Update docs

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

.github/workflows/release.yaml

@@ -423,8 +423,8 @@ jobs:
               lib/ollama/*.so*)          echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}.tar.in ;;
               lib/ollama/cuda_v*)        echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}.tar.in ;;
               lib/ollama/vulkan*)        echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}.tar.in ;;
-              lib/ollama/mlx*)           echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}-mlx.tar.in ;;
-              lib/ollama/include*)       echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}-mlx.tar.in ;;
+              lib/ollama/mlx*)           echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}.tar.in ;;
+              lib/ollama/include*)       echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}.tar.in ;;
               lib/ollama/cuda_jetpack5)  echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}-jetpack5.tar.in ;;
               lib/ollama/cuda_jetpack6)  echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}-jetpack6.tar.in ;;
               lib/ollama/rocm)           echo $COMPONENT >>ollama-${{ matrix.os }}-${{ matrix.arch }}-rocm.tar.in ;;
@@ -458,14 +458,12 @@ jobs:
               CGO_CFLAGS
               CGO_CXXFLAGS
               GOFLAGS
-              APT_MIRROR=http://azure.archive.ubuntu.com/ubuntu
           - os: linux
             arch: amd64
             build-args: |
               CGO_CFLAGS
               CGO_CXXFLAGS
               GOFLAGS
-              APT_MIRROR=http://azure.archive.ubuntu.com/ubuntu
           - os: linux
             arch: amd64
             suffix: '-rocm'
@@ -474,7 +472,6 @@ jobs:
               CGO_CXXFLAGS
               GOFLAGS
               FLAVOR=rocm
-              APT_MIRROR=http://azure.archive.ubuntu.com/ubuntu
     runs-on: ${{ matrix.arch == 'arm64' && format('{0}-{1}', matrix.os, matrix.arch) || matrix.os }}
     environment: release
     needs: setup-environment

CMakeLists.txt

@@ -238,14 +238,6 @@ if(MLX_ENGINE)
         FRAMEWORK DESTINATION ${OLLAMA_INSTALL_DIR} COMPONENT MLX
     )
 
-    if(TARGET jaccl)
-        install(TARGETS jaccl
-            RUNTIME DESTINATION ${OLLAMA_INSTALL_DIR} COMPONENT MLX
-            LIBRARY DESTINATION ${OLLAMA_INSTALL_DIR} COMPONENT MLX
-            FRAMEWORK DESTINATION ${OLLAMA_INSTALL_DIR} COMPONENT MLX
-        )
-    endif()
-
     # Install the Metal library for macOS arm64 (must be colocated with the binary)
     # Metal backend is only built for arm64, not x86_64
     if(APPLE AND CMAKE_SYSTEM_PROCESSOR STREQUAL "arm64")

CMakePresets.json

@@ -41,7 +41,7 @@
       "inherits": [ "CUDA" ],
       "cacheVariables": {
         "CMAKE_CUDA_ARCHITECTURES": "75-virtual;80-virtual;86-virtual;87-virtual;89-virtual;90-virtual;90a-virtual;100-virtual;103-virtual;110-virtual;120-virtual;121-virtual",
-        "CMAKE_CUDA_FLAGS": "-t 2",
+        "CMAKE_CUDA_FLAGS": "-t 4",
         "OLLAMA_RUNNER_DIR": "cuda_v13"
       }
     },

Dockerfile

@@ -212,11 +212,8 @@ COPY --from=cpu dist/lib/ollama /lib/ollama
 COPY --from=build /bin/ollama /bin/ollama
 
 FROM ubuntu:24.04
-ARG APT_MIRROR=http://archive.ubuntu.com/ubuntu
-RUN sed -i "s|http://archive.ubuntu.com/ubuntu|$APT_MIRROR|g" /etc/apt/sources.list.d/ubuntu.sources \
-    && apt-get update \
+RUN apt-get update \
     && apt-get install -y ca-certificates libvulkan1 libopenblas0 \
-    && sed -i "s|$APT_MIRROR|http://archive.ubuntu.com/ubuntu|g" /etc/apt/sources.list.d/ubuntu.sources \
     && apt-get clean \
     && rm -rf /var/lib/apt/lists/*
 COPY --from=archive /bin /usr/bin

MLX_C_VERSION

@@ -1 +1 @@
-fba4470b89073180056c9ea46c443051375f7399
+0726ca922fc902c4c61ef9c27d94132be418e945

MLX_VERSION

@@ -1 +1 @@
-e8ebdebeeb655feaa85a51f6b24ece5b6d5518d1
+38ad257088fb2193ad47e527cf6534a689f30943

api/client.go

@@ -368,16 +368,6 @@ func (c *Client) List(ctx context.Context) (*ListResponse, error) {
 	return &lr, nil
 }
 
-// ModelRecommendationsExperimental lists model recommendations from the local
-// server's experimental recommendations endpoint.
-func (c *Client) ModelRecommendationsExperimental(ctx context.Context) (*ModelRecommendationsResponse, error) {
-	var resp ModelRecommendationsResponse
-	if err := c.do(ctx, http.MethodGet, "/api/experimental/model-recommendations", nil, &resp); err != nil {
-		return nil, err
-	}
-	return &resp, nil
-}
-
 // ListRunning lists running models.
 func (c *Client) ListRunning(ctx context.Context) (*ProcessResponse, error) {
 	var lr ProcessResponse

api/types.go

@@ -802,21 +802,6 @@ type ListResponse struct {
 	Models []ListModelResponse `json:"models"`
 }
 
-// ModelRecommendationsResponse is the response from [Client.ModelRecommendationsExperimental].
-type ModelRecommendationsResponse struct {
-	Recommendations []ModelRecommendation `json:"recommendations"`
-}
-
-// ModelRecommendation is a single recommendation entry in [ModelRecommendationsResponse].
-type ModelRecommendation struct {
-	Model           string `json:"model"`
-	Description     string `json:"description"`
-	ContextLength   int    `json:"context_length,omitempty"`
-	MaxOutputTokens int    `json:"max_output_tokens,omitempty"`
-	VRAMBytes       int64  `json:"vram_bytes,omitempty"`
-	RequiredPlan    string `json:"required_plan,omitempty"`
-}
-
 // ProcessResponse is the response from [Client.Process].
 type ProcessResponse struct {
 	Models []ProcessModelResponse `json:"models"`
@@ -1095,7 +1080,7 @@ func DefaultOptions() Options {
 	}
 }
 
-// ThinkValue represents a value that can be a boolean or a string ("high", "medium", "low", "max")
+// ThinkValue represents a value that can be a boolean or a string ("high", "medium", "low")
 type ThinkValue struct {
 	// Value can be a bool or string
 	Value interface{}
@@ -1111,7 +1096,7 @@ func (t *ThinkValue) IsValid() bool {
 	case bool:
 		return true
 	case string:
-		return v == "high" || v == "medium" || v == "low" || v == "max"
+		return v == "high" || v == "medium" || v == "low"
 	default:
 		return false
 	}
@@ -1145,8 +1130,8 @@ func (t *ThinkValue) Bool() bool {
 	case bool:
 		return v
 	case string:
-		// Any string value ("high", "medium", "low", "max") means thinking is enabled
-		return v == "high" || v == "medium" || v == "low" || v == "max"
+		// Any string value ("high", "medium", "low") means thinking is enabled
+		return v == "high" || v == "medium" || v == "low"
 	default:
 		return false
 	}
@@ -1184,14 +1169,14 @@ func (t *ThinkValue) UnmarshalJSON(data []byte) error {
 	var s string
 	if err := json.Unmarshal(data, &s); err == nil {
 		// Validate string values
-		if s != "high" && s != "medium" && s != "low" && s != "max" {
-			return fmt.Errorf("invalid think value: %q (must be \"high\", \"medium\", \"low\", \"max\", true, or false)", s)
+		if s != "high" && s != "medium" && s != "low" {
+			return fmt.Errorf("invalid think value: %q (must be \"high\", \"medium\", \"low\", true, or false)", s)
 		}
 		t.Value = s
 		return nil
 	}
 
-	return fmt.Errorf("think must be a boolean or string (\"high\", \"medium\", \"low\", \"max\", true, or false)")
+	return fmt.Errorf("think must be a boolean or string (\"high\", \"medium\", \"low\", true, or false)")
 }
 
 // MarshalJSON implements json.Marshaler

api/types_test.go

@@ -495,11 +495,6 @@ func TestThinking_UnmarshalJSON(t *testing.T) {
 			input:            `{ "think": "low" }`,
 			expectedThinking: &ThinkValue{Value: "low"},
 		},
-		{
-			name:             "string_max",
-			input:            `{ "think": "max" }`,
-			expectedThinking: &ThinkValue{Value: "max"},
-		},
 		{
 			name:             "invalid_string",
 			input:            `{ "think": "invalid" }`,

app/cmd/app/app.go

@@ -157,6 +157,10 @@ func main() {
 		}
 	}
 
+	if u := os.Getenv("OLLAMA_UPDATE_URL"); u != "" {
+		updater.UpdateCheckURLBase = u
+	}
+
 	// Detect if this is a first start after an upgrade, in
 	// which case we need to do some cleanup
 	var skipMove bool

app/server/server.go

@@ -83,29 +83,6 @@ func resolvePath(name string) string {
 	return name
 }
 
-func ollamaServeArgs(args []string) bool {
-	if len(args) < 2 {
-		return false
-	}
-
-	switch strings.Trim(filepath.Base(args[0]), `"`) {
-	case "ollama", "ollama.exe":
-	default:
-		return false
-	}
-
-	for _, rawArg := range args[1:] {
-		arg := strings.Trim(rawArg, `"`)
-		if strings.HasPrefix(arg, "-") {
-			continue
-		}
-
-		return arg == "serve" || arg == "start"
-	}
-
-	return false
-}
-
 // cleanup checks the pid file for a running ollama process
 // and shuts it down gracefully if it is running
 func cleanup() error {

app/server/server_test.go

@@ -205,63 +205,6 @@ func TestServerCmdCloudSettingEnv(t *testing.T) {
 	}
 }
 
-func TestOllamaServeArgs(t *testing.T) {
-	tests := []struct {
-		name string
-		args []string
-		want bool
-	}{
-		{
-			name: "system ollama serve",
-			args: []string{"ollama", "serve"},
-			want: true,
-		},
-		{
-			name: "relative path ollama serve",
-			args: []string{"./ollama", "serve"},
-			want: true,
-		},
-		{
-			name: "serve after other flags",
-			args: []string{"./ollama", "--verbose", "serve"},
-			want: true,
-		},
-		{
-			name: "start alias",
-			args: []string{"ollama", "start"},
-			want: true,
-		},
-		{
-			name: "launch command",
-			args: []string{"ollama", "launch", "opencode"},
-			want: false,
-		},
-		{
-			name: "run command with model named serve",
-			args: []string{"ollama", "run", "serve"},
-			want: false,
-		},
-		{
-			name: "launch command with serve in passthrough args",
-			args: []string{"ollama", "launch", "codex", "--", "-p", "serve"},
-			want: false,
-		},
-		{
-			name: "different executable",
-			args: []string{"go", "run", "serve"},
-			want: false,
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			if got := ollamaServeArgs(tt.args); got != tt.want {
-				t.Fatalf("ollamaServeArgs(%v) = %v, want %v", tt.args, got, tt.want)
-			}
-		})
-	}
-}
-
 func TestGetInferenceInfo(t *testing.T) {
 	tests := []struct {
 		name             string

app/server/server_unix.go

@@ -46,17 +46,7 @@ func terminated(pid int) (bool, error) {
 	return false, nil
 }
 
-func ollamaServeProcess(pid int) bool {
-	output, err := exec.Command("ps", "-p", strconv.Itoa(pid), "-o", "args=").Output()
-	if err != nil {
-		slog.Debug("failed to inspect ollama process", "pid", pid, "err", err)
-		return false
-	}
-
-	return ollamaServeArgs(strings.Fields(strings.TrimSpace(string(output))))
-}
-
-// reapServers kills external ollama serve processes except our own.
+// reapServers kills all ollama processes except our own
 func reapServers() error {
 	// Get our own PID to avoid killing ourselves
 	currentPID := os.Getpid()
@@ -92,9 +82,6 @@ func reapServers() error {
 		if pid == currentPID {
 			continue
 		}
-		if !ollamaServeProcess(pid) {
-			continue
-		}
 
 		proc, err := os.FindProcess(pid)
 		if err != nil {

app/server/server_windows.go

@@ -101,29 +101,7 @@ func terminated(pid int) (bool, error) {
 	return true, nil
 }
 
-func ollamaServeProcess(pid int) bool {
-	cmd := exec.Command("wmic", "process", "where", fmt.Sprintf("ProcessId=%d", pid), "get", "CommandLine", "/value")
-	cmd.SysProcAttr = &syscall.SysProcAttr{HideWindow: true}
-	output, err := cmd.Output()
-	if err != nil {
-		slog.Debug("failed to inspect ollama process", "pid", pid, "err", err)
-		return false
-	}
-
-	for _, line := range strings.Split(string(output), "\n") {
-		line = strings.TrimSpace(line)
-		commandLine, ok := strings.CutPrefix(line, "CommandLine=")
-		if !ok {
-			continue
-		}
-
-		return ollamaServeArgs(strings.Fields(strings.ToLower(commandLine)))
-	}
-
-	return false
-}
-
-// reapServers kills external ollama serve processes except our own.
+// reapServers kills all ollama processes except our own
 func reapServers() error {
 	// Get current process ID to avoid killing ourselves
 	currentPID := os.Getpid()
@@ -160,9 +138,6 @@ func reapServers() error {
 		if pid == currentPID {
 			continue
 		}
-		if !ollamaServeProcess(pid) {
-			continue
-		}
 
 		cmd := exec.Command("taskkill", "/F", "/PID", pidStr)
 		if err := cmd.Run(); err != nil {

app/store/database.go

@@ -1204,9 +1204,7 @@ func (db *database) setSettings(s Settings) error {
 		"launch":   {},
 		"openclaw": {},
 		"claude":   {},
-		"hermes":   {},
 		"codex":    {},
-		"copilot":  {},
 		"opencode": {},
 		"droid":    {},
 		"pi":       {},

app/store/store_test.go

@@ -107,21 +107,6 @@ func TestStore(t *testing.T) {
 		}
 	})
 
-	t.Run("settings disabled home view falls back to launch", func(t *testing.T) {
-		if err := s.SetSettings(Settings{LastHomeView: "claude-desktop"}); err != nil {
-			t.Fatal(err)
-		}
-
-		loaded, err := s.Settings()
-		if err != nil {
-			t.Fatal(err)
-		}
-
-		if loaded.LastHomeView != "launch" {
-			t.Fatalf("expected disabled LastHomeView to fall back to launch, got %q", loaded.LastHomeView)
-		}
-	})
-
 	t.Run("window size", func(t *testing.T) {
 		if err := s.SetWindowSize(1024, 768); err != nil {
 			t.Fatal(err)

app/ui/app/public/launch-icons/claude-code.svg

@@ -1 +0,0 @@
-<svg height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><title>Claude Code</title><path clip-rule="evenodd" d="M20.998 10.949H24v3.102h-3v3.028h-1.487V20H18v-2.921h-1.487V20H15v-2.921H9V20H7.488v-2.921H6V20H4.487v-2.921H3V14.05H0V10.95h3V5h17.998v5.949zM6 10.949h1.488V8.102H6v2.847zm10.51 0H18V8.102h-1.49v2.847z" fill="#D97757" fill-rule="evenodd"></path></svg>

app/ui/app/public/launch-icons/copilot-dark.svg

@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" fill-rule="evenodd" style="flex:none;line-height:1" viewBox="0 2.5 24 19"><path d="M19.245 5.364c1.322 1.36 1.877 3.216 2.11 5.817.622 0 1.2.135 1.592.654l.73.964c.21.278.323.61.323.955v2.62c0 .339-.173.669-.453.868C20.239 19.602 16.157 21.5 12 21.5c-4.6 0-9.205-2.583-11.547-4.258-.28-.2-.452-.53-.453-.868v-2.62c0-.345.113-.679.321-.956l.73-.963c.392-.517.974-.654 1.593-.654l.029-.297c.25-2.446.81-4.213 2.082-5.52 2.461-2.54 5.71-2.851 7.146-2.864h.198c1.436.013 4.685.323 7.146 2.864zm-7.244 4.328c-.284 0-.613.016-.962.05-.123.447-.305.85-.57 1.108-1.05 1.023-2.316 1.18-2.994 1.18-.638 0-1.306-.13-1.851-.464-.516.165-1.012.403-1.044.996a65.882 65.882 0 00-.063 2.884l-.002.48c-.002.563-.005 1.126-.013 1.69.002.326.204.63.51.765 2.482 1.102 4.83 1.657 6.99 1.657 2.156 0 4.504-.555 6.985-1.657a.854.854 0 00.51-.766c.03-1.682.006-3.372-.076-5.053-.031-.596-.528-.83-1.046-.996-.546.333-1.212.464-1.85.464-.677 0-1.942-.157-2.993-1.18-.266-.258-.447-.661-.57-1.108-.32-.032-.64-.049-.96-.05zm-2.525 4.013c.539 0 .976.426.976.95v1.753c0 .525-.437.95-.976.95a.964.964 0 01-.976-.95v-1.752c0-.525.437-.951.976-.951zm5 0c.539 0 .976.426.976.95v1.753c0 .525-.437.95-.976.95a.964.964 0 01-.976-.95v-1.752c0-.525.437-.951.976-.951zM7.635 5.087c-1.05.102-1.935.438-2.385.906-.975 1.037-.765 3.668-.21 4.224.405.394 1.17.657 1.995.657h.09c.649-.013 1.785-.176 2.73-1.11.435-.41.705-1.433.675-2.47-.03-.834-.27-1.52-.63-1.813-.39-.336-1.275-.482-2.265-.394zm6.465.394c-.36.292-.6.98-.63 1.813-.03 1.037.24 2.06.675 2.47.968.957 2.136 1.104 2.776 1.11h.044c.825 0 1.59-.263 1.995-.657.555-.556.765-3.187-.21-4.224-.45-.468-1.335-.804-2.385-.906-.99-.088-1.875.058-2.265.394zM12 7.615c-.24 0-.525.015-.84.044.03.16.045.336.06.526l-.001.159a2.94 2.94 0 01-.014.25c.225-.022.425-.027.612-.028h.366c.187 0 .387.006.612.028-.015-.146-.015-.277-.015-.409.015-.19.03-.365.06-.526a9.29 9.29 0 00-.84-.044z" fill="white"/></svg>

app/ui/app/public/launch-icons/copilot.svg

@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" fill-rule="evenodd" style="flex:none;line-height:1" viewBox="0 2.5 24 19"><path d="M19.245 5.364c1.322 1.36 1.877 3.216 2.11 5.817.622 0 1.2.135 1.592.654l.73.964c.21.278.323.61.323.955v2.62c0 .339-.173.669-.453.868C20.239 19.602 16.157 21.5 12 21.5c-4.6 0-9.205-2.583-11.547-4.258-.28-.2-.452-.53-.453-.868v-2.62c0-.345.113-.679.321-.956l.73-.963c.392-.517.974-.654 1.593-.654l.029-.297c.25-2.446.81-4.213 2.082-5.52 2.461-2.54 5.71-2.851 7.146-2.864h.198c1.436.013 4.685.323 7.146 2.864zm-7.244 4.328c-.284 0-.613.016-.962.05-.123.447-.305.85-.57 1.108-1.05 1.023-2.316 1.18-2.994 1.18-.638 0-1.306-.13-1.851-.464-.516.165-1.012.403-1.044.996a65.882 65.882 0 00-.063 2.884l-.002.48c-.002.563-.005 1.126-.013 1.69.002.326.204.63.51.765 2.482 1.102 4.83 1.657 6.99 1.657 2.156 0 4.504-.555 6.985-1.657a.854.854 0 00.51-.766c.03-1.682.006-3.372-.076-5.053-.031-.596-.528-.83-1.046-.996-.546.333-1.212.464-1.85.464-.677 0-1.942-.157-2.993-1.18-.266-.258-.447-.661-.57-1.108-.32-.032-.64-.049-.96-.05zm-2.525 4.013c.539 0 .976.426.976.95v1.753c0 .525-.437.95-.976.95a.964.964 0 01-.976-.95v-1.752c0-.525.437-.951.976-.951zm5 0c.539 0 .976.426.976.95v1.753c0 .525-.437.95-.976.95a.964.964 0 01-.976-.95v-1.752c0-.525.437-.951.976-.951zM7.635 5.087c-1.05.102-1.935.438-2.385.906-.975 1.037-.765 3.668-.21 4.224.405.394 1.17.657 1.995.657h.09c.649-.013 1.785-.176 2.73-1.11.435-.41.705-1.433.675-2.47-.03-.834-.27-1.52-.63-1.813-.39-.336-1.275-.482-2.265-.394zm6.465.394c-.36.292-.6.98-.63 1.813-.03 1.037.24 2.06.675 2.47.968.957 2.136 1.104 2.776 1.11h.044c.825 0 1.59-.263 1.995-.657.555-.556.765-3.187-.21-4.224-.45-.468-1.335-.804-2.385-.906-.99-.088-1.875.058-2.265.394zM12 7.615c-.24 0-.525.015-.84.044.03.16.045.336.06.526l-.001.159a2.94 2.94 0 01-.014.25c.225-.022.425-.027.612-.028h.366c.187 0 .387.006.612.028-.015-.146-.015-.277-.015-.409.015-.19.03-.365.06-.526a9.29 9.29 0 00-.84-.044z"/></svg>

app/ui/app/public/launch-icons/hermes-agent.svg

@@ -1,181 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<svg xmlns="http://www.w3.org/2000/svg" width="1000" height="1000" viewBox="0 0 1000 1000"><circle cx="500.0" cy="500.0" r="500.0" fill="white"/><g transform="translate(100.0 100.0) scale(0.8333333333333334)"><g transform="translate(0.000000,960.000000) scale(0.100000,-0.100000)"
-fill="black" stroke="none">
-<path d="M4485 9589 c-248 -27 -432 -60 -730 -130 -458 -108 -798 -230 -1207
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-0 3 -26 32 -58 63 -74 71 -147 182 -184 278 -16 41 -27 77 -25 79 2 3 31 -28
-63 -68 91 -114 153 -177 231 -235 40 -29 77 -62 83 -73 7 -13 4 -85 -10 -242
--10 -123 -24 -281 -30 -353 -6 -71 -29 -296 -51 -500 -135 -1262 -202 -1568
--378 -1733 -69 -64 -105 -77 -216 -77 -132 0 -188 20 -271 97 -110 103 -165
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app/ui/app/src/api.ts

@@ -406,31 +406,6 @@ export async function* pullModel(
   }
 }
 
-export interface ModelRecommendation {
-  model: string;
-  description: string;
-  context_length?: number;
-  max_output_tokens?: number;
-  vram_bytes?: number;
-}
-
-export interface ModelRecommendationsResponse {
-  recommendations: ModelRecommendation[];
-}
-
-export async function getModelRecommendations(): Promise<ModelRecommendation[]> {
-  const response = await fetch(
-    `${API_BASE}/api/experimental/model-recommendations`,
-  );
-  if (!response.ok) {
-    throw new Error(
-      `Failed to fetch model recommendations: ${response.statusText}`,
-    );
-  }
-  const data: ModelRecommendationsResponse = await response.json();
-  return data.recommendations || [];
-}
-
 export async function getInferenceCompute(): Promise<InferenceComputeResponse> {
   const response = await fetch(`${API_BASE}/api/v1/inference-compute`);
   if (!response.ok) {

app/ui/app/src/components/LaunchCommands.tsx

@@ -13,14 +13,6 @@ interface LaunchCommand {
 }
 
 const LAUNCH_COMMANDS: LaunchCommand[] = [
-  {
-    id: "claude",
-    name: "Claude Code",
-    command: "ollama launch claude",
-    description: "Anthropic's coding tool with subagents",
-    icon: "/launch-icons/claude-code.svg",
-    iconClassName: "h-7 w-7",
-  },
   {
     id: "openclaw",
     name: "OpenClaw",
@@ -29,21 +21,13 @@ const LAUNCH_COMMANDS: LaunchCommand[] = [
     icon: "/launch-icons/openclaw.svg",
   },
   {
-    id: "hermes",
-    name: "Hermes Agent",
-    command: "ollama launch hermes",
-    description: "Self-improving AI agent built by Nous Research",
-    icon: "/launch-icons/hermes-agent.svg",
+    id: "claude",
+    name: "Claude",
+    command: "ollama launch claude",
+    description: "Anthropic's coding tool with subagents",
+    icon: "/launch-icons/claude.svg",
     iconClassName: "h-7 w-7",
   },
-  {
-    id: "opencode",
-    name: "OpenCode",
-    command: "ollama launch opencode",
-    description: "Anomaly's open-source coding agent",
-    icon: "/launch-icons/opencode.svg",
-    iconClassName: "h-7 w-7 rounded",
-  },
   {
     id: "codex",
     name: "Codex",
@@ -54,13 +38,12 @@ const LAUNCH_COMMANDS: LaunchCommand[] = [
     iconClassName: "h-7 w-7",
   },
   {
-    id: "copilot",
-    name: "Copilot CLI",
-    command: "ollama launch copilot",
-    description: "GitHub's AI coding agent for the terminal",
-    icon: "/launch-icons/copilot.svg",
-    darkIcon: "/launch-icons/copilot-dark.svg",
-    iconClassName: "h-7 w-7",
+    id: "opencode",
+    name: "OpenCode",
+    command: "ollama launch opencode",
+    description: "Anomaly's open-source coding agent",
+    icon: "/launch-icons/opencode.svg",
+    iconClassName: "h-7 w-7 rounded",
   },
   {
     id: "droid",

app/ui/app/src/hooks/useChats.ts

@@ -381,7 +381,7 @@ export const useSendMessage = (chatId: string) => {
                     role: "assistant",
                     content: "",
                     thinking: "",
-                    model: effectiveModel.model,
+                    model: effectiveModel,
                   }),
                 );
                 lastMessage = newMessages[newMessages.length - 1];
@@ -433,7 +433,7 @@ export const useSendMessage = (chatId: string) => {
                     role: "assistant",
                     content: "",
                     thinking: "",
-                    model: effectiveModel.model,
+                    model: effectiveModel,
                   }),
                 );
                 lastMessage = newMessages[newMessages.length - 1];
@@ -520,7 +520,7 @@ export const useSendMessage = (chatId: string) => {
                     thinkingTimeStart:
                       lastMessage.thinkingTimeStart || event.thinkingTimeStart,
                     thinkingTimeEnd: event.thinkingTimeEnd,
-                    model: selectedModel.model,
+                    model: selectedModel,
                   });
                   newMessages[newMessages.length - 1] = updatedMessage;
                 } else {
@@ -533,7 +533,7 @@ export const useSendMessage = (chatId: string) => {
                       tool_calls: event.toolCalls,
                       thinkingTimeStart: event.thinkingTimeStart,
                       thinkingTimeEnd: event.thinkingTimeEnd,
-                      model: selectedModel.model,
+                      model: selectedModel,
                     }),
                   );
                 }
@@ -699,7 +699,7 @@ export const useSendMessage = (chatId: string) => {
             queryClient.setQueryData(["chat", newId], {
               chat: new Chat({
                 id: newId,
-                model: effectiveModel.model,
+                model: effectiveModel,
                 messages: [
                   new Message({
                     role: "user",

app/ui/app/src/hooks/useFeaturedModels.ts

@@ -1,13 +0,0 @@
-import { useQuery } from "@tanstack/react-query";
-import { getModelRecommendations } from "@/api";
-import type { ModelRecommendation } from "@/api";
-
-export function useFeaturedModels() {
-  return useQuery<ModelRecommendation[], Error>({
-    queryKey: ["modelRecommendations"],
-    queryFn: getModelRecommendations,
-    staleTime: 5 * 60 * 1000,
-    gcTime: 30 * 60 * 1000,
-    refetchOnWindowFocus: false,
-  });
-}

app/ui/app/src/hooks/useModels.ts

@@ -1,49 +1,51 @@
 import { useQuery } from "@tanstack/react-query";
 import { Model } from "@/gotypes";
 import { getModels } from "@/api";
+import { mergeModels } from "@/utils/mergeModels";
 import { useMemo } from "react";
 import { useCloudStatus } from "./useCloudStatus";
-import { useFeaturedModels } from "./useFeaturedModels";
 
 export function useModels(searchQuery = "") {
   const { cloudDisabled } = useCloudStatus();
-  const { data: recommendations, isLoading: recommendationsLoading } =
-    useFeaturedModels();
   const localQuery = useQuery<Model[], Error>({
     queryKey: ["models", searchQuery],
     queryFn: () => getModels(searchQuery),
-    gcTime: 10 * 60 * 1000,
+    gcTime: 10 * 60 * 1000, // Keep in cache for 10 minutes
     retry: 10,
+    // exponential backoff, starting at 100ms and capping at 5s
     retryDelay: (attemptIndex) => Math.min(100 * 2 ** attemptIndex, 5000),
     refetchOnWindowFocus: true,
-    refetchInterval: 30 * 1000,
+    refetchInterval: 30 * 1000, // Refetch every 30 seconds to keep models updated
     refetchIntervalInBackground: true,
   });
 
   const allModels = useMemo(() => {
-    const local = localQuery.data || [];
-    const featured = (recommendations || []).map((r) => r.model);
-    const featuredSet = new Set(featured);
+    const models = mergeModels(localQuery.data || [], cloudDisabled);
 
-    // Recommended models first (using the local copy when downloaded),
-    // then everything else from /api/tags in tags order.
-    const recommended = featured.map(
-      (name) =>
-        local.find((m) => m.model === name) || new Model({ model: name }),
-    );
-    const rest = local.filter((m) => !featuredSet.has(m.model));
-    const merged = [...recommended, ...rest];
+    if (searchQuery && searchQuery.trim()) {
+      const query = searchQuery.toLowerCase().trim();
+      const filteredModels = models.filter((model) =>
+        model.model.toLowerCase().includes(query),
+      );
 
-    const visible = cloudDisabled
-      ? merged.filter((m) => !m.isCloud())
-      : merged;
-    return filterBySearch(visible, searchQuery);
-  }, [localQuery.data, searchQuery, cloudDisabled, recommendations]);
+      const seen = new Set<string>();
+      return filteredModels.filter((model) => {
+        const currentModel = model.model.toLowerCase();
+        if (seen.has(currentModel)) {
+          return false;
+        }
+        seen.add(currentModel);
+        return true;
+      });
+    }
+
+    return models;
+  }, [localQuery.data, searchQuery, cloudDisabled]);
 
   return {
     ...localQuery,
     data: allModels,
-    isLoading: localQuery.isLoading || recommendationsLoading,
+    isLoading: localQuery.isLoading,
   };
 }
 
@@ -51,16 +53,3 @@ export function useRefetchModels() {
   const { refetch } = useModels();
   return refetch;
 }
-
-function filterBySearch(models: Model[], query: string): Model[] {
-  const q = query.trim().toLowerCase();
-  if (!q) return models;
-
-  const seen = new Set<string>();
-  return models.filter((m) => {
-    const name = m.model.toLowerCase();
-    if (!name.includes(q) || seen.has(name)) return false;
-    seen.add(name);
-    return true;
-  });
-}

app/ui/app/src/hooks/useSelectedModel.ts

@@ -4,6 +4,7 @@ import { useModels } from "./useModels";
 import { useChat } from "./useChats";
 import { useSettings } from "./useSettings.ts";
 import { Model } from "@/gotypes";
+import { FEATURED_MODELS } from "@/utils/mergeModels";
 import { getTotalVRAM } from "@/utils/vram.ts";
 import { getInferenceCompute } from "@/api";
 import { useCloudStatus } from "./useCloudStatus";
@@ -91,7 +92,9 @@ export function useSelectedModel(currentChatId?: string, searchQuery?: string) {
       (settings.selectedModel &&
         new Model({
           model: settings.selectedModel,
-          cloud: settings.selectedModel.endsWith("cloud"),
+          cloud: FEATURED_MODELS.some(
+            (f) => f.endsWith("cloud") && f === settings.selectedModel,
+          ),
           ollama_host: false,
         })) ||
       null

app/ui/app/src/utils/mergeModels.test.ts

@@ -0,0 +1,128 @@
+import { describe, it, expect } from "vitest";
+import { Model } from "@/gotypes";
+import { mergeModels, FEATURED_MODELS } from "@/utils/mergeModels";
+import "@/api";
+
+describe("Model merging logic", () => {
+  it("should handle cloud models with -cloud suffix", () => {
+    const localModels: Model[] = [
+      new Model({ model: "gpt-oss:120b-cloud" }),
+      new Model({ model: "llama3:latest" }),
+      new Model({ model: "mistral:latest" }),
+    ];
+
+    const merged = mergeModels(localModels);
+
+    // First verify cloud models are first and in FEATURED_MODELS order
+    const cloudModels = FEATURED_MODELS.filter((m: string) =>
+      m.endsWith("cloud"),
+    );
+    for (let i = 0; i < cloudModels.length; i++) {
+      expect(merged[i].model).toBe(cloudModels[i]);
+      expect(merged[i].isCloud()).toBe(true);
+    }
+
+    // Then verify non-cloud featured models are next and in FEATURED_MODELS order
+    const nonCloudFeatured = FEATURED_MODELS.filter(
+      (m: string) => !m.endsWith("cloud"),
+    );
+    for (let i = 0; i < nonCloudFeatured.length; i++) {
+      const model = merged[i + cloudModels.length];
+      expect(model.model).toBe(nonCloudFeatured[i]);
+      expect(model.isCloud()).toBe(false);
+    }
+
+    // Verify local models are preserved and come after featured models
+    const featuredCount = FEATURED_MODELS.length;
+    expect(merged[featuredCount].model).toBe("llama3:latest");
+    expect(merged[featuredCount + 1].model).toBe("mistral:latest");
+
+    // Length should be exactly featured models plus our local models
+    expect(merged.length).toBe(FEATURED_MODELS.length + 2);
+  });
+
+  it("should hide cloud models when cloud is disabled", () => {
+    const localModels: Model[] = [
+      new Model({ model: "gpt-oss:120b-cloud" }),
+      new Model({ model: "llama3:latest" }),
+      new Model({ model: "mistral:latest" }),
+    ];
+
+    const merged = mergeModels(localModels, true); // cloud disabled = true
+
+    // No cloud models should be present
+    const cloudModels = merged.filter((m) => m.isCloud());
+    expect(cloudModels.length).toBe(0);
+
+    // Should have non-cloud featured models
+    const nonCloudFeatured = FEATURED_MODELS.filter(
+      (m) => !m.endsWith("cloud"),
+    );
+    for (let i = 0; i < nonCloudFeatured.length; i++) {
+      const model = merged[i];
+      expect(model.model).toBe(nonCloudFeatured[i]);
+      expect(model.isCloud()).toBe(false);
+    }
+
+    // Local models should be preserved
+    const featuredCount = nonCloudFeatured.length;
+    expect(merged[featuredCount].model).toBe("llama3:latest");
+    expect(merged[featuredCount + 1].model).toBe("mistral:latest");
+  });
+
+  it("should handle empty input", () => {
+    const merged = mergeModels([]);
+
+    // First verify cloud models are first and in FEATURED_MODELS order
+    const cloudModels = FEATURED_MODELS.filter((m) => m.endsWith("cloud"));
+    for (let i = 0; i < cloudModels.length; i++) {
+      expect(merged[i].model).toBe(cloudModels[i]);
+      expect(merged[i].isCloud()).toBe(true);
+    }
+
+    // Then verify non-cloud featured models are next and in FEATURED_MODELS order
+    const nonCloudFeatured = FEATURED_MODELS.filter(
+      (m) => !m.endsWith("cloud"),
+    );
+    for (let i = 0; i < nonCloudFeatured.length; i++) {
+      const model = merged[i + cloudModels.length];
+      expect(model.model).toBe(nonCloudFeatured[i]);
+      expect(model.isCloud()).toBe(false);
+    }
+
+    // Length should be exactly FEATURED_MODELS length
+    expect(merged.length).toBe(FEATURED_MODELS.length);
+  });
+
+  it("should sort models correctly", () => {
+    const localModels: Model[] = [
+      new Model({ model: "zephyr:latest" }),
+      new Model({ model: "alpha:latest" }),
+      new Model({ model: "gpt-oss:120b-cloud" }),
+    ];
+
+    const merged = mergeModels(localModels);
+
+    // First verify cloud models are first and in FEATURED_MODELS order
+    const cloudModels = FEATURED_MODELS.filter((m) => m.endsWith("cloud"));
+    for (let i = 0; i < cloudModels.length; i++) {
+      expect(merged[i].model).toBe(cloudModels[i]);
+      expect(merged[i].isCloud()).toBe(true);
+    }
+
+    // Then verify non-cloud featured models are next and in FEATURED_MODELS order
+    const nonCloudFeatured = FEATURED_MODELS.filter(
+      (m) => !m.endsWith("cloud"),
+    );
+    for (let i = 0; i < nonCloudFeatured.length; i++) {
+      const model = merged[i + cloudModels.length];
+      expect(model.model).toBe(nonCloudFeatured[i]);
+      expect(model.isCloud()).toBe(false);
+    }
+
+    // Non-featured local models should be at the end in alphabetical order
+    const featuredCount = FEATURED_MODELS.length;
+    expect(merged[featuredCount].model).toBe("alpha:latest");
+    expect(merged[featuredCount + 1].model).toBe("zephyr:latest");
+  });
+});

app/ui/app/src/utils/mergeModels.ts

@@ -0,0 +1,102 @@
+import { Model } from "@/gotypes";
+
+// Featured models list (in priority order)
+export const FEATURED_MODELS = [
+  "kimi-k2.5:cloud",
+  "glm-5:cloud",
+  "minimax-m2.7:cloud",
+  "gemma4:31b-cloud",
+  "qwen3.5:397b-cloud",
+  "gpt-oss:120b-cloud",
+  "gpt-oss:20b-cloud",
+  "deepseek-v3.1:671b-cloud",
+  "gpt-oss:120b",
+  "gpt-oss:20b",
+  "gemma4:31b",
+  "gemma4:26b",
+  "gemma4:e4b",
+  "gemma4:e2b",
+  "deepseek-r1:8b",
+  "qwen3-coder:30b",
+  "qwen3-vl:30b",
+  "qwen3-vl:8b",
+  "qwen3-vl:4b",
+  "qwen3.5:27b",
+  "qwen3.5:9b",
+  "qwen3.5:4b",
+];
+
+function alphabeticalSort(a: Model, b: Model): number {
+  return a.model.toLowerCase().localeCompare(b.model.toLowerCase());
+}
+
+//Merges models, sorting cloud models first, then other models
+export function mergeModels(
+  localModels: Model[],
+  hideCloudModels: boolean = false,
+): Model[] {
+  const allModels = (localModels || []).map((model) => model);
+
+  // 1. Get cloud models from local models and featured list
+  const cloudModels = [...allModels.filter((m) => m.isCloud())];
+
+  // Add any cloud models from FEATURED_MODELS that aren't in local models
+  FEATURED_MODELS.filter((f) => f.endsWith("cloud")).forEach((cloudModel) => {
+    if (!cloudModels.some((m) => m.model === cloudModel)) {
+      cloudModels.push(new Model({ model: cloudModel }));
+    }
+  });
+
+  // 2. Get other featured models (non-cloud)
+  const featuredModels = FEATURED_MODELS.filter(
+    (f) => !f.endsWith("cloud"),
+  ).map((model) => {
+    // Check if this model exists in local models
+    const localMatch = allModels.find(
+      (m) => m.model.toLowerCase() === model.toLowerCase(),
+    );
+
+    if (localMatch) return localMatch;
+
+    return new Model({
+      model,
+    });
+  });
+
+  // 3. Get remaining local models that aren't featured and aren't cloud models
+  const remainingModels = allModels.filter(
+    (model) =>
+      !model.isCloud() &&
+      !FEATURED_MODELS.some(
+        (f) => f.toLowerCase() === model.model.toLowerCase(),
+      ),
+  );
+
+  cloudModels.sort((a, b) => {
+    const aIndex = FEATURED_MODELS.indexOf(a.model);
+    const bIndex = FEATURED_MODELS.indexOf(b.model);
+
+    // If both are featured, sort by their position in FEATURED_MODELS
+    if (aIndex !== -1 && bIndex !== -1) {
+      return aIndex - bIndex;
+    }
+
+    // If only one is featured, featured model comes first
+    if (aIndex !== -1 && bIndex === -1) return -1;
+    if (aIndex === -1 && bIndex !== -1) return 1;
+
+    // If neither is featured, sort alphabetically
+    return a.model.toLowerCase().localeCompare(b.model.toLowerCase());
+  });
+
+  featuredModels.sort(
+    (a, b) =>
+      FEATURED_MODELS.indexOf(a.model) - FEATURED_MODELS.indexOf(b.model),
+  );
+
+  remainingModels.sort(alphabeticalSort);
+
+  return hideCloudModels
+    ? [...featuredModels, ...remainingModels]
+    : [...cloudModels, ...featuredModels, ...remainingModels];
+}

app/ui/ui.go

@@ -302,7 +302,6 @@ func (s *Server) Handler() http.Handler {
 	mux.Handle("HEAD /api/version", ollamaProxy)
 	mux.Handle("POST /api/me", ollamaProxy)
 	mux.Handle("POST /api/signout", ollamaProxy)
-	mux.Handle("GET /api/experimental/model-recommendations", ollamaProxy)
 
 	// React app - catch all non-API routes and serve the React app
 	mux.Handle("GET /", s.appHandler())

cmd/cmd.go

@@ -54,27 +54,34 @@ import (
 	"github.com/ollama/ollama/types/syncmap"
 	"github.com/ollama/ollama/version"
 	xcmd "github.com/ollama/ollama/x/cmd"
-	xcreate "github.com/ollama/ollama/x/create"
 	xcreateclient "github.com/ollama/ollama/x/create/client"
 	"github.com/ollama/ollama/x/imagegen"
 )
 
 func init() {
 	// Override default selectors to use Bubbletea TUI instead of raw terminal I/O.
-	launch.DefaultSingleSelector = func(title string, items []launch.SelectionItem, current string) (string, error) {
-		return runTUISingleSelector(title, items, current, nil)
+	launch.DefaultSingleSelector = func(title string, items []launch.ModelItem, current string) (string, error) {
+		if !term.IsTerminal(int(os.Stdin.Fd())) || !term.IsTerminal(int(os.Stdout.Fd())) {
+			return "", fmt.Errorf("model selection requires an interactive terminal; use --model to run in headless mode")
+		}
+		tuiItems := tui.ReorderItems(tui.ConvertItems(items))
+		result, err := tui.SelectSingle(title, tuiItems, current)
+		if errors.Is(err, tui.ErrCancelled) {
+			return "", launch.ErrCancelled
+		}
+		return result, err
 	}
 
-	launch.DefaultSingleSelectorWithUpdates = func(title string, items []launch.SelectionItem, current string, updates <-chan []launch.SelectionItem) (string, error) {
-		return runTUISingleSelector(title, items, current, updates)
-	}
-
-	launch.DefaultMultiSelector = func(title string, items []launch.SelectionItem, preChecked []string) ([]string, error) {
-		return runTUIMultiSelector(title, items, preChecked, nil)
-	}
-
-	launch.DefaultMultiSelectorWithUpdates = func(title string, items []launch.SelectionItem, preChecked []string, updates <-chan []launch.SelectionItem) ([]string, error) {
-		return runTUIMultiSelector(title, items, preChecked, updates)
+	launch.DefaultMultiSelector = func(title string, items []launch.ModelItem, preChecked []string) ([]string, error) {
+		if !term.IsTerminal(int(os.Stdin.Fd())) || !term.IsTerminal(int(os.Stdout.Fd())) {
+			return nil, fmt.Errorf("model selection requires an interactive terminal; use --model to run in headless mode")
+		}
+		tuiItems := tui.ReorderItems(tui.ConvertItems(items))
+		result, err := tui.SelectMultiple(title, tuiItems, preChecked)
+		if errors.Is(err, tui.ErrCancelled) {
+			return nil, launch.ErrCancelled
+		}
+		return result, err
 	}
 
 	launch.DefaultSignIn = func(modelName, signInURL string) (string, error) {
@@ -85,55 +92,9 @@ func init() {
 		return userName, err
 	}
 
-	launch.DefaultUpgrade = func(modelName, requiredPlan string) (string, error) {
-		plan, err := tui.RunUpgrade(modelName, requiredPlan)
-		if errors.Is(err, tui.ErrCancelled) {
-			return "", launch.ErrCancelled
-		}
-		return plan, err
-	}
-
 	launch.DefaultConfirmPrompt = tui.RunConfirmWithOptions
 }
 
-func runTUISingleSelector(title string, items []launch.SelectionItem, current string, updates <-chan []launch.SelectionItem) (string, error) {
-	if !term.IsTerminal(int(os.Stdin.Fd())) || !term.IsTerminal(int(os.Stdout.Fd())) {
-		return "", fmt.Errorf("model selection requires an interactive terminal; use --model to run in headless mode")
-	}
-	tuiItems := tui.ReorderItems(tui.ConvertItems(items))
-	result, err := tui.SelectSingleWithUpdates(title, tuiItems, current, convertSelectionItemUpdates(updates))
-	if errors.Is(err, tui.ErrCancelled) {
-		return "", launch.ErrCancelled
-	}
-	return result, err
-}
-
-func runTUIMultiSelector(title string, items []launch.SelectionItem, preChecked []string, updates <-chan []launch.SelectionItem) ([]string, error) {
-	if !term.IsTerminal(int(os.Stdin.Fd())) || !term.IsTerminal(int(os.Stdout.Fd())) {
-		return nil, fmt.Errorf("model selection requires an interactive terminal; use --model to run in headless mode")
-	}
-	tuiItems := tui.ReorderItems(tui.ConvertItems(items))
-	result, err := tui.SelectMultipleWithUpdates(title, tuiItems, preChecked, convertSelectionItemUpdates(updates))
-	if errors.Is(err, tui.ErrCancelled) {
-		return nil, launch.ErrCancelled
-	}
-	return result, err
-}
-
-func convertSelectionItemUpdates(updates <-chan []launch.SelectionItem) <-chan []tui.SelectItem {
-	if updates == nil {
-		return nil
-	}
-	out := make(chan []tui.SelectItem, 1)
-	go func() {
-		defer close(out)
-		for items := range updates {
-			out <- tui.ReorderItems(tui.ConvertItems(items))
-		}
-	}()
-	return out
-}
-
 const ConnectInstructions = "If your browser did not open, navigate to:\n    %s\n\n"
 
 // ensureThinkingSupport emits a warning if the model does not advertise thinking support
@@ -184,39 +145,6 @@ func isLocalhost() bool {
 	return ip != nil && (ip.IsLoopback() || ip.IsUnspecified())
 }
 
-func resolveExperimentalLocalModelDir(ref, filename string) string {
-	if ref == "" || filepath.IsAbs(ref) || filename == "" {
-		return ref
-	}
-
-	candidate := filepath.Join(filepath.Dir(filename), ref)
-	if xcreate.IsSafetensorsModelDir(candidate) || xcreate.IsTensorModelDir(candidate) {
-		return candidate
-	}
-
-	return ref
-}
-
-func resolveExperimentalDraftDir(ref, filename string) (string, error) {
-	if ref == "" {
-		return "", nil
-	}
-	if filepath.IsAbs(ref) {
-		if xcreate.IsSafetensorsModelDir(ref) {
-			return ref, nil
-		}
-		return "", fmt.Errorf("draft %s is not a supported safetensors model directory", ref)
-	}
-	if filename != "" {
-		candidate := filepath.Join(filepath.Dir(filename), ref)
-		if xcreate.IsSafetensorsModelDir(candidate) {
-			return candidate, nil
-		}
-	}
-
-	return "", fmt.Errorf("DRAFT model references are not supported with --experimental yet: %s", ref)
-}
-
 func CreateHandler(cmd *cobra.Command, args []string) error {
 	p := progress.NewProgress(os.Stderr)
 	defer p.Stop()
@@ -231,10 +159,6 @@ func CreateHandler(cmd *cobra.Command, args []string) error {
 	// Check for --experimental flag for safetensors model creation
 	// This gates both safetensors LLM and imagegen model creation
 	experimental, _ := cmd.Flags().GetBool("experimental")
-	draftQuantize, _ := cmd.Flags().GetString("draft-quantize")
-	if draftQuantize != "" && !experimental {
-		return errors.New("--draft-quantize requires --experimental")
-	}
 	if experimental {
 		if !isLocalhost() {
 			return errors.New("remote safetensor model creation not yet supported")
@@ -268,22 +192,17 @@ func CreateHandler(cmd *cobra.Command, args []string) error {
 			return err
 		}
 
-		modelDir = resolveExperimentalLocalModelDir(modelDir, filename)
-		if mfConfig.Draft != "" {
-			draftDir, err := resolveExperimentalDraftDir(mfConfig.Draft, filename)
-			if err != nil {
-				return err
-			}
-			mfConfig.Draft = draftDir
+		// Resolve relative paths based on Modelfile location
+		if !filepath.IsAbs(modelDir) && filename != "" {
+			modelDir = filepath.Join(filepath.Dir(filename), modelDir)
 		}
 
 		quantize, _ := cmd.Flags().GetString("quantize")
 		return xcreateclient.CreateModel(xcreateclient.CreateOptions{
-			ModelName:     modelName,
-			ModelDir:      modelDir,
-			Quantize:      quantize,
-			DraftQuantize: draftQuantize,
-			Modelfile:     mfConfig,
+			ModelName: modelName,
+			ModelDir:  modelDir,
+			Quantize:  quantize,
+			Modelfile: mfConfig,
 		}, p)
 	}
 
@@ -663,10 +582,10 @@ func RunHandler(cmd *cobra.Command, args []string) error {
 			opts.Think = &api.ThinkValue{Value: true}
 		case "false":
 			opts.Think = &api.ThinkValue{Value: false}
-		case "high", "medium", "low", "max":
+		case "high", "medium", "low":
 			opts.Think = &api.ThinkValue{Value: thinkStr}
 		default:
-			return fmt.Errorf("invalid value for --think: %q (must be true, false, high, medium, low, or max)", thinkStr)
+			return fmt.Errorf("invalid value for --think: %q (must be true, false, high, medium, or low)", thinkStr)
 		}
 	} else {
 		opts.Think = nil
@@ -2056,61 +1975,8 @@ func launchInteractiveModel(cmd *cobra.Command, modelName string) error {
 		Options:     map[string]any{},
 		ShowConnect: true,
 	}
-
-	client, err := api.ClientFromEnvironment()
-	if err != nil {
-		return err
-	}
-
-	requestedCloud := modelref.HasExplicitCloudSource(modelName)
-
-	info, err := func() (*api.ShowResponse, error) {
-		showReq := &api.ShowRequest{Name: modelName}
-		info, err := client.Show(cmd.Context(), showReq)
-		var se api.StatusError
-		if errors.As(err, &se) && se.StatusCode == http.StatusNotFound {
-			if requestedCloud {
-				return nil, err
-			}
-			if err := PullHandler(cmd, []string{modelName}); err != nil {
-				return nil, err
-			}
-			return client.Show(cmd.Context(), &api.ShowRequest{Name: modelName})
-		}
-		return info, err
-	}()
-	if err != nil {
-		if handleCloudAuthorizationError(err) {
-			return nil
-		}
-		return err
-	}
-
-	ensureCloudStub(cmd.Context(), client, modelName)
-
-	opts.Think, err = inferThinkingOption(&info.Capabilities, &opts, false)
-	if err != nil {
-		return err
-	}
-
-	audioCapable := slices.Contains(info.Capabilities, model.CapabilityAudio)
-	opts.MultiModal = slices.Contains(info.Capabilities, model.CapabilityVision) || audioCapable
-
-	// TODO: remove the projector info and vision info checks below,
-	// these are left in for backwards compatibility with older servers
-	// that don't have the capabilities field in the model info
-	if len(info.ProjectorInfo) != 0 {
-		opts.MultiModal = true
-	}
-	for k := range info.ModelInfo {
-		if strings.Contains(k, ".vision.") {
-			opts.MultiModal = true
-			break
-		}
-	}
-
-	applyShowResponseToRunOptions(&opts, info)
-
+	// loadOrUnloadModel is cloud-safe here: remote/cloud models skip local preload
+	// and only validate auth/connectivity before interactive chat starts.
 	if err := loadOrUnloadModel(cmd, &opts); err != nil {
 		return fmt.Errorf("error loading model: %w", err)
 	}
@@ -2128,15 +1994,12 @@ func runInteractiveTUI(cmd *cobra.Command) {
 		return
 	}
 
-	accountPrefetch := launch.StartAccountStatePrefetch(cmd.Context())
 	deps := launcherDeps{
-		buildState:          launch.BuildLauncherState,
-		runMenu:             tui.RunMenu,
-		resolveRunModel:     launch.ResolveRunModel,
-		launchIntegration:   launch.LaunchIntegration,
-		runModel:            launchInteractiveModel,
-		accountState:        accountPrefetch.StateIfReady,
-		accountStateUpdates: accountPrefetch.StateUpdates,
+		buildState:        launch.BuildLauncherState,
+		runMenu:           tui.RunMenu,
+		resolveRunModel:   launch.ResolveRunModel,
+		launchIntegration: launch.LaunchIntegration,
+		runModel:          launchInteractiveModel,
 	}
 
 	for {
@@ -2151,13 +2014,11 @@ func runInteractiveTUI(cmd *cobra.Command) {
 }
 
 type launcherDeps struct {
-	buildState          func(context.Context) (*launch.LauncherState, error)
-	runMenu             func(*launch.LauncherState) (tui.TUIAction, error)
-	resolveRunModel     func(context.Context, launch.RunModelRequest) (string, error)
-	launchIntegration   func(context.Context, launch.IntegrationLaunchRequest) error
-	runModel            func(*cobra.Command, string) error
-	accountState        func() *launch.AccountState
-	accountStateUpdates func(context.Context) <-chan *launch.AccountState
+	buildState        func(context.Context) (*launch.LauncherState, error)
+	runMenu           func(*launch.LauncherState) (tui.TUIAction, error)
+	resolveRunModel   func(context.Context, launch.RunModelRequest) (string, error)
+	launchIntegration func(context.Context, launch.IntegrationLaunchRequest) error
+	runModel          func(*cobra.Command, string) error
 }
 
 func runInteractiveTUIStep(cmd *cobra.Command, deps launcherDeps) (bool, error) {
@@ -2165,9 +2026,6 @@ func runInteractiveTUIStep(cmd *cobra.Command, deps launcherDeps) (bool, error)
 	if err != nil {
 		return false, fmt.Errorf("build launcher state: %w", err)
 	}
-	if state != nil && deps.accountState != nil {
-		state.AccountState = deps.accountState()
-	}
 
 	action, err := deps.runMenu(state)
 	if err != nil {
@@ -2188,13 +2046,7 @@ func runLauncherAction(cmd *cobra.Command, action tui.TUIAction, deps launcherDe
 		return false, nil
 	case tui.TUIActionRunModel:
 		saveLauncherSelection(action)
-		req := action.RunModelRequest()
-		if deps.accountState != nil {
-			req.AccountState = deps.accountState()
-			req.AccountStateProvider = deps.accountState
-		}
-		req.AccountStateUpdates = deps.accountStateUpdates
-		modelName, err := deps.resolveRunModel(cmd.Context(), req)
+		modelName, err := deps.resolveRunModel(cmd.Context(), action.RunModelRequest())
 		if errors.Is(err, launch.ErrCancelled) {
 			return true, nil
 		}
@@ -2207,20 +2059,15 @@ func runLauncherAction(cmd *cobra.Command, action tui.TUIAction, deps launcherDe
 		return true, nil
 	case tui.TUIActionLaunchIntegration:
 		saveLauncherSelection(action)
-		req := action.IntegrationLaunchRequest()
-		if deps.accountState != nil {
-			req.AccountState = deps.accountState()
-			req.AccountStateProvider = deps.accountState
-		}
-		req.AccountStateUpdates = deps.accountStateUpdates
-		err := deps.launchIntegration(cmd.Context(), req)
+		err := deps.launchIntegration(cmd.Context(), action.IntegrationLaunchRequest())
 		if errors.Is(err, launch.ErrCancelled) {
 			return true, nil
 		}
 		if err != nil {
 			return true, fmt.Errorf("launching %s: %w", action.Integration, err)
 		}
-		if launcherActionExitsLoop(action.Integration) {
+		// VS Code is a GUI app — exit the TUI loop after launching
+		if action.Integration == "vscode" {
 			return false, nil
 		}
 		return true, nil
@@ -2229,15 +2076,6 @@ func runLauncherAction(cmd *cobra.Command, action tui.TUIAction, deps launcherDe
 	}
 }
 
-func launcherActionExitsLoop(integration string) bool {
-	switch integration {
-	case "vscode":
-		return true
-	default:
-		return false
-	}
-}
-
 func NewCLI() *cobra.Command {
 	log.SetFlags(log.LstdFlags | log.Lshortfile)
 	cobra.EnableCommandSorting = false
@@ -2277,9 +2115,6 @@ func NewCLI() *cobra.Command {
 			if experimental, _ := cmd.Flags().GetBool("experimental"); experimental {
 				return nil
 			}
-			if draftQuantize, _ := cmd.Flags().GetString("draft-quantize"); draftQuantize != "" {
-				return errors.New("--draft-quantize requires --experimental")
-			}
 			return checkServerHeartbeat(cmd, args)
 		},
 		RunE: CreateHandler,
@@ -2287,7 +2122,6 @@ func NewCLI() *cobra.Command {
 
 	createCmd.Flags().StringP("file", "f", "", "Name of the Modelfile (default \"Modelfile\")")
 	createCmd.Flags().StringP("quantize", "q", "", "Quantize model to this level (e.g. q4_K_M)")
-	createCmd.Flags().String("draft-quantize", "", "Quantize draft model to this level")
 	createCmd.Flags().Bool("experimental", false, "Enable experimental safetensors model creation")
 
 	showCmd := &cobra.Command{

cmd/cmd_launcher_test.go

@@ -76,18 +76,11 @@ func TestRunInteractiveTUI_RunModelActionsUseResolveRunModel(t *testing.T) {
 
 			var gotReq launch.RunModelRequest
 			var launched string
-			prefetchedAccount := &launch.AccountState{}
-			accountUpdates := func(context.Context) <-chan *launch.AccountState { return nil }
 			deps := launcherDeps{
 				buildState: func(ctx context.Context) (*launch.LauncherState, error) {
 					return &launch.LauncherState{}, nil
 				},
-				runMenu: func(state *launch.LauncherState) (tui.TUIAction, error) {
-					if state.AccountState != prefetchedAccount {
-						t.Fatalf("prefetched account state was not piped to menu state")
-					}
-					return runMenu(state)
-				},
+				runMenu: runMenu,
 				resolveRunModel: func(ctx context.Context, req launch.RunModelRequest) (string, error) {
 					gotReq = req
 					return tt.wantModel, nil
@@ -97,10 +90,6 @@ func TestRunInteractiveTUI_RunModelActionsUseResolveRunModel(t *testing.T) {
 					launched = model
 					return nil
 				},
-				accountState: func() *launch.AccountState {
-					return prefetchedAccount
-				},
-				accountStateUpdates: accountUpdates,
 			}
 
 			cmd := &cobra.Command{}
@@ -118,12 +107,6 @@ func TestRunInteractiveTUI_RunModelActionsUseResolveRunModel(t *testing.T) {
 			if gotReq.ForcePicker != tt.wantForce {
 				t.Fatalf("expected ForcePicker=%v, got %v", tt.wantForce, gotReq.ForcePicker)
 			}
-			if gotReq.AccountState != prefetchedAccount {
-				t.Fatalf("expected prefetched account state to be passed to run model request")
-			}
-			if gotReq.AccountStateUpdates == nil {
-				t.Fatalf("expected account state updates to be passed to run model request")
-			}
 			if launched != tt.wantModel {
 				t.Fatalf("expected interactive launcher to run %q, got %q", tt.wantModel, launched)
 			}
@@ -165,28 +148,17 @@ func TestRunInteractiveTUI_IntegrationActionsUseLaunchIntegration(t *testing.T)
 			}
 
 			var gotReq launch.IntegrationLaunchRequest
-			prefetchedAccount := &launch.AccountState{}
-			accountUpdates := func(context.Context) <-chan *launch.AccountState { return nil }
 			deps := launcherDeps{
 				buildState: func(ctx context.Context) (*launch.LauncherState, error) {
 					return &launch.LauncherState{}, nil
 				},
-				runMenu: func(state *launch.LauncherState) (tui.TUIAction, error) {
-					if state.AccountState != prefetchedAccount {
-						t.Fatalf("prefetched account state was not piped to menu state")
-					}
-					return runMenu(state)
-				},
+				runMenu:         runMenu,
 				resolveRunModel: unexpectedRunModelResolution(t),
 				launchIntegration: func(ctx context.Context, req launch.IntegrationLaunchRequest) error {
 					gotReq = req
 					return nil
 				},
 				runModel: unexpectedModelLaunch(t),
-				accountState: func() *launch.AccountState {
-					return prefetchedAccount
-				},
-				accountStateUpdates: accountUpdates,
 			}
 
 			cmd := &cobra.Command{}
@@ -207,12 +179,6 @@ func TestRunInteractiveTUI_IntegrationActionsUseLaunchIntegration(t *testing.T)
 			if gotReq.ForceConfigure != tt.wantForce {
 				t.Fatalf("expected ForceConfigure=%v, got %v", tt.wantForce, gotReq.ForceConfigure)
 			}
-			if gotReq.AccountState != prefetchedAccount {
-				t.Fatalf("expected prefetched account state to be passed to integration request")
-			}
-			if gotReq.AccountStateUpdates == nil {
-				t.Fatalf("expected account state updates to be passed to integration request")
-			}
 			if got := config.LastSelection(); got != "claude" {
 				t.Fatalf("expected last selection to be claude, got %q", got)
 			}
@@ -243,30 +209,29 @@ func TestRunLauncherAction_RunModelContinuesAfterCancellation(t *testing.T) {
 	}
 }
 
-func TestRunLauncherAction_GUIAppsExitTUILoop(t *testing.T) {
+func TestRunLauncherAction_VSCodeExitsTUILoop(t *testing.T) {
 	setCmdTestHome(t, t.TempDir())
 
 	cmd := &cobra.Command{}
 	cmd.SetContext(context.Background())
 
-	for _, integration := range []string{"vscode"} {
-		continueLoop, err := runLauncherAction(cmd, tui.TUIAction{Kind: tui.TUIActionLaunchIntegration, Integration: integration}, launcherDeps{
-			resolveRunModel: unexpectedRunModelResolution(t),
-			launchIntegration: func(ctx context.Context, req launch.IntegrationLaunchRequest) error {
-				return nil
-			},
-			runModel: unexpectedModelLaunch(t),
-		})
-		if err != nil {
-			t.Fatalf("expected nil error for %s, got %v", integration, err)
-		}
-		if continueLoop {
-			t.Fatalf("expected %s launch to exit the TUI loop (return false)", integration)
-		}
+	// VS Code should exit the TUI loop (return false) after a successful launch.
+	continueLoop, err := runLauncherAction(cmd, tui.TUIAction{Kind: tui.TUIActionLaunchIntegration, Integration: "vscode"}, launcherDeps{
+		resolveRunModel: unexpectedRunModelResolution(t),
+		launchIntegration: func(ctx context.Context, req launch.IntegrationLaunchRequest) error {
+			return nil
+		},
+		runModel: unexpectedModelLaunch(t),
+	})
+	if err != nil {
+		t.Fatalf("expected nil error, got %v", err)
+	}
+	if continueLoop {
+		t.Fatal("expected vscode launch to exit the TUI loop (return false)")
 	}
 
 	// Other integrations should continue the TUI loop (return true).
-	continueLoop, err := runLauncherAction(cmd, tui.TUIAction{Kind: tui.TUIActionLaunchIntegration, Integration: "claude"}, launcherDeps{
+	continueLoop, err = runLauncherAction(cmd, tui.TUIAction{Kind: tui.TUIActionLaunchIntegration, Integration: "claude"}, launcherDeps{
 		resolveRunModel: unexpectedRunModelResolution(t),
 		launchIntegration: func(ctx context.Context, req launch.IntegrationLaunchRequest) error {
 			return nil

cmd/cmd_test.go

@@ -9,7 +9,6 @@ import (
 	"net/http"
 	"net/http/httptest"
 	"os"
-	"path/filepath"
 	"reflect"
 	"strings"
 	"testing"
@@ -1525,87 +1524,6 @@ func TestCreateHandler(t *testing.T) {
 	}
 }
 
-func TestCreateHandlerDraftQuantizeRequiresExperimental(t *testing.T) {
-	cmd := &cobra.Command{}
-	cmd.Flags().Bool("experimental", false, "")
-	cmd.Flags().String("draft-quantize", "mxfp8", "")
-	cmd.SetContext(t.Context())
-
-	err := CreateHandler(cmd, []string{"test-model"})
-	if err == nil || !strings.Contains(err.Error(), "--draft-quantize requires --experimental") {
-		t.Fatalf("error = %v, want draft-quantize requires experimental", err)
-	}
-}
-
-func TestCreateHandlerDraftRequiresExperimental(t *testing.T) {
-	dir := t.TempDir()
-	modelfile := filepath.Join(dir, "Modelfile")
-	if err := os.WriteFile(modelfile, []byte("FROM base\nDRAFT ./assistant\n"), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	cmd := &cobra.Command{}
-	cmd.Flags().Bool("experimental", false, "")
-	cmd.Flags().String("draft-quantize", "", "")
-	cmd.Flags().String("file", modelfile, "")
-	cmd.SetContext(t.Context())
-
-	err := CreateHandler(cmd, []string{"test-model"})
-	if err == nil || !strings.Contains(err.Error(), "DRAFT requires --experimental") {
-		t.Fatalf("error = %v, want DRAFT requires --experimental", err)
-	}
-}
-
-func TestResolveExperimentalLocalModelDir(t *testing.T) {
-	dir := t.TempDir()
-	modelfile := filepath.Join(dir, "Modelfile")
-	modelDir := filepath.Join(dir, "model")
-	if err := os.Mkdir(modelDir, 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(modelDir, "config.json"), []byte(`{}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(modelDir, "model.safetensors"), []byte("dummy"), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if got := resolveExperimentalLocalModelDir("gemma4", modelfile); got != "gemma4" {
-		t.Fatalf("resolveExperimentalLocalModelDir(model name) = %q, want gemma4", got)
-	}
-	if got := resolveExperimentalLocalModelDir("./model", modelfile); got != modelDir {
-		t.Fatalf("resolveExperimentalLocalModelDir(local dir) = %q, want %q", got, modelDir)
-	}
-}
-
-func TestResolveExperimentalDraftDir(t *testing.T) {
-	dir := t.TempDir()
-	modelfile := filepath.Join(dir, "Modelfile")
-	draftDir := filepath.Join(dir, "assistant")
-	if err := os.Mkdir(draftDir, 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(draftDir, "config.json"), []byte(`{}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(draftDir, "model.safetensors"), []byte("dummy"), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	got, err := resolveExperimentalDraftDir("./assistant", modelfile)
-	if err != nil {
-		t.Fatal(err)
-	}
-	if got != draftDir {
-		t.Fatalf("resolveExperimentalDraftDir(local dir) = %q, want %q", got, draftDir)
-	}
-
-	_, err = resolveExperimentalDraftDir("assistant-model", modelfile)
-	if err == nil || !strings.Contains(err.Error(), "DRAFT model references are not supported with --experimental yet") {
-		t.Fatalf("error = %v, want unsupported draft model reference", err)
-	}
-}
-
 func TestNewCreateRequest(t *testing.T) {
 	tests := []struct {
 		name     string

cmd/internal/fileutil/files.go

@@ -8,16 +8,9 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
-	"sort"
-	"strconv"
-	"strings"
 	"time"
 )
 
-// Keep a bounded number of backups per file so config backups do not grow
-// without limit. We keep the 5 most recent backups and do not pin the oldest.
-const maxBackupsPerFile = 5
-
 // ReadJSON reads a JSON object file into a generic map.
 func ReadJSON(path string) (map[string]any, error) {
 	data, err := os.ReadFile(path)
@@ -43,51 +36,34 @@ func copyFile(src, dst string) error {
 	return os.WriteFile(dst, data, info.Mode().Perm())
 }
 
-// BackupDir returns the shared backup root used before overwriting files.
+// BackupDir returns the shared backup directory used before overwriting files.
 func BackupDir() string {
-	if home, err := os.UserHomeDir(); err == nil && home != "" {
-		return filepath.Join(home, ".ollama", "backup")
-	}
-	return filepath.Join(os.TempDir(), "ollama-backup")
+	return filepath.Join(os.TempDir(), "ollama-backups")
 }
 
-func writeBackupCopy(srcPath string, integration string) (string, error) {
+func backupToTmp(srcPath string) (string, error) {
 	dir := BackupDir()
-	name := filepath.Base(srcPath)
-	if integration != "" {
-		dir = filepath.Join(dir, integration)
-	}
-
 	if err := os.MkdirAll(dir, 0o755); err != nil {
 		return "", err
 	}
 
-	backupPath := filepath.Join(dir, fmt.Sprintf("%s.%d", name, time.Now().Unix()))
+	backupPath := filepath.Join(dir, fmt.Sprintf("%s.%d", filepath.Base(srcPath), time.Now().Unix()))
 	if err := copyFile(srcPath, backupPath); err != nil {
 		return "", err
 	}
-	pruneOldBackups(dir, name, maxBackupsPerFile)
 	return backupPath, nil
 }
 
-// WriteWithBackup writes data to path via temp file + rename, backing up any
-// existing file first. Callers may optionally pass one integration name to
-// store backups under BackupDir()/.../<integration>/.
-func WriteWithBackup(path string, data []byte, integration ...string) error {
-	backupIntegration := ""
-	if len(integration) > 0 {
-		backupIntegration = integration[0]
-	}
-
+// WriteWithBackup writes data to path via temp file + rename, backing up any existing file first.
+func WriteWithBackup(path string, data []byte) error {
 	var backupPath string
 	// backup must be created before any writes to the target file
 	if existingContent, err := os.ReadFile(path); err == nil {
-		if bytes.Equal(existingContent, data) {
-			return nil
-		}
-		backupPath, err = writeBackupCopy(path, backupIntegration)
-		if err != nil {
-			return fmt.Errorf("backup failed: %w", err)
+		if !bytes.Equal(existingContent, data) {
+			backupPath, err = backupToTmp(path)
+			if err != nil {
+				return fmt.Errorf("backup failed: %w", err)
+			}
 		}
 	} else if !os.IsNotExist(err) {
 		return fmt.Errorf("read existing file: %w", err)
@@ -125,52 +101,3 @@ func WriteWithBackup(path string, data []byte, integration ...string) error {
 
 	return nil
 }
-
-func pruneOldBackups(dir, name string, keep int) {
-	if keep < 1 {
-		return
-	}
-
-	entries, err := os.ReadDir(dir)
-	if err != nil {
-		return
-	}
-
-	type backupEntry struct {
-		name      string
-		timestamp int64
-	}
-
-	prefix := name + "."
-	backups := make([]backupEntry, 0, len(entries))
-	for _, entry := range entries {
-		if entry.IsDir() || !strings.HasPrefix(entry.Name(), prefix) {
-			continue
-		}
-
-		timestamp, err := strconv.ParseInt(strings.TrimPrefix(entry.Name(), prefix), 10, 64)
-		if err != nil {
-			continue
-		}
-
-		backups = append(backups, backupEntry{
-			name:      entry.Name(),
-			timestamp: timestamp,
-		})
-	}
-
-	if len(backups) <= keep {
-		return
-	}
-
-	sort.Slice(backups, func(i, j int) bool {
-		if backups[i].timestamp != backups[j].timestamp {
-			return backups[i].timestamp > backups[j].timestamp
-		}
-		return backups[i].name > backups[j].name
-	})
-
-	for _, backup := range backups[keep:] {
-		_ = os.Remove(filepath.Join(dir, backup.name))
-	}
-}

cmd/internal/fileutil/files_test.go

@@ -18,12 +18,6 @@ func TestMain(m *testing.M) {
 	if err := os.Setenv("TMPDIR", tmpRoot); err != nil {
 		panic(err)
 	}
-	if err := os.Setenv("HOME", tmpRoot); err != nil {
-		panic(err)
-	}
-	if err := os.Setenv("USERPROFILE", tmpRoot); err != nil {
-		panic(err)
-	}
 
 	code := m.Run()
 	_ = os.RemoveAll(tmpRoot)
@@ -47,17 +41,6 @@ func isolatedTempDir(t *testing.T) string {
 func TestWriteWithBackup(t *testing.T) {
 	tmpDir := isolatedTempDir(t)
 
-	t.Run("uses ollama directory under home", func(t *testing.T) {
-		home := t.TempDir()
-		t.Setenv("HOME", home)
-		t.Setenv("USERPROFILE", home)
-
-		want := filepath.Join(home, ".ollama", "backup")
-		if got := BackupDir(); got != want {
-			t.Fatalf("BackupDir() = %q, want %q", got, want)
-		}
-	})
-
 	t.Run("creates file", func(t *testing.T) {
 		path := filepath.Join(tmpDir, "new.json")
 		data := mustMarshal(t, map[string]string{"key": "value"})
@@ -80,7 +63,7 @@ func TestWriteWithBackup(t *testing.T) {
 		}
 	})
 
-	t.Run("creates backup in the shared backup directory", func(t *testing.T) {
+	t.Run("creates backup in the temp backup directory", func(t *testing.T) {
 		path := filepath.Join(tmpDir, "backup.json")
 
 		os.WriteFile(path, []byte(`{"original": true}`), 0o644)
@@ -127,35 +110,6 @@ func TestWriteWithBackup(t *testing.T) {
 		}
 	})
 
-	t.Run("stores hinted backups under a subdirectory", func(t *testing.T) {
-		path := filepath.Join(tmpDir, "hinted.json")
-		os.WriteFile(path, []byte(`{"original": true}`), 0o644)
-
-		data := mustMarshal(t, map[string]bool{"updated": true})
-		if err := WriteWithBackup(path, data, "openclaw"); err != nil {
-			t.Fatal(err)
-		}
-
-		entries, err := os.ReadDir(filepath.Join(BackupDir(), "openclaw"))
-		if err != nil {
-			t.Fatal(err)
-		}
-
-		var found bool
-		for _, entry := range entries {
-			name := entry.Name()
-			if len(name) > len("hinted.json.") && name[:len("hinted.json.")] == "hinted.json." {
-				found = true
-				_ = os.Remove(filepath.Join(BackupDir(), "openclaw", name))
-				break
-			}
-		}
-
-		if !found {
-			t.Error("backup file was not created under hint directory")
-		}
-	})
-
 	t.Run("no backup for new file", func(t *testing.T) {
 		path := filepath.Join(tmpDir, "nobak.json")
 
@@ -235,35 +189,6 @@ func TestWriteWithBackup(t *testing.T) {
 			t.Error("backup file with timestamp not found")
 		}
 	})
-
-	t.Run("retains only the five newest backups per file", func(t *testing.T) {
-		path := filepath.Join(tmpDir, "pruned.json")
-		if err := os.WriteFile(path, []byte(`{"v": 0}`), 0o644); err != nil {
-			t.Fatal(err)
-		}
-
-		for i := 1; i <= maxBackupsPerFile; i++ {
-			backupPath := filepath.Join(BackupDir(), fmt.Sprintf("pruned.json.%d", i))
-			if err := os.WriteFile(backupPath, []byte(fmt.Sprintf(`{"v": %d}`, i)), 0o644); err != nil {
-				t.Fatal(err)
-			}
-		}
-
-		if err := WriteWithBackup(path, []byte(`{"v": 1}`)); err != nil {
-			t.Fatal(err)
-		}
-
-		backups, err := filepath.Glob(filepath.Join(BackupDir(), "pruned.json.*"))
-		if err != nil {
-			t.Fatal(err)
-		}
-		if len(backups) != maxBackupsPerFile {
-			t.Fatalf("expected %d backups after pruning, got %d", maxBackupsPerFile, len(backups))
-		}
-		if _, err := os.Stat(filepath.Join(BackupDir(), "pruned.json.1")); !os.IsNotExist(err) {
-			t.Fatalf("expected oldest backup to be pruned, stat err = %v", err)
-		}
-	})
 }
 
 // Edge case tests for files.go
@@ -326,36 +251,6 @@ func TestWriteWithBackup_PermissionDenied(t *testing.T) {
 	}
 }
 
-func TestWriteWithBackup_UnchangedContentIsNoOp(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("permission tests unreliable on Windows")
-	}
-
-	tmpDir := isolatedTempDir(t)
-	path := filepath.Join(tmpDir, "unchanged-noop.json")
-	data := []byte(`{"same":true}`)
-	if err := os.WriteFile(path, data, 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := os.Chmod(tmpDir, 0o555); err != nil {
-		t.Fatal(err)
-	}
-	defer os.Chmod(tmpDir, 0o755)
-
-	if err := WriteWithBackup(path, data); err != nil {
-		t.Fatalf("expected unchanged write to be a no-op, got %v", err)
-	}
-
-	backups, err := filepath.Glob(filepath.Join(BackupDir(), "unchanged-noop.json.*"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	if len(backups) != 0 {
-		t.Fatalf("expected no backups for unchanged content, got %d", len(backups))
-	}
-}
-
 // TestWriteWithBackup_DirectoryDoesNotExist verifies behavior when target directory doesn't exist.
 // writeWithBackup doesn't create directories - caller is responsible.
 func TestWriteWithBackup_DirectoryDoesNotExist(t *testing.T) {
@@ -407,9 +302,9 @@ func TestBackupToTmp_SpecialCharsInFilename(t *testing.T) {
 	path := filepath.Join(tmpDir, "my config (backup).json")
 	os.WriteFile(path, []byte(`{"test": true}`), 0o644)
 
-	backupPath, err := writeBackupCopy(path, "")
+	backupPath, err := backupToTmp(path)
 	if err != nil {
-		t.Fatalf("writeBackupCopy with special chars failed: %v", err)
+		t.Fatalf("backupToTmp with special chars failed: %v", err)
 	}
 
 	// Verify backup exists and has correct content

cmd/launch/account.go

@@ -1,371 +0,0 @@
-package launch
-
-import (
-	"context"
-	"errors"
-	"fmt"
-	"net/http"
-	"os"
-	"strings"
-	"time"
-
-	"github.com/ollama/ollama/api"
-)
-
-const (
-	// DefaultUpgradeURL is the fixed destination for subscription upgrades.
-	DefaultUpgradeURL = "https://ollama.com/upgrade"
-
-	accountCheckTimeout = 3 * time.Second
-)
-
-var (
-	ErrPlanVerificationUnavailable = errors.New("Could not verify your plan. Try again in a moment.")
-	errUpgradeCancelled            = errors.New("upgrade cancelled")
-)
-
-type accountStateStatus int
-
-const (
-	accountStateUnknown accountStateStatus = iota
-	accountStateSignedOut
-	accountStateSignedIn
-)
-
-type AccountState struct {
-	Status accountStateStatus
-	Plan   string
-}
-
-type AccountStatePrefetch struct {
-	done  chan struct{}
-	state AccountState
-}
-
-func StartAccountStatePrefetch(ctx context.Context) *AccountStatePrefetch {
-	if ctx == nil {
-		ctx = context.Background()
-	}
-	p := &AccountStatePrefetch{done: make(chan struct{})}
-	go func() {
-		state := AccountState{Status: accountStateUnknown}
-		client, err := api.ClientFromEnvironment()
-		if err == nil {
-			prefetchCtx, cancel := context.WithTimeout(ctx, accountCheckTimeout)
-			defer cancel()
-			if disabled, known := cloudStatusDisabled(prefetchCtx, client); !known || !disabled {
-				state = launchAccountState(prefetchCtx, client)
-			}
-		}
-		p.state = state
-		close(p.done)
-	}()
-	return p
-}
-
-func (p *AccountStatePrefetch) StateIfReady() *AccountState {
-	if p == nil {
-		return nil
-	}
-	select {
-	case <-p.done:
-		state := p.state
-		return &state
-	default:
-		return nil
-	}
-}
-
-func (p *AccountStatePrefetch) StateUpdates(ctx context.Context) <-chan *AccountState {
-	if p == nil {
-		return nil
-	}
-	if ctx == nil {
-		ctx = context.Background()
-	}
-	out := make(chan *AccountState, 1)
-	go func() {
-		defer close(out)
-		select {
-		case <-p.done:
-			if p.state.Status == accountStateUnknown {
-				return
-			}
-			state := p.state
-			select {
-			case out <- &state:
-			case <-ctx.Done():
-			}
-		case <-ctx.Done():
-		}
-	}()
-	return out
-}
-
-func launchAccountState(ctx context.Context, client *api.Client) AccountState {
-	if client == nil {
-		return AccountState{Status: accountStateUnknown}
-	}
-
-	user, err := whoamiWithTimeout(ctx, client)
-	if err != nil {
-		var authErr api.AuthorizationError
-		if errors.As(err, &authErr) && authErr.StatusCode == http.StatusUnauthorized {
-			return AccountState{Status: accountStateSignedOut}
-		}
-		return AccountState{Status: accountStateUnknown}
-	}
-	if user == nil || strings.TrimSpace(user.Name) == "" {
-		return AccountState{Status: accountStateSignedOut}
-	}
-	return AccountState{
-		Status: accountStateSignedIn,
-		Plan:   strings.TrimSpace(user.Plan),
-	}
-}
-
-func whoamiWithTimeout(ctx context.Context, client *api.Client) (*api.UserResponse, error) {
-	if ctx == nil {
-		ctx = context.Background()
-	}
-	checkCtx, cancel := context.WithTimeout(ctx, accountCheckTimeout)
-	defer cancel()
-	return client.Whoami(checkCtx)
-}
-
-func ApplyAccountStateToSelectionItems(items []ModelItem, state AccountState) []SelectionItem {
-	out := make([]SelectionItem, len(items))
-	for i, item := range items {
-		out[i] = SelectionItem{
-			Name:              item.Name,
-			Description:       item.Description,
-			Recommended:       item.Recommended,
-			AvailabilityBadge: availabilityBadge(item, state),
-		}
-	}
-	return out
-}
-
-func SelectionItemsWithAccountState(items []ModelItem, state *AccountState) []SelectionItem {
-	if state == nil || !selectionItemsNeedAccountState(items) {
-		return ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateUnknown})
-	}
-	return ApplyAccountStateToSelectionItems(items, *state)
-}
-
-func selectionItemsNeedAccountState(items []ModelItem) bool {
-	for _, item := range items {
-		if isCloudModelName(item.Name) && itemHasRecommendationMetadata(item) {
-			return true
-		}
-	}
-	return false
-}
-
-func (c *launcherClient) selectionItemUpdates(ctx context.Context, items []ModelItem, state *AccountState) <-chan []SelectionItem {
-	if !selectionItemsNeedAccountState(items) || state != nil {
-		return nil
-	}
-	if ctx == nil {
-		ctx = context.Background()
-	}
-
-	stateUpdates := c.accountStateUpdateSource(ctx)
-	if stateUpdates == nil {
-		return nil
-	}
-
-	out := make(chan []SelectionItem, 1)
-	go func() {
-		defer close(out)
-		select {
-		case state, ok := <-stateUpdates:
-			if !ok || state == nil {
-				return
-			}
-			select {
-			case out <- SelectionItemsWithAccountState(items, state):
-			case <-ctx.Done():
-			}
-		case <-ctx.Done():
-		}
-	}()
-	return out
-}
-
-func (c *launcherClient) accountStateUpdateSource(ctx context.Context) <-chan *AccountState {
-	if c.accountStateUpdates != nil {
-		return c.accountStateUpdates(ctx)
-	}
-	if c.apiClient == nil {
-		return nil
-	}
-	out := make(chan *AccountState, 1)
-	go func() {
-		defer close(out)
-		state := launchAccountState(ctx, c.apiClient)
-		if state.Status == accountStateUnknown {
-			return
-		}
-		select {
-		case out <- &state:
-		case <-ctx.Done():
-		}
-	}()
-	return out
-}
-
-func availabilityBadge(item ModelItem, state AccountState) string {
-	if !isCloudModelName(item.Name) {
-		return ""
-	}
-	switch state.Status {
-	case accountStateSignedOut:
-		if itemHasRecommendationMetadata(item) {
-			return "Sign in required"
-		}
-	case accountStateSignedIn:
-		if item.RequiredPlan != "" && !PlanSatisfies(state.Plan, item.RequiredPlan) {
-			return "Upgrade required"
-		}
-	}
-	return ""
-}
-
-func itemHasRecommendationMetadata(item ModelItem) bool {
-	return item.Recommended || strings.TrimSpace(item.RequiredPlan) != ""
-}
-
-func (c *launcherClient) ensureCloudModelAccess(ctx context.Context, model string) error {
-	item, ok := c.modelRecommendationItem(ctx, model)
-	if !ok || strings.TrimSpace(item.RequiredPlan) == "" {
-		return nil
-	}
-
-	state := launchAccountState(ctx, c.apiClient)
-	if state.Status != accountStateUnknown {
-		c.accountState = &state
-	}
-	if state.Status == accountStateUnknown {
-		return ErrPlanVerificationUnavailable
-	}
-
-	if state.Status == accountStateSignedOut {
-		if err := ensureCloudAuth(ctx, c.apiClient, model); err != nil {
-			return err
-		}
-		state = launchAccountState(ctx, c.apiClient)
-		if state.Status != accountStateUnknown {
-			c.accountState = &state
-		}
-		if state.Status == accountStateUnknown {
-			return ErrPlanVerificationUnavailable
-		}
-	}
-
-	if PlanSatisfies(state.Plan, item.RequiredPlan) {
-		return nil
-	}
-
-	if err := c.runUpgradeFlow(ctx, item); err != nil {
-		return err
-	}
-	state = launchAccountState(ctx, c.apiClient)
-	if state.Status == accountStateUnknown {
-		return ErrPlanVerificationUnavailable
-	}
-	if state.Status != accountStateSignedIn || !PlanSatisfies(state.Plan, item.RequiredPlan) {
-		return errUpgradeCancelled
-	}
-	return nil
-}
-
-func (c *launcherClient) modelRecommendationItem(ctx context.Context, model string) (ModelItem, bool) {
-	for _, item := range c.recommendations(ctx) {
-		if item.Name == model {
-			return item, true
-		}
-	}
-	return ModelItem{}, false
-}
-
-func (c *launcherClient) runUpgradeFlow(ctx context.Context, item ModelItem) error {
-	if DefaultUpgrade != nil {
-		if _, err := DefaultUpgrade(item.Name, item.RequiredPlan); err != nil {
-			if errors.Is(err, ErrCancelled) {
-				return errUpgradeCancelled
-			}
-			return err
-		}
-		return nil
-	}
-
-	yes, err := ConfirmPrompt(fmt.Sprintf("Upgrade to use %s?", item.Name))
-	if errors.Is(err, ErrCancelled) {
-		return errUpgradeCancelled
-	}
-	if err != nil {
-		return err
-	}
-	if !yes {
-		return errUpgradeCancelled
-	}
-
-	fmt.Fprintf(os.Stderr, "\nTo upgrade, navigate to:\n    %s\n\n", DefaultUpgradeURL)
-	openNow, err := ConfirmPrompt("Open now?")
-	if errors.Is(err, ErrCancelled) {
-		return errUpgradeCancelled
-	}
-	if err != nil {
-		return err
-	}
-	if openNow {
-		OpenBrowser(DefaultUpgradeURL)
-	} else {
-		return errUpgradeCancelled
-	}
-
-	spinnerFrames := []string{"|", "/", "-", "\\"}
-	frame := 0
-	fmt.Fprintf(os.Stderr, "\033[90mwaiting for upgrade to complete... %s\033[0m", spinnerFrames[0])
-
-	ticker := time.NewTicker(200 * time.Millisecond)
-	defer ticker.Stop()
-
-	for {
-		select {
-		case <-ctx.Done():
-			fmt.Fprintf(os.Stderr, "\r\033[K")
-			return ctx.Err()
-		case <-ticker.C:
-			frame++
-			fmt.Fprintf(os.Stderr, "\r\033[90mwaiting for upgrade to complete... %s\033[0m", spinnerFrames[frame%len(spinnerFrames)])
-			if frame%10 != 0 {
-				continue
-			}
-			state := launchAccountState(ctx, c.apiClient)
-			if state.Status == accountStateUnknown {
-				fmt.Fprintf(os.Stderr, "\r\033[K")
-				return ErrPlanVerificationUnavailable
-			}
-			if state.Status == accountStateSignedIn && PlanSatisfies(state.Plan, item.RequiredPlan) {
-				fmt.Fprintf(os.Stderr, "\r\033[K\033[A\r\033[K\033[1mplan updated\033[0m\n")
-				return nil
-			}
-		}
-	}
-}
-
-// PlanSatisfies reports whether currentPlan can use a model that has a requiredPlan.
-func PlanSatisfies(currentPlan, requiredPlan string) bool {
-	required := normalizePlan(requiredPlan)
-	if required == "" || required == "free" {
-		return true
-	}
-	current := normalizePlan(currentPlan)
-	return current != "" && current != "free"
-}
-
-func normalizePlan(plan string) string {
-	return strings.ToLower(strings.TrimSpace(plan))
-}

cmd/launch/claude_desktop.go

@@ -1,888 +0,0 @@
-package launch
-
-import (
-	"context"
-	"encoding/json"
-	"errors"
-	"fmt"
-	"io"
-	"net/http"
-	"os"
-	"os/exec"
-	"path/filepath"
-	"runtime"
-	"strings"
-	"time"
-
-	"github.com/ollama/ollama/cmd/config"
-	"github.com/ollama/ollama/cmd/internal/fileutil"
-	"golang.org/x/term"
-)
-
-const (
-	claudeDesktopIntegrationName = "claude-desktop"
-	claudeDesktopProfileName     = "Ollama"
-	claudeDesktopProfileID       = "00000000-0000-4000-8000-000000000114"
-	claudeDesktopGatewayBaseURL  = "https://ollama.com"
-	claudeDesktopAPIKeyURL       = "https://ollama.com/settings/keys"
-	claudeDesktopModelLabel      = "Ollama Cloud"
-	claudeDesktopUnsupported     = "Claude Desktop is no longer supported. Existing installations can be restored with 'ollama launch claude-desktop --restore'."
-	claudeDesktopSuccessMessage  = "Claude Desktop profile changed to Ollama Cloud."
-	claudeDesktopRestoreMessage  = "To restore the usual Claude profile, run: ollama launch claude-desktop --restore"
-	claudeDesktopRestoredMessage = "Claude Desktop restored to the usual Claude profile."
-)
-
-var (
-	claudeDesktopGOOS           = runtime.GOOS
-	claudeDesktopUserHome       = os.UserHomeDir
-	claudeDesktopStat           = os.Stat
-	claudeDesktopOpenApp        = defaultClaudeDesktopOpenApp
-	claudeDesktopOpenAppPath    = defaultClaudeDesktopOpenAppPath
-	claudeDesktopQuitApp        = defaultClaudeDesktopQuitApp
-	claudeDesktopIsRunning      = defaultClaudeDesktopIsRunning
-	claudeDesktopRunningAppPath = defaultClaudeDesktopRunningAppPath
-	claudeDesktopGlob           = filepath.Glob
-	claudeDesktopSleep          = time.Sleep
-	claudeDesktopHTTPClient     = http.DefaultClient
-	claudeDesktopPromptAPIKey   = promptClaudeDesktopAPIKey
-	claudeDesktopValidateAPIKey = validateClaudeDesktopAPIKey
-)
-
-// ClaudeDesktop configures and launches Claude Desktop in third-party
-// inference mode using Ollama Cloud as the gateway.
-type ClaudeDesktop struct{}
-
-func (c *ClaudeDesktop) String() string { return "Claude Desktop" }
-
-func (c *ClaudeDesktop) Supported() error { return claudeDesktopSupported() }
-
-func (c *ClaudeDesktop) Paths() []string {
-	return nil
-}
-
-func (c *ClaudeDesktop) AutodiscoveredModel() string {
-	return claudeDesktopModelLabel
-}
-
-func (c *ClaudeDesktop) ConfigureAutodiscovery() error {
-	if err := claudeDesktopSupported(); err != nil {
-		return err
-	}
-
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		return err
-	}
-
-	key, err := claudeDesktopValidatedAPIKey(context.Background(), claudeDesktopTargetProfilePaths(targets))
-	if err != nil {
-		return err
-	}
-
-	for _, path := range targets.normalConfigs {
-		if err := writeClaudeDesktopDeploymentMode(path, "3p"); err != nil {
-			return err
-		}
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		if err := writeClaudeDesktopDeploymentMode(target.desktopConfig, "3p"); err != nil {
-			return err
-		}
-		if err := writeClaudeDesktopMeta(target.meta, claudeDesktopProfileID, claudeDesktopProfileName); err != nil {
-			return err
-		}
-		if err := writeClaudeDesktopGatewayProfile(target.profile, key, true); err != nil {
-			return err
-		}
-	}
-	return nil
-}
-
-func (c *ClaudeDesktop) RestoreHint() string {
-	return claudeDesktopRestoreMessage
-}
-
-func (c *ClaudeDesktop) ConfigurationSuccessMessage() string {
-	return claudeDesktopSuccessMessage + "\n" + claudeDesktopRestoreMessage
-}
-
-func (c *ClaudeDesktop) RestoreSuccessMessage() string {
-	return claudeDesktopRestoredMessage
-}
-
-func (c *ClaudeDesktop) AutodiscoveryConfigured() bool {
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		return false
-	}
-	return claudeDesktopTargetsConfigured(targets)
-}
-
-func (c *ClaudeDesktop) Onboard() error {
-	return config.MarkIntegrationOnboarded(claudeDesktopIntegrationName)
-}
-
-func (c *ClaudeDesktop) RequiresInteractiveOnboarding() bool {
-	return false
-}
-
-func (c *ClaudeDesktop) SkipModelReadiness() bool {
-	return true
-}
-
-func (c *ClaudeDesktop) Run(_ string, _ []string) error {
-	return errClaudeDesktopUnsupported()
-}
-
-func (c *ClaudeDesktop) Restore() error {
-	if err := claudeDesktopSupported(); err != nil {
-		return err
-	}
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		return err
-	}
-
-	for _, path := range targets.normalConfigs {
-		if err := writeClaudeDesktopDeploymentMode(path, "1p"); err != nil {
-			return err
-		}
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		if err := writeClaudeDesktopDeploymentMode(target.desktopConfig, "1p"); err != nil {
-			return err
-		}
-		if err := restoreClaudeDesktopMeta(target.meta); err != nil {
-			return err
-		}
-		if err := restoreClaudeDesktopOllamaProfile(target.profile); err != nil {
-			return err
-		}
-	}
-	return claudeDesktopLaunchOrRestart("Restart Claude Desktop to use the usual Claude profile?")
-}
-
-func errClaudeDesktopUnsupported() error {
-	return errors.New(claudeDesktopUnsupported)
-}
-
-func claudeDesktopSupported() error {
-	switch claudeDesktopGOOS {
-	case "darwin", "windows":
-		return nil
-	default:
-		return fmt.Errorf("Claude Desktop launch is only supported on macOS and Windows")
-	}
-}
-
-func claudeDesktopInstalled() bool {
-	if claudeDesktopAppPath() != "" {
-		return true
-	}
-	if claudeDesktopGOOS == "windows" && claudeDesktopIsRunning() {
-		return true
-	}
-	for _, dir := range claudeDesktopProfileDirCandidates(false) {
-		if _, err := claudeDesktopStat(dir); err == nil {
-			return true
-		}
-	}
-	return false
-}
-
-func claudeDesktopAppPath() string {
-	if claudeDesktopGOOS != "darwin" && claudeDesktopGOOS != "windows" {
-		return ""
-	}
-	for _, path := range claudeDesktopAppCandidates() {
-		if _, err := claudeDesktopStat(path); err == nil {
-			return path
-		}
-	}
-	return ""
-}
-
-func claudeDesktopAppCandidates() []string {
-	switch claudeDesktopGOOS {
-	case "darwin":
-		return claudeDesktopDarwinAppCandidates()
-	case "windows":
-		return claudeDesktopWindowsAppCandidates()
-	default:
-		return nil
-	}
-}
-
-func claudeDesktopDarwinAppCandidates() []string {
-	candidates := []string{"/Applications/Claude.app"}
-	if home, err := claudeDesktopUserHome(); err == nil {
-		candidates = append(candidates, filepath.Join(home, "Applications", "Claude.app"))
-	}
-	return candidates
-}
-
-func claudeDesktopWindowsAppCandidates() []string {
-	local, err := claudeDesktopLocalAppData()
-	if err != nil {
-		return nil
-	}
-
-	candidates := []string{
-		filepath.Join(local, "Programs", "Claude", "Claude.exe"),
-		filepath.Join(local, "Programs", "Claude Desktop", "Claude.exe"),
-		filepath.Join(local, "Claude", "Claude.exe"),
-		filepath.Join(local, "Claude Nest", "Claude.exe"),
-		filepath.Join(local, "Claude Desktop", "Claude.exe"),
-		filepath.Join(local, "AnthropicClaude", "Claude.exe"),
-	}
-	for _, pattern := range []string{
-		filepath.Join(local, "AnthropicClaude", "app-*", "Claude.exe"),
-		filepath.Join(local, "Programs", "Claude", "app-*", "Claude.exe"),
-		filepath.Join(local, "Programs", "Claude Desktop", "app-*", "Claude.exe"),
-	} {
-		matches, _ := claudeDesktopGlob(pattern)
-		candidates = append(candidates, matches...)
-	}
-	return claudeDesktopDedupePaths(candidates)
-}
-
-func claudeDesktopDedupePaths(paths []string) []string {
-	out := make([]string, 0, len(paths))
-	seen := make(map[string]bool, len(paths))
-	for _, path := range paths {
-		if strings.TrimSpace(path) == "" {
-			continue
-		}
-		key := strings.ToLower(path)
-		if seen[key] {
-			continue
-		}
-		seen[key] = true
-		out = append(out, path)
-	}
-	return out
-}
-
-type claudeDesktopPaths struct {
-	normalConfig  string
-	desktopConfig string
-	meta          string
-	profile       string
-}
-
-type claudeDesktopThirdPartyPaths struct {
-	desktopConfig string
-	meta          string
-	profile       string
-}
-
-type claudeDesktopTargets struct {
-	normalConfigs      []string
-	thirdPartyProfiles []claudeDesktopThirdPartyPaths
-}
-
-func claudeDesktopConfigPaths() (claudeDesktopPaths, error) {
-	switch claudeDesktopGOOS {
-	case "darwin":
-		return claudeDesktopDarwinConfigPaths()
-	case "windows":
-		return claudeDesktopWindowsConfigPaths()
-	default:
-		return claudeDesktopPaths{}, claudeDesktopSupported()
-	}
-}
-
-func claudeDesktopDarwinConfigPaths() (claudeDesktopPaths, error) {
-	normalRoots, thirdPartyRoots, err := claudeDesktopDarwinProfileRoots()
-	if err != nil {
-		return claudeDesktopPaths{}, err
-	}
-	normalBase := normalRoots[0]
-	thirdPartyBase := thirdPartyRoots[0]
-	return claudeDesktopPaths{
-		normalConfig:  filepath.Join(normalBase, "claude_desktop_config.json"),
-		desktopConfig: filepath.Join(thirdPartyBase, "claude_desktop_config.json"),
-		meta:          filepath.Join(thirdPartyBase, "configLibrary", "_meta.json"),
-		profile:       filepath.Join(thirdPartyBase, "configLibrary", claudeDesktopProfileID+".json"),
-	}, nil
-}
-
-func claudeDesktopWindowsConfigPaths() (claudeDesktopPaths, error) {
-	normalBase, err := claudeDesktopProfileDir(true)
-	if err != nil {
-		return claudeDesktopPaths{}, err
-	}
-	thirdPartyBase, err := claudeDesktopProfileDir(false)
-	if err != nil {
-		return claudeDesktopPaths{}, err
-	}
-	return claudeDesktopPaths{
-		normalConfig:  filepath.Join(normalBase, "claude_desktop_config.json"),
-		desktopConfig: filepath.Join(thirdPartyBase, "claude_desktop_config.json"),
-		meta:          filepath.Join(thirdPartyBase, "configLibrary", "_meta.json"),
-		profile:       filepath.Join(thirdPartyBase, "configLibrary", claudeDesktopProfileID+".json"),
-	}, nil
-}
-
-func claudeDesktopProfileDir(normal bool) (string, error) {
-	candidates := claudeDesktopProfileDirCandidates(normal)
-	if len(candidates) == 0 {
-		return "", fmt.Errorf("Claude Desktop profile directory could not be resolved")
-	}
-	for _, candidate := range candidates {
-		if _, err := claudeDesktopStat(candidate); err == nil {
-			return candidate, nil
-		}
-	}
-	return candidates[0], nil
-}
-
-func claudeDesktopProfileDirCandidates(normal bool) []string {
-	if claudeDesktopGOOS != "windows" {
-		return nil
-	}
-	normalRoots, thirdPartyRoots, err := claudeDesktopWindowsProfileRoots()
-	if err != nil {
-		return nil
-	}
-	if normal {
-		return normalRoots
-	}
-	return thirdPartyRoots
-}
-
-func claudeDesktopDarwinProfileRoots() ([]string, []string, error) {
-	home, err := claudeDesktopUserHome()
-	if err != nil {
-		return nil, nil, err
-	}
-	base := filepath.Join(home, "Library", "Application Support")
-	return []string{filepath.Join(base, "Claude")}, []string{filepath.Join(base, "Claude-3p")}, nil
-}
-
-func claudeDesktopWindowsProfileRoots() ([]string, []string, error) {
-	local, err := claudeDesktopLocalAppData()
-	if err != nil {
-		return nil, nil, err
-	}
-	normalRoots := []string{
-		filepath.Join(local, "Claude"),
-		filepath.Join(local, "Claude Nest"),
-	}
-	thirdPartyRoots := []string{
-		filepath.Join(local, "Claude-3p"),
-		filepath.Join(local, "Claude Nest-3p"),
-	}
-	return normalRoots, thirdPartyRoots, nil
-}
-
-func claudeDesktopTargetPaths() (claudeDesktopTargets, error) {
-	var (
-		normalRoots     []string
-		thirdPartyRoots []string
-		err             error
-	)
-
-	switch claudeDesktopGOOS {
-	case "darwin":
-		normalRoots, thirdPartyRoots, err = claudeDesktopDarwinProfileRoots()
-	case "windows":
-		normalRoots, thirdPartyRoots, err = claudeDesktopWindowsProfileRoots()
-	default:
-		err = claudeDesktopSupported()
-	}
-	if err != nil {
-		return claudeDesktopTargets{}, err
-	}
-
-	return newClaudeDesktopTargets(normalRoots, thirdPartyRoots), nil
-}
-
-func newClaudeDesktopTargets(normalRoots, thirdPartyRoots []string) claudeDesktopTargets {
-	targets := claudeDesktopTargets{}
-	for _, root := range claudeDesktopDedupePaths(normalRoots) {
-		targets.normalConfigs = append(targets.normalConfigs, filepath.Join(root, "claude_desktop_config.json"))
-	}
-	for _, root := range claudeDesktopDedupePaths(thirdPartyRoots) {
-		targets.thirdPartyProfiles = append(targets.thirdPartyProfiles, claudeDesktopThirdPartyPaths{
-			desktopConfig: filepath.Join(root, "claude_desktop_config.json"),
-			meta:          filepath.Join(root, "configLibrary", "_meta.json"),
-			profile:       filepath.Join(root, "configLibrary", claudeDesktopProfileID+".json"),
-		})
-	}
-	return targets
-}
-
-func claudeDesktopTargetProfilePaths(targets claudeDesktopTargets) []string {
-	paths := make([]string, 0, len(targets.thirdPartyProfiles))
-	for _, target := range targets.thirdPartyProfiles {
-		paths = append(paths, target.profile)
-	}
-	return paths
-}
-
-func claudeDesktopLocalAppData() (string, error) {
-	if local := strings.TrimSpace(os.Getenv("LOCALAPPDATA")); local != "" {
-		return local, nil
-	}
-	if home := strings.TrimSpace(os.Getenv("USERPROFILE")); home != "" {
-		return filepath.Join(home, "AppData", "Local"), nil
-	}
-	home, err := claudeDesktopUserHome()
-	if err != nil {
-		return "", err
-	}
-	return filepath.Join(home, "AppData", "Local"), nil
-}
-
-type claudeDesktopAPIKeySource int
-
-const (
-	claudeDesktopAPIKeySourceNone claudeDesktopAPIKeySource = iota
-	claudeDesktopAPIKeySourceEnv
-	claudeDesktopAPIKeySourceProfile
-)
-
-func claudeDesktopValidatedAPIKey(ctx context.Context, profilePaths []string) (string, error) {
-	key, source, err := claudeDesktopAPIKey(profilePaths)
-	if err != nil {
-		return "", err
-	}
-	if err := claudeDesktopValidateAPIKey(ctx, key); err == nil {
-		return key, nil
-	} else if source != claudeDesktopAPIKeySourceProfile || !canPromptClaudeDesktopAPIKey() {
-		return "", err
-	}
-	return promptValidClaudeDesktopAPIKey(ctx)
-}
-
-func claudeDesktopAPIKey(profilePaths []string) (string, claudeDesktopAPIKeySource, error) {
-	if key := strings.TrimSpace(os.Getenv("OLLAMA_API_KEY")); key != "" {
-		return key, claudeDesktopAPIKeySourceEnv, nil
-	}
-	for _, profilePath := range profilePaths {
-		if key := readClaudeDesktopGatewayAPIKey(profilePath); key != "" {
-			return key, claudeDesktopAPIKeySourceProfile, nil
-		}
-	}
-	key, err := promptClaudeDesktopAPIKeyValue()
-	return key, claudeDesktopAPIKeySourceNone, err
-}
-
-func canPromptClaudeDesktopAPIKey() bool {
-	return isInteractiveSession() && !currentLaunchConfirmPolicy.requireYesMessage
-}
-
-func promptValidClaudeDesktopAPIKey(ctx context.Context) (string, error) {
-	key, err := promptClaudeDesktopAPIKeyValue()
-	if err != nil {
-		return "", err
-	}
-	if err := claudeDesktopValidateAPIKey(ctx, key); err != nil {
-		return "", err
-	}
-	return key, nil
-}
-
-func promptClaudeDesktopAPIKeyValue() (string, error) {
-	if !canPromptClaudeDesktopAPIKey() {
-		return "", missingClaudeDesktopAPIKeyError()
-	}
-	key, err := claudeDesktopPromptAPIKey()
-	if err != nil {
-		return "", err
-	}
-	key = strings.TrimSpace(key)
-	if key == "" {
-		return "", missingClaudeDesktopAPIKeyError()
-	}
-	return key, nil
-}
-
-func missingClaudeDesktopAPIKeyError() error {
-	return fmt.Errorf("OLLAMA_API_KEY is required for Claude Desktop. Create an API key at %s, then re-run with OLLAMA_API_KEY set", claudeDesktopAPIKeyURL)
-}
-
-func promptClaudeDesktopAPIKey() (string, error) {
-	fmt.Fprint(os.Stderr, claudeDesktopAPIKeyPrompt())
-	key, err := term.ReadPassword(int(os.Stdin.Fd()))
-	fmt.Fprintln(os.Stderr)
-	if err != nil {
-		return "", err
-	}
-	return string(key), nil
-}
-
-func claudeDesktopAPIKeyPrompt() string {
-	return fmt.Sprintf("Create an Ollama API key at %s\nEnter Ollama API key (input hidden): ", claudeDesktopAPIKeyURL)
-}
-
-func readClaudeDesktopGatewayAPIKey(path string) string {
-	cfg, err := readClaudeDesktopJSON(path)
-	if err != nil {
-		return ""
-	}
-	key, _ := cfg["inferenceGatewayApiKey"].(string)
-	return strings.TrimSpace(key)
-}
-
-func validateClaudeDesktopAPIKey(ctx context.Context, key string) error {
-	ctx, cancel := context.WithTimeout(ctx, 15*time.Second)
-	defer cancel()
-
-	if claudeDesktopAPIKeyHasInvalidHeaderChars(key) {
-		return claudeDesktopAPIKeyVerificationError()
-	}
-
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, claudeDesktopGatewayBaseURL+"/v1/models", nil)
-	if err != nil {
-		return claudeDesktopAPIKeyVerificationError()
-	}
-	req.Header.Set("Authorization", "Bearer "+key)
-	req.Header.Set("Accept", "application/json")
-
-	resp, err := claudeDesktopHTTPClient.Do(req)
-	if err != nil {
-		return claudeDesktopAPIKeyVerificationError()
-	}
-	defer resp.Body.Close()
-	_, _ = io.Copy(io.Discard, io.LimitReader(resp.Body, 4<<10))
-
-	switch {
-	case resp.StatusCode == http.StatusUnauthorized || resp.StatusCode == http.StatusForbidden:
-		return fmt.Errorf("Ollama API key was rejected; create a valid key at %s", claudeDesktopAPIKeyURL)
-	case resp.StatusCode >= 200 && resp.StatusCode < 300:
-		return nil
-	default:
-		return fmt.Errorf("could not verify Ollama API key; ollama.com returned status %d, try again later", resp.StatusCode)
-	}
-}
-
-func claudeDesktopAPIKeyHasInvalidHeaderChars(key string) bool {
-	return strings.ContainsFunc(key, func(r rune) bool {
-		return r < ' ' || r == 0x7f
-	})
-}
-
-func claudeDesktopAPIKeyVerificationError() error {
-	return fmt.Errorf("could not verify Ollama API key; copy a key from %s and try again", claudeDesktopAPIKeyURL)
-}
-
-func writeClaudeDesktopDeploymentMode(path, mode string) error {
-	cfg, err := readClaudeDesktopJSONAllowMissing(path)
-	if err != nil {
-		return fmt.Errorf("parse Claude Desktop config: %w", err)
-	}
-	cfg["deploymentMode"] = mode
-	return writeClaudeDesktopJSON(path, cfg)
-}
-
-func writeClaudeDesktopMeta(path, id, name string) error {
-	meta, err := readClaudeDesktopJSONAllowMissing(path)
-	if err != nil {
-		return fmt.Errorf("parse Claude Desktop config metadata: %w", err)
-	}
-
-	meta["appliedId"] = id
-	entries := make([]any, 0)
-	for _, entry := range claudeDesktopAnySlice(meta["entries"]) {
-		entryMap, _ := entry.(map[string]any)
-		if entryMap == nil {
-			entries = append(entries, entry)
-			continue
-		}
-		if entryID, _ := entryMap["id"].(string); entryID == id {
-			continue
-		}
-		entries = append(entries, entryMap)
-	}
-	entries = append(entries, map[string]any{
-		"id":   id,
-		"name": name,
-	})
-	meta["entries"] = entries
-	return writeClaudeDesktopJSON(path, meta)
-}
-
-func writeClaudeDesktopGatewayProfile(path string, apiKey string, forceChooser bool) error {
-	cfg, err := readClaudeDesktopJSONAllowMissing(path)
-	if err != nil {
-		return fmt.Errorf("parse Claude Desktop Ollama profile: %w", err)
-	}
-	cfg["inferenceProvider"] = "gateway"
-	cfg["inferenceGatewayBaseUrl"] = claudeDesktopGatewayBaseURL
-	cfg["inferenceGatewayApiKey"] = apiKey
-	cfg["inferenceGatewayAuthScheme"] = "bearer"
-	delete(cfg, "inferenceModels")
-	cfg["disableDeploymentModeChooser"] = forceChooser
-	return writeClaudeDesktopJSON(path, cfg)
-}
-
-func restoreClaudeDesktopMeta(path string) error {
-	meta, err := readClaudeDesktopJSONAllowMissing(path)
-	if err != nil {
-		return fmt.Errorf("parse Claude Desktop config metadata: %w", err)
-	}
-	if len(meta) == 0 {
-		return nil
-	}
-
-	changed := false
-	if appliedID, _ := meta["appliedId"].(string); appliedID == claudeDesktopProfileID {
-		delete(meta, "appliedId")
-		changed = true
-	}
-
-	entries := claudeDesktopAnySlice(meta["entries"])
-	if entries != nil {
-		filtered := make([]any, 0, len(entries))
-		for _, entry := range entries {
-			entryMap, _ := entry.(map[string]any)
-			if entryID, _ := entryMap["id"].(string); entryID == claudeDesktopProfileID {
-				changed = true
-				continue
-			}
-			filtered = append(filtered, entry)
-		}
-		meta["entries"] = filtered
-	}
-
-	if !changed {
-		return nil
-	}
-	return writeClaudeDesktopJSON(path, meta)
-}
-
-func restoreClaudeDesktopOllamaProfile(path string) error {
-	cfg, err := readClaudeDesktopJSONAllowMissing(path)
-	if err != nil {
-		return fmt.Errorf("parse Claude Desktop Ollama profile: %w", err)
-	}
-	if len(cfg) == 0 {
-		return nil
-	}
-	cfg["disableDeploymentModeChooser"] = false
-	delete(cfg, "inferenceProvider")
-	delete(cfg, "inferenceGatewayBaseUrl")
-	delete(cfg, "inferenceGatewayAuthScheme")
-	delete(cfg, "inferenceModels")
-	return writeClaudeDesktopJSON(path, cfg)
-}
-
-func readClaudeDesktopAppliedID(path string) string {
-	meta, err := readClaudeDesktopJSON(path)
-	if err != nil {
-		return ""
-	}
-	applied, _ := meta["appliedId"].(string)
-	return applied
-}
-
-func readClaudeDesktopDeploymentMode(path string) string {
-	cfg, err := readClaudeDesktopJSON(path)
-	if err != nil {
-		return ""
-	}
-	mode, _ := cfg["deploymentMode"].(string)
-	return mode
-}
-
-func claudeDesktopTargetsConfigured(targets claudeDesktopTargets) bool {
-	if len(targets.normalConfigs) == 0 || len(targets.thirdPartyProfiles) == 0 {
-		return false
-	}
-	for _, path := range targets.normalConfigs {
-		if readClaudeDesktopDeploymentMode(path) != "3p" {
-			return false
-		}
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		if readClaudeDesktopDeploymentMode(target.desktopConfig) != "3p" {
-			return false
-		}
-		if !claudeDesktopThirdPartyProfileConfigured(target) {
-			return false
-		}
-	}
-	return true
-}
-
-func claudeDesktopThirdPartyProfileConfigured(target claudeDesktopThirdPartyPaths) bool {
-	if readClaudeDesktopAppliedID(target.meta) != claudeDesktopProfileID {
-		return false
-	}
-
-	cfg, err := readClaudeDesktopJSON(target.profile)
-	if err != nil {
-		return false
-	}
-	if s, _ := cfg["inferenceProvider"].(string); s != "gateway" {
-		return false
-	}
-	if s, _ := cfg["inferenceGatewayBaseUrl"].(string); strings.TrimRight(s, "/") != claudeDesktopGatewayBaseURL {
-		return false
-	}
-	if s, _ := cfg["inferenceGatewayApiKey"].(string); strings.TrimSpace(s) == "" {
-		return false
-	}
-	return true
-}
-
-func readClaudeDesktopJSONAllowMissing(path string) (map[string]any, error) {
-	cfg, err := readClaudeDesktopJSON(path)
-	if errors.Is(err, os.ErrNotExist) {
-		return map[string]any{}, nil
-	}
-	return cfg, err
-}
-
-func readClaudeDesktopJSON(path string) (map[string]any, error) {
-	data, err := os.ReadFile(path)
-	if err != nil {
-		return nil, err
-	}
-	var cfg map[string]any
-	if err := json.Unmarshal(data, &cfg); err != nil {
-		return nil, err
-	}
-	if cfg == nil {
-		cfg = map[string]any{}
-	}
-	return cfg, nil
-}
-
-func writeClaudeDesktopJSON(path string, cfg any) error {
-	data, err := json.MarshalIndent(cfg, "", "  ")
-	if err != nil {
-		return err
-	}
-	data = append(data, '\n')
-	if err := os.MkdirAll(filepath.Dir(path), 0o755); err != nil {
-		return err
-	}
-	return fileutil.WriteWithBackup(path, data)
-}
-
-func claudeDesktopAnySlice(value any) []any {
-	switch v := value.(type) {
-	case []any:
-		return v
-	case nil:
-		return nil
-	default:
-		return nil
-	}
-}
-
-func claudeDesktopLaunchOrRestart(prompt string) error {
-	if !claudeDesktopIsRunning() {
-		return claudeDesktopOpenApp()
-	}
-	restartAppPath := ""
-	if claudeDesktopGOOS == "windows" {
-		restartAppPath = claudeDesktopRunningAppPath()
-	}
-
-	restart, err := ConfirmPrompt(prompt)
-	if err != nil {
-		return err
-	}
-	if !restart {
-		fmt.Fprintln(os.Stderr, "\nQuit and reopen Claude Desktop when you're ready for the profile change to take effect.")
-		return nil
-	}
-
-	if err := claudeDesktopQuitApp(); err != nil {
-		return fmt.Errorf("quit Claude Desktop: %w", err)
-	}
-	if err := waitForClaudeDesktopExit(30 * time.Second); err != nil {
-		return err
-	}
-	if restartAppPath != "" {
-		return claudeDesktopOpenAppPath(restartAppPath)
-	}
-	return claudeDesktopOpenApp()
-}
-
-func waitForClaudeDesktopExit(timeout time.Duration) error {
-	deadline := time.Now().Add(timeout)
-	for time.Now().Before(deadline) {
-		if !claudeDesktopIsRunning() {
-			return nil
-		}
-		claudeDesktopSleep(200 * time.Millisecond)
-	}
-	return fmt.Errorf("Claude Desktop did not quit; quit it manually and re-run the command")
-}
-
-func defaultClaudeDesktopIsRunning() bool {
-	switch claudeDesktopGOOS {
-	case "darwin":
-		out, err := exec.Command("pgrep", "-f", "Claude.app/Contents/MacOS/Claude").Output()
-		return err == nil && strings.TrimSpace(string(out)) != ""
-	case "windows":
-		out, err := exec.Command("powershell.exe", "-NoProfile", "-Command", `(Get-Process claude -ErrorAction SilentlyContinue | Where-Object { $_.MainWindowHandle -ne 0 } | Select-Object -First 1).Id`).Output()
-		return err == nil && strings.TrimSpace(string(out)) != ""
-	default:
-		return false
-	}
-}
-
-func defaultClaudeDesktopOpenApp() error {
-	switch claudeDesktopGOOS {
-	case "windows":
-		if path := claudeDesktopAppPath(); path != "" {
-			return claudeDesktopOpenAppPath(path)
-		}
-		if path := claudeDesktopRunningAppPath(); path != "" {
-			return claudeDesktopOpenAppPath(path)
-		}
-		return fmt.Errorf("Claude Desktop executable was not found; open Claude Desktop manually once and re-run 'ollama launch claude-desktop --restore'")
-	case "darwin":
-		return openClaudeDesktopDarwin()
-	default:
-		return claudeDesktopSupported()
-	}
-}
-
-func defaultClaudeDesktopOpenAppPath(path string) error {
-	switch claudeDesktopGOOS {
-	case "windows":
-		return exec.Command("powershell.exe", "-NoProfile", "-Command", "Start-Process -FilePath "+quotePowerShellString(path)).Run()
-	case "darwin":
-		return openClaudeDesktopDarwin()
-	default:
-		return claudeDesktopSupported()
-	}
-}
-
-func openClaudeDesktopDarwin() error {
-	cmd := exec.Command("open", "-a", "Claude")
-	cmd.Stdout = os.Stdout
-	cmd.Stderr = os.Stderr
-	return cmd.Run()
-}
-
-func defaultClaudeDesktopRunningAppPath() string {
-	if claudeDesktopGOOS != "windows" {
-		return ""
-	}
-	script := `(Get-Process claude -ErrorAction SilentlyContinue | Where-Object { $_.MainWindowHandle -ne 0 -and $_.Path } | Select-Object -First 1 -ExpandProperty Path)`
-	out, err := exec.Command("powershell.exe", "-NoProfile", "-Command", script).Output()
-	if err != nil {
-		return ""
-	}
-	return strings.TrimSpace(string(out))
-}
-
-func defaultClaudeDesktopQuitApp() error {
-	if claudeDesktopGOOS == "windows" {
-		script := `Get-Process claude -ErrorAction SilentlyContinue | Where-Object { $_.MainWindowHandle -ne 0 } | ForEach-Object { [void]$_.CloseMainWindow() }`
-		return exec.Command("powershell.exe", "-NoProfile", "-Command", script).Run()
-	}
-	return exec.Command("osascript", "-e", `tell application "Claude" to quit`).Run()
-}
-
-func quotePowerShellString(s string) string {
-	return "'" + strings.ReplaceAll(s, "'", "''") + "'"
-}

cmd/launch/claude_desktop_test.go

@@ -1,946 +0,0 @@
-package launch
-
-import (
-	"context"
-	"encoding/json"
-	"errors"
-	"io"
-	"net/http"
-	"os"
-	"path/filepath"
-	"strings"
-	"testing"
-	"time"
-)
-
-type roundTripFunc func(*http.Request) (*http.Response, error)
-
-func (f roundTripFunc) RoundTrip(req *http.Request) (*http.Response, error) {
-	return f(req)
-}
-
-func withClaudeDesktopPlatform(t *testing.T, goos string) {
-	t.Helper()
-	old := claudeDesktopGOOS
-	claudeDesktopGOOS = goos
-	t.Cleanup(func() {
-		claudeDesktopGOOS = old
-	})
-}
-
-func withClaudeDesktopValidation(t *testing.T, fn func(context.Context, string) error) {
-	t.Helper()
-	old := claudeDesktopValidateAPIKey
-	claudeDesktopValidateAPIKey = fn
-	t.Cleanup(func() {
-		claudeDesktopValidateAPIKey = old
-	})
-}
-
-func withClaudeDesktopPrompt(t *testing.T, fn func() (string, error)) {
-	t.Helper()
-	old := claudeDesktopPromptAPIKey
-	claudeDesktopPromptAPIKey = fn
-	t.Cleanup(func() {
-		claudeDesktopPromptAPIKey = old
-	})
-}
-
-func withClaudeDesktopProcessHooks(t *testing.T, running func() bool, quit func() error, open func() error) {
-	t.Helper()
-	oldRunning := claudeDesktopIsRunning
-	oldQuit := claudeDesktopQuitApp
-	oldOpen := claudeDesktopOpenApp
-	oldOpenPath := claudeDesktopOpenAppPath
-	oldRunningPath := claudeDesktopRunningAppPath
-	oldSleep := claudeDesktopSleep
-	claudeDesktopIsRunning = running
-	claudeDesktopQuitApp = quit
-	claudeDesktopOpenApp = open
-	claudeDesktopOpenAppPath = oldOpenPath
-	claudeDesktopRunningAppPath = oldRunningPath
-	claudeDesktopSleep = func(time.Duration) {}
-	t.Cleanup(func() {
-		claudeDesktopIsRunning = oldRunning
-		claudeDesktopQuitApp = oldQuit
-		claudeDesktopOpenApp = oldOpen
-		claudeDesktopOpenAppPath = oldOpenPath
-		claudeDesktopRunningAppPath = oldRunningPath
-		claudeDesktopSleep = oldSleep
-	})
-}
-
-func claudeDesktopReadJSON(t *testing.T, path string) map[string]any {
-	t.Helper()
-	data, err := os.ReadFile(path)
-	if err != nil {
-		t.Fatalf("read %s: %v", path, err)
-	}
-	var cfg map[string]any
-	if err := json.Unmarshal(data, &cfg); err != nil {
-		t.Fatalf("parse %s: %v", path, err)
-	}
-	return cfg
-}
-
-func TestClaudeDesktopIntegration(t *testing.T) {
-	c := &ClaudeDesktop{}
-
-	t.Run("implements Runner", func(t *testing.T) {
-		var _ Runner = c
-	})
-	t.Run("implements managed autodiscovery integration", func(t *testing.T) {
-		var _ ManagedAutodiscoveryIntegration = c
-	})
-	t.Run("does not use local Ollama Cloud auth gate", func(t *testing.T) {
-		if _, ok := any(c).(ManagedAutodiscoveryCloudIntegration); ok {
-			t.Fatal("Claude Desktop should validate OLLAMA_API_KEY directly instead of requiring local Ollama Cloud sign-in")
-		}
-	})
-	t.Run("implements restore", func(t *testing.T) {
-		var _ RestorableIntegration = c
-	})
-	t.Run("has restore hint", func(t *testing.T) {
-		var _ RestoreHintIntegration = c
-		if !strings.Contains(c.RestoreHint(), "--restore") {
-			t.Fatalf("expected restore hint to mention --restore, got %q", c.RestoreHint())
-		}
-		if strings.Contains(c.RestoreHint(), "Tip:") {
-			t.Fatalf("restore hint should not use Tip wording, got %q", c.RestoreHint())
-		}
-	})
-	t.Run("has success messages", func(t *testing.T) {
-		var _ ConfigurationSuccessIntegration = c
-		var _ RestoreSuccessIntegration = c
-		if got := c.ConfigurationSuccessMessage(); got != "Claude Desktop profile changed to Ollama Cloud.\nTo restore the usual Claude profile, run: ollama launch claude-desktop --restore" {
-			t.Fatalf("configuration success message = %q", got)
-		}
-		if got := c.RestoreSuccessMessage(); got != "Claude Desktop restored to the usual Claude profile." {
-			t.Fatalf("restore success message = %q", got)
-		}
-	})
-	t.Run("skips local model readiness", func(t *testing.T) {
-		var _ ManagedModelReadinessSkipper = c
-		if !c.SkipModelReadiness() {
-			t.Fatal("expected Claude Desktop to skip local model readiness")
-		}
-	})
-}
-
-func TestLaunchIntegration_ClaudeDesktopLaunchReturnsUnsupported(t *testing.T) {
-	for _, name := range []string{"claude-desktop", "claude-app"} {
-		t.Run(name, func(t *testing.T) {
-			err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{Name: name})
-			if err == nil {
-				t.Fatal("expected Claude Desktop launch to fail")
-			}
-			if !strings.Contains(err.Error(), "Claude Desktop is no longer supported") {
-				t.Fatalf("expected unsupported guidance, got %v", err)
-			}
-			if !strings.Contains(err.Error(), "ollama launch claude-desktop --restore") {
-				t.Fatalf("expected restore guidance, got %v", err)
-			}
-		})
-	}
-}
-
-func TestLaunchIntegration_ClaudeDesktopRestoreStillWorks(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	withClaudeDesktopProcessHooks(t, func() bool { return false }, func() error { return nil }, func() error { return nil })
-
-	if err := os.MkdirAll(filepath.Join(tmpDir, "Applications", "Claude.app"), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.meta, []byte(`{"appliedId":"`+claudeDesktopProfileID+`","entries":[{"id":"`+claudeDesktopProfileID+`","name":"Ollama"}]}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"disableDeploymentModeChooser":true,"inferenceGatewayApiKey":"keep","inferenceProvider":"gateway","inferenceGatewayBaseUrl":"https://ollama.com","inferenceGatewayAuthScheme":"bearer"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	stderr := captureStderr(t, func() {
-		err = LaunchIntegration(context.Background(), IntegrationLaunchRequest{Name: "claude-desktop", Restore: true})
-	})
-	if err != nil {
-		t.Fatalf("LaunchIntegration restore returned error: %v", err)
-	}
-	if !strings.Contains(stderr, claudeDesktopRestoredMessage) {
-		t.Fatalf("expected restore success message, got stderr: %q", stderr)
-	}
-	desktopConfig := claudeDesktopReadJSON(t, paths.desktopConfig)
-	if desktopConfig["deploymentMode"] != "1p" {
-		t.Fatalf("deploymentMode = %v, want 1p", desktopConfig["deploymentMode"])
-	}
-}
-
-func TestClaudeDesktopConfigureWritesOllamaCloudProfile(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-
-	var validatedKey string
-	withClaudeDesktopValidation(t, func(_ context.Context, key string) error {
-		validatedKey = key
-		return nil
-	})
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.desktopConfig), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.meta), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.desktopConfig, []byte(`{"existing":true}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.meta, []byte(`{"entries":[{"id":"custom","name":"Custom"}]}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := (&ClaudeDesktop{}).ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("Configure returned error: %v", err)
-	}
-	if validatedKey != "test-api-key" {
-		t.Fatalf("validated key = %q, want test API key", validatedKey)
-	}
-
-	desktopConfig := claudeDesktopReadJSON(t, paths.desktopConfig)
-	if desktopConfig["existing"] != true {
-		t.Fatalf("existing desktop config key was not preserved: %v", desktopConfig)
-	}
-	if desktopConfig["deploymentMode"] != "3p" {
-		t.Fatalf("deploymentMode = %v, want 3p", desktopConfig["deploymentMode"])
-	}
-	normalConfig := claudeDesktopReadJSON(t, paths.normalConfig)
-	if normalConfig["deploymentMode"] != "3p" {
-		t.Fatalf("normal deploymentMode = %v, want 3p", normalConfig["deploymentMode"])
-	}
-
-	meta := claudeDesktopReadJSON(t, paths.meta)
-	if meta["appliedId"] != claudeDesktopProfileID {
-		t.Fatalf("appliedId = %v, want %s", meta["appliedId"], claudeDesktopProfileID)
-	}
-	entries, _ := meta["entries"].([]any)
-	if len(entries) != 2 {
-		t.Fatalf("entries len = %d, want 2: %v", len(entries), entries)
-	}
-
-	profile := claudeDesktopReadJSON(t, paths.profile)
-	if profile["inferenceProvider"] != "gateway" {
-		t.Fatalf("inferenceProvider = %v, want gateway", profile["inferenceProvider"])
-	}
-	if profile["inferenceGatewayBaseUrl"] != claudeDesktopGatewayBaseURL {
-		t.Fatalf("base URL = %v, want %s", profile["inferenceGatewayBaseUrl"], claudeDesktopGatewayBaseURL)
-	}
-	if profile["inferenceGatewayApiKey"] != "test-api-key" {
-		t.Fatal("expected configured API key to be written")
-	}
-	if profile["inferenceGatewayAuthScheme"] != "bearer" {
-		t.Fatalf("auth scheme = %v, want bearer", profile["inferenceGatewayAuthScheme"])
-	}
-	if profile["disableDeploymentModeChooser"] != true {
-		t.Fatalf("disableDeploymentModeChooser = %v, want true", profile["disableDeploymentModeChooser"])
-	}
-	if _, ok := profile["inferenceModels"]; ok {
-		t.Fatalf("inferenceModels should be omitted so Claude can discover models, got %v", profile["inferenceModels"])
-	}
-}
-
-func TestClaudeDesktopConfigureAutodiscoveryRemovesExistingModelCatalog(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error { return nil })
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"inferenceModels":["qwen3.5"],"inferenceGatewayApiKey":"old"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := (&ClaudeDesktop{}).ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("ConfigureAutodiscovery returned error: %v", err)
-	}
-
-	profile := claudeDesktopReadJSON(t, paths.profile)
-	if _, ok := profile["inferenceModels"]; ok {
-		t.Fatalf("inferenceModels should be removed, got %v", profile["inferenceModels"])
-	}
-	if profile["inferenceGatewayApiKey"] != "test-api-key" {
-		t.Fatal("expected env API key to replace the old key")
-	}
-}
-
-func TestClaudeDesktopWindowsConfigPathsUseLocalAppData(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	t.Setenv("LOCALAPPDATA", filepath.Join(tmpDir, "LocalAppData"))
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if want := filepath.Join(tmpDir, "LocalAppData", "Claude-3p", "claude_desktop_config.json"); paths.desktopConfig != want {
-		t.Fatalf("desktop config = %q, want %q", paths.desktopConfig, want)
-	}
-	if want := filepath.Join(tmpDir, "LocalAppData", "Claude", "claude_desktop_config.json"); paths.normalConfig != want {
-		t.Fatalf("normal config = %q, want %q", paths.normalConfig, want)
-	}
-}
-
-func TestClaudeDesktopWindowsConfigPathsFallbackToNestProfile(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	if err := os.MkdirAll(filepath.Join(local, "Claude Nest-3p"), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if want := filepath.Join(local, "Claude Nest-3p", "claude_desktop_config.json"); paths.desktopConfig != want {
-		t.Fatalf("desktop config = %q, want %q", paths.desktopConfig, want)
-	}
-}
-
-func TestClaudeDesktopAutodiscoveryConfiguredOnWindows(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	t.Setenv("LOCALAPPDATA", filepath.Join(tmpDir, "LocalAppData"))
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error { return nil })
-
-	c := &ClaudeDesktop{}
-	if err := c.ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("Configure returned error: %v", err)
-	}
-	if !c.AutodiscoveryConfigured() {
-		t.Fatal("expected Claude Desktop autodiscovery config to be detected on Windows")
-	}
-}
-
-func TestClaudeDesktopConfigureAutodiscoveryTouchesAllWindowsProfileCandidates(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error { return nil })
-
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if len(targets.normalConfigs) != 2 {
-		t.Fatalf("normal config target count = %d, want 2", len(targets.normalConfigs))
-	}
-	if len(targets.thirdPartyProfiles) != 2 {
-		t.Fatalf("third-party target count = %d, want 2", len(targets.thirdPartyProfiles))
-	}
-
-	c := &ClaudeDesktop{}
-	if err := c.ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("ConfigureAutodiscovery returned error: %v", err)
-	}
-
-	for _, path := range targets.normalConfigs {
-		cfg := claudeDesktopReadJSON(t, path)
-		if cfg["deploymentMode"] != "3p" {
-			t.Fatalf("%s deploymentMode = %v, want 3p", path, cfg["deploymentMode"])
-		}
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		cfg := claudeDesktopReadJSON(t, target.desktopConfig)
-		if cfg["deploymentMode"] != "3p" {
-			t.Fatalf("%s deploymentMode = %v, want 3p", target.desktopConfig, cfg["deploymentMode"])
-		}
-		meta := claudeDesktopReadJSON(t, target.meta)
-		if meta["appliedId"] != claudeDesktopProfileID {
-			t.Fatalf("%s appliedId = %v, want %s", target.meta, meta["appliedId"], claudeDesktopProfileID)
-		}
-		profile := claudeDesktopReadJSON(t, target.profile)
-		if profile["inferenceProvider"] != "gateway" {
-			t.Fatalf("%s inferenceProvider = %v, want gateway", target.profile, profile["inferenceProvider"])
-		}
-		if profile["inferenceGatewayBaseUrl"] != claudeDesktopGatewayBaseURL {
-			t.Fatalf("%s base URL = %v, want %s", target.profile, profile["inferenceGatewayBaseUrl"], claudeDesktopGatewayBaseURL)
-		}
-		if profile["inferenceGatewayApiKey"] != "test-api-key" {
-			t.Fatalf("%s should contain the configured API key", target.profile)
-		}
-		if _, ok := profile["inferenceModels"]; ok {
-			t.Fatalf("%s inferenceModels should be omitted, got %v", target.profile, profile["inferenceModels"])
-		}
-	}
-	if !c.AutodiscoveryConfigured() {
-		t.Fatal("expected all Windows profile candidates to be considered configured")
-	}
-
-	if err := writeClaudeDesktopDeploymentMode(targets.thirdPartyProfiles[1].desktopConfig, "1p"); err != nil {
-		t.Fatal(err)
-	}
-	if c.AutodiscoveryConfigured() {
-		t.Fatal("expected a stale Windows candidate to force reconfiguration")
-	}
-}
-
-func TestClaudeDesktopInstalledOnWindowsRecognizesLocalProfileDir(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	withClaudeDesktopProcessHooks(t, func() bool { return false }, func() error { return nil }, func() error { return nil })
-	if err := os.MkdirAll(filepath.Join(local, "Claude-3p"), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	if !claudeDesktopInstalled() {
-		t.Fatal("expected Claude Desktop to be installed when the Windows profile directory exists")
-	}
-}
-
-func TestClaudeDesktopWindowsAppPathFindsAnthropicClaudeInstall(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	want := filepath.Join(local, "AnthropicClaude", "app-1.2.3", "Claude.exe")
-	if err := os.MkdirAll(filepath.Dir(want), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(want, []byte(""), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	if got := claudeDesktopAppPath(); got != want {
-		t.Fatalf("claudeDesktopAppPath() = %q, want %q", got, want)
-	}
-}
-
-func TestWaitForClaudeDesktopExitUsesRunningHook(t *testing.T) {
-	withClaudeDesktopPlatform(t, "windows")
-	runningChecks := 0
-	withClaudeDesktopProcessHooks(t,
-		func() bool {
-			runningChecks++
-			return runningChecks == 1
-		},
-		func() error { return nil },
-		func() error { return nil },
-	)
-
-	if err := waitForClaudeDesktopExit(time.Second); err != nil {
-		t.Fatalf("waitForClaudeDesktopExit returned error: %v", err)
-	}
-	if runningChecks < 2 {
-		t.Fatalf("expected running hook to be checked until the visible window exits, got %d checks", runningChecks)
-	}
-}
-
-func TestClaudeDesktopWindowsRestoreRestartUsesCapturedDesktopPath(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	t.Setenv("LOCALAPPDATA", filepath.Join(tmpDir, "LocalAppData"))
-	restoreConfirm := withLaunchConfirmPolicy(launchConfirmPolicy{yes: true})
-	defer restoreConfirm()
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.meta, []byte(`{"appliedId":"`+claudeDesktopProfileID+`","entries":[{"id":"`+claudeDesktopProfileID+`","name":"Ollama"}]}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"disableDeploymentModeChooser":true,"inferenceGatewayApiKey":"keep"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	desktopPath := `C:\Users\parth\AppData\Local\AnthropicClaude\app-1.2.3\Claude.exe`
-	running := true
-	var openedPath string
-	withClaudeDesktopProcessHooks(t,
-		func() bool { return running },
-		func() error {
-			running = false
-			return nil
-		},
-		func() error {
-			t.Fatal("expected restart to open the captured Desktop executable path, not the generic launcher")
-			return nil
-		},
-	)
-	claudeDesktopRunningAppPath = func() string { return desktopPath }
-	claudeDesktopOpenAppPath = func(path string) error {
-		openedPath = path
-		return nil
-	}
-
-	if err := (&ClaudeDesktop{}).Restore(); err != nil {
-		t.Fatalf("Restore returned error: %v", err)
-	}
-	if openedPath != desktopPath {
-		t.Fatalf("opened path = %q, want %q", openedPath, desktopPath)
-	}
-}
-
-func TestClaudeDesktopWindowsOpenDoesNotFallBackToClaudeCommand(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	t.Setenv("LOCALAPPDATA", filepath.Join(tmpDir, "LocalAppData"))
-
-	oldRunningPath := claudeDesktopRunningAppPath
-	claudeDesktopRunningAppPath = func() string { return "" }
-	t.Cleanup(func() { claudeDesktopRunningAppPath = oldRunningPath })
-
-	err := defaultClaudeDesktopOpenApp()
-	if err == nil || !strings.Contains(err.Error(), "Claude Desktop executable was not found") {
-		t.Fatalf("defaultClaudeDesktopOpenApp error = %v, want executable-not-found error", err)
-	}
-}
-
-func TestClaudeDesktopConfigureStopsBeforeWriteWhenKeyValidationFails(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "bad-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error {
-		return errors.New("invalid key")
-	})
-
-	err := (&ClaudeDesktop{}).ConfigureAutodiscovery()
-	if err == nil || !strings.Contains(err.Error(), "invalid key") {
-		t.Fatalf("Configure error = %v, want invalid key", err)
-	}
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if _, err := os.Stat(paths.desktopConfig); !errors.Is(err, os.ErrNotExist) {
-		t.Fatalf("desktop config should not be written after validation failure, stat err = %v", err)
-	}
-}
-
-func TestValidateClaudeDesktopAPIKeyUsesClaudeModelsRoute(t *testing.T) {
-	oldClient := claudeDesktopHTTPClient
-	var gotPath, gotAuth string
-	claudeDesktopHTTPClient = &http.Client{Transport: roundTripFunc(func(req *http.Request) (*http.Response, error) {
-		gotPath = req.URL.Path
-		gotAuth = req.Header.Get("Authorization")
-		return &http.Response{
-			StatusCode: http.StatusOK,
-			Body:       io.NopCloser(strings.NewReader(`{"data":[]}`)),
-			Header:     make(http.Header),
-		}, nil
-	})}
-	t.Cleanup(func() {
-		claudeDesktopHTTPClient = oldClient
-	})
-
-	if err := validateClaudeDesktopAPIKey(context.Background(), "test-key"); err != nil {
-		t.Fatalf("validateClaudeDesktopAPIKey returned error: %v", err)
-	}
-	if gotPath != "/v1/models" {
-		t.Fatalf("validation path = %q, want /v1/models", gotPath)
-	}
-	if gotAuth != "Bearer test-key" {
-		t.Fatalf("Authorization header = %q, want bearer key", gotAuth)
-	}
-}
-
-func TestValidateClaudeDesktopAPIKeyHidesInvalidHeaderDetails(t *testing.T) {
-	err := validateClaudeDesktopAPIKey(context.Background(), "bad\nkey")
-	if err == nil {
-		t.Fatal("expected validation error for key with newline")
-	}
-	if !strings.Contains(err.Error(), "could not verify Ollama API key") {
-		t.Fatalf("validation error = %v, want friendly verification message", err)
-	}
-	if strings.Contains(err.Error(), "invalid header") || strings.Contains(err.Error(), "net/http") {
-		t.Fatalf("validation error should not expose transport internals: %v", err)
-	}
-	if !strings.Contains(err.Error(), "https://ollama.com/settings/keys") {
-		t.Fatalf("validation error should include settings link: %v", err)
-	}
-}
-
-func TestClaudeDesktopConfigureRequiresAPIKey(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "")
-	withClaudeDesktopValidation(t, func(context.Context, string) error {
-		t.Fatal("validation should not run without an API key")
-		return nil
-	})
-
-	err := (&ClaudeDesktop{}).ConfigureAutodiscovery()
-	if err == nil || !strings.Contains(err.Error(), "OLLAMA_API_KEY is required") {
-		t.Fatalf("Configure error = %v, want missing key guidance", err)
-	}
-}
-
-func TestClaudeDesktopAPIKeyPromptIncludesSettingsLink(t *testing.T) {
-	prompt := claudeDesktopAPIKeyPrompt()
-	if !strings.Contains(prompt, "Enter Ollama API key") {
-		t.Fatalf("prompt should ask for the API key, got %q", prompt)
-	}
-	if !strings.Contains(prompt, "https://ollama.com/settings/keys") {
-		t.Fatalf("prompt should include API key settings link, got %q", prompt)
-	}
-}
-
-func TestClaudeDesktopConfigureReusesExistingAPIKey(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "")
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"inferenceGatewayApiKey":"existing-key"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	var validatedKey string
-	withClaudeDesktopValidation(t, func(_ context.Context, key string) error {
-		validatedKey = key
-		return nil
-	})
-
-	if err := (&ClaudeDesktop{}).ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("ConfigureAutodiscovery returned error: %v", err)
-	}
-	if validatedKey != "existing-key" {
-		t.Fatalf("validated key = %q, want existing-key", validatedKey)
-	}
-}
-
-func TestClaudeDesktopConfigureReplacesInvalidExistingAPIKey(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	withInteractiveSession(t, true)
-	t.Setenv("OLLAMA_API_KEY", "")
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"inferenceGatewayApiKey":"stale-key"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	var validated []string
-	withClaudeDesktopValidation(t, func(_ context.Context, key string) error {
-		validated = append(validated, key)
-		if key == "stale-key" {
-			return errors.New("invalid key")
-		}
-		return nil
-	})
-	withClaudeDesktopPrompt(t, func() (string, error) {
-		return "replacement-key", nil
-	})
-
-	if err := (&ClaudeDesktop{}).ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("ConfigureAutodiscovery returned error: %v", err)
-	}
-	if diff := compareStrings(validated, []string{"stale-key", "replacement-key"}); diff != "" {
-		t.Fatalf("validated keys mismatch: %s", diff)
-	}
-	profile := claudeDesktopReadJSON(t, paths.profile)
-	if profile["inferenceGatewayApiKey"] != "replacement-key" {
-		t.Fatalf("configured key = %v, want replacement-key", profile["inferenceGatewayApiKey"])
-	}
-}
-
-func TestClaudeDesktopConfigureReusesExistingAPIKeyFromAnyWindowsProfile(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	t.Setenv("OLLAMA_API_KEY", "")
-
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	fallbackProfile := targets.thirdPartyProfiles[1].profile
-	if err := os.MkdirAll(filepath.Dir(fallbackProfile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(fallbackProfile, []byte(`{"inferenceGatewayApiKey":"fallback-key"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	var validatedKey string
-	withClaudeDesktopValidation(t, func(_ context.Context, key string) error {
-		validatedKey = key
-		return nil
-	})
-
-	if err := (&ClaudeDesktop{}).ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("ConfigureAutodiscovery returned error: %v", err)
-	}
-	if validatedKey != "fallback-key" {
-		t.Fatalf("validated key = %q, want fallback-key", validatedKey)
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		profile := claudeDesktopReadJSON(t, target.profile)
-		if profile["inferenceGatewayApiKey"] != "fallback-key" {
-			t.Fatalf("%s should reuse fallback key, got %v", target.profile, profile["inferenceGatewayApiKey"])
-		}
-	}
-}
-
-func TestClaudeDesktopAutodiscoveryConfiguredRequiresAppliedOllamaProfile(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error { return nil })
-
-	c := &ClaudeDesktop{}
-	if err := c.ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("Configure returned error: %v", err)
-	}
-	if !c.AutodiscoveryConfigured() {
-		t.Fatal("expected Claude Desktop autodiscovery config to be detected")
-	}
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.meta, []byte(`{"appliedId":"custom"}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if c.AutodiscoveryConfigured() {
-		t.Fatal("expected another applied profile to hide Claude Desktop autodiscovery config")
-	}
-}
-
-func TestClaudeDesktopAutodiscoveryConfiguredRequiresAPIKey(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	t.Setenv("OLLAMA_API_KEY", "test-api-key")
-	withClaudeDesktopValidation(t, func(context.Context, string) error { return nil })
-
-	c := &ClaudeDesktop{}
-	if err := c.ConfigureAutodiscovery(); err != nil {
-		t.Fatalf("Configure returned error: %v", err)
-	}
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	profile := claudeDesktopReadJSON(t, paths.profile)
-	delete(profile, "inferenceGatewayApiKey")
-	data, err := json.Marshal(profile)
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, data, 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if c.AutodiscoveryConfigured() {
-		t.Fatal("expected missing gateway API key to force Claude Desktop reconfiguration")
-	}
-}
-
-func TestClaudeDesktopRestoreSwitchesBackToFirstPartyMode(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "darwin")
-	withClaudeDesktopProcessHooks(t, func() bool { return false }, func() error { return nil }, func() error { return nil })
-
-	paths, err := claudeDesktopConfigPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if err := os.MkdirAll(filepath.Dir(paths.profile), 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.meta, []byte(`{"appliedId":"`+claudeDesktopProfileID+`","entries":[{"id":"`+claudeDesktopProfileID+`","name":"Ollama"}]}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(paths.profile, []byte(`{"disableDeploymentModeChooser":true,"inferenceGatewayApiKey":"keep","inferenceProvider":"gateway","inferenceGatewayBaseUrl":"https://ollama.com","inferenceGatewayAuthScheme":"bearer","inferenceModels":["legacy"]}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := (&ClaudeDesktop{}).Restore(); err != nil {
-		t.Fatalf("Restore returned error: %v", err)
-	}
-
-	desktopConfig := claudeDesktopReadJSON(t, paths.desktopConfig)
-	if desktopConfig["deploymentMode"] != "1p" {
-		t.Fatalf("deploymentMode = %v, want 1p", desktopConfig["deploymentMode"])
-	}
-	normalConfig := claudeDesktopReadJSON(t, paths.normalConfig)
-	if normalConfig["deploymentMode"] != "1p" {
-		t.Fatalf("normal deploymentMode = %v, want 1p", normalConfig["deploymentMode"])
-	}
-	profile := claudeDesktopReadJSON(t, paths.profile)
-	if profile["disableDeploymentModeChooser"] != false {
-		t.Fatalf("disableDeploymentModeChooser = %v, want false", profile["disableDeploymentModeChooser"])
-	}
-	if profile["inferenceGatewayApiKey"] != "keep" {
-		t.Fatal("restore should leave existing Ollama profile credentials in place")
-	}
-	for _, key := range []string{"inferenceProvider", "inferenceGatewayBaseUrl", "inferenceGatewayAuthScheme", "inferenceModels"} {
-		if _, ok := profile[key]; ok {
-			t.Fatalf("restore should clear stale %s from the Ollama profile: %v", key, profile)
-		}
-	}
-	meta := claudeDesktopReadJSON(t, paths.meta)
-	if _, ok := meta["appliedId"]; ok {
-		t.Fatalf("restore should clear the applied Ollama third-party profile: %v", meta)
-	}
-	if (&ClaudeDesktop{}).AutodiscoveryConfigured() {
-		t.Fatal("restore should leave Claude Desktop autodiscovery unconfigured")
-	}
-}
-
-func TestClaudeDesktopRestoreTouchesAllWindowsProfileCandidates(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	withClaudeDesktopPlatform(t, "windows")
-	local := filepath.Join(tmpDir, "LocalAppData")
-	t.Setenv("LOCALAPPDATA", local)
-	withClaudeDesktopProcessHooks(t, func() bool { return false }, func() error { return nil }, func() error { return nil })
-
-	targets, err := claudeDesktopTargetPaths()
-	if err != nil {
-		t.Fatal(err)
-	}
-	if len(targets.normalConfigs) != 2 {
-		t.Fatalf("normal config target count = %d, want 2", len(targets.normalConfigs))
-	}
-	if len(targets.thirdPartyProfiles) != 2 {
-		t.Fatalf("third-party target count = %d, want 2", len(targets.thirdPartyProfiles))
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		if err := os.MkdirAll(filepath.Dir(target.profile), 0o755); err != nil {
-			t.Fatal(err)
-		}
-		if err := os.WriteFile(target.meta, []byte(`{"appliedId":"`+claudeDesktopProfileID+`","entries":[{"id":"`+claudeDesktopProfileID+`","name":"Ollama"}]}`), 0o644); err != nil {
-			t.Fatal(err)
-		}
-		if err := os.WriteFile(target.profile, []byte(`{"disableDeploymentModeChooser":true,"inferenceGatewayApiKey":"keep","inferenceProvider":"gateway","inferenceGatewayBaseUrl":"https://ollama.com","inferenceGatewayAuthScheme":"bearer","inferenceModels":["legacy"]}`), 0o644); err != nil {
-			t.Fatal(err)
-		}
-	}
-
-	if err := (&ClaudeDesktop{}).Restore(); err != nil {
-		t.Fatalf("Restore returned error: %v", err)
-	}
-
-	for _, path := range targets.normalConfigs {
-		cfg := claudeDesktopReadJSON(t, path)
-		if cfg["deploymentMode"] != "1p" {
-			t.Fatalf("%s deploymentMode = %v, want 1p", path, cfg["deploymentMode"])
-		}
-	}
-	for _, target := range targets.thirdPartyProfiles {
-		cfg := claudeDesktopReadJSON(t, target.desktopConfig)
-		if cfg["deploymentMode"] != "1p" {
-			t.Fatalf("%s deploymentMode = %v, want 1p", target.desktopConfig, cfg["deploymentMode"])
-		}
-		meta := claudeDesktopReadJSON(t, target.meta)
-		if _, ok := meta["appliedId"]; ok {
-			t.Fatalf("%s should not keep the Ollama applied profile: %v", target.meta, meta)
-		}
-		profile := claudeDesktopReadJSON(t, target.profile)
-		if profile["disableDeploymentModeChooser"] != false {
-			t.Fatalf("%s disableDeploymentModeChooser = %v, want false", target.profile, profile["disableDeploymentModeChooser"])
-		}
-		if profile["inferenceGatewayApiKey"] != "keep" {
-			t.Fatalf("%s should preserve gateway API key", target.profile)
-		}
-		for _, key := range []string{"inferenceProvider", "inferenceGatewayBaseUrl", "inferenceGatewayAuthScheme", "inferenceModels"} {
-			if _, ok := profile[key]; ok {
-				t.Fatalf("%s should clear stale %s: %v", target.profile, key, profile)
-			}
-		}
-	}
-}
-
-func TestClaudeDesktopRunReturnsUnsupported(t *testing.T) {
-	withClaudeDesktopPlatform(t, "darwin")
-
-	withClaudeDesktopProcessHooks(t,
-		func() bool {
-			t.Fatal("Run should not inspect Claude Desktop process state")
-			return false
-		},
-		func() error {
-			t.Fatal("Run should not quit Claude Desktop")
-			return nil
-		},
-		func() error {
-			t.Fatal("Run should not open Claude Desktop")
-			return nil
-		},
-	)
-
-	for _, args := range [][]string{nil, {"--foo"}} {
-		err := (&ClaudeDesktop{}).Run("qwen3.5", args)
-		if err == nil {
-			t.Fatal("expected Run to fail")
-		}
-		if !strings.Contains(err.Error(), "Claude Desktop is no longer supported") {
-			t.Fatalf("expected unsupported guidance, got %v", err)
-		}
-		if !strings.Contains(err.Error(), "ollama launch claude-desktop --restore") {
-			t.Fatalf("expected restore guidance, got %v", err)
-		}
-	}
-}

cmd/launch/cline.go

@@ -78,7 +78,7 @@ func (c *Cline) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	return fileutil.WriteWithBackup(configPath, data, "cline")
+	return fileutil.WriteWithBackup(configPath, data)
 }
 
 func (c *Cline) Models() []string {

cmd/launch/command_test.go

@@ -61,9 +61,6 @@ func TestLaunchCmd(t *testing.T) {
 		if !strings.Contains(cmd.Long, "hermes") {
 			t.Error("Long description should mention hermes")
 		}
-		if !strings.Contains(cmd.Long, "kimi") {
-			t.Error("Long description should mention kimi")
-		}
 	})
 
 	t.Run("flags exist", func(t *testing.T) {
@@ -73,9 +70,6 @@ func TestLaunchCmd(t *testing.T) {
 		if cmd.Flags().Lookup("config") == nil {
 			t.Error("--config flag should exist")
 		}
-		if cmd.Flags().Lookup("restore") == nil {
-			t.Error("--restore flag should exist")
-		}
 		if cmd.Flags().Lookup("yes") == nil {
 			t.Error("--yes flag should exist")
 		}
@@ -210,52 +204,6 @@ func TestLaunchCmdTUICallback(t *testing.T) {
 			t.Error("TUI callback should NOT be called when flags or extra args are provided without an integration")
 		}
 	})
-
-	t.Run("--restore flag without integration returns error", func(t *testing.T) {
-		tuiCalled := false
-		mockTUI := func(cmd *cobra.Command) {
-			tuiCalled = true
-		}
-
-		cmd := LaunchCmd(mockCheck, mockTUI)
-		cmd.SetArgs([]string{"--restore"})
-		err := cmd.Execute()
-
-		if err == nil {
-			t.Fatal("expected --restore without an integration to fail")
-		}
-		if !strings.Contains(err.Error(), "require an integration name") {
-			t.Fatalf("expected integration-name guidance, got %v", err)
-		}
-		if tuiCalled {
-			t.Error("TUI callback should NOT be called when --restore is provided without an integration")
-		}
-	})
-}
-
-func TestLaunchCmdClaudeDesktopLaunchReturnsUnsupported(t *testing.T) {
-	for _, name := range []string{"claude-desktop", "claude-app"} {
-		t.Run(name, func(t *testing.T) {
-			cmd := LaunchCmd(func(cmd *cobra.Command, args []string) error {
-				t.Fatal("heartbeat check should not run before Claude Desktop unsupported error")
-				return nil
-			}, func(cmd *cobra.Command) {
-				t.Fatal("TUI callback should not run for direct integration launch")
-			})
-			cmd.SetArgs([]string{name})
-
-			err := cmd.Execute()
-			if err == nil {
-				t.Fatal("expected Claude Desktop launch command to fail")
-			}
-			if !strings.Contains(err.Error(), "Claude Desktop is no longer supported") {
-				t.Fatalf("expected unsupported guidance, got %v", err)
-			}
-			if !strings.Contains(err.Error(), "ollama launch claude-desktop --restore") {
-				t.Fatalf("expected restore guidance, got %v", err)
-			}
-		})
-	}
 }
 
 func TestLaunchCmdNilHeartbeat(t *testing.T) {
@@ -322,8 +270,6 @@ func TestLaunchCmdModelFlagClearsDisabledCloudOverride(t *testing.T) {
 		switch r.URL.Path {
 		case "/api/status":
 			fmt.Fprintf(w, `{"cloud":{"disabled":true,"source":"config"}}`)
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"llama3.2"}]}`)
 		case "/api/show":
@@ -344,7 +290,7 @@ func TestLaunchCmdModelFlagClearsDisabledCloudOverride(t *testing.T) {
 
 	var selectorCalls int
 	var gotCurrent string
-	DefaultSingleSelector = func(title string, items []SelectionItem, current string) (string, error) {
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
 		selectorCalls++
 		gotCurrent = current
 		return "llama3.2", nil
@@ -380,41 +326,6 @@ func TestLaunchCmdModelFlagClearsDisabledCloudOverride(t *testing.T) {
 	}
 }
 
-func TestLaunchCmdAutodiscoveryDefaultLaunchDoesNotForceConfigure(t *testing.T) {
-	tmpDir := t.TempDir()
-	setLaunchTestHome(t, tmpDir)
-	withInteractiveSession(t, true)
-	withLauncherHooks(t)
-
-	runner := &launcherManagedAutodiscoveryRunner{
-		autodiscoveryConfigured: true,
-	}
-	restore := OverrideIntegration("stubauto", runner)
-	defer restore()
-
-	if err := config.SaveIntegration("stubauto", []string{"Ollama Cloud"}); err != nil {
-		t.Fatalf("failed to save managed integration config: %v", err)
-	}
-	if err := config.MarkIntegrationOnboarded("stubauto"); err != nil {
-		t.Fatalf("failed to mark integration onboarded: %v", err)
-	}
-
-	cmd := LaunchCmd(func(cmd *cobra.Command, args []string) error { return nil }, func(cmd *cobra.Command) {
-		t.Fatal("TUI callback should not run for direct integration launch")
-	})
-	cmd.SetArgs([]string{"stubauto"})
-	if err := cmd.Execute(); err != nil {
-		t.Fatalf("launch command failed: %v", err)
-	}
-
-	if runner.autodiscoveryConfigures != 0 {
-		t.Fatalf("expected default autodiscovery launch to reuse existing config, got %d configures", runner.autodiscoveryConfigures)
-	}
-	if runner.ranModel != "Ollama Cloud" {
-		t.Fatalf("expected launch to run autodiscovery label, got %q", runner.ranModel)
-	}
-}
-
 func TestLaunchCmdYes_AutoConfirmsLaunchPromptPath(t *testing.T) {
 	tmpDir := t.TempDir()
 	setLaunchTestHome(t, tmpDir)
@@ -504,7 +415,7 @@ func TestLaunchCmdHeadlessWithYes_AutoPullsMissingLocalModel(t *testing.T) {
 	}
 }
 
-func TestLaunchCmdHeadlessWithoutYes_AllowsConfiguredLaunch(t *testing.T) {
+func TestLaunchCmdHeadlessWithoutYes_ReturnsActionableConfirmError(t *testing.T) {
 	tmpDir := t.TempDir()
 	setLaunchTestHome(t, tmpDir)
 	withLauncherHooks(t)
@@ -536,14 +447,17 @@ func TestLaunchCmdHeadlessWithoutYes_AllowsConfiguredLaunch(t *testing.T) {
 	cmd := LaunchCmd(func(cmd *cobra.Command, args []string) error { return nil }, func(cmd *cobra.Command) {})
 	cmd.SetArgs([]string{"stubeditor", "--model", "llama3.2"})
 	err := cmd.Execute()
-	if err != nil {
-		t.Fatalf("expected launch command to succeed without --yes when an explicit model is provided, got %v", err)
+	if err == nil {
+		t.Fatal("expected launch command to fail without --yes in headless mode")
 	}
-	if diff := compareStringSlices(stub.edited, [][]string{{"llama3.2"}}); diff != "" {
-		t.Fatalf("unexpected editor writes (-want +got):\n%s", diff)
+	if !strings.Contains(err.Error(), "re-run with --yes") {
+		t.Fatalf("expected actionable --yes guidance, got %v", err)
 	}
-	if stub.ranModel != "llama3.2" {
-		t.Fatalf("expected launch to run configured model, got %q", stub.ranModel)
+	if len(stub.edited) != 0 {
+		t.Fatalf("expected no editor writes when confirmation is blocked, got %v", stub.edited)
+	}
+	if stub.ranModel != "" {
+		t.Fatalf("expected launch to abort before run, got %q", stub.ranModel)
 	}
 }
 
@@ -557,8 +471,6 @@ func TestLaunchCmdIntegrationArgPromptsForModelWithSavedSelection(t *testing.T)
 
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		switch r.URL.Path {
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"llama3.2"},{"name":"qwen3:8b"}]}`)
 		case "/api/show":
@@ -578,7 +490,7 @@ func TestLaunchCmdIntegrationArgPromptsForModelWithSavedSelection(t *testing.T)
 	defer func() { DefaultSingleSelector = oldSelector }()
 
 	var gotCurrent string
-	DefaultSingleSelector = func(title string, items []SelectionItem, current string) (string, error) {
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
 		gotCurrent = current
 		return "qwen3:8b", nil
 	}
@@ -632,7 +544,7 @@ func TestLaunchCmdHeadlessYes_IntegrationRequiresModelEvenWhenSaved(t *testing.T
 
 	oldSelector := DefaultSingleSelector
 	defer func() { DefaultSingleSelector = oldSelector }()
-	DefaultSingleSelector = func(title string, items []SelectionItem, current string) (string, error) {
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
 		t.Fatal("selector should not be called for headless --yes saved-model launch")
 		return "", nil
 	}
@@ -669,7 +581,7 @@ func TestLaunchCmdHeadlessYes_IntegrationWithoutSavedModelReturnsError(t *testin
 
 	oldSelector := DefaultSingleSelector
 	defer func() { DefaultSingleSelector = oldSelector }()
-	DefaultSingleSelector = func(title string, items []SelectionItem, current string) (string, error) {
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
 		t.Fatal("selector should not be called for headless --yes without saved model")
 		return "", nil
 	}

cmd/launch/droid.go

@@ -96,7 +96,7 @@ func (d *Droid) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	return fileutil.WriteWithBackup(settingsPath, data, "droid")
+	return fileutil.WriteWithBackup(settingsPath, data)
 }
 
 func updateDroidSettings(settingsMap map[string]any, settings droidSettings, models []string) map[string]any {

cmd/launch/droid_test.go

@@ -1172,7 +1172,7 @@ func TestDroidEdit_BackupCreated(t *testing.T) {
 
 	settingsDir := filepath.Join(tmpDir, ".factory")
 	settingsPath := filepath.Join(settingsDir, "settings.json")
-	backupDir := fileutil.BackupDir()
+	backupDir := filepath.Join(os.TempDir(), "ollama-backups")
 
 	os.MkdirAll(settingsDir, 0o755)
 
@@ -1186,7 +1186,7 @@ func TestDroidEdit_BackupCreated(t *testing.T) {
 	}
 
 	// Find backup containing our unique marker
-	backups, _ := filepath.Glob(filepath.Join(backupDir, "droid", "settings.json.*"))
+	backups, _ := filepath.Glob(filepath.Join(backupDir, "settings.json.*"))
 	foundBackup := false
 	for _, backup := range backups {
 		data, err := os.ReadFile(backup)

cmd/launch/hermes.go

@@ -4,15 +4,18 @@ import (
 	"bufio"
 	"bytes"
 	"context"
+	"errors"
 	"fmt"
 	"net/http"
 	"os"
 	"os/exec"
+	pathpkg "path"
 	"path/filepath"
 	"runtime"
 	"slices"
 	"strconv"
 	"strings"
+	"time"
 
 	"gopkg.in/yaml.v3"
 
@@ -63,13 +66,23 @@ var hermesMessagingEnvGroups = [][]string{
 // switching UX after startup.
 type Hermes struct{}
 
+type hermesConfigBackend struct {
+	displayPath string
+	read        func() ([]byte, error)
+	write       func([]byte) error
+}
+
 func (h *Hermes) String() string { return "Hermes Agent" }
 
 func (h *Hermes) Run(_ string, args []string) error {
 	// Hermes reads its primary model from config.yaml. launch configures that
 	// default model ahead of time so we can keep runtime invocation simple and
 	// still let Hermes discover additional models later via its own UX.
-	bin, err := h.binary()
+	if hermesGOOS == "windows" {
+		return h.runWindows(args)
+	}
+
+	bin, err := h.findUnixBinary()
 	if err != nil {
 		return err
 	}
@@ -82,21 +95,21 @@ func (h *Hermes) Run(_ string, args []string) error {
 }
 
 func (h *Hermes) Paths() []string {
-	configPath, err := hermesConfigPath()
+	backend, err := h.configBackend()
 	if err != nil {
 		return nil
 	}
-	return []string{configPath}
+	return []string{backend.displayPath}
 }
 
 func (h *Hermes) Configure(model string) error {
-	configPath, err := hermesConfigPath()
+	backend, err := h.configBackend()
 	if err != nil {
 		return err
 	}
 
 	cfg := map[string]any{}
-	if data, err := os.ReadFile(configPath); err == nil {
+	if data, err := backend.read(); err == nil {
 		if err := yaml.Unmarshal(data, &cfg); err != nil {
 			return fmt.Errorf("parse hermes config: %w", err)
 		}
@@ -129,18 +142,15 @@ func (h *Hermes) Configure(model string) error {
 	if err != nil {
 		return err
 	}
-	if err := os.MkdirAll(filepath.Dir(configPath), 0o755); err != nil {
-		return err
-	}
-	return fileutil.WriteWithBackup(configPath, data, "hermes")
+	return backend.write(data)
 }
 
 func (h *Hermes) CurrentModel() string {
-	configPath, err := hermesConfigPath()
+	backend, err := h.configBackend()
 	if err != nil {
 		return ""
 	}
-	data, err := os.ReadFile(configPath)
+	data, err := backend.read()
 	if err != nil {
 		return ""
 	}
@@ -178,7 +188,14 @@ func (h *Hermes) RefreshRuntimeAfterConfigure() error {
 }
 
 func (h *Hermes) installed() bool {
-	_, err := h.binary()
+	if hermesGOOS == "windows" {
+		if _, err := hermesLookPath("hermes"); err == nil {
+			return true
+		}
+		return h.wslHasHermes()
+	}
+
+	_, err := h.findUnixBinary()
 	return err == nil
 }
 
@@ -188,7 +205,7 @@ func (h *Hermes) ensureInstalled() error {
 	}
 
 	if hermesGOOS == "windows" {
-		return hermesWindowsHint()
+		return h.ensureInstalledWindows()
 	}
 
 	var missing []string
@@ -222,6 +239,42 @@ func (h *Hermes) ensureInstalled() error {
 	return nil
 }
 
+func (h *Hermes) ensureInstalledWindows() error {
+	// Hermes upstream support is WSL-oriented, so Windows launch uses a hybrid
+	// WSL handoff that stays on the same install path as upstream Hermes.
+	if _, err := hermesLookPath("hermes"); err == nil {
+		return nil
+	}
+	if !h.wslAvailable() {
+		return hermesWindowsHint(fmt.Errorf("hermes is not installed"))
+	}
+	if h.wslHasHermes() {
+		return nil
+	}
+
+	ok, err := ConfirmPromptWithOptions("Hermes runs through WSL2 on Windows. Install it in WSL now?", ConfirmOptions{
+		YesLabel: "Use WSL",
+		NoLabel:  "Show manual steps",
+	})
+	if err != nil {
+		return err
+	}
+	if !ok {
+		return hermesWindowsHint(fmt.Errorf("hermes is not installed"))
+	}
+
+	fmt.Fprintf(os.Stderr, "\nInstalling Hermes in WSL...\n")
+	if err := h.runWSL("bash", "-lc", hermesInstallScript); err != nil {
+		return hermesWindowsHint(fmt.Errorf("failed to install hermes in WSL: %w", err))
+	}
+	if !h.wslHasHermes() {
+		return hermesWindowsHint(fmt.Errorf("hermes install finished but the WSL binary was not found"))
+	}
+
+	fmt.Fprintf(os.Stderr, "%sHermes installed successfully in WSL%s\n\n", ansiGreen, ansiReset)
+	return nil
+}
+
 func (h *Hermes) listModels(defaultModel string) []string {
 	client := hermesOllamaClient()
 	resp, err := client.List(context.Background())
@@ -253,15 +306,11 @@ func (h *Hermes) listModels(defaultModel string) []string {
 	return models
 }
 
-func (h *Hermes) binary() (string, error) {
+func (h *Hermes) findUnixBinary() (string, error) {
 	if path, err := hermesLookPath("hermes"); err == nil {
 		return path, nil
 	}
 
-	if hermesGOOS == "windows" {
-		return "", hermesWindowsHint()
-	}
-
 	home, err := hermesUserHome()
 	if err != nil {
 		return "", err
@@ -274,6 +323,70 @@ func (h *Hermes) binary() (string, error) {
 	return "", fmt.Errorf("hermes is not installed")
 }
 
+func (h *Hermes) runWindows(args []string) error {
+	if path, err := hermesLookPath("hermes"); err == nil {
+		if err := h.runGatewaySetupPreflight(args, func() error {
+			return hermesAttachedCommand(path, "gateway", "setup").Run()
+		}); err != nil {
+			return err
+		}
+		return hermesAttachedCommand(path, args...).Run()
+	}
+	if !h.wslAvailable() {
+		return hermesWindowsHint(fmt.Errorf("hermes is not installed"))
+	}
+	if err := h.runGatewaySetupPreflight(args, func() error {
+		return h.runWSL("hermes", "gateway", "setup")
+	}); err != nil {
+		return err
+	}
+	if err := h.runWSL(append([]string{"hermes"}, args...)...); err != nil {
+		return hermesWindowsHint(err)
+	}
+	return nil
+}
+
+func (h *Hermes) runWSL(args ...string) error {
+	if !h.wslAvailable() {
+		return fmt.Errorf("wsl.exe is not available")
+	}
+
+	return hermesAttachedCommand("wsl.exe", "bash", "-lc", shellQuoteArgs(args)).Run()
+}
+
+func (h *Hermes) runWSLCombinedOutput(args ...string) ([]byte, error) {
+	if !h.wslAvailable() {
+		return nil, fmt.Errorf("wsl.exe is not available")
+	}
+
+	return hermesCommand("wsl.exe", "bash", "-lc", shellQuoteArgs(args)).CombinedOutput()
+}
+
+func (h *Hermes) wslAvailable() bool {
+	_, err := hermesLookPath("wsl.exe")
+	return err == nil
+}
+
+func (h *Hermes) wslHasHermes() bool {
+	if !h.wslAvailable() {
+		return false
+	}
+	cmd := hermesCommand("wsl.exe", "bash", "-lc", "command -v hermes >/dev/null 2>&1")
+	return cmd.Run() == nil
+}
+
+func (h *Hermes) configBackend() (*hermesConfigBackend, error) {
+	if hermesGOOS == "windows" {
+		if _, err := hermesLookPath("hermes"); err == nil {
+			return hermesLocalConfigBackend()
+		}
+		if h.wslAvailable() {
+			return h.wslConfigBackend()
+		}
+	}
+	return hermesLocalConfigBackend()
+}
+
 func hermesConfigPath() (string, error) {
 	home, err := hermesUserHome()
 	if err != nil {
@@ -282,6 +395,110 @@ func hermesConfigPath() (string, error) {
 	return filepath.Join(home, ".hermes", "config.yaml"), nil
 }
 
+func hermesLocalConfigBackend() (*hermesConfigBackend, error) {
+	configPath, err := hermesConfigPath()
+	if err != nil {
+		return nil, err
+	}
+	return &hermesConfigBackend{
+		displayPath: configPath,
+		read: func() ([]byte, error) {
+			return os.ReadFile(configPath)
+		},
+		write: func(data []byte) error {
+			if err := os.MkdirAll(filepath.Dir(configPath), 0o755); err != nil {
+				return err
+			}
+			return fileutil.WriteWithBackup(configPath, data)
+		},
+	}, nil
+}
+
+func (h *Hermes) wslConfigBackend() (*hermesConfigBackend, error) {
+	home, err := h.wslHome()
+	if err != nil {
+		return nil, err
+	}
+	configPath := pathpkg.Join(home, ".hermes", "config.yaml")
+	return &hermesConfigBackend{
+		displayPath: configPath,
+		read: func() ([]byte, error) {
+			return h.readWSLFile(configPath)
+		},
+		write: func(data []byte) error {
+			return h.writeWSLConfig(configPath, data)
+		},
+	}, nil
+}
+
+func (h *Hermes) wslHome() (string, error) {
+	if !h.wslAvailable() {
+		return "", fmt.Errorf("wsl.exe is not available")
+	}
+	cmd := hermesCommand("wsl.exe", "bash", "-lc", `printf %s "$HOME"`)
+	out, err := cmd.Output()
+	if err != nil {
+		return "", err
+	}
+	home := strings.TrimSpace(string(out))
+	if home == "" {
+		return "", fmt.Errorf("could not resolve WSL home directory")
+	}
+	return home, nil
+}
+
+func (h *Hermes) readWSLFile(path string) ([]byte, error) {
+	pathArg := shellQuoteArgs([]string{path})
+	cmd := hermesCommand("wsl.exe", "bash", "-lc", fmt.Sprintf("if [ -f %s ]; then cat %s; else exit 42; fi", pathArg, pathArg))
+	out, err := cmd.Output()
+	if err == nil {
+		return out, nil
+	}
+	var exitErr *exec.ExitError
+	if errors.As(err, &exitErr) && exitErr.ExitCode() == 42 {
+		return nil, os.ErrNotExist
+	}
+	return nil, err
+}
+
+func (h *Hermes) writeWSLConfig(path string, data []byte) error {
+	if existing, err := h.readWSLFile(path); err == nil {
+		if !bytes.Equal(existing, data) {
+			if err := hermesBackupData(path, existing); err != nil {
+				return fmt.Errorf("backup failed: %w", err)
+			}
+		}
+	} else if !os.IsNotExist(err) {
+		return fmt.Errorf("read existing file: %w", err)
+	}
+
+	dir := pathpkg.Dir(path)
+	dirArg := shellQuoteArgs([]string{dir})
+	pathArg := shellQuoteArgs([]string{path})
+	script := fmt.Sprintf(
+		"dir=%s; path=%s; mkdir -p \"$dir\" && tmp=$(mktemp \"$dir/.tmp-XXXXXX\") && cat > \"$tmp\" && mv \"$tmp\" \"$path\"",
+		dirArg,
+		pathArg,
+	)
+	cmd := hermesCommand("wsl.exe", "bash", "-lc", script)
+	cmd.Stdin = bytes.NewReader(data)
+	if out, err := cmd.CombinedOutput(); err != nil {
+		if msg := strings.TrimSpace(string(out)); msg != "" {
+			return fmt.Errorf("%w: %s", err, msg)
+		}
+		return err
+	}
+	return nil
+}
+
+func hermesBackupData(path string, data []byte) error {
+	if err := os.MkdirAll(fileutil.BackupDir(), 0o755); err != nil {
+		return err
+	}
+	backupPath := filepath.Join(fileutil.BackupDir(), fmt.Sprintf("%s.%d", filepath.Base(path), time.Now().Unix()))
+	return os.WriteFile(backupPath, data, 0o644)
+}
+
 func hermesBaseURL() string {
 	return strings.TrimRight(hermesOllamaURL().String(), "/") + "/v1"
 }
@@ -337,11 +554,8 @@ func (h *Hermes) messagingConfigured() bool {
 func (h *Hermes) gatewayEnvVars() (map[string]string, error) {
 	envVars := make(map[string]string)
 
-	envFilePath, err := hermesEnvPath()
-	if err != nil {
-		return nil, err
-	}
-	switch data, err := os.ReadFile(envFilePath); {
+	data, err := h.readGatewayEnvFile()
+	switch {
 	case err == nil:
 		for key, value := range hermesParseEnvFile(data) {
 			envVars[key] = value
@@ -352,10 +566,12 @@ func (h *Hermes) gatewayEnvVars() (map[string]string, error) {
 		return nil, err
 	}
 
-	for _, group := range hermesMessagingEnvGroups {
-		for _, key := range group {
-			if value, ok := os.LookupEnv(key); ok {
-				envVars[key] = value
+	if h.usesLocalRuntimeEnv() {
+		for _, group := range hermesMessagingEnvGroups {
+			for _, key := range group {
+				if value, ok := os.LookupEnv(key); ok {
+					envVars[key] = value
+				}
 			}
 		}
 	}
@@ -363,6 +579,39 @@ func (h *Hermes) gatewayEnvVars() (map[string]string, error) {
 	return envVars, nil
 }
 
+func (h *Hermes) readGatewayEnvFile() ([]byte, error) {
+	if hermesGOOS == "windows" {
+		if _, err := hermesLookPath("hermes"); err == nil {
+			path, err := hermesEnvPath()
+			if err != nil {
+				return nil, err
+			}
+			return os.ReadFile(path)
+		}
+		if h.wslAvailable() {
+			home, err := h.wslHome()
+			if err != nil {
+				return nil, err
+			}
+			return h.readWSLFile(pathpkg.Join(home, ".hermes", ".env"))
+		}
+	}
+
+	path, err := hermesEnvPath()
+	if err != nil {
+		return nil, err
+	}
+	return os.ReadFile(path)
+}
+
+func (h *Hermes) usesLocalRuntimeEnv() bool {
+	if hermesGOOS != "windows" {
+		return true
+	}
+	_, err := hermesLookPath("hermes")
+	return err == nil
+}
+
 func (h *Hermes) gatewayRunning() (bool, error) {
 	status, err := h.gatewayStatusOutput()
 	if err != nil {
@@ -372,7 +621,19 @@ func (h *Hermes) gatewayRunning() (bool, error) {
 }
 
 func (h *Hermes) gatewayStatusOutput() (string, error) {
-	bin, err := h.binary()
+	if hermesGOOS == "windows" {
+		if path, err := hermesLookPath("hermes"); err == nil {
+			out, err := hermesCommand(path, "gateway", "status").CombinedOutput()
+			return string(out), err
+		}
+		if !h.wslAvailable() {
+			return "", hermesWindowsHint(fmt.Errorf("hermes is not installed"))
+		}
+		out, err := h.runWSLCombinedOutput("hermes", "gateway", "status")
+		return string(out), err
+	}
+
+	bin, err := h.findUnixBinary()
 	if err != nil {
 		return "", err
 	}
@@ -381,7 +642,20 @@ func (h *Hermes) gatewayStatusOutput() (string, error) {
 }
 
 func (h *Hermes) restartGateway() error {
-	bin, err := h.binary()
+	if hermesGOOS == "windows" {
+		if path, err := hermesLookPath("hermes"); err == nil {
+			return hermesAttachedCommand(path, "gateway", "restart").Run()
+		}
+		if !h.wslAvailable() {
+			return hermesWindowsHint(fmt.Errorf("hermes is not installed"))
+		}
+		if err := h.runWSL("hermes", "gateway", "restart"); err != nil {
+			return hermesWindowsHint(err)
+		}
+		return nil
+	}
+
+	bin, err := h.findUnixBinary()
 	if err != nil {
 		return err
 	}
@@ -664,6 +938,14 @@ func mergeHermesToolsets(current any) any {
 	}
 }
 
+func shellQuoteArgs(args []string) string {
+	quoted := make([]string, 0, len(args))
+	for _, arg := range args {
+		quoted = append(quoted, "'"+strings.ReplaceAll(arg, "'", `'\''`)+"'")
+	}
+	return strings.Join(quoted, " ")
+}
+
 func hermesAttachedCommand(name string, args ...string) *exec.Cmd {
 	cmd := hermesCommand(name, args...)
 	cmd.Stdin = os.Stdin
@@ -672,8 +954,9 @@ func hermesAttachedCommand(name string, args ...string) *exec.Cmd {
 	return cmd
 }
 
-func hermesWindowsHint() error {
-	return fmt.Errorf("Hermes on Windows requires WSL2. Install WSL with: wsl --install\n" +
-		"Then run 'ollama launch hermes' from inside your WSL shell.\n" +
-		"Docs: https://hermes-agent.nousresearch.com/docs/getting-started/installation/")
+func hermesWindowsHint(err error) error {
+	if hermesGOOS != "windows" {
+		return err
+	}
+	return fmt.Errorf("%w\n\nHermes runs on Windows through WSL2.\nQuick setup: wsl --install\nInstaller docs: https://hermes-agent.nousresearch.com/docs/getting-started/installation/", err)
 }

cmd/launch/hermes_test.go

@@ -49,6 +49,15 @@ func withHermesUserHome(t *testing.T, dir string) {
 	})
 }
 
+func withHermesLookPath(t *testing.T, fn func(string) (string, error)) {
+	t.Helper()
+	old := hermesLookPath
+	hermesLookPath = fn
+	t.Cleanup(func() {
+		hermesLookPath = old
+	})
+}
+
 func clearHermesMessagingEnvVars(t *testing.T) {
 	t.Helper()
 	for _, group := range hermesMessagingEnvGroups {
@@ -103,8 +112,6 @@ func TestHermesConfigurePreservesExistingConfigAndEnablesWeb(t *testing.T) {
 		switch r.URL.Path {
 		case "/api/show":
 			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"gemma4"},{"name":"qwen3.5"},{"name":"llama3.3"}]}`)
 		default:
@@ -217,8 +224,6 @@ func TestHermesConfigureUpdatesMatchingCustomProviderWithoutDroppingFields(t *te
 		switch r.URL.Path {
 		case "/api/show":
 			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"gemma4"},{"name":"qwen3.5"},{"name":"llama3.3"}]}`)
 		default:
@@ -295,8 +300,6 @@ func TestHermesConfigureUsesLaunchResolvedHostForModelDiscovery(t *testing.T) {
 		switch r.URL.Path {
 		case "/api/show":
 			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"gemma4"},{"name":"qwen3.5"},{"name":"llama3.3"}]}`)
 		default:
@@ -362,8 +365,6 @@ func TestHermesConfigureMigratesLegacyManagedAliases(t *testing.T) {
 
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		switch r.URL.Path {
-		case "/api/experimental/model-recommendations":
-			fmt.Fprint(w, `{"recommendations":[]}`)
 		case "/api/tags":
 			fmt.Fprint(w, `{"models":[{"name":"gemma4"},{"name":"qwen3.5"}]}`)
 		default:
@@ -895,6 +896,64 @@ fi
 	}
 }
 
+func TestHermesRefreshRuntimeAfterConfigure_WindowsWSLRestartsRunningGateway(t *testing.T) {
+	if runtime.GOOS == "windows" {
+		t.Skip("uses POSIX shell test binaries to simulate WSL")
+	}
+
+	tmpDir := t.TempDir()
+	setTestHome(t, tmpDir)
+	withHermesPlatform(t, "windows")
+	t.Setenv("PATH", tmpDir+string(os.PathListSeparator)+os.Getenv("PATH"))
+
+	wslPath := filepath.Join(tmpDir, "wsl.exe")
+	wslScript := `#!/bin/sh
+printf '[%s]\n' "$*" >> "$HOME/wsl-invocations.log"
+exec /bin/sh -lc "$3"
+`
+	if err := os.WriteFile(wslPath, []byte(wslScript), 0o755); err != nil {
+		t.Fatal(err)
+	}
+
+	hermesBin := filepath.Join(tmpDir, "hermes")
+	hermesScript := `#!/bin/sh
+printf '[%s]\n' "$*" >> "$HOME/hermes-invocations.log"
+if [ "$1" = "gateway" ] && [ "$2" = "status" ]; then
+  printf '✓ Gateway is running (PID: 321)\n'
+fi
+`
+	if err := os.WriteFile(hermesBin, []byte(hermesScript), 0o755); err != nil {
+		t.Fatal(err)
+	}
+
+	withHermesLookPath(t, func(file string) (string, error) {
+		if file == "wsl.exe" {
+			return wslPath, nil
+		}
+		return "", os.ErrNotExist
+	})
+
+	h := &Hermes{}
+	if err := h.RefreshRuntimeAfterConfigure(); err != nil {
+		t.Fatalf("RefreshRuntimeAfterConfigure returned error: %v", err)
+	}
+
+	data, err := os.ReadFile(filepath.Join(tmpDir, "hermes-invocations.log"))
+	if err != nil {
+		t.Fatal(err)
+	}
+	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
+	if len(lines) != 2 {
+		t.Fatalf("expected WSL status then restart invocations, got %v", lines)
+	}
+	if lines[0] != "[gateway status]" {
+		t.Fatalf("expected WSL gateway status first, got %q", lines[0])
+	}
+	if lines[1] != "[gateway restart]" {
+		t.Fatalf("expected WSL gateway restart second, got %q", lines[1])
+	}
+}
+
 func TestHermesMessagingConfiguredRecognizesSupportedGatewayVars(t *testing.T) {
 	tmpDir := t.TempDir()
 	setTestHome(t, tmpDir)
@@ -943,7 +1002,82 @@ func TestHermesMessagingConfiguredRecognizesSupportedGatewayVars(t *testing.T) {
 	}
 }
 
-func TestHermesEnsureInstalledWindowsShowsWSLGuidance(t *testing.T) {
+func TestHermesRunWindowsWSL_UsesGatewaySetupPreflight(t *testing.T) {
+	if runtime.GOOS == "windows" {
+		t.Skip("uses POSIX shell test binaries to simulate WSL")
+	}
+
+	tmpDir := t.TempDir()
+	setTestHome(t, tmpDir)
+	withLauncherHooks(t)
+	withInteractiveSession(t, true)
+	withHermesPlatform(t, "windows")
+	clearHermesMessagingEnvVars(t)
+	t.Setenv("PATH", tmpDir+string(os.PathListSeparator)+os.Getenv("PATH"))
+
+	wslPath := filepath.Join(tmpDir, "wsl.exe")
+	wslScript := `#!/bin/sh
+printf '[%s]\n' "$*" >> "$HOME/wsl-invocations.log"
+exec /bin/sh -lc "$3"
+`
+	if err := os.WriteFile(wslPath, []byte(wslScript), 0o755); err != nil {
+		t.Fatal(err)
+	}
+
+	hermesBin := filepath.Join(tmpDir, "hermes")
+	hermesScript := `#!/bin/sh
+printf '[%s]\n' "$*" >> "$HOME/hermes-invocations.log"
+if [ "$1" = "gateway" ] && [ "$2" = "setup" ]; then
+  /bin/mkdir -p "$HOME/.hermes"
+  printf 'TELEGRAM_BOT_TOKEN=configured\n' > "$HOME/.hermes/.env"
+fi
+`
+	if err := os.WriteFile(hermesBin, []byte(hermesScript), 0o755); err != nil {
+		t.Fatal(err)
+	}
+
+	withHermesLookPath(t, func(file string) (string, error) {
+		if file == "wsl.exe" {
+			return wslPath, nil
+		}
+		return "", os.ErrNotExist
+	})
+
+	promptCount := 0
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		promptCount++
+		if prompt != hermesGatewaySetupTitle {
+			t.Fatalf("unexpected prompt %q", prompt)
+		}
+		return true, nil
+	}
+
+	h := &Hermes{}
+	if err := h.Run("", nil); err != nil {
+		t.Fatalf("Run returned error: %v", err)
+	}
+
+	if promptCount != 1 {
+		t.Fatalf("expected one messaging prompt, got %d", promptCount)
+	}
+
+	data, err := os.ReadFile(filepath.Join(tmpDir, "hermes-invocations.log"))
+	if err != nil {
+		t.Fatal(err)
+	}
+	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
+	if len(lines) != 2 {
+		t.Fatalf("expected WSL hermes to run setup then launch, got %v", lines)
+	}
+	if lines[0] != "[gateway setup]" {
+		t.Fatalf("expected WSL gateway setup first, got %q", lines[0])
+	}
+	if lines[1] != "[]" {
+		t.Fatalf("expected WSL default hermes launch second, got %q", lines[1])
+	}
+}
+
+func TestHermesEnsureInstalledWindowsWithoutWSLGivesGuidance(t *testing.T) {
 	tmpDir := t.TempDir()
 	setTestHome(t, tmpDir)
 	withHermesPlatform(t, "windows")
@@ -952,17 +1086,10 @@ func TestHermesEnsureInstalledWindowsShowsWSLGuidance(t *testing.T) {
 	h := &Hermes{}
 	err := h.ensureInstalled()
 	if err == nil {
-		t.Fatal("expected WSL guidance error")
+		t.Fatal("expected missing WSL guidance error")
 	}
-	msg := err.Error()
-	if !strings.Contains(msg, "wsl --install") {
-		t.Fatalf("expected install command in guidance, got %v", err)
-	}
-	if !strings.Contains(msg, "hermes-agent.nousresearch.com") {
-		t.Fatalf("expected docs link in guidance, got %v", err)
-	}
-	if strings.Contains(msg, "hermes is not installed") {
-		t.Fatalf("guidance should not lead with 'hermes is not installed', got %v", err)
+	if !strings.Contains(err.Error(), "wsl --install") {
+		t.Fatalf("expected WSL guidance, got %v", err)
 	}
 }
 

cmd/launch/integrations_test.go

@@ -10,9 +10,7 @@ import (
 	"net/url"
 	"slices"
 	"strings"
-	"sync/atomic"
 	"testing"
-	"time"
 
 	"github.com/google/go-cmp/cmp"
 	"github.com/ollama/ollama/api"
@@ -55,13 +53,9 @@ func TestIntegrationLookup(t *testing.T) {
 		{"claude lowercase", "claude", true, "Claude Code"},
 		{"claude uppercase", "CLAUDE", true, "Claude Code"},
 		{"claude mixed case", "Claude", true, "Claude Code"},
-		{"claude desktop", "claude-desktop", true, "Claude Desktop"},
-		{"claude desktop alias", "claude-app", true, "Claude Desktop"},
 		{"codex", "codex", true, "Codex"},
-		{"kimi", "kimi", true, "Kimi Code CLI"},
 		{"droid", "droid", true, "Droid"},
 		{"opencode", "opencode", true, "OpenCode"},
-		{"pool", "pool", true, "Pool"},
 		{"unknown integration", "unknown", false, ""},
 		{"empty string", "", false, ""},
 	}
@@ -80,7 +74,8 @@ func TestIntegrationLookup(t *testing.T) {
 }
 
 func TestIntegrationRegistry(t *testing.T) {
-	expectedIntegrations := []string{"claude", "claude-desktop", "codex", "kimi", "droid", "opencode", "hermes", "pool"}
+	expectedIntegrations := []string{"claude", "codex", "droid", "opencode", "hermes"}
+
 	for _, name := range expectedIntegrations {
 		t.Run(name, func(t *testing.T) {
 			r, ok := integrations[name]
@@ -94,15 +89,6 @@ func TestIntegrationRegistry(t *testing.T) {
 	}
 }
 
-func TestHiddenIntegrationsExcludedFromVisibleLists(t *testing.T) {
-	for _, info := range ListIntegrationInfos() {
-		switch info.Name {
-		case "cline", "vscode", "kimi":
-			t.Fatalf("hidden integration %q should not appear in ListIntegrationInfos", info.Name)
-		}
-	}
-}
-
 func TestHasLocalModel(t *testing.T) {
 	tests := []struct {
 		name   string
@@ -140,23 +126,6 @@ func TestLookupIntegration_UnknownIntegration(t *testing.T) {
 	}
 }
 
-func TestLookupIntegration_ClaudeDesktopResolvesForRestore(t *testing.T) {
-	for _, name := range []string{"claude-desktop", "claude-app"} {
-		t.Run(name, func(t *testing.T) {
-			canonical, runner, err := LookupIntegration(name)
-			if err != nil {
-				t.Fatalf("expected Claude Desktop lookup to resolve, got: %v", err)
-			}
-			if canonical != "claude-desktop" {
-				t.Fatalf("canonical name = %q, want claude-desktop", canonical)
-			}
-			if runner.String() != "Claude Desktop" {
-				t.Fatalf("runner = %q, want Claude Desktop", runner.String())
-			}
-		})
-	}
-}
-
 func TestIsIntegrationInstalled_UnknownIntegrationReturnsFalse(t *testing.T) {
 	stderr := captureStderr(t, func() {
 		if IsIntegrationInstalled("unknown-integration") {
@@ -322,7 +291,7 @@ func TestParseArgs(t *testing.T) {
 func TestIsCloudModel(t *testing.T) {
 	// isCloudModel now only uses Show API, so nil client always returns false
 	t.Run("nil client returns false", func(t *testing.T) {
-		models := []string{"glm-5.1:cloud", "kimi-k2.6:cloud", "local-model"}
+		models := []string{"glm-5.1:cloud", "kimi-k2.5:cloud", "local-model"}
 		for _, model := range models {
 			if isCloudModel(context.Background(), nil, model) {
 				t.Errorf("isCloudModel(%q) with nil client should return false", model)
@@ -339,18 +308,10 @@ func names(items []ModelItem) []string {
 	return out
 }
 
-func recommendedNames(extra ...string) []string {
-	out := make([]string, 0, len(recommendedModels)+len(extra))
-	for _, item := range recommendedModels {
-		out = append(out, item.Name)
-	}
-	return append(out, extra...)
-}
-
 func TestBuildModelList_NoExistingModels(t *testing.T) {
 	items, _, _, _ := buildModelList(nil, nil, "")
 
-	want := recommendedNames()
+	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud", "gemma4", "qwen3.5"}
 	if diff := cmp.Diff(want, names(items)); diff != "" {
 		t.Errorf("with no existing models, items should be recommended in order (-want +got):\n%s", diff)
 	}
@@ -379,7 +340,7 @@ func TestBuildModelList_OnlyLocalModels_CloudRecsStillFirst(t *testing.T) {
 
 	// Cloud recs always come first among recommended, regardless of installed inventory.
 	// Cloud disablement is handled upstream in loadSelectableModels via filterCloudItems.
-	want := recommendedNames("llama3.2", "qwen2.5")
+	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud", "gemma4", "qwen3.5", "llama3.2", "qwen2.5"}
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("cloud recs pinned first even when no cloud models installed (-want +got):\n%s", diff)
 	}
@@ -395,13 +356,13 @@ func TestBuildModelList_BothCloudAndLocal_RegularSort(t *testing.T) {
 	got := names(items)
 
 	// All recs pinned at top (cloud before local in mixed case), then non-recs
-	want := recommendedNames("llama3.2")
+	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud", "gemma4", "qwen3.5", "llama3.2"}
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("recs pinned at top, cloud recs first in mixed case (-want +got):\n%s", diff)
 	}
 }
 
-func TestBuildModelList_PreCheckedNonRecommendedFirstInMore(t *testing.T) {
+func TestBuildModelList_PreCheckedFirst(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
 		{Name: "glm-5.1:cloud", Remote: true},
@@ -410,9 +371,8 @@ func TestBuildModelList_PreCheckedNonRecommendedFirstInMore(t *testing.T) {
 	items, _, _, _ := buildModelList(existing, []string{"llama3.2"}, "")
 	got := names(items)
 
-	want := recommendedNames("llama3.2")
-	if diff := cmp.Diff(want, got); diff != "" {
-		t.Errorf("recommended block should stay fixed while checked non-recommended models lead More (-want +got):\n%s", diff)
+	if got[0] != "llama3.2" {
+		t.Errorf("pre-checked model should be first, got %v", got)
 	}
 }
 
@@ -467,7 +427,7 @@ func TestBuildModelList_ExistingRecommendedMarked(t *testing.T) {
 			if !strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("non-installed recommended %q should have '(not downloaded)' suffix, got %q", item.Name, item.Description)
 			}
-		case "minimax-m2.7:cloud", "kimi-k2.6:cloud", "qwen3.5:cloud":
+		case "minimax-m2.7:cloud", "kimi-k2.5:cloud", "qwen3.5:cloud":
 			if strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("cloud model %q should not have '(not downloaded)' suffix, got %q", item.Name, item.Description)
 			}
@@ -475,28 +435,6 @@ func TestBuildModelList_ExistingRecommendedMarked(t *testing.T) {
 	}
 }
 
-func TestBuildModelList_PreservesRecommendationRequiredPlanForExistingCloudModel(t *testing.T) {
-	recommendations := []ModelItem{
-		{
-			Name:          "glm-5:cloud",
-			Description:   "Reasoning and code generation",
-			Recommended:   true,
-			RequiredPlan:  "pro",
-			ContextLength: 202_752,
-		},
-	}
-	existing := []modelInfo{{Name: "glm-5:cloud", Remote: true}}
-
-	items, _, _, _ := buildModelListWithRecommendations(existing, recommendations, nil, "")
-	if len(items) != 1 {
-		t.Fatalf("expected one item, got %v", items)
-	}
-	item := items[0]
-	if item.RequiredPlan != "pro" {
-		t.Fatalf("RequiredPlan = %q, want pro", item.RequiredPlan)
-	}
-}
-
 func TestBuildModelList_ExistingCloudModelsNotPushedToBottom(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "gemma4", Remote: false},
@@ -507,9 +445,9 @@ func TestBuildModelList_ExistingCloudModelsNotPushedToBottom(t *testing.T) {
 	got := names(items)
 
 	// gemma4 and glm-5.1:cloud are installed so they sort normally;
-	// qwen3.5:cloud and qwen3.5 are not installed so they go to the bottom
+	// kimi-k2.5:cloud, qwen3.5:cloud, and qwen3.5 are not installed so they go to the bottom
 	// All recs: cloud first in mixed case, then local, in rec order within each
-	want := recommendedNames()
+	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud", "gemma4", "qwen3.5"}
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("all recs, cloud first in mixed case (-want +got):\n%s", diff)
 	}
@@ -518,23 +456,23 @@ func TestBuildModelList_ExistingCloudModelsNotPushedToBottom(t *testing.T) {
 func TestBuildModelList_HasRecommendedCloudModel_OnlyNonInstalledAtBottom(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "kimi-k2.6:cloud", Remote: true},
+		{Name: "kimi-k2.5:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
-	// kimi-k2.6:cloud is installed so it sorts normally;
+	// kimi-k2.5:cloud is installed so it sorts normally;
 	// the rest of the recommendations are not installed so they go to the bottom
 	// All recs pinned at top (cloud first in mixed case), then non-recs
-	want := recommendedNames("llama3.2")
+	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud", "gemma4", "qwen3.5", "llama3.2"}
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("recs pinned at top, cloud first in mixed case (-want +got):\n%s", diff)
 	}
 
 	for _, item := range items {
 		isCloud := strings.HasSuffix(item.Name, ":cloud")
-		isInstalled := slices.Contains([]string{"kimi-k2.6:cloud", "llama3.2"}, item.Name)
+		isInstalled := slices.Contains([]string{"kimi-k2.5:cloud", "llama3.2"}, item.Name)
 		if isInstalled || isCloud {
 			if strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("installed or cloud model %q should not have '(not downloaded)' suffix, got %q", item.Name, item.Description)
@@ -601,8 +539,8 @@ func TestBuildModelList_ReturnsExistingAndCloudMaps(t *testing.T) {
 	if !cloudModels["glm-5.1:cloud"] {
 		t.Error("glm-5.1:cloud should be in cloudModels")
 	}
-	if !cloudModels["kimi-k2.6:cloud"] {
-		t.Error("kimi-k2.6:cloud should be in cloudModels (recommended cloud)")
+	if !cloudModels["kimi-k2.5:cloud"] {
+		t.Error("kimi-k2.5:cloud should be in cloudModels (recommended cloud)")
 	}
 	if !cloudModels["qwen3.5:cloud"] {
 		t.Error("qwen3.5:cloud should be in cloudModels (recommended cloud)")
@@ -622,7 +560,7 @@ func TestBuildModelList_RecommendedFieldSet(t *testing.T) {
 
 	for _, item := range items {
 		switch item.Name {
-		case "gemma4", "qwen3.5", "glm-5.1:cloud", "kimi-k2.6:cloud", "qwen3.5:cloud":
+		case "gemma4", "qwen3.5", "glm-5.1:cloud", "kimi-k2.5:cloud", "qwen3.5:cloud":
 			if !item.Recommended {
 				t.Errorf("%q should have Recommended=true", item.Name)
 			}
@@ -680,7 +618,7 @@ func TestBuildModelList_RecsAboveNonRecs(t *testing.T) {
 	lastRecIdx := -1
 	firstNonRecIdx := len(got)
 	for i, name := range got {
-		isRec := name == "gemma4" || name == "qwen3.5" || name == "minimax-m2.7:cloud" || name == "glm-5.1:cloud" || name == "kimi-k2.6:cloud" || name == "qwen3.5:cloud"
+		isRec := name == "gemma4" || name == "qwen3.5" || name == "minimax-m2.7:cloud" || name == "glm-5.1:cloud" || name == "kimi-k2.5:cloud" || name == "qwen3.5:cloud"
 		if isRec && i > lastRecIdx {
 			lastRecIdx = i
 		}
@@ -693,32 +631,17 @@ func TestBuildModelList_RecsAboveNonRecs(t *testing.T) {
 	}
 }
 
-func TestBuildModelList_CheckedRecommendedDoesNotReshuffleRecommendedOrder(t *testing.T) {
+func TestBuildModelList_CheckedBeforeRecs(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
 		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
-	items, _, _, _ := buildModelList(existing, []string{"qwen3.5:cloud", "glm-5.1:cloud"}, "")
+	items, _, _, _ := buildModelList(existing, []string{"llama3.2"}, "")
 	got := names(items)
 
-	want := recommendedNames("llama3.2")
-	if diff := cmp.Diff(want, got); diff != "" {
-		t.Errorf("checked recommended models should not reshuffle the fixed recommended order (-want +got):\n%s", diff)
-	}
-}
-
-func TestBuildModelList_StaleSavedKimiK25DoesNotReshuffleRecommendedOrder(t *testing.T) {
-	existing := []modelInfo{
-		{Name: "kimi-k2.5:cloud", Remote: true},
-	}
-
-	items, _, _, _ := buildModelList(existing, []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud"}, "kimi-k2.5:cloud")
-	got := names(items)
-
-	want := recommendedNames("kimi-k2.5:cloud")
-	if diff := cmp.Diff(want, got); diff != "" {
-		t.Errorf("stale saved kimi-k2.5 should stay in More without reshuffling the fixed recommended order (-want +got):\n%s", diff)
+	if got[0] != "llama3.2" {
+		t.Errorf("checked model should be first even before recs, got %v", got)
 	}
 }
 
@@ -863,7 +786,7 @@ func TestPrepareEditorIntegration_SavesOnlyAfterSuccessfulEdit(t *testing.T) {
 	}
 
 	editor := &stubEditorRunner{editErr: errors.New("boom")}
-	err := prepareEditorIntegration("droid", editor, []string{"new-model"})
+	err := prepareEditorIntegration("droid", editor, editor, []string{"new-model"})
 	if err == nil || !strings.Contains(err.Error(), "setup failed") {
 		t.Fatalf("expected setup failure, got %v", err)
 	}
@@ -1407,211 +1330,6 @@ func TestEnsureAuth_SkipsWhenNoCloudSelected(t *testing.T) {
 	}
 }
 
-func TestEnsureAuth_EmptyWhoamiRequiresSignIn(t *testing.T) {
-	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		switch r.URL.Path {
-		case "/api/status":
-			w.WriteHeader(http.StatusNotFound)
-			fmt.Fprintf(w, `{"error":"not found"}`)
-		case "/api/me":
-			w.WriteHeader(http.StatusOK)
-			fmt.Fprintf(w, `{}`)
-		default:
-			w.WriteHeader(http.StatusNotFound)
-		}
-	}))
-	defer srv.Close()
-
-	u, _ := url.Parse(srv.URL)
-	client := api.NewClient(u, srv.Client())
-
-	err := ensureAuth(context.Background(), client, map[string]bool{"cloud-model:cloud": true}, []string{"cloud-model:cloud"})
-	if err == nil || !strings.Contains(err.Error(), "cloud-model:cloud requires sign in") {
-		t.Fatalf("ensureAuth error = %v, want sign-in required", err)
-	}
-}
-
-func TestApplyAccountStateToSelectionItems_BadgesOnlyWhenActionRequired(t *testing.T) {
-	items := []ModelItem{
-		{Name: "qwen3.5:cloud", Recommended: true},
-		{Name: "kimi-k2.6:cloud", Recommended: true, RequiredPlan: "pro"},
-		{Name: "llama3.2", RequiredPlan: "pro"},
-		{Name: "glm-5:cloud"},
-		{Name: "nemotron-3-super:cloud", Recommended: true, RequiredPlan: "free"},
-	}
-
-	signedOut := ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateSignedOut})
-	if signedOut[0].AvailabilityBadge != "Sign in required" {
-		t.Fatalf("account cloud badge = %q", signedOut[0].AvailabilityBadge)
-	}
-	if signedOut[1].AvailabilityBadge != "Sign in required" {
-		t.Fatalf("subscription cloud signed-out badge = %q", signedOut[1].AvailabilityBadge)
-	}
-	if signedOut[4].AvailabilityBadge != "Sign in required" {
-		t.Fatalf("free-plan cloud signed-out badge = %q", signedOut[4].AvailabilityBadge)
-	}
-	if signedOut[2].AvailabilityBadge != "" || signedOut[3].AvailabilityBadge != "" {
-		t.Fatalf("unexpected badge for local or unmetadata item: %#v", signedOut)
-	}
-
-	freeUser := ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateSignedIn, Plan: "free"})
-	if freeUser[0].AvailabilityBadge != "" {
-		t.Fatalf("signed-in account model should not be badged, got %q", freeUser[0].AvailabilityBadge)
-	}
-	if freeUser[1].AvailabilityBadge != "Upgrade required" {
-		t.Fatalf("subscription cloud free-plan badge = %q", freeUser[1].AvailabilityBadge)
-	}
-	if freeUser[4].AvailabilityBadge != "" {
-		t.Fatalf("free required plan should be usable by free user, got %q", freeUser[4].AvailabilityBadge)
-	}
-
-	proUser := ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateSignedIn, Plan: "pro"})
-	if proUser[1].AvailabilityBadge != "" {
-		t.Fatalf("pro user should not see included badge, got %q", proUser[1].AvailabilityBadge)
-	}
-
-	maxUser := ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateSignedIn, Plan: "max"})
-	if maxUser[1].AvailabilityBadge != "" {
-		t.Fatalf("max user should not see upgrade badge, got %q", maxUser[1].AvailabilityBadge)
-	}
-
-	unknown := ApplyAccountStateToSelectionItems(items, AccountState{Status: accountStateUnknown})
-	for _, item := range unknown {
-		if item.AvailabilityBadge != "" {
-			t.Fatalf("unknown account state should not render badges: %#v", unknown)
-		}
-	}
-}
-
-func TestSelectionItemsWithAccountState_SkipsBadgesWithoutBadgeableCloudItems(t *testing.T) {
-	items := []ModelItem{
-		{Name: "llama3.2"},
-		{Name: "custom:cloud"},
-	}
-	state := &AccountState{Status: accountStateSignedOut}
-	got := SelectionItemsWithAccountState(items, state)
-	if len(got) != len(items) {
-		t.Fatalf("got %d selection items, want %d", len(got), len(items))
-	}
-	for _, item := range got {
-		if item.AvailabilityBadge != "" {
-			t.Fatalf("unexpected badge without account state: %#v", got)
-		}
-	}
-}
-
-func TestSelectionItemsWithAccountState_UsesPrefetchedStateForRecommendedCloudItems(t *testing.T) {
-	state := &AccountState{Status: accountStateSignedOut}
-	got := SelectionItemsWithAccountState([]ModelItem{{Name: "qwen3.5:cloud", Recommended: true}}, state)
-	if got[0].AvailabilityBadge != "Sign in required" {
-		t.Fatalf("badge = %q, want Sign in required", got[0].AvailabilityBadge)
-	}
-}
-
-func TestRecommendedModelsDoNotIncludeRequiredPlanStubs(t *testing.T) {
-	byName := make(map[string]ModelItem, len(recommendedModels))
-	for _, item := range recommendedModels {
-		byName[item.Name] = item
-	}
-
-	if item := byName["kimi-k2.6:cloud"]; item.RequiredPlan != "" {
-		t.Fatalf("kimi fallback required plan should not be stubbed: %#v", item)
-	}
-	if item := byName["minimax-m2.7:cloud"]; item.RequiredPlan != "" {
-		t.Fatalf("minimax fallback required plan should not be stubbed: %#v", item)
-	}
-	if item := byName["qwen3.5:cloud"]; item.RequiredPlan != "" {
-		t.Fatalf("qwen fallback required plan = %#v", item)
-	}
-	if item := byName["glm-5.1:cloud"]; item.RequiredPlan != "" {
-		t.Fatalf("glm fallback required plan = %#v", item)
-	}
-}
-
-func TestLaunchAccountState(t *testing.T) {
-	tests := []struct {
-		name       string
-		statusCode int
-		body       string
-		wantStatus accountStateStatus
-		wantPlan   string
-	}{
-		{
-			name:       "signed in",
-			statusCode: http.StatusOK,
-			body:       `{"name":"parth","plan":"pro"}`,
-			wantStatus: accountStateSignedIn,
-			wantPlan:   "pro",
-		},
-		{
-			name:       "signed out",
-			statusCode: http.StatusUnauthorized,
-			body:       `{"error":"unauthorized","signin_url":"https://example.com/signin"}`,
-			wantStatus: accountStateSignedOut,
-		},
-		{
-			name:       "unreachable",
-			statusCode: http.StatusInternalServerError,
-			body:       `{"error":"temporary failure"}`,
-			wantStatus: accountStateUnknown,
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-				if r.URL.Path != "/api/me" {
-					http.NotFound(w, r)
-					return
-				}
-				w.WriteHeader(tt.statusCode)
-				fmt.Fprint(w, tt.body)
-			}))
-			defer srv.Close()
-
-			u, _ := url.Parse(srv.URL)
-			got := launchAccountState(context.Background(), api.NewClient(u, srv.Client()))
-			if got.Status != tt.wantStatus {
-				t.Fatalf("Status = %v, want %v", got.Status, tt.wantStatus)
-			}
-			if got.Plan != tt.wantPlan {
-				t.Fatalf("Plan = %q, want %q", got.Plan, tt.wantPlan)
-			}
-		})
-	}
-}
-
-func TestStartAccountStatePrefetch_SkipsWhoamiWhenCloudDisabled(t *testing.T) {
-	var whoamiCalled atomic.Bool
-	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		switch r.URL.Path {
-		case "/api/status":
-			fmt.Fprint(w, `{"cloud":{"disabled":true,"source":"config"}}`)
-		case "/api/me":
-			whoamiCalled.Store(true)
-			http.NotFound(w, r)
-		default:
-			http.NotFound(w, r)
-		}
-	}))
-	defer srv.Close()
-	t.Setenv("OLLAMA_HOST", srv.URL)
-
-	prefetch := StartAccountStatePrefetch(context.Background())
-	select {
-	case <-prefetch.done:
-	case <-time.After(time.Second):
-		t.Fatal("account prefetch did not finish")
-	}
-	if whoamiCalled.Load() {
-		t.Fatal("prefetch should not call whoami when cloud is disabled")
-	}
-	state := prefetch.StateIfReady()
-	if state == nil || state.Status != accountStateUnknown {
-		t.Fatalf("prefetch state = %#v, want unknown", state)
-	}
-}
-
 func TestEnsureAuth_PreservesCancelledSignInHook(t *testing.T) {
 	oldSignIn := DefaultSignIn
 	DefaultSignIn = func(modelName, signInURL string) (string, error) {
@@ -1742,11 +1460,6 @@ func TestIntegration_InstallHint(t *testing.T) {
 			input:   "openclaw",
 			wantURL: "https://docs.openclaw.ai",
 		},
-		{
-			name:    "pool has hint",
-			input:   "pool",
-			wantURL: "https://github.com/poolsideai/pool",
-		},
 		{
 			name:      "unknown has no hint",
 			input:     "unknown",
@@ -1802,18 +1515,7 @@ func TestListIntegrationInfos(t *testing.T) {
 		for _, info := range infos {
 			got = append(got, info.Name)
 		}
-
-		want := append([]string(nil), integrationOrder...)
-		if poolsideGOOS == "windows" {
-			filtered := make([]string, 0, len(want))
-			for _, name := range want {
-				if name != "pool" {
-					filtered = append(filtered, name)
-				}
-			}
-			want = filtered
-		}
-		if diff := compareStrings(got, want); diff != "" {
+		if diff := compareStrings(got, integrationOrder); diff != "" {
 			t.Fatalf("launcher integration order mismatch: %s", diff)
 		}
 	})
@@ -1831,9 +1533,6 @@ func TestListIntegrationInfos(t *testing.T) {
 
 	t.Run("includes known integrations", func(t *testing.T) {
 		known := map[string]bool{"claude": false, "codex": false, "opencode": false}
-		if poolsideGOOS != "windows" {
-			known["pool"] = false
-		}
 		for _, info := range infos {
 			if _, ok := known[info.Name]; ok {
 				known[info.Name] = true
@@ -1869,26 +1568,6 @@ func TestListIntegrationInfos(t *testing.T) {
 	})
 }
 
-func TestListIntegrationInfos_HidesPoolsideOnWindows(t *testing.T) {
-	prev := poolsideGOOS
-	poolsideGOOS = "windows"
-	t.Cleanup(func() { poolsideGOOS = prev })
-
-	for _, info := range ListIntegrationInfos() {
-		if info.Name == "pool" {
-			t.Fatal("expected pool to be hidden on Windows")
-		}
-	}
-}
-
-func TestListIntegrationInfos_HidesClaudeDesktop(t *testing.T) {
-	for _, info := range ListIntegrationInfos() {
-		if info.Name == "claude-desktop" {
-			t.Fatal("expected hidden claude-desktop to be absent")
-		}
-	}
-}
-
 func TestBuildModelList_Descriptions(t *testing.T) {
 	t.Run("installed recommended has base description", func(t *testing.T) {
 		existing := []modelInfo{
@@ -1915,7 +1594,7 @@ func TestBuildModelList_Descriptions(t *testing.T) {
 
 		for _, item := range items {
 			if item.Name == "qwen3.5" {
-				if !strings.Contains(item.Description, "~14GB") {
+				if !strings.Contains(item.Description, "~11GB") {
 					t.Errorf("not-installed qwen3.5 should show VRAM hint, got %q", item.Description)
 				}
 				return
@@ -1932,7 +1611,7 @@ func TestBuildModelList_Descriptions(t *testing.T) {
 
 		for _, item := range items {
 			if item.Name == "qwen3.5" {
-				if strings.Contains(item.Description, "~14GB") {
+				if strings.Contains(item.Description, "~11GB") {
 					t.Errorf("installed qwen3.5 should not show VRAM hint, got %q", item.Description)
 				}
 				return
@@ -1951,7 +1630,6 @@ func TestIntegration_Editor(t *testing.T) {
 		{"opencode", true},
 		{"openclaw", true},
 		{"claude", false},
-		{"claude-desktop", false},
 		{"codex", false},
 		{"nonexistent", false},
 	}
@@ -1978,7 +1656,6 @@ func TestIntegration_AutoInstallable(t *testing.T) {
 		{"pi", true},
 		{"hermes", true},
 		{"claude", false},
-		{"claude-desktop", false},
 		{"codex", false},
 		{"opencode", false},
 	}
@@ -1996,20 +1673,6 @@ func TestIntegration_AutoInstallable(t *testing.T) {
 	}
 }
 
-func TestEnsureIntegrationInstalled_PoolsideUnsupportedOnWindows(t *testing.T) {
-	prev := poolsideGOOS
-	poolsideGOOS = "windows"
-	t.Cleanup(func() { poolsideGOOS = prev })
-
-	err := EnsureIntegrationInstalled("pool", &Poolside{})
-	if err == nil {
-		t.Fatal("expected Windows unsupported error")
-	}
-	if !strings.Contains(err.Error(), "not currently supported on Windows") {
-		t.Fatalf("expected Windows warning, got %v", err)
-	}
-}
-
 func TestIntegrationModels(t *testing.T) {
 	tmpDir := t.TempDir()
 	setTestHome(t, tmpDir)

cmd/launch/kimi.go

@@ -1,315 +0,0 @@
-package launch
-
-import (
-	"context"
-	"encoding/json"
-	"fmt"
-	"os"
-	"os/exec"
-	"path/filepath"
-	"runtime"
-	"strings"
-	"time"
-
-	"github.com/ollama/ollama/api"
-	"github.com/ollama/ollama/envconfig"
-)
-
-// Kimi implements Runner for Kimi Code CLI integration.
-type Kimi struct{}
-
-const (
-	kimiDefaultModelAlias     = "ollama"
-	kimiDefaultMaxContextSize = 32768
-)
-
-var (
-	kimiGOOS             = runtime.GOOS
-	kimiModelShowTimeout = 5 * time.Second
-)
-
-func (k *Kimi) String() string { return "Kimi Code CLI" }
-
-func (k *Kimi) args(config string, extra []string) []string {
-	args := []string{"--config", config}
-	args = append(args, extra...)
-	return args
-}
-
-func (k *Kimi) Run(model string, args []string) error {
-	if strings.TrimSpace(model) == "" {
-		return fmt.Errorf("model is required")
-	}
-	if err := validateKimiPassthroughArgs(args); err != nil {
-		return err
-	}
-
-	config, err := buildKimiInlineConfig(model, resolveKimiMaxContextSize(model))
-	if err != nil {
-		return fmt.Errorf("failed to build kimi config: %w", err)
-	}
-
-	bin, err := ensureKimiInstalled()
-	if err != nil {
-		return err
-	}
-
-	cmd := exec.Command(bin, k.args(config, args)...)
-	cmd.Stdin = os.Stdin
-	cmd.Stdout = os.Stdout
-	cmd.Stderr = os.Stderr
-	return cmd.Run()
-}
-
-func findKimiBinary() (string, error) {
-	if path, err := exec.LookPath("kimi"); err == nil {
-		return path, nil
-	}
-
-	home, _ := os.UserHomeDir()
-
-	var candidates []string
-	switch kimiGOOS {
-	case "windows":
-		candidates = appendWindowsKimiCandidates(candidates, filepath.Join(home, ".local", "bin"))
-		candidates = appendWindowsKimiCandidates(candidates, filepath.Join(home, "bin"))
-
-		if appData := strings.TrimSpace(os.Getenv("APPDATA")); appData != "" {
-			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(appData, "uv", "bin"))
-		}
-		if localAppData := strings.TrimSpace(os.Getenv("LOCALAPPDATA")); localAppData != "" {
-			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(localAppData, "uv", "bin"))
-		}
-	default:
-		candidates = append(candidates,
-			filepath.Join(home, ".local", "bin", "kimi"),
-			filepath.Join(home, "bin", "kimi"),
-			filepath.Join(home, ".local", "share", "uv", "tools", "kimi-cli", "bin", "kimi"),
-			filepath.Join(home, ".local", "share", "uv", "tools", "kimi", "bin", "kimi"),
-		)
-
-		if xdgDataHome := strings.TrimSpace(os.Getenv("XDG_DATA_HOME")); xdgDataHome != "" {
-			candidates = append(candidates,
-				filepath.Join(xdgDataHome, "uv", "tools", "kimi-cli", "bin", "kimi"),
-				filepath.Join(xdgDataHome, "uv", "tools", "kimi", "bin", "kimi"),
-			)
-		}
-
-		// WSL users can inherit Windows env vars while launching from Linux shells.
-		if profile := windowsPathToWSL(os.Getenv("USERPROFILE")); profile != "" {
-			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(profile, ".local", "bin"))
-		}
-		if appData := windowsPathToWSL(os.Getenv("APPDATA")); appData != "" {
-			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(appData, "uv", "bin"))
-		}
-		if localAppData := windowsPathToWSL(os.Getenv("LOCALAPPDATA")); localAppData != "" {
-			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(localAppData, "uv", "bin"))
-		}
-	}
-
-	for _, candidate := range candidates {
-		if info, err := os.Stat(candidate); err == nil && !info.IsDir() {
-			return candidate, nil
-		}
-	}
-
-	return "", fmt.Errorf("kimi binary not found")
-}
-
-func appendWindowsKimiCandidates(candidates []string, dir string) []string {
-	if strings.TrimSpace(dir) == "" {
-		return candidates
-	}
-
-	return append(candidates,
-		filepath.Join(dir, "kimi.exe"),
-		filepath.Join(dir, "kimi.cmd"),
-		filepath.Join(dir, "kimi.bat"),
-	)
-}
-
-func windowsPathToWSL(path string) string {
-	trimmed := strings.TrimSpace(path)
-	if len(trimmed) < 3 || trimmed[1] != ':' {
-		return ""
-	}
-
-	drive := strings.ToLower(string(trimmed[0]))
-	rest := strings.ReplaceAll(trimmed[2:], "\\", "/")
-	rest = strings.TrimPrefix(rest, "/")
-	if rest == "" {
-		return filepath.Join("/mnt", drive)
-	}
-
-	return filepath.Join("/mnt", drive, rest)
-}
-
-func validateKimiPassthroughArgs(args []string) error {
-	for _, arg := range args {
-		switch {
-		case arg == "--config", strings.HasPrefix(arg, "--config="):
-			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --config", arg)
-		case arg == "--config-file", strings.HasPrefix(arg, "--config-file="):
-			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --config-file", arg)
-		case arg == "--model", strings.HasPrefix(arg, "--model="):
-			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --model", arg)
-		case arg == "-m", strings.HasPrefix(arg, "-m="):
-			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages -m/--model", arg)
-		}
-	}
-	return nil
-}
-
-func buildKimiInlineConfig(model string, maxContextSize int) (string, error) {
-	cfg := map[string]any{
-		"default_model": kimiDefaultModelAlias,
-		"providers": map[string]any{
-			kimiDefaultModelAlias: map[string]any{
-				"type":     "openai_legacy",
-				"base_url": envconfig.ConnectableHost().String() + "/v1",
-				"api_key":  "ollama",
-			},
-		},
-		"models": map[string]any{
-			kimiDefaultModelAlias: map[string]any{
-				"provider":         kimiDefaultModelAlias,
-				"model":            model,
-				"max_context_size": maxContextSize,
-			},
-		},
-	}
-
-	data, err := json.Marshal(cfg)
-	if err != nil {
-		return "", err
-	}
-	return string(data), nil
-}
-
-func resolveKimiMaxContextSize(model string) int {
-	if l, ok := lookupCloudModelLimit(model); ok {
-		return l.Context
-	}
-
-	client, err := api.ClientFromEnvironment()
-	if err != nil {
-		return kimiDefaultMaxContextSize
-	}
-
-	ctx, cancel := context.WithTimeout(context.Background(), kimiModelShowTimeout)
-	defer cancel()
-	resp, err := client.Show(ctx, &api.ShowRequest{Model: model})
-	if err != nil {
-		return kimiDefaultMaxContextSize
-	}
-
-	if n, ok := modelInfoContextLength(resp.ModelInfo); ok {
-		return n
-	}
-
-	return kimiDefaultMaxContextSize
-}
-
-func modelInfoContextLength(modelInfo map[string]any) (int, bool) {
-	for key, val := range modelInfo {
-		if !strings.HasSuffix(key, ".context_length") {
-			continue
-		}
-		switch v := val.(type) {
-		case float64:
-			if v > 0 {
-				return int(v), true
-			}
-		case int:
-			if v > 0 {
-				return v, true
-			}
-		case int64:
-			if v > 0 {
-				return int(v), true
-			}
-		}
-	}
-	return 0, false
-}
-
-func ensureKimiInstalled() (string, error) {
-	if path, err := findKimiBinary(); err == nil {
-		return path, nil
-	}
-
-	if err := checkKimiInstallerDependencies(); err != nil {
-		return "", err
-	}
-
-	ok, err := ConfirmPrompt("Kimi is not installed. Install now?")
-	if err != nil {
-		return "", err
-	}
-	if !ok {
-		return "", fmt.Errorf("kimi installation cancelled")
-	}
-
-	bin, args, err := kimiInstallerCommand(kimiGOOS)
-	if err != nil {
-		return "", err
-	}
-
-	fmt.Fprintf(os.Stderr, "\nInstalling Kimi...\n")
-	cmd := exec.Command(bin, args...)
-	cmd.Stdin = os.Stdin
-	cmd.Stdout = os.Stdout
-	cmd.Stderr = os.Stderr
-	if err := cmd.Run(); err != nil {
-		return "", fmt.Errorf("failed to install kimi: %w", err)
-	}
-
-	path, err := findKimiBinary()
-	if err != nil {
-		return "", fmt.Errorf("kimi was installed but the binary was not found on PATH\n\nYou may need to restart your shell")
-	}
-
-	fmt.Fprintf(os.Stderr, "%sKimi installed successfully%s\n\n", ansiGreen, ansiReset)
-	return path, nil
-}
-
-func checkKimiInstallerDependencies() error {
-	switch kimiGOOS {
-	case "windows":
-		if _, err := exec.LookPath("powershell"); err != nil {
-			return fmt.Errorf("kimi is not installed and required dependencies are missing\n\nInstall the following first:\n  PowerShell: https://learn.microsoft.com/powershell/\n\nThen re-run:\n  ollama launch kimi")
-		}
-	default:
-		var missing []string
-		if _, err := exec.LookPath("curl"); err != nil {
-			missing = append(missing, "curl: https://curl.se/")
-		}
-		if _, err := exec.LookPath("bash"); err != nil {
-			missing = append(missing, "bash: https://www.gnu.org/software/bash/")
-		}
-		if len(missing) > 0 {
-			return fmt.Errorf("kimi is not installed and required dependencies are missing\n\nInstall the following first:\n  %s\n\nThen re-run:\n  ollama launch kimi", strings.Join(missing, "\n  "))
-		}
-	}
-	return nil
-}
-
-func kimiInstallerCommand(goos string) (string, []string, error) {
-	switch goos {
-	case "windows":
-		return "powershell", []string{
-			"-NoProfile",
-			"-ExecutionPolicy",
-			"Bypass",
-			"-Command",
-			"Invoke-RestMethod https://code.kimi.com/install.ps1 | Invoke-Expression",
-		}, nil
-	case "darwin", "linux":
-		return "bash", []string{
-			"-c",
-			"curl -LsSf https://code.kimi.com/install.sh | bash",
-		}, nil
-	default:
-		return "", nil, fmt.Errorf("unsupported platform for kimi install: %s", goos)
-	}
-}

cmd/launch/kimi_test.go

@@ -1,636 +0,0 @@
-package launch
-
-import (
-	"encoding/json"
-	"fmt"
-	"net/http"
-	"net/http/httptest"
-	"os"
-	"path/filepath"
-	"runtime"
-	"slices"
-	"strings"
-	"testing"
-)
-
-func assertKimiBinPath(t *testing.T, bin string) {
-	t.Helper()
-	base := strings.ToLower(filepath.Base(bin))
-	if !strings.HasPrefix(base, "kimi") {
-		t.Fatalf("bin = %q, want path to kimi executable", bin)
-	}
-}
-
-func TestKimiIntegration(t *testing.T) {
-	k := &Kimi{}
-
-	t.Run("String", func(t *testing.T) {
-		if got := k.String(); got != "Kimi Code CLI" {
-			t.Errorf("String() = %q, want %q", got, "Kimi Code CLI")
-		}
-	})
-
-	t.Run("implements Runner", func(t *testing.T) {
-		var _ Runner = k
-	})
-}
-
-func TestKimiArgs(t *testing.T) {
-	k := &Kimi{}
-
-	got := k.args(`{"foo":"bar"}`, []string{"--quiet", "--print"})
-	want := []string{"--config", `{"foo":"bar"}`, "--quiet", "--print"}
-	if !slices.Equal(got, want) {
-		t.Fatalf("args() = %v, want %v", got, want)
-	}
-}
-
-func TestWindowsPathToWSL(t *testing.T) {
-	tests := []struct {
-		name  string
-		in    string
-		want  string
-		valid bool
-	}{
-		{
-			name:  "user profile path",
-			in:    `C:\Users\parth`,
-			want:  filepath.Join("/mnt", "c", "Users", "parth"),
-			valid: true,
-		},
-		{
-			name:  "path with trailing slash",
-			in:    `D:\tools\bin\`,
-			want:  filepath.Join("/mnt", "d", "tools", "bin"),
-			valid: true,
-		},
-		{
-			name:  "non windows path",
-			in:    "/home/parth",
-			valid: false,
-		},
-		{
-			name:  "empty",
-			in:    "",
-			valid: false,
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			got := windowsPathToWSL(tt.in)
-			if !tt.valid {
-				if got != "" {
-					t.Fatalf("windowsPathToWSL(%q) = %q, want empty", tt.in, got)
-				}
-				return
-			}
-			if got != tt.want {
-				t.Fatalf("windowsPathToWSL(%q) = %q, want %q", tt.in, got, tt.want)
-			}
-		})
-	}
-}
-
-func TestFindKimiBinaryFallbacks(t *testing.T) {
-	oldGOOS := kimiGOOS
-	t.Cleanup(func() { kimiGOOS = oldGOOS })
-
-	t.Run("linux/ubuntu uv tool path", func(t *testing.T) {
-		homeDir := t.TempDir()
-		setTestHome(t, homeDir)
-		t.Setenv("PATH", t.TempDir())
-		kimiGOOS = "linux"
-
-		target := filepath.Join(homeDir, ".local", "share", "uv", "tools", "kimi-cli", "bin", "kimi")
-		if err := os.MkdirAll(filepath.Dir(target), 0o755); err != nil {
-			t.Fatalf("failed to create candidate dir: %v", err)
-		}
-		if err := os.WriteFile(target, []byte("#!/bin/sh\nexit 0\n"), 0o755); err != nil {
-			t.Fatalf("failed to write kimi candidate: %v", err)
-		}
-
-		got, err := findKimiBinary()
-		if err != nil {
-			t.Fatalf("findKimiBinary() error = %v", err)
-		}
-		if got != target {
-			t.Fatalf("findKimiBinary() = %q, want %q", got, target)
-		}
-	})
-
-	t.Run("windows appdata uv bin", func(t *testing.T) {
-		setTestHome(t, t.TempDir())
-		t.Setenv("PATH", t.TempDir())
-		kimiGOOS = "windows"
-
-		appDataDir := t.TempDir()
-		t.Setenv("APPDATA", appDataDir)
-		t.Setenv("LOCALAPPDATA", "")
-
-		target := filepath.Join(appDataDir, "uv", "bin", "kimi.cmd")
-		if err := os.MkdirAll(filepath.Dir(target), 0o755); err != nil {
-			t.Fatalf("failed to create candidate dir: %v", err)
-		}
-		if err := os.WriteFile(target, []byte("@echo off\r\nexit /b 0\r\n"), 0o755); err != nil {
-			t.Fatalf("failed to write kimi candidate: %v", err)
-		}
-
-		got, err := findKimiBinary()
-		if err != nil {
-			t.Fatalf("findKimiBinary() error = %v", err)
-		}
-		if got != target {
-			t.Fatalf("findKimiBinary() = %q, want %q", got, target)
-		}
-	})
-}
-
-func TestValidateKimiPassthroughArgs_RejectsConflicts(t *testing.T) {
-	tests := []struct {
-		name string
-		args []string
-		want string
-	}{
-		{name: "--config", args: []string{"--config", "{}"}, want: "--config"},
-		{name: "--config=", args: []string{"--config={}"}, want: "--config={"},
-		{name: "--config-file", args: []string{"--config-file", "x.toml"}, want: "--config-file"},
-		{name: "--config-file=", args: []string{"--config-file=x.toml"}, want: "--config-file=x.toml"},
-		{name: "--model", args: []string{"--model", "foo"}, want: "--model"},
-		{name: "--model=", args: []string{"--model=foo"}, want: "--model=foo"},
-		{name: "-m", args: []string{"-m", "foo"}, want: "-m"},
-		{name: "-m=", args: []string{"-m=foo"}, want: "-m=foo"},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			err := validateKimiPassthroughArgs(tt.args)
-			if err == nil {
-				t.Fatalf("expected error for args %v", tt.args)
-			}
-			if !strings.Contains(err.Error(), tt.want) {
-				t.Fatalf("error %q does not contain %q", err.Error(), tt.want)
-			}
-		})
-	}
-}
-
-func TestBuildKimiInlineConfig(t *testing.T) {
-	t.Setenv("OLLAMA_HOST", "http://127.0.0.1:11434")
-
-	cfg, err := buildKimiInlineConfig("llama3.2", 65536)
-	if err != nil {
-		t.Fatalf("buildKimiInlineConfig() error = %v", err)
-	}
-
-	var parsed map[string]any
-	if err := json.Unmarshal([]byte(cfg), &parsed); err != nil {
-		t.Fatalf("config is not valid JSON: %v", err)
-	}
-
-	if parsed["default_model"] != "ollama" {
-		t.Fatalf("default_model = %v, want ollama", parsed["default_model"])
-	}
-
-	providers, ok := parsed["providers"].(map[string]any)
-	if !ok {
-		t.Fatalf("providers missing or wrong type: %T", parsed["providers"])
-	}
-	ollamaProvider, ok := providers["ollama"].(map[string]any)
-	if !ok {
-		t.Fatalf("providers.ollama missing or wrong type: %T", providers["ollama"])
-	}
-	if ollamaProvider["type"] != "openai_legacy" {
-		t.Fatalf("provider type = %v, want openai_legacy", ollamaProvider["type"])
-	}
-	if ollamaProvider["base_url"] != "http://127.0.0.1:11434/v1" {
-		t.Fatalf("provider base_url = %v, want http://127.0.0.1:11434/v1", ollamaProvider["base_url"])
-	}
-	if ollamaProvider["api_key"] != "ollama" {
-		t.Fatalf("provider api_key = %v, want ollama", ollamaProvider["api_key"])
-	}
-
-	models, ok := parsed["models"].(map[string]any)
-	if !ok {
-		t.Fatalf("models missing or wrong type: %T", parsed["models"])
-	}
-	ollamaModel, ok := models["ollama"].(map[string]any)
-	if !ok {
-		t.Fatalf("models.ollama missing or wrong type: %T", models["ollama"])
-	}
-	if ollamaModel["provider"] != "ollama" {
-		t.Fatalf("model provider = %v, want ollama", ollamaModel["provider"])
-	}
-	if ollamaModel["model"] != "llama3.2" {
-		t.Fatalf("model model = %v, want llama3.2", ollamaModel["model"])
-	}
-	if ollamaModel["max_context_size"] != float64(65536) {
-		t.Fatalf("model max_context_size = %v, want 65536", ollamaModel["max_context_size"])
-	}
-}
-
-func TestBuildKimiInlineConfig_UsesConnectableHostForUnspecifiedBind(t *testing.T) {
-	t.Setenv("OLLAMA_HOST", "http://0.0.0.0:11434")
-
-	cfg, err := buildKimiInlineConfig("llama3.2", 65536)
-	if err != nil {
-		t.Fatalf("buildKimiInlineConfig() error = %v", err)
-	}
-
-	var parsed map[string]any
-	if err := json.Unmarshal([]byte(cfg), &parsed); err != nil {
-		t.Fatalf("config is not valid JSON: %v", err)
-	}
-
-	providers, ok := parsed["providers"].(map[string]any)
-	if !ok {
-		t.Fatalf("providers missing or wrong type: %T", parsed["providers"])
-	}
-
-	ollamaProvider, ok := providers["ollama"].(map[string]any)
-	if !ok {
-		t.Fatalf("providers.ollama missing or wrong type: %T", providers["ollama"])
-	}
-	if got, _ := ollamaProvider["base_url"].(string); got != "http://127.0.0.1:11434/v1" {
-		t.Fatalf("provider base_url = %q, want %q", got, "http://127.0.0.1:11434/v1")
-	}
-}
-
-func TestResolveKimiMaxContextSize(t *testing.T) {
-	t.Run("uses cloud limit when known", func(t *testing.T) {
-		got := resolveKimiMaxContextSize("kimi-k2.5:cloud")
-		if got != 262_144 {
-			t.Fatalf("resolveKimiMaxContextSize() = %d, want 262144", got)
-		}
-	})
-
-	t.Run("uses model show context length for local models", func(t *testing.T) {
-		srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-			if r.URL.Path != "/api/show" {
-				http.NotFound(w, r)
-				return
-			}
-			fmt.Fprint(w, `{"model_info":{"llama.context_length":131072}}`)
-		}))
-		defer srv.Close()
-		t.Setenv("OLLAMA_HOST", srv.URL)
-
-		got := resolveKimiMaxContextSize("llama3.2")
-		if got != 131_072 {
-			t.Fatalf("resolveKimiMaxContextSize() = %d, want 131072", got)
-		}
-	})
-
-	t.Run("falls back to default when show fails", func(t *testing.T) {
-		srv := httptest.NewServer(http.NotFoundHandler())
-		defer srv.Close()
-		t.Setenv("OLLAMA_HOST", srv.URL)
-
-		oldTimeout := kimiModelShowTimeout
-		kimiModelShowTimeout = 100 * 1000 * 1000 // 100ms
-		t.Cleanup(func() { kimiModelShowTimeout = oldTimeout })
-
-		got := resolveKimiMaxContextSize("llama3.2")
-		if got != kimiDefaultMaxContextSize {
-			t.Fatalf("resolveKimiMaxContextSize() = %d, want %d", got, kimiDefaultMaxContextSize)
-		}
-	})
-}
-
-func TestKimiRun_RejectsConflictingArgsBeforeInstall(t *testing.T) {
-	k := &Kimi{}
-
-	oldConfirm := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
-		t.Fatalf("did not expect install prompt, got %q", prompt)
-		return false, nil
-	}
-	t.Cleanup(func() { DefaultConfirmPrompt = oldConfirm })
-
-	err := k.Run("llama3.2", []string{"--model", "other"})
-	if err == nil || !strings.Contains(err.Error(), "--model") {
-		t.Fatalf("expected conflict error mentioning --model, got %v", err)
-	}
-}
-
-func TestKimiRun_PassesInlineConfigAndExtraArgs(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses POSIX shell fake binary")
-	}
-
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	logPath := filepath.Join(tmpDir, "kimi-args.log")
-	script := fmt.Sprintf(`#!/bin/sh
-for arg in "$@"; do
-  printf "%%s\n" "$arg" >> %q
-done
-exit 0
-`, logPath)
-	if err := os.WriteFile(filepath.Join(tmpDir, "kimi"), []byte(script), 0o755); err != nil {
-		t.Fatalf("failed to write fake kimi: %v", err)
-	}
-	t.Setenv("PATH", tmpDir)
-
-	srv := httptest.NewServer(http.NotFoundHandler())
-	defer srv.Close()
-	t.Setenv("OLLAMA_HOST", srv.URL)
-
-	k := &Kimi{}
-	if err := k.Run("llama3.2", []string{"--quiet", "--print"}); err != nil {
-		t.Fatalf("Run() error = %v", err)
-	}
-
-	data, err := os.ReadFile(logPath)
-	if err != nil {
-		t.Fatalf("failed to read args log: %v", err)
-	}
-	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
-	if len(lines) < 4 {
-		t.Fatalf("expected at least 4 args, got %v", lines)
-	}
-	if lines[0] != "--config" {
-		t.Fatalf("first arg = %q, want --config", lines[0])
-	}
-
-	var cfg map[string]any
-	if err := json.Unmarshal([]byte(lines[1]), &cfg); err != nil {
-		t.Fatalf("config arg is not valid JSON: %v", err)
-	}
-	providers := cfg["providers"].(map[string]any)
-	ollamaProvider := providers["ollama"].(map[string]any)
-	if ollamaProvider["type"] != "openai_legacy" {
-		t.Fatalf("provider type = %v, want openai_legacy", ollamaProvider["type"])
-	}
-
-	if lines[2] != "--quiet" || lines[3] != "--print" {
-		t.Fatalf("extra args = %v, want [--quiet --print]", lines[2:])
-	}
-}
-
-func TestEnsureKimiInstalled(t *testing.T) {
-	oldGOOS := kimiGOOS
-	t.Cleanup(func() { kimiGOOS = oldGOOS })
-
-	withConfirm := func(t *testing.T, fn func(prompt string) (bool, error)) {
-		t.Helper()
-		oldConfirm := DefaultConfirmPrompt
-		DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
-			return fn(prompt)
-		}
-		t.Cleanup(func() { DefaultConfirmPrompt = oldConfirm })
-	}
-
-	t.Run("already installed", func(t *testing.T) {
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		writeFakeBinary(t, tmpDir, "kimi")
-		kimiGOOS = runtime.GOOS
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			t.Fatalf("did not expect prompt, got %q", prompt)
-			return false, nil
-		})
-
-		bin, err := ensureKimiInstalled()
-		if err != nil {
-			t.Fatalf("ensureKimiInstalled() error = %v", err)
-		}
-		assertKimiBinPath(t, bin)
-	})
-
-	t.Run("missing dependencies", func(t *testing.T) {
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		kimiGOOS = "linux"
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			t.Fatalf("did not expect prompt, got %q", prompt)
-			return false, nil
-		})
-
-		_, err := ensureKimiInstalled()
-		if err == nil || !strings.Contains(err.Error(), "required dependencies are missing") {
-			t.Fatalf("expected missing dependency error, got %v", err)
-		}
-	})
-
-	t.Run("missing and user declines install", func(t *testing.T) {
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		writeFakeBinary(t, tmpDir, "curl")
-		writeFakeBinary(t, tmpDir, "bash")
-		kimiGOOS = "linux"
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			if !strings.Contains(prompt, "Kimi is not installed.") {
-				t.Fatalf("unexpected prompt: %q", prompt)
-			}
-			return false, nil
-		})
-
-		_, err := ensureKimiInstalled()
-		if err == nil || !strings.Contains(err.Error(), "installation cancelled") {
-			t.Fatalf("expected cancellation error, got %v", err)
-		}
-	})
-
-	t.Run("missing and user confirms install succeeds", func(t *testing.T) {
-		if runtime.GOOS == "windows" {
-			t.Skip("uses POSIX shell fake binaries")
-		}
-
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		kimiGOOS = "linux"
-
-		writeFakeBinary(t, tmpDir, "curl")
-
-		installLog := filepath.Join(tmpDir, "bash.log")
-		kimiPath := filepath.Join(tmpDir, "kimi")
-		bashScript := fmt.Sprintf(`#!/bin/sh
-echo "$@" >> %q
-if [ "$1" = "-c" ]; then
-  /bin/cat > %q <<'EOS'
-#!/bin/sh
-exit 0
-EOS
-  /bin/chmod +x %q
-fi
-exit 0
-`, installLog, kimiPath, kimiPath)
-		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte(bashScript), 0o755); err != nil {
-			t.Fatalf("failed to write fake bash: %v", err)
-		}
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			return true, nil
-		})
-
-		bin, err := ensureKimiInstalled()
-		if err != nil {
-			t.Fatalf("ensureKimiInstalled() error = %v", err)
-		}
-		assertKimiBinPath(t, bin)
-
-		logData, err := os.ReadFile(installLog)
-		if err != nil {
-			t.Fatalf("failed to read install log: %v", err)
-		}
-		if !strings.Contains(string(logData), "https://code.kimi.com/install.sh") {
-			t.Fatalf("expected install.sh command in log, got:\n%s", string(logData))
-		}
-	})
-
-	t.Run("install succeeds and kimi is in home local bin without PATH update", func(t *testing.T) {
-		if runtime.GOOS == "windows" {
-			t.Skip("uses POSIX shell fake binaries")
-		}
-
-		homeDir := t.TempDir()
-		setTestHome(t, homeDir)
-
-		tmpBin := t.TempDir()
-		t.Setenv("PATH", tmpBin)
-		kimiGOOS = "linux"
-		writeFakeBinary(t, tmpBin, "curl")
-
-		installedKimi := filepath.Join(homeDir, ".local", "bin", "kimi")
-		bashScript := fmt.Sprintf(`#!/bin/sh
-if [ "$1" = "-c" ]; then
-  /bin/mkdir -p %q
-  /bin/cat > %q <<'EOS'
-#!/bin/sh
-exit 0
-EOS
-  /bin/chmod +x %q
-fi
-exit 0
-`, filepath.Dir(installedKimi), installedKimi, installedKimi)
-		if err := os.WriteFile(filepath.Join(tmpBin, "bash"), []byte(bashScript), 0o755); err != nil {
-			t.Fatalf("failed to write fake bash: %v", err)
-		}
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			return true, nil
-		})
-
-		bin, err := ensureKimiInstalled()
-		if err != nil {
-			t.Fatalf("ensureKimiInstalled() error = %v", err)
-		}
-		if bin != installedKimi {
-			t.Fatalf("bin = %q, want %q", bin, installedKimi)
-		}
-	})
-
-	t.Run("install command fails", func(t *testing.T) {
-		if runtime.GOOS == "windows" {
-			t.Skip("uses POSIX shell fake binaries")
-		}
-
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		kimiGOOS = "linux"
-		writeFakeBinary(t, tmpDir, "curl")
-		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte("#!/bin/sh\nexit 1\n"), 0o755); err != nil {
-			t.Fatalf("failed to write fake bash: %v", err)
-		}
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			return true, nil
-		})
-
-		_, err := ensureKimiInstalled()
-		if err == nil || !strings.Contains(err.Error(), "failed to install kimi") {
-			t.Fatalf("expected install failure error, got %v", err)
-		}
-	})
-
-	t.Run("install succeeds but binary missing on PATH", func(t *testing.T) {
-		if runtime.GOOS == "windows" {
-			t.Skip("uses POSIX shell fake binaries")
-		}
-
-		setTestHome(t, t.TempDir())
-		tmpDir := t.TempDir()
-		t.Setenv("PATH", tmpDir)
-		kimiGOOS = "linux"
-		writeFakeBinary(t, tmpDir, "curl")
-		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte("#!/bin/sh\nexit 0\n"), 0o755); err != nil {
-			t.Fatalf("failed to write fake bash: %v", err)
-		}
-
-		withConfirm(t, func(prompt string) (bool, error) {
-			return true, nil
-		})
-
-		_, err := ensureKimiInstalled()
-		if err == nil || !strings.Contains(err.Error(), "binary was not found on PATH") {
-			t.Fatalf("expected PATH guidance error, got %v", err)
-		}
-	})
-}
-
-func TestKimiInstallerCommand(t *testing.T) {
-	tests := []struct {
-		name      string
-		goos      string
-		wantBin   string
-		wantParts []string
-		wantErr   bool
-	}{
-		{
-			name:      "linux",
-			goos:      "linux",
-			wantBin:   "bash",
-			wantParts: []string{"-c", "install.sh"},
-		},
-		{
-			name:      "darwin",
-			goos:      "darwin",
-			wantBin:   "bash",
-			wantParts: []string{"-c", "install.sh"},
-		},
-		{
-			name:      "windows",
-			goos:      "windows",
-			wantBin:   "powershell",
-			wantParts: []string{"-Command", "install.ps1"},
-		},
-		{
-			name:    "unsupported",
-			goos:    "freebsd",
-			wantErr: true,
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			bin, args, err := kimiInstallerCommand(tt.goos)
-			if tt.wantErr {
-				if err == nil {
-					t.Fatal("expected error")
-				}
-				return
-			}
-			if err != nil {
-				t.Fatalf("kimiInstallerCommand() error = %v", err)
-			}
-			if bin != tt.wantBin {
-				t.Fatalf("bin = %q, want %q", bin, tt.wantBin)
-			}
-			joined := strings.Join(args, " ")
-			for _, part := range tt.wantParts {
-				if !strings.Contains(joined, part) {
-					t.Fatalf("args %q missing %q", joined, part)
-				}
-			}
-		})
-	}
-}

cmd/launch/launch.go

@@ -4,7 +4,6 @@ import (
 	"context"
 	"errors"
 	"fmt"
-	"log/slog"
 	"net/http"
 	"os"
 	"slices"
@@ -22,7 +21,6 @@ type LauncherState struct {
 	RunModel       string
 	RunModelUsable bool
 	Integrations   map[string]LauncherIntegrationState
-	AccountState   *AccountState
 }
 
 // LauncherIntegrationState is the launch-owned status for one launcher integration.
@@ -42,11 +40,8 @@ type LauncherIntegrationState struct {
 
 // RunModelRequest controls how the root launcher resolves the chat model.
 type RunModelRequest struct {
-	ForcePicker          bool
-	Policy               *LaunchPolicy
-	AccountState         *AccountState
-	AccountStateProvider func() *AccountState
-	AccountStateUpdates  func(context.Context) <-chan *AccountState
+	ForcePicker bool
+	Policy      *LaunchPolicy
 }
 
 // LaunchConfirmMode controls confirmation behavior across launch flows.
@@ -121,16 +116,12 @@ func (p LaunchPolicy) missingModelPolicy() missingModelPolicy {
 
 // IntegrationLaunchRequest controls the canonical integration launcher flow.
 type IntegrationLaunchRequest struct {
-	Name                 string
-	ModelOverride        string
-	ForceConfigure       bool
-	ConfigureOnly        bool
-	Restore              bool
-	ExtraArgs            []string
-	Policy               *LaunchPolicy
-	AccountState         *AccountState
-	AccountStateProvider func() *AccountState
-	AccountStateUpdates  func(context.Context) <-chan *AccountState
+	Name           string
+	ModelOverride  string
+	ForceConfigure bool
+	ConfigureOnly  bool
+	ExtraArgs      []string
+	Policy         *LaunchPolicy
 }
 
 var isInteractiveSession = func() bool {
@@ -162,46 +153,6 @@ type ManagedSingleModel interface {
 	Onboard() error
 }
 
-// ManagedModelListConfigurer lets managed single-model integrations receive
-// the launcher's model list while still preserving one primary selected model.
-type ManagedModelListConfigurer interface {
-	ConfigureWithModels(primary string, models []string) error
-}
-
-// ManagedAutodiscoveryIntegration is for managed integrations that do not need
-// a launcher-selected model because the app discovers available models itself.
-type ManagedAutodiscoveryIntegration interface {
-	Paths() []string
-	AutodiscoveredModel() string
-	AutodiscoveryConfigured() bool
-	ConfigureAutodiscovery() error
-	Onboard() error
-}
-
-// ManagedAutodiscoveryCloudIntegration marks an autodiscovery integration whose
-// discovered model catalog depends on the user's local Ollama Cloud auth state.
-type ManagedAutodiscoveryCloudIntegration interface {
-	UsesOllamaCloud() bool
-}
-
-// RestoreHintIntegration can provide a short restore command after launch
-// switches an app into a launch-managed mode.
-type RestoreHintIntegration interface {
-	RestoreHint() string
-}
-
-// ConfigurationSuccessIntegration can print a short message after launcher
-// successfully switches an app into a launch-managed mode.
-type ConfigurationSuccessIntegration interface {
-	ConfigurationSuccessMessage() string
-}
-
-// RestoreSuccessIntegration can print a short message after launcher restores
-// an app back to its default mode.
-type RestoreSuccessIntegration interface {
-	RestoreSuccessMessage() string
-}
-
 // ManagedRuntimeRefresher lets managed integrations refresh any long-lived
 // background runtime after launch rewrites their config.
 type ManagedRuntimeRefresher interface {
@@ -220,25 +171,6 @@ type ManagedInteractiveOnboarding interface {
 	RequiresInteractiveOnboarding() bool
 }
 
-// ManagedModelReadinessSkipper lets managed integrations opt out of local
-// Ollama model readiness checks when the configured runtime is not the local
-// daemon.
-type ManagedModelReadinessSkipper interface {
-	SkipModelReadiness() bool
-}
-
-// RestorableIntegration lets integrations switch back from a launch-managed
-// mode to the application's normal/default mode.
-type RestorableIntegration interface {
-	Restore() error
-}
-
-// SupportedIntegration lets an integration report platform support separately
-// from whether the underlying app binary is installed.
-type SupportedIntegration interface {
-	Supported() error
-}
-
 type modelInfo struct {
 	Name        string
 	Remote      bool
@@ -248,23 +180,11 @@ type modelInfo struct {
 // ModelInfo re-exports launcher model inventory details for callers.
 type ModelInfo = modelInfo
 
-// ModelItem represents model metadata before selector-only UI state is derived.
+// ModelItem represents a model for selection UIs.
 type ModelItem struct {
-	Name            string
-	Description     string
-	Recommended     bool
-	VRAMBytes       int64
-	ContextLength   int
-	MaxOutputTokens int
-	RequiredPlan    string
-}
-
-// SelectionItem represents a model row after launch has derived selector-only UI state.
-type SelectionItem struct {
-	Name              string
-	Description       string
-	Recommended       bool
-	AvailabilityBadge string
+	Name        string
+	Description string
+	Recommended bool
 }
 
 // LaunchCmd returns the cobra command for launching integrations.
@@ -273,7 +193,6 @@ func LaunchCmd(checkServerHeartbeat func(cmd *cobra.Command, args []string) erro
 	var modelFlag string
 	var configFlag bool
 	var yesFlag bool
-	var restoreFlag bool
 
 	cmd := &cobra.Command{
 		Use:   "launch [INTEGRATION] [-- [EXTRA_ARGS...]]",
@@ -284,18 +203,16 @@ Without arguments, this is equivalent to running 'ollama' directly.
 Flags and extra arguments require an integration name.
 
 Supported integrations:
-  claude          Claude Code
-  cline           Cline
-  codex           Codex
-  copilot         Copilot CLI (aliases: copilot-cli)
-  droid           Droid
-  hermes          Hermes Agent
-  kimi            Kimi Code CLI
-  opencode        OpenCode
-  openclaw        OpenClaw (aliases: clawdbot, moltbot)
-  pi              Pi
-  pool            Pool
-  vscode          VS Code (aliases: code)
+  claude    Claude Code
+  cline     Cline
+  codex     Codex
+  copilot   Copilot CLI (aliases: copilot-cli)
+  droid     Droid
+  hermes    Hermes Agent
+  opencode  OpenCode
+  openclaw  OpenClaw (aliases: clawdbot, moltbot)
+  pi        Pi
+  vscode    VS Code (aliases: code)
 
 Examples:
   ollama launch
@@ -305,13 +222,8 @@ Examples:
   ollama launch droid --config (does not auto-launch)
   ollama launch codex -- -p myprofile (pass extra args to integration)
   ollama launch codex -- --sandbox workspace-write`,
-		Args: cobra.ArbitraryArgs,
-		PreRunE: func(cmd *cobra.Command, args []string) error {
-			if restoreFlag || launchCommandCanSkipHeartbeat(args) {
-				return nil
-			}
-			return checkServerHeartbeat(cmd, args)
-		},
+		Args:    cobra.ArbitraryArgs,
+		PreRunE: checkServerHeartbeat,
 		RunE: func(cmd *cobra.Command, args []string) error {
 			policy := defaultLaunchPolicy(isInteractiveSession(), yesFlag)
 			// reset when done to make sure state doens't leak between launches
@@ -340,17 +252,13 @@ Examples:
 			}
 
 			if name == "" {
-				if cmd.Flags().Changed("model") || cmd.Flags().Changed("config") || cmd.Flags().Changed("yes") || cmd.Flags().Changed("restore") || len(passArgs) > 0 {
+				if cmd.Flags().Changed("model") || cmd.Flags().Changed("config") || cmd.Flags().Changed("yes") || len(passArgs) > 0 {
 					return fmt.Errorf("flags and extra args require an integration name, for example: 'ollama launch claude --model qwen3.5'")
 				}
 				runTUI(cmd)
 				return nil
 			}
 
-			if !restoreFlag && launchCommandIsClaudeDesktop(name) {
-				return errClaudeDesktopUnsupported()
-			}
-
 			if modelFlag != "" && isCloudModelName(modelFlag) {
 				if client, err := api.ClientFromEnvironment(); err == nil {
 					if disabled, _ := cloudStatusDisabled(cmd.Context(), client); disabled {
@@ -361,20 +269,11 @@ Examples:
 			}
 
 			headlessYes := yesFlag && !isInteractiveSession()
-			forceConfigure := configFlag || (modelFlag == "" && !headlessYes)
-			if forceConfigure && !configFlag && modelFlag == "" {
-				if _, runner, err := LookupIntegration(name); err == nil {
-					if _, ok := runner.(ManagedAutodiscoveryIntegration); ok {
-						forceConfigure = false
-					}
-				}
-			}
 			err := LaunchIntegration(cmd.Context(), IntegrationLaunchRequest{
 				Name:           name,
 				ModelOverride:  modelFlag,
-				ForceConfigure: forceConfigure,
+				ForceConfigure: configFlag || (modelFlag == "" && !headlessYes),
 				ConfigureOnly:  configFlag,
-				Restore:        restoreFlag,
 				ExtraArgs:      passArgs,
 				Policy:         &policy,
 			})
@@ -387,33 +286,15 @@ Examples:
 
 	cmd.Flags().StringVar(&modelFlag, "model", "", "Model to use")
 	cmd.Flags().BoolVar(&configFlag, "config", false, "Configure without launching")
-	cmd.Flags().BoolVar(&restoreFlag, "restore", false, "Restore an integration to its default profile")
 	cmd.Flags().BoolVarP(&yesFlag, "yes", "y", false, "Automatically answer yes to confirmation prompts")
 	return cmd
 }
 
-func launchCommandCanSkipHeartbeat(args []string) bool {
-	if len(args) == 0 {
-		return false
-	}
-	return launchCommandIsClaudeDesktop(args[0])
-}
-
-func launchCommandIsClaudeDesktop(name string) bool {
-	canonical, _, err := LookupIntegration(name)
-	return err == nil && canonical == claudeDesktopIntegrationName
-}
-
 type launcherClient struct {
-	apiClient             *api.Client
-	modelInventory        []ModelInfo
-	inventoryLoaded       bool
-	recommendationsLoaded bool
-	recommendationItems   []ModelItem
-	accountState          *AccountState
-	accountStateProvider  func() *AccountState
-	accountStateUpdates   func(context.Context) <-chan *AccountState
-	policy                LaunchPolicy
+	apiClient       *api.Client
+	modelInventory  []ModelInfo
+	inventoryLoaded bool
+	policy          LaunchPolicy
 }
 
 func newLauncherClient(policy LaunchPolicy) (*launcherClient, error) {
@@ -451,9 +332,6 @@ func ResolveRunModel(ctx context.Context, req RunModelRequest) (string, error) {
 	if err != nil {
 		return "", err
 	}
-	launchClient.accountState = req.AccountState
-	launchClient.accountStateProvider = req.AccountStateProvider
-	launchClient.accountStateUpdates = req.AccountStateUpdates
 	return launchClient.resolveRunModel(ctx, req)
 }
 
@@ -464,34 +342,15 @@ func LaunchIntegration(ctx context.Context, req IntegrationLaunchRequest) error
 		return err
 	}
 
-	if name == claudeDesktopIntegrationName && !req.Restore {
-		return errClaudeDesktopUnsupported()
-	}
-
 	policy := launchIntegrationPolicy(req)
-	if req.Restore {
-		return restoreIntegration(name, runner, req)
-	}
 	if policy.Confirm == LaunchConfirmAutoApprove && !isInteractiveSession() && req.ModelOverride == "" {
-		if _, ok := runner.(ManagedAutodiscoveryIntegration); !ok {
-			return fmt.Errorf("headless --yes launch for %s requires --model <model>", name)
-		}
+		return fmt.Errorf("headless --yes launch for %s requires --model <model>", name)
 	}
 
 	launchClient, saved, err := prepareIntegrationLaunch(name, policy)
 	if err != nil {
 		return err
 	}
-	launchClient.accountState = req.AccountState
-	launchClient.accountStateProvider = req.AccountStateProvider
-	launchClient.accountStateUpdates = req.AccountStateUpdates
-
-	if autodiscovery, ok := runner.(ManagedAutodiscoveryIntegration); ok {
-		if err := EnsureIntegrationInstalled(name, runner); err != nil {
-			return err
-		}
-		return launchClient.launchManagedAutodiscoveryIntegration(ctx, name, runner, autodiscovery, saved, req)
-	}
 
 	if managed, ok := runner.(ManagedSingleModel); ok {
 		if err := EnsureIntegrationInstalled(name, runner); err != nil {
@@ -512,24 +371,6 @@ func LaunchIntegration(ctx context.Context, req IntegrationLaunchRequest) error
 	return launchClient.launchSingleIntegration(ctx, name, runner, saved, req)
 }
 
-func restoreIntegration(name string, runner Runner, req IntegrationLaunchRequest) error {
-	if req.ModelOverride != "" || req.ConfigureOnly || len(req.ExtraArgs) > 0 {
-		return fmt.Errorf("--restore cannot be combined with --model, --config, or extra args")
-	}
-	restorable, ok := runner.(RestorableIntegration)
-	if !ok {
-		return fmt.Errorf("%s does not support --restore", name)
-	}
-	if err := EnsureIntegrationInstalled(name, runner); err != nil {
-		return err
-	}
-	if err := restorable.Restore(); err != nil {
-		return err
-	}
-	printRestoreSuccess(restorable)
-	return nil
-}
-
 func launchIntegrationPolicy(req IntegrationLaunchRequest) LaunchPolicy {
 	// TUI does not set a policy, whereas ollama launch <app> does as it can
 	// have flags which change the behavior.
@@ -580,12 +421,7 @@ func (c *launcherClient) buildLauncherIntegrationState(ctx context.Context, info
 	}
 	var currentModel string
 	var usable bool
-	if autodiscovery, ok := integration.spec.Runner.(ManagedAutodiscoveryIntegration); ok {
-		currentModel, usable, err = c.launcherManagedAutodiscoveryState(ctx, info.Name, autodiscovery)
-		if err != nil {
-			return LauncherIntegrationState{}, err
-		}
-	} else if managed, ok := integration.spec.Runner.(ManagedSingleModel); ok {
+	if managed, ok := integration.spec.Runner.(ManagedSingleModel); ok {
 		currentModel, usable, err = c.launcherManagedModelState(ctx, info.Name, managed)
 		if err != nil {
 			return LauncherIntegrationState{}, err
@@ -647,10 +483,6 @@ func (c *launcherClient) launcherManagedModelState(ctx context.Context, name str
 		return "", false, nil
 	}
 
-	if skips, ok := managed.(ManagedModelReadinessSkipper); ok && skips.SkipModelReadiness() {
-		return current, true, nil
-	}
-
 	usable, err := c.savedModelUsable(ctx, current)
 	if err != nil {
 		return current, false, err
@@ -658,20 +490,6 @@ func (c *launcherClient) launcherManagedModelState(ctx context.Context, name str
 	return current, usable, nil
 }
 
-func (c *launcherClient) launcherManagedAutodiscoveryState(ctx context.Context, name string, autodiscovery ManagedAutodiscoveryIntegration) (string, bool, error) {
-	if autodiscovery.AutodiscoveryConfigured() {
-		return autodiscovery.AutodiscoveredModel(), c.managedAutodiscoveryUsable(ctx, autodiscovery), nil
-	}
-
-	cfg, loadErr := loadStoredIntegrationConfig(name)
-	if loadErr == nil {
-		if current := primaryModelFromConfig(cfg); current != "" {
-			return current, false, nil
-		}
-	}
-	return "", false, nil
-}
-
 func (c *launcherClient) resolveRunModel(ctx context.Context, req RunModelRequest) (string, error) {
 	current := config.LastModel()
 	if !req.ForcePicker && current != "" && c.policy.Confirm == LaunchConfirmAutoApprove && !isInteractiveSession() {
@@ -746,7 +564,7 @@ func (c *launcherClient) launchEditorIntegration(ctx context.Context, name strin
 	}
 
 	if (needsConfigure || req.ModelOverride != "") && !savedMatchesModels(saved, models) {
-		if err := prepareEditorIntegration(name, editor, models); err != nil {
+		if err := prepareEditorIntegration(name, runner, editor, models); err != nil {
 			return err
 		}
 	}
@@ -769,12 +587,8 @@ func (c *launcherClient) launchManagedSingleIntegration(ctx context.Context, nam
 		return nil
 	}
 
-	if needsConfigure || req.ModelOverride != "" || (current != "" && target != current) || !savedMatchesModels(saved, []string{target}) {
-		configureModels, err := c.managedSingleConfigureModels(ctx, managed, target)
-		if err != nil {
-			return err
-		}
-		if err := prepareManagedSingleIntegration(name, managed, target, configureModels); err != nil {
+	if current == "" || needsConfigure || req.ModelOverride != "" || target != current {
+		if err := prepareManagedSingleIntegration(name, runner, managed, target); err != nil {
 			return err
 		}
 		if refresher, ok := managed.(ManagedRuntimeRefresher); ok {
@@ -800,141 +614,15 @@ func (c *launcherClient) launchManagedSingleIntegration(ctx context.Context, nam
 	return runIntegration(runner, target, req.ExtraArgs)
 }
 
-func (c *launcherClient) launchManagedAutodiscoveryIntegration(ctx context.Context, name string, runner Runner, autodiscovery ManagedAutodiscoveryIntegration, saved *config.IntegrationConfig, req IntegrationLaunchRequest) error {
-	if req.ModelOverride != "" {
-		return fmt.Errorf("%s discovers models automatically; omit --model", runner)
-	}
-
-	target := autodiscovery.AutodiscoveredModel()
-	if err := c.ensureManagedAutodiscoveryUsable(ctx, autodiscovery, target); err != nil {
-		return err
-	}
-
-	needsConfigure := req.ForceConfigure || req.ConfigureOnly || !autodiscovery.AutodiscoveryConfigured() || !savedMatchesModels(saved, []string{target})
-
-	if needsConfigure {
-		if err := prepareManagedAutodiscoveryIntegration(name, autodiscovery, target); err != nil {
-			return err
-		}
-		if refresher, ok := autodiscovery.(ManagedRuntimeRefresher); ok {
-			if err := refresher.RefreshRuntimeAfterConfigure(); err != nil {
-				return err
-			}
-		}
-	}
-
-	if !managedIntegrationOnboarded(saved, autodiscovery) {
-		if !isInteractiveSession() && managedRequiresInteractiveOnboarding(autodiscovery) {
-			return fmt.Errorf("%s still needs interactive gateway setup; run 'ollama launch %s' in a terminal to finish onboarding", runner, name)
-		}
-		if err := autodiscovery.Onboard(); err != nil {
-			return err
-		}
-	}
-
-	if !printConfigurationSuccess(autodiscovery) {
-		printRestoreHint(autodiscovery)
-	}
-
-	if req.ConfigureOnly {
-		return nil
-	}
-
-	return runIntegration(runner, target, req.ExtraArgs)
-}
-
-func (c *launcherClient) managedAutodiscoveryUsable(ctx context.Context, autodiscovery ManagedAutodiscoveryIntegration) bool {
-	if !managedAutodiscoveryUsesOllamaCloud(autodiscovery) {
-		return true
-	}
-	if disabled, known := cloudStatusDisabled(ctx, c.apiClient); known && disabled {
-		return false
-	}
-	return true
-}
-
-func (c *launcherClient) ensureManagedAutodiscoveryUsable(ctx context.Context, autodiscovery ManagedAutodiscoveryIntegration, label string) error {
-	if !managedAutodiscoveryUsesOllamaCloud(autodiscovery) {
-		return nil
-	}
-	return ensureCloudAuth(ctx, c.apiClient, label)
-}
-
-func managedAutodiscoveryUsesOllamaCloud(autodiscovery ManagedAutodiscoveryIntegration) bool {
-	cloud, ok := autodiscovery.(ManagedAutodiscoveryCloudIntegration)
-	return ok && cloud.UsesOllamaCloud()
-}
-
-func printRestoreHint(integration any) {
-	hint, ok := integration.(RestoreHintIntegration)
-	if !ok {
-		return
-	}
-	if msg := strings.TrimSpace(hint.RestoreHint()); msg != "" {
-		fmt.Fprintln(os.Stderr, msg)
-	}
-}
-
-func printConfigurationSuccess(integration any) bool {
-	success, ok := integration.(ConfigurationSuccessIntegration)
-	if !ok {
-		return false
-	}
-	if msg := strings.TrimSpace(success.ConfigurationSuccessMessage()); msg != "" {
-		fmt.Fprintln(os.Stderr, msg)
-		return true
-	}
-	return false
-}
-
-func printRestoreSuccess(integration any) {
-	success, ok := integration.(RestoreSuccessIntegration)
-	if !ok {
-		return
-	}
-	if msg := strings.TrimSpace(success.RestoreSuccessMessage()); msg != "" {
-		fmt.Fprintln(os.Stderr, msg)
-	}
-}
-
-func (c *launcherClient) managedSingleConfigureModels(ctx context.Context, managed ManagedSingleModel, target string) ([]string, error) {
-	models := []string{target}
-	if _, ok := managed.(ManagedModelListConfigurer); !ok {
-		return models, nil
-	}
-
-	items, _, err := c.loadSelectableModels(ctx, []string{target}, target, "no models available")
-	if err != nil {
-		// Managed integrations that can use a model catalog should still be
-		// configurable with an explicit target even if the broader inventory
-		// cannot be loaded in the moment.
-		//nolint:nilerr
-		return models, nil
-	}
-
-	for _, item := range items {
-		models = append(models, item.Name)
-	}
-	return dedupeModelList(models), nil
-}
-
 func (c *launcherClient) resolveSingleIntegrationTarget(ctx context.Context, runner Runner, current string, req IntegrationLaunchRequest) (string, bool, error) {
 	target := req.ModelOverride
 	needsConfigure := req.ForceConfigure
-	skipReadiness := false
-	if skipper, ok := runner.(ManagedModelReadinessSkipper); ok {
-		skipReadiness = skipper.SkipModelReadiness()
-	}
 
 	if target == "" {
 		target = current
-		usable := skipReadiness && target != ""
-		if !skipReadiness {
-			var err error
-			usable, err = c.savedModelUsable(ctx, target)
-			if err != nil {
-				return "", false, err
-			}
+		usable, err := c.savedModelUsable(ctx, target)
+		if err != nil {
+			return "", false, err
 		}
 		if !usable {
 			needsConfigure = true
@@ -942,19 +630,13 @@ func (c *launcherClient) resolveSingleIntegrationTarget(ctx context.Context, run
 	}
 
 	if needsConfigure {
-		selected, err := c.selectSingleModelWithSelectorReady(ctx, fmt.Sprintf("Select model for %s:", runner), target, DefaultSingleSelector, !skipReadiness)
+		selected, err := c.selectSingleModelWithSelector(ctx, fmt.Sprintf("Select model for %s:", runner), target, DefaultSingleSelector)
 		if err != nil {
 			return "", false, err
 		}
 		target = selected
-	} else if !skipReadiness {
-		if err := c.ensureModelsReady(ctx, []string{target}); err != nil {
-			return "", false, err
-		}
-	}
-
-	if target == "" {
-		return "", false, nil
+	} else if err := c.ensureModelsReady(ctx, []string{target}); err != nil {
+		return "", false, err
 	}
 
 	return target, needsConfigure, nil
@@ -964,7 +646,7 @@ func savedIntegrationOnboarded(saved *config.IntegrationConfig) bool {
 	return saved != nil && saved.Onboarded
 }
 
-func managedIntegrationOnboarded(saved *config.IntegrationConfig, managed any) bool {
+func managedIntegrationOnboarded(saved *config.IntegrationConfig, managed ManagedSingleModel) bool {
 	if !savedIntegrationOnboarded(saved) {
 		return false
 	}
@@ -978,7 +660,7 @@ func managedIntegrationOnboarded(saved *config.IntegrationConfig, managed any) b
 // Most managed integrations treat onboarding as an interactive terminal step.
 // Hermes opts out because its launch-owned onboarding is just bookkeeping, so
 // headless launches should not be blocked once config is already prepared.
-func managedRequiresInteractiveOnboarding(managed any) bool {
+func managedRequiresInteractiveOnboarding(managed ManagedSingleModel) bool {
 	onboarding, ok := managed.(ManagedInteractiveOnboarding)
 	if !ok {
 		return true
@@ -987,18 +669,7 @@ func managedRequiresInteractiveOnboarding(managed any) bool {
 }
 
 func (c *launcherClient) selectSingleModelWithSelector(ctx context.Context, title, current string, selector SingleSelector) (string, error) {
-	return c.selectSingleModelWithSelectorReady(ctx, title, current, selector, true)
-}
-
-func (c *launcherClient) latestAccountState() *AccountState {
-	if c.accountStateProvider != nil {
-		return c.accountStateProvider()
-	}
-	return c.accountState
-}
-
-func (c *launcherClient) selectSingleModelWithSelectorReady(ctx context.Context, title, current string, selector SingleSelector, ensureReady bool) (string, error) {
-	if selector == nil && DefaultSingleSelectorWithUpdates == nil {
+	if selector == nil {
 		return "", fmt.Errorf("no selector configured")
 	}
 
@@ -1007,98 +678,49 @@ func (c *launcherClient) selectSingleModelWithSelectorReady(ctx context.Context,
 		return "", err
 	}
 
-	for {
-		accountState := c.latestAccountState()
-		selectionItems := SelectionItemsWithAccountState(items, accountState)
-		var updates <-chan []SelectionItem
-		if DefaultSingleSelectorWithUpdates != nil {
-			updates = c.selectionItemUpdates(ctx, items, accountState)
-		}
-		selected, err := runSingleSelector(title, selectionItems, current, updates, selector)
-		if err != nil {
-			return "", err
-		}
-		if selected == "" {
-			return "", ErrCancelled
-		}
-		if ensureReady {
-			if err := c.ensureModelsReady(ctx, []string{selected}); err != nil {
-				if errors.Is(err, errUpgradeCancelled) {
-					current = selected
-					continue
-				}
-				return "", err
-			}
-		}
-		return selected, nil
+	selected, err := selector(title, items, current)
+	if err != nil {
+		return "", err
 	}
+	if err := c.ensureModelsReady(ctx, []string{selected}); err != nil {
+		return "", err
+	}
+	return selected, nil
 }
 
 func (c *launcherClient) selectMultiModelsForIntegration(ctx context.Context, runner Runner, preChecked []string) ([]string, error) {
-	if DefaultMultiSelector == nil && DefaultMultiSelectorWithUpdates == nil {
+	if DefaultMultiSelector == nil {
 		return nil, fmt.Errorf("no selector configured")
 	}
 
 	current := firstModel(preChecked)
+
 	items, orderedChecked, err := c.loadSelectableModels(ctx, preChecked, current, "no models available")
 	if err != nil {
 		return nil, err
 	}
 
-	for {
-		accountState := c.latestAccountState()
-		selectionItems := SelectionItemsWithAccountState(items, accountState)
-		var updates <-chan []SelectionItem
-		if DefaultMultiSelectorWithUpdates != nil {
-			updates = c.selectionItemUpdates(ctx, items, accountState)
-		}
-		selected, err := runMultiSelector(fmt.Sprintf("Select models for %s:", runner), selectionItems, orderedChecked, updates)
-		if err != nil {
-			return nil, err
-		}
-		accepted, skipped, err := c.selectReadyModelsForSave(ctx, selected)
-		if err != nil {
-			if errors.Is(err, errUpgradeCancelled) {
-				orderedChecked = append([]string(nil), selected...)
-				continue
-			}
-			return nil, err
-		}
-		for _, skip := range skipped {
-			fmt.Fprintf(os.Stderr, "Skipped %s: %s\n", skip.model, skip.reason)
-		}
-		return accepted, nil
+	selected, err := DefaultMultiSelector(fmt.Sprintf("Select models for %s:", runner), items, orderedChecked)
+	if err != nil {
+		return nil, err
 	}
-}
-
-func runSingleSelector(title string, items []SelectionItem, current string, updates <-chan []SelectionItem, fallback SingleSelector) (string, error) {
-	if DefaultSingleSelectorWithUpdates != nil {
-		return DefaultSingleSelectorWithUpdates(title, items, current, updates)
+	accepted, skipped, err := c.selectReadyModelsForSave(ctx, selected)
+	if err != nil {
+		return nil, err
 	}
-	if fallback == nil {
-		return "", fmt.Errorf("no selector configured")
+	for _, skip := range skipped {
+		fmt.Fprintf(os.Stderr, "Skipped %s: %s\n", skip.model, skip.reason)
 	}
-	return fallback(title, items, current)
-}
-
-func runMultiSelector(title string, items []SelectionItem, preChecked []string, updates <-chan []SelectionItem) ([]string, error) {
-	if DefaultMultiSelectorWithUpdates != nil {
-		return DefaultMultiSelectorWithUpdates(title, items, preChecked, updates)
-	}
-	if DefaultMultiSelector == nil {
-		return nil, fmt.Errorf("no selector configured")
-	}
-	return DefaultMultiSelector(title, items, preChecked)
+	return accepted, nil
 }
 
 func (c *launcherClient) loadSelectableModels(ctx context.Context, preChecked []string, current, emptyMessage string) ([]ModelItem, []string, error) {
 	if err := c.loadModelInventoryOnce(ctx); err != nil {
 		return nil, nil, err
 	}
-	recommendations := c.recommendations(ctx)
 
 	cloudDisabled, _ := cloudStatusDisabled(ctx, c.apiClient)
-	items, orderedChecked, _, _ := buildModelListWithRecommendations(c.modelInventory, recommendations, preChecked, current)
+	items, orderedChecked, _, _ := buildModelList(c.modelInventory, preChecked, current)
 	if cloudDisabled {
 		items = filterCloudItems(items)
 		orderedChecked = c.filterDisabledCloudModels(ctx, orderedChecked)
@@ -1109,69 +731,6 @@ func (c *launcherClient) loadSelectableModels(ctx context.Context, preChecked []
 	return items, orderedChecked, nil
 }
 
-func (c *launcherClient) recommendations(ctx context.Context) []ModelItem {
-	if c.recommendationsLoaded {
-		return append([]ModelItem(nil), c.recommendationItems...)
-	}
-
-	recommendations, err := c.requestRecommendations(ctx)
-	if err != nil || len(recommendations) == 0 {
-		// Fail open: recommendation issues should not block launch flows.
-		// Fall back to built-in recommendations until server data is available.
-		fallback := append([]ModelItem(nil), recommendedModels...)
-		setDynamicCloudModelLimits(cloudModelLimitsFromRecommendations(fallback))
-		c.recommendationItems = fallback
-		c.recommendationsLoaded = true
-		return append([]ModelItem(nil), fallback...)
-	}
-	setDynamicCloudModelLimits(cloudModelLimitsFromRecommendations(recommendations))
-	c.recommendationItems = recommendations
-	c.recommendationsLoaded = true
-	return append([]ModelItem(nil), recommendations...)
-}
-
-func (c *launcherClient) requestRecommendations(ctx context.Context) ([]ModelItem, error) {
-	resp, err := c.apiClient.ModelRecommendationsExperimental(ctx)
-	if err != nil {
-		return nil, err
-	}
-	items := make([]ModelItem, 0, len(resp.Recommendations))
-	seen := make(map[string]struct{}, len(resp.Recommendations))
-
-	for _, rec := range resp.Recommendations {
-		name := strings.TrimSpace(rec.Model)
-		if name == "" {
-			continue
-		}
-		if _, ok := seen[name]; ok {
-			continue
-		}
-		seen[name] = struct{}{}
-
-		if isCloudModelName(name) && (rec.ContextLength <= 0 || rec.MaxOutputTokens <= 0) {
-			slog.Warn("skipping cloud recommendation with missing limits", "model", name)
-			continue
-		}
-
-		description := strings.TrimSpace(rec.Description)
-		if description == "" {
-			description = "Recommended model"
-		}
-
-		items = append(items, ModelItem{
-			Name:            name,
-			Description:     description,
-			Recommended:     true,
-			VRAMBytes:       rec.VRAMBytes,
-			ContextLength:   rec.ContextLength,
-			MaxOutputTokens: rec.MaxOutputTokens,
-			RequiredPlan:    strings.TrimSpace(rec.RequiredPlan),
-		})
-	}
-
-	return items, nil
-}
-
 func (c *launcherClient) ensureModelsReady(ctx context.Context, models []string) error {
 	models = dedupeModelList(models)
 	if len(models) == 0 {
@@ -1183,9 +742,6 @@ func (c *launcherClient) ensureModelsReady(ctx context.Context, models []string)
 		isCloudModel := isCloudModelName(model)
 		if isCloudModel {
 			cloudModels[model] = true
-			if err := c.ensureCloudModelAccess(ctx, model); err != nil {
-				return err
-			}
 		}
 		if err := showOrPullWithPolicy(ctx, c.apiClient, model, c.policy.missingModelPolicy(), isCloudModel); err != nil {
 			return err
@@ -1219,9 +775,6 @@ func (c *launcherClient) selectReadyModelsForSave(ctx context.Context, selected
 
 	for _, model := range selected {
 		if err := c.ensureModelsReady(ctx, []string{model}); err != nil {
-			if errors.Is(err, errUpgradeCancelled) {
-				return nil, nil, err
-			}
 			if errors.Is(err, context.Canceled) || errors.Is(err, context.DeadlineExceeded) {
 				return nil, nil, err
 			}
@@ -1238,9 +791,6 @@ func (c *launcherClient) selectReadyModelsForSave(ctx context.Context, selected
 }
 
 func skippedModelReason(model string, err error) string {
-	if errors.Is(err, errUpgradeCancelled) {
-		return "upgrade was cancelled"
-	}
 	if errors.Is(err, ErrCancelled) {
 		if isCloudModelName(model) {
 			return "sign in was cancelled"

cmd/launch/models.go

@@ -4,42 +4,34 @@ import (
 	"context"
 	"errors"
 	"fmt"
-	"math"
 	"net/http"
 	"os"
 	"os/exec"
 	"runtime"
 	"slices"
 	"strings"
-	"sync"
 	"time"
 
 	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/cmd/config"
-	"github.com/ollama/ollama/format"
+	"github.com/ollama/ollama/cmd/internal/fileutil"
 	internalcloud "github.com/ollama/ollama/internal/cloud"
 	"github.com/ollama/ollama/internal/modelref"
 	"github.com/ollama/ollama/progress"
 )
 
 var recommendedModels = []ModelItem{
-	{Name: "kimi-k2.6:cloud", Description: "State-of-the-art coding, long-horizon execution, and multimodal agent swarm capability", Recommended: true, ContextLength: 262_144, MaxOutputTokens: 262_144},
-	{Name: "qwen3.5:cloud", Description: "Reasoning, coding, and agentic tool use with vision", Recommended: true, ContextLength: 262_144, MaxOutputTokens: 32_768},
-	{Name: "glm-5.1:cloud", Description: "Reasoning and code generation", Recommended: true, ContextLength: 202_752, MaxOutputTokens: 131_072},
-	{Name: "minimax-m2.7:cloud", Description: "Fast, efficient coding and real-world productivity", Recommended: true, ContextLength: 204_800, MaxOutputTokens: 128_000},
-	{Name: "gemma4", Description: "Reasoning and code generation locally", Recommended: true, VRAMBytes: 12 * format.GigaByte},
-	{Name: "qwen3.5", Description: "Reasoning, coding, and visual understanding locally", Recommended: true, VRAMBytes: 14 * format.GigaByte},
+	{Name: "kimi-k2.5:cloud", Description: "Multimodal reasoning with subagents", Recommended: true},
+	{Name: "qwen3.5:cloud", Description: "Reasoning, coding, and agentic tool use with vision", Recommended: true},
+	{Name: "glm-5.1:cloud", Description: "Reasoning and code generation", Recommended: true},
+	{Name: "minimax-m2.7:cloud", Description: "Fast, efficient coding and real-world productivity", Recommended: true},
+	{Name: "gemma4", Description: "Reasoning and code generation locally", Recommended: true},
+	{Name: "qwen3.5", Description: "Reasoning, coding, and visual understanding locally", Recommended: true},
 }
 
-func displayVRAM(vramBytes int64) string {
-	if vramBytes <= 0 {
-		return ""
-	}
-	gb := float64(vramBytes) / format.GigaByte
-	if gb == math.Trunc(gb) {
-		return fmt.Sprintf("~%.0fGB", gb)
-	}
-	return fmt.Sprintf("~%.1fGB", gb)
+var recommendedVRAM = map[string]string{
+	"gemma4":  "~16GB",
+	"qwen3.5": "~11GB",
 }
 
 // cloudModelLimit holds context and output token limits for a cloud model.
@@ -48,10 +40,10 @@ type cloudModelLimit struct {
 	Output  int
 }
 
-// extraCloudModelLimits maps cloud model base names to token limits for models
-// that are not already covered by recommendedModels fallback entries.
+// cloudModelLimits maps cloud model base names to their token limits.
 // TODO(parthsareen): grab context/output limits from model info instead of hardcoding
-var extraCloudModelLimits = map[string]cloudModelLimit{
+var cloudModelLimits = map[string]cloudModelLimit{
+	"minimax-m2.7":        {Context: 204_800, Output: 128_000},
 	"cogito-2.1:671b":     {Context: 163_840, Output: 65_536},
 	"deepseek-v3.1:671b":  {Context: 163_840, Output: 163_840},
 	"deepseek-v3.2":       {Context: 163_840, Output: 65_536},
@@ -64,7 +56,6 @@ var extraCloudModelLimits = map[string]cloudModelLimit{
 	"gpt-oss:20b":         {Context: 131_072, Output: 131_072},
 	"kimi-k2:1t":          {Context: 262_144, Output: 262_144},
 	"kimi-k2.5":           {Context: 262_144, Output: 262_144},
-	"kimi-k2.6":           {Context: 262_144, Output: 262_144},
 	"kimi-k2-thinking":    {Context: 262_144, Output: 262_144},
 	"nemotron-3-nano:30b": {Context: 1_048_576, Output: 131_072},
 	"qwen3-coder:480b":    {Context: 262_144, Output: 65_536},
@@ -73,24 +64,11 @@ var extraCloudModelLimits = map[string]cloudModelLimit{
 	"qwen3.5":             {Context: 262_144, Output: 32_768},
 }
 
-var cloudModelLimits = mergeCloudModelLimits(cloudModelLimitsFromRecommendations(recommendedModels), extraCloudModelLimits)
-
-var (
-	dynamicCloudModelLimitsMu sync.RWMutex
-	dynamicCloudModelLimits   = map[string]cloudModelLimit{}
-)
-
 // lookupCloudModelLimit returns the token limits for a cloud model.
 // It normalizes explicit cloud source suffixes before checking the shared limit map.
 func lookupCloudModelLimit(name string) (cloudModelLimit, bool) {
 	base, stripped := modelref.StripCloudSourceTag(name)
 	if stripped {
-		dynamicCloudModelLimitsMu.RLock()
-		l, ok := dynamicCloudModelLimits[base]
-		dynamicCloudModelLimitsMu.RUnlock()
-		if ok {
-			return l, true
-		}
 		if l, ok := cloudModelLimits[base]; ok {
 			return l, true
 		}
@@ -98,49 +76,6 @@ func lookupCloudModelLimit(name string) (cloudModelLimit, bool) {
 	return cloudModelLimit{}, false
 }
 
-func setDynamicCloudModelLimits(limits map[string]cloudModelLimit) {
-	dynamicCloudModelLimitsMu.Lock()
-	defer dynamicCloudModelLimitsMu.Unlock()
-	if limits == nil {
-		dynamicCloudModelLimits = map[string]cloudModelLimit{}
-		return
-	}
-	cp := make(map[string]cloudModelLimit, len(limits))
-	for k, v := range limits {
-		cp[k] = v
-	}
-	dynamicCloudModelLimits = cp
-}
-
-func cloudModelLimitsFromRecommendations(recommendations []ModelItem) map[string]cloudModelLimit {
-	limits := make(map[string]cloudModelLimit, len(recommendations))
-	for _, rec := range recommendations {
-		if !isCloudModelName(rec.Name) || rec.ContextLength <= 0 || rec.MaxOutputTokens <= 0 {
-			continue
-		}
-		base, stripped := modelref.StripCloudSourceTag(rec.Name)
-		if !stripped || base == "" {
-			continue
-		}
-		limits[base] = cloudModelLimit{
-			Context: rec.ContextLength,
-			Output:  rec.MaxOutputTokens,
-		}
-	}
-	return limits
-}
-
-func mergeCloudModelLimits(base map[string]cloudModelLimit, overlay map[string]cloudModelLimit) map[string]cloudModelLimit {
-	out := make(map[string]cloudModelLimit, len(base)+len(overlay))
-	for name, limit := range base {
-		out[name] = limit
-	}
-	for name, limit := range overlay {
-		out[name] = limit
-	}
-	return out
-}
-
 // missingModelPolicy controls how model-not-found errors should be handled.
 type missingModelPolicy int
 
@@ -180,27 +115,22 @@ func ensureAuth(ctx context.Context, client *api.Client, cloudModels map[string]
 	if len(selectedCloudModels) == 0 {
 		return nil
 	}
-	return ensureCloudAuth(ctx, client, strings.Join(selectedCloudModels, ", "))
-}
-
-func ensureCloudAuth(ctx context.Context, client *api.Client, modelList string) error {
 	if disabled, known := cloudStatusDisabled(ctx, client); known && disabled {
 		return errors.New(internalcloud.DisabledError("remote inference is unavailable"))
 	}
 
-	user, err := whoamiWithTimeout(ctx, client)
+	user, err := client.Whoami(ctx)
 	if err == nil && user != nil && user.Name != "" {
 		return nil
 	}
 
 	var aErr api.AuthorizationError
 	if !errors.As(err, &aErr) || aErr.SigninURL == "" {
-		if err != nil {
-			return err
-		}
-		return fmt.Errorf("%s requires sign in", modelList)
+		return err
 	}
 
+	modelList := strings.Join(selectedCloudModels, ", ")
+
 	if DefaultSignIn != nil {
 		_, err := DefaultSignIn(modelList, aErr.SigninURL)
 		if errors.Is(err, ErrCancelled) {
@@ -243,7 +173,7 @@ func ensureCloudAuth(ctx context.Context, client *api.Client, modelList string)
 			fmt.Fprintf(os.Stderr, "\r\033[90mwaiting for sign in to complete... %s\033[0m", spinnerFrames[frame%len(spinnerFrames)])
 
 			if frame%10 == 0 {
-				u, err := whoamiWithTimeout(ctx, client)
+				u, err := client.Whoami(ctx)
 				if err == nil && u != nil && u.Name != "" {
 					fmt.Fprintf(os.Stderr, "\r\033[K\033[A\r\033[K\033[1msigned in:\033[0m %s\n", u.Name)
 					return nil
@@ -299,7 +229,12 @@ func pullMissingModel(ctx context.Context, client *api.Client, model string) err
 }
 
 // prepareEditorIntegration persists models and applies editor-managed config files.
-func prepareEditorIntegration(name string, editor Editor, models []string) error {
+func prepareEditorIntegration(name string, runner Runner, editor Editor, models []string) error {
+	if ok, err := confirmConfigEdit(runner, editor.Paths()); err != nil {
+		return err
+	} else if !ok {
+		return errCancelled
+	}
 	if err := editor.Edit(models); err != nil {
 		return fmt.Errorf("setup failed: %w", err)
 	}
@@ -309,15 +244,13 @@ func prepareEditorIntegration(name string, editor Editor, models []string) error
 	return nil
 }
 
-func prepareManagedSingleIntegration(name string, managed ManagedSingleModel, model string, models []string) error {
-	models = dedupeModelList(append([]string{model}, models...))
-	var err error
-	if withModels, ok := managed.(ManagedModelListConfigurer); ok {
-		err = withModels.ConfigureWithModels(model, models)
-	} else {
-		err = managed.Configure(model)
+func prepareManagedSingleIntegration(name string, runner Runner, managed ManagedSingleModel, model string) error {
+	if ok, err := confirmConfigEdit(runner, managed.Paths()); err != nil {
+		return err
+	} else if !ok {
+		return errCancelled
 	}
-	if err != nil {
+	if err := managed.Configure(model); err != nil {
 		return fmt.Errorf("setup failed: %w", err)
 	}
 	if err := config.SaveIntegration(name, []string{model}); err != nil {
@@ -326,33 +259,31 @@ func prepareManagedSingleIntegration(name string, managed ManagedSingleModel, mo
 	return nil
 }
 
-func prepareManagedAutodiscoveryIntegration(name string, autodiscovery ManagedAutodiscoveryIntegration, model string) error {
-	if err := autodiscovery.ConfigureAutodiscovery(); err != nil {
-		return fmt.Errorf("setup failed: %w", err)
+func confirmConfigEdit(runner Runner, paths []string) (bool, error) {
+	if len(paths) == 0 {
+		return true, nil
 	}
-	if err := config.SaveIntegration(name, []string{model}); err != nil {
-		return fmt.Errorf("failed to save: %w", err)
+
+	fmt.Fprintf(os.Stderr, "This will modify your %s configuration:\n", runner)
+	for _, path := range paths {
+		fmt.Fprintf(os.Stderr, "  %s\n", path)
 	}
-	return nil
+	fmt.Fprintf(os.Stderr, "Backups will be saved to %s/\n\n", fileutil.BackupDir())
+
+	return ConfirmPrompt("Proceed?")
 }
 
 // buildModelList merges existing models with recommendations for selection UIs.
 func buildModelList(existing []modelInfo, preChecked []string, current string) (items []ModelItem, orderedChecked []string, existingModels, cloudModels map[string]bool) {
-	return buildModelListWithRecommendations(existing, recommendedModels, preChecked, current)
-}
-
-func buildModelListWithRecommendations(existing []modelInfo, recommendations []ModelItem, preChecked []string, current string) (items []ModelItem, orderedChecked []string, existingModels, cloudModels map[string]bool) {
 	existingModels = make(map[string]bool)
 	cloudModels = make(map[string]bool)
 	recommended := make(map[string]bool)
 	var hasLocalModel, hasCloudModel bool
 
 	recDesc := make(map[string]string)
-	recByName := make(map[string]ModelItem)
-	for _, rec := range recommendations {
+	for _, rec := range recommendedModels {
 		recommended[rec.Name] = true
 		recDesc[rec.Name] = rec.Description
-		recByName[rec.Name] = rec
 	}
 
 	for _, m := range existing {
@@ -366,13 +297,10 @@ func buildModelListWithRecommendations(existing []modelInfo, recommendations []M
 		displayName := strings.TrimSuffix(m.Name, ":latest")
 		existingModels[displayName] = true
 		item := ModelItem{Name: displayName, Recommended: recommended[displayName], Description: recDesc[displayName]}
-		if rec, ok := recByName[displayName]; ok {
-			item = copyModelRecommendationFields(displayName, rec)
-		}
 		items = append(items, item)
 	}
 
-	for _, rec := range recommendations {
+	for _, rec := range recommendedModels {
 		if existingModels[rec.Name] || existingModels[rec.Name+":latest"] {
 			continue
 		}
@@ -418,7 +346,7 @@ func buildModelListWithRecommendations(existing []modelInfo, recommendations []M
 			if items[i].Description != "" {
 				parts = append(parts, items[i].Description)
 			}
-			if vram := displayVRAM(items[i].VRAMBytes); vram != "" {
+			if vram := recommendedVRAM[items[i].Name]; vram != "" {
 				parts = append(parts, vram)
 			}
 			parts = append(parts, "(not downloaded)")
@@ -427,17 +355,23 @@ func buildModelListWithRecommendations(existing []modelInfo, recommendations []M
 	}
 
 	recRank := make(map[string]int)
-	for i, rec := range recommendations {
+	for i, rec := range recommendedModels {
 		recRank[rec.Name] = i + 1
 	}
 
 	if hasLocalModel || hasCloudModel {
-		// Keep the Recommended section pinned to recommendation order. Checked
-		// and default-model priority only apply within the More section.
 		slices.SortStableFunc(items, func(a, b ModelItem) int {
 			ac, bc := checked[a.Name], checked[b.Name]
 			aNew, bNew := notInstalled[a.Name], notInstalled[b.Name]
 			aRec, bRec := recRank[a.Name] > 0, recRank[b.Name] > 0
+			aCloud, bCloud := cloudModels[a.Name], cloudModels[b.Name]
+
+			if ac != bc {
+				if ac {
+					return -1
+				}
+				return 1
+			}
 			if aRec != bRec {
 				if aRec {
 					return -1
@@ -445,13 +379,13 @@ func buildModelListWithRecommendations(existing []modelInfo, recommendations []M
 				return 1
 			}
 			if aRec && bRec {
-				return recRank[a.Name] - recRank[b.Name]
-			}
-			if ac != bc {
-				if ac {
-					return -1
+				if aCloud != bCloud {
+					if aCloud {
+						return -1
+					}
+					return 1
 				}
-				return 1
+				return recRank[a.Name] - recRank[b.Name]
 			}
 			// Among checked non-recommended items - put the default first
 			if ac && !aRec && current != "" {
@@ -477,12 +411,6 @@ func buildModelListWithRecommendations(existing []modelInfo, recommendations []M
 	return items, preChecked, existingModels, cloudModels
 }
 
-func copyModelRecommendationFields(name string, rec ModelItem) ModelItem {
-	rec.Name = name
-	rec.Recommended = true
-	return rec
-}
-
 // isCloudModelName reports whether the model name has an explicit cloud source.
 func isCloudModelName(name string) bool {
 	return modelref.HasExplicitCloudSource(name)

cmd/launch/openclaw.go

@@ -14,6 +14,8 @@ import (
 	"strings"
 	"time"
 
+	"golang.org/x/mod/semver"
+
 	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/cmd/internal/fileutil"
 	"github.com/ollama/ollama/envconfig"
@@ -28,8 +30,6 @@ var openclawModelShowTimeout = 5 * time.Second
 // openclawFreshInstall is set to true when ensureOpenclawInstalled performs an install
 var openclawFreshInstall bool
 
-var openclawCanInstallDaemon = canInstallDaemon
-
 type Openclaw struct{}
 
 func (c *Openclaw) String() string { return "OpenClaw" }
@@ -60,7 +60,6 @@ func (c *Openclaw) Run(model string, args []string) error {
 		// the newest wizard flags (e.g. --auth-choice ollama).
 		if !openclawFreshInstall {
 			update := exec.Command(bin, "update")
-			update.Env = openclawInstallEnv()
 			update.Stdout = os.Stdout
 			update.Stderr = os.Stderr
 			_ = update.Run() // best-effort; continue even if update fails
@@ -76,18 +75,19 @@ func (c *Openclaw) Run(model string, args []string) error {
 			"--auth-choice", "ollama",
 			"--custom-base-url", envconfig.Host().String(),
 			"--custom-model-id", model,
-			// Launch owns the first real gateway startup immediately after onboarding,
-			// so don't let OpenClaw fail the whole first-run flow on a transient
-			// daemon health probe.
-			"--skip-health",
 			"--skip-channels",
 			"--skip-skills",
 		}
-		if openclawCanInstallDaemon() {
+		if canInstallDaemon() {
 			onboardArgs = append(onboardArgs, "--install-daemon")
+		} else {
+			// When we can't install a daemon (e.g. no systemd, sudo dropped
+			// XDG_RUNTIME_DIR, or container environment), skip the gateway
+			// health check so non-interactive onboarding completes. The
+			// gateway is started as a foreground child process after onboarding.
+			onboardArgs = append(onboardArgs, "--skip-health")
 		}
 		cmd := exec.Command(bin, onboardArgs...)
-		cmd.Env = openclawInstallEnv()
 		cmd.Stdin = os.Stdin
 		cmd.Stdout = os.Stdout
 		cmd.Stderr = os.Stderr
@@ -98,23 +98,13 @@ func (c *Openclaw) Run(model string, args []string) error {
 		patchDeviceScopes()
 	}
 
-	configureOllamaWebSearch()
+	if ensureWebSearchPlugin() {
+		registerWebSearchPlugin()
+	}
 
 	// When extra args are passed through, run exactly what the user asked for
 	// after setup and skip the built-in gateway+TUI convenience flow.
 	if len(args) > 0 {
-		cleanup := func() {}
-		if shouldEnsureGatewayForArgs(args) {
-			cleanupFn, _, _, err := c.ensureGatewayReady(bin)
-			if err != nil {
-				return windowsHint(err)
-			}
-			if cleanupFn != nil {
-				cleanup = cleanupFn
-			}
-		}
-		defer cleanup()
-
 		cmd := exec.Command(bin, args...)
 		cmd.Env = openclawEnv()
 		cmd.Stdin = os.Stdin
@@ -135,11 +125,41 @@ func (c *Openclaw) Run(model string, args []string) error {
 
 	fmt.Fprintf(os.Stderr, "\n%sStarting your assistant — this may take a moment...%s\n\n", ansiGray, ansiReset)
 
-	cleanup, token, port, err := c.ensureGatewayReady(bin)
-	if err != nil {
-		return windowsHint(err)
+	token, port := c.gatewayInfo()
+	addr := fmt.Sprintf("localhost:%d", port)
+
+	// If the gateway is already running (e.g. via the daemon), restart it
+	// so it picks up any config changes (model, provider, etc.).
+	if portOpen(addr) {
+		restart := exec.Command(bin, "daemon", "restart")
+		restart.Env = openclawEnv()
+		if err := restart.Run(); err != nil {
+			fmt.Fprintf(os.Stderr, "%s  Warning: daemon restart failed: %v%s\n", ansiYellow, err, ansiReset)
+		}
+		if !waitForPort(addr, 10*time.Second) {
+			fmt.Fprintf(os.Stderr, "%s  Warning: gateway did not come back after restart%s\n", ansiYellow, ansiReset)
+		}
+	}
+
+	// If the gateway isn't running, start it as a background child process.
+	if !portOpen(addr) {
+		gw := exec.Command(bin, "gateway", "run", "--force")
+		gw.Env = openclawEnv()
+		if err := gw.Start(); err != nil {
+			return windowsHint(fmt.Errorf("failed to start gateway: %w", err))
+		}
+		defer func() {
+			if gw.Process != nil {
+				_ = gw.Process.Kill()
+				_ = gw.Wait()
+			}
+		}()
+	}
+
+	fmt.Fprintf(os.Stderr, "%sStarting gateway...%s\n", ansiGray, ansiReset)
+	if !waitForPort(addr, 30*time.Second) {
+		return windowsHint(fmt.Errorf("gateway did not start on %s", addr))
 	}
-	defer cleanup()
 
 	printOpenclawReady(bin, token, port, firstLaunch)
 
@@ -159,66 +179,6 @@ func (c *Openclaw) Run(model string, args []string) error {
 	return nil
 }
 
-func shouldEnsureGatewayForArgs(args []string) bool {
-	return len(args) > 0 && args[0] == "tui"
-}
-
-func (c *Openclaw) ensureGatewayReady(bin string) (func(), string, int, error) {
-	token, port := c.gatewayInfo()
-	addr := fmt.Sprintf("127.0.0.1:%d", port)
-
-	// If the gateway is already running (e.g. via the daemon), restart it
-	// so it picks up any config changes (model, provider, etc.).
-	if portOpen(addr) {
-		restart := exec.Command(bin, "daemon", "restart")
-		restart.Env = openclawEnv()
-		if err := restart.Run(); err != nil {
-			fmt.Fprintf(os.Stderr, "%s  Warning: daemon restart failed: %v%s\n", ansiYellow, err, ansiReset)
-		}
-		if !waitForPort(addr, 10*time.Second) {
-			fmt.Fprintf(os.Stderr, "%s  Warning: gateway did not come back after restart%s\n", ansiYellow, ansiReset)
-		}
-	}
-
-	// If the daemon is installed but not currently listening, try to bring it
-	// up before falling back to a foreground child process.
-	if openclawCanInstallDaemon() && !portOpen(addr) {
-		start := exec.Command(bin, "daemon", "start")
-		start.Env = openclawEnv()
-		if err := start.Run(); err != nil {
-			fmt.Fprintf(os.Stderr, "%s  Warning: daemon start failed: %v%s\n", ansiYellow, err, ansiReset)
-		} else if waitForPort(addr, 10*time.Second) {
-			fmt.Fprintf(os.Stderr, "%sStarting gateway...%s\n", ansiGray, ansiReset)
-			return func() {}, token, port, nil
-		}
-	}
-
-	cleanup := func() {}
-
-	// If the gateway still isn't running, start it as a background child process.
-	if !portOpen(addr) {
-		gw := exec.Command(bin, "gateway", "run", "--force")
-		gw.Env = openclawEnv()
-		if err := gw.Start(); err != nil {
-			return nil, "", 0, fmt.Errorf("failed to start gateway: %w", err)
-		}
-		cleanup = func() {
-			if gw.Process != nil {
-				_ = gw.Process.Kill()
-				_ = gw.Wait()
-			}
-		}
-	}
-
-	fmt.Fprintf(os.Stderr, "%sStarting gateway...%s\n", ansiGray, ansiReset)
-	if !waitForPort(addr, 30*time.Second) {
-		cleanup()
-		return nil, "", 0, fmt.Errorf("gateway did not start on %s", addr)
-	}
-
-	return cleanup, token, port, nil
-}
-
 // runChannelSetupPreflight prompts users to connect a messaging channel before
 // starting the built-in gateway+TUI flow. In interactive sessions, it loops
 // until a channel is configured, unless the user chooses "Set up later".
@@ -341,7 +301,7 @@ func (c *Openclaw) gatewayInfo() (token string, port int) {
 }
 
 func printOpenclawReady(bin, token string, port int, firstLaunch bool) {
-	u := fmt.Sprintf("http://127.0.0.1:%d", port)
+	u := fmt.Sprintf("http://localhost:%d", port)
 	if token != "" {
 		u += "/#token=" + url.QueryEscape(token)
 	}
@@ -379,30 +339,9 @@ func openclawEnv() []string {
 			env = append(env, e)
 		}
 	}
-	if _, ok := os.LookupEnv("OPENCLAW_PLUGIN_STAGE_DIR"); !ok {
-		if dir := openclawPluginStageDir(); dir != "" {
-			env = append(env, "OPENCLAW_PLUGIN_STAGE_DIR="+dir)
-		}
-	}
 	return env
 }
 
-func openclawInstallEnv() []string {
-	env := openclawEnv()
-	if _, ok := os.LookupEnv("OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"); !ok {
-		env = append(env, "OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS=1")
-	}
-	return env
-}
-
-func openclawPluginStageDir() string {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		return ""
-	}
-	return filepath.Join(home, ".openclaw", "plugin-runtime-deps")
-}
-
 // portOpen checks if a TCP port is currently accepting connections.
 func portOpen(addr string) bool {
 	conn, err := net.DialTimeout("tcp", addr, 500*time.Millisecond)
@@ -626,7 +565,6 @@ func ensureOpenclawInstalled() (string, error) {
 
 	fmt.Fprintf(os.Stderr, "\nInstalling OpenClaw...\n")
 	cmd := exec.Command("npm", "install", "-g", "openclaw@latest")
-	cmd.Env = openclawInstallEnv()
 	cmd.Stdin = os.Stdin
 	cmd.Stdout = os.Stdout
 	cmd.Stderr = os.Stderr
@@ -753,7 +691,7 @@ func (c *Openclaw) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	if err := fileutil.WriteWithBackup(configPath, data, "openclaw"); err != nil {
+	if err := fileutil.WriteWithBackup(configPath, data); err != nil {
 		return err
 	}
 
@@ -800,13 +738,89 @@ func clearSessionModelOverride(primary string) {
 	_ = os.WriteFile(path, out, 0o600)
 }
 
-// configureOllamaWebSearch keeps launch-managed OpenClaw installs on the
-// bundled Ollama web_search provider. Older launch builds installed an
-// external openclaw-web-search plugin that added custom ollama_web_search and
-// ollama_web_fetch tools. Current OpenClaw versions ship Ollama web_search as
-// the bundled "ollama" plugin instead, so we migrate stale config and ensure
-// fresh installs select the bundled provider.
-func configureOllamaWebSearch() {
+const (
+	webSearchNpmPackage = "@ollama/openclaw-web-search"
+	webSearchMinVersion = "0.2.1"
+)
+
+// ensureWebSearchPlugin installs the openclaw-web-search extension into the
+// user-level extensions directory (~/.openclaw/extensions/) if it isn't already
+// present, or re-installs if the installed version is older than webSearchMinVersion.
+// Returns true if the extension is available.
+func ensureWebSearchPlugin() bool {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return false
+	}
+
+	pluginDir := filepath.Join(home, ".openclaw", "extensions", "openclaw-web-search")
+	if webSearchPluginUpToDate(pluginDir) {
+		return true
+	}
+
+	npmBin, err := exec.LookPath("npm")
+	if err != nil {
+		return false
+	}
+
+	if err := os.MkdirAll(pluginDir, 0o755); err != nil {
+		return false
+	}
+
+	// Download the tarball via `npm pack`, extract it flat into the plugin dir.
+	pack := exec.Command(npmBin, "pack", webSearchNpmPackage, "--pack-destination", pluginDir)
+	out, err := pack.Output()
+	if err != nil {
+		fmt.Fprintf(os.Stderr, "%s  Warning: could not download web search plugin: %v%s\n", ansiYellow, err, ansiReset)
+		return false
+	}
+
+	tgzName := strings.TrimSpace(string(out))
+	tgzPath := filepath.Join(pluginDir, tgzName)
+	defer os.Remove(tgzPath)
+
+	tar := exec.Command("tar", "xzf", tgzPath, "--strip-components=1", "-C", pluginDir)
+	if err := tar.Run(); err != nil {
+		fmt.Fprintf(os.Stderr, "%s  Warning: could not extract web search plugin: %v%s\n", ansiYellow, err, ansiReset)
+		return false
+	}
+
+	fmt.Fprintf(os.Stderr, "%s  ✓ Installed Ollama web search %s\n", ansiGreen, ansiReset)
+	return true
+}
+
+// webSearchPluginUpToDate returns true if the plugin is installed and its
+// package.json version is >= webSearchMinVersion.
+func webSearchPluginUpToDate(pluginDir string) bool {
+	data, err := os.ReadFile(filepath.Join(pluginDir, "package.json"))
+	if err != nil {
+		return false
+	}
+	var pkg struct {
+		Version string `json:"version"`
+	}
+	if json.Unmarshal(data, &pkg) != nil || pkg.Version == "" {
+		return false
+	}
+	return !versionLessThan(pkg.Version, webSearchMinVersion)
+}
+
+// versionLessThan compares two semver version strings (major.minor.patch).
+// Inputs may omit the "v" prefix; it is added automatically for semver.Compare.
+func versionLessThan(a, b string) bool {
+	if !strings.HasPrefix(a, "v") {
+		a = "v" + a
+	}
+	if !strings.HasPrefix(b, "v") {
+		b = "v" + b
+	}
+	return semver.Compare(a, b) < 0
+}
+
+// registerWebSearchPlugin adds plugins.entries.openclaw-web-search to the OpenClaw
+// config so the gateway activates it on next start. Best-effort; silently returns
+// on any error.
+func registerWebSearchPlugin() {
 	home, err := os.UserHomeDir()
 	if err != nil {
 		return
@@ -821,8 +835,6 @@ func configureOllamaWebSearch() {
 		return
 	}
 
-	stalePluginConfigured := false
-
 	plugins, _ := config["plugins"].(map[string]any)
 	if plugins == nil {
 		plugins = make(map[string]any)
@@ -831,100 +843,68 @@ func configureOllamaWebSearch() {
 	if entries == nil {
 		entries = make(map[string]any)
 	}
+	entries["openclaw-web-search"] = map[string]any{"enabled": true}
+	plugins["entries"] = entries
+
+	// Pin trust so the gateway doesn't warn about untracked plugins.
+	allow, _ := plugins["allow"].([]any)
+	hasAllow := false
+	for _, v := range allow {
+		if s, ok := v.(string); ok && s == "openclaw-web-search" {
+			hasAllow = true
+			break
+		}
+	}
+	if !hasAllow {
+		allow = append(allow, "openclaw-web-search")
+	}
+	plugins["allow"] = allow
+
+	// Record install provenance so the loader can verify the plugin origin.
+	installs, _ := plugins["installs"].(map[string]any)
+	if installs == nil {
+		installs = make(map[string]any)
+	}
+	pluginDir := filepath.Join(home, ".openclaw", "extensions", "openclaw-web-search")
+	installs["openclaw-web-search"] = map[string]any{
+		"source":      "npm",
+		"spec":        webSearchNpmPackage,
+		"installPath": pluginDir,
+	}
+	plugins["installs"] = installs
+
+	config["plugins"] = plugins
+
+	// Add plugin tools to tools.alsoAllow so they survive the coding profile's
+	// policy pipeline (which has an explicit allow list of core tools only).
 	tools, _ := config["tools"].(map[string]any)
 	if tools == nil {
 		tools = make(map[string]any)
 	}
+
+	alsoAllow, _ := tools["alsoAllow"].([]any)
+	needed := []string{"ollama_web_search", "ollama_web_fetch"}
+	have := make(map[string]bool, len(alsoAllow))
+	for _, v := range alsoAllow {
+		if s, ok := v.(string); ok {
+			have[s] = true
+		}
+	}
+	for _, name := range needed {
+		if !have[name] {
+			alsoAllow = append(alsoAllow, name)
+		}
+	}
+	tools["alsoAllow"] = alsoAllow
+
+	// Disable built-in web search/fetch since our plugin replaces them.
 	web, _ := tools["web"].(map[string]any)
 	if web == nil {
 		web = make(map[string]any)
 	}
-	search, _ := web["search"].(map[string]any)
-	if search == nil {
-		search = make(map[string]any)
-	}
-	fetch, _ := web["fetch"].(map[string]any)
-	if fetch == nil {
-		fetch = make(map[string]any)
-	}
-
-	alsoAllow, _ := tools["alsoAllow"].([]any)
-	var filteredAlsoAllow []any
-	for _, v := range alsoAllow {
-		s, ok := v.(string)
-		if !ok {
-			filteredAlsoAllow = append(filteredAlsoAllow, v)
-			continue
-		}
-		if s == "ollama_web_search" || s == "ollama_web_fetch" {
-			stalePluginConfigured = true
-			continue
-		}
-		filteredAlsoAllow = append(filteredAlsoAllow, v)
-	}
-	if len(filteredAlsoAllow) > 0 {
-		tools["alsoAllow"] = filteredAlsoAllow
-	} else {
-		delete(tools, "alsoAllow")
-	}
-
-	if _, ok := entries["openclaw-web-search"]; ok {
-		delete(entries, "openclaw-web-search")
-		stalePluginConfigured = true
-	}
-	ollamaEntry, _ := entries["ollama"].(map[string]any)
-	if ollamaEntry == nil {
-		ollamaEntry = make(map[string]any)
-	}
-	ollamaEntry["enabled"] = true
-	entries["ollama"] = ollamaEntry
-	plugins["entries"] = entries
-
-	if allow, ok := plugins["allow"].([]any); ok {
-		var nextAllow []any
-		hasOllama := false
-		for _, v := range allow {
-			s, ok := v.(string)
-			if ok && s == "openclaw-web-search" {
-				stalePluginConfigured = true
-				continue
-			}
-			if ok && s == "ollama" {
-				hasOllama = true
-			}
-			nextAllow = append(nextAllow, v)
-		}
-		if !hasOllama {
-			nextAllow = append(nextAllow, "ollama")
-		}
-		plugins["allow"] = nextAllow
-	}
-
-	if installs, ok := plugins["installs"].(map[string]any); ok {
-		if _, exists := installs["openclaw-web-search"]; exists {
-			delete(installs, "openclaw-web-search")
-			stalePluginConfigured = true
-		}
-		if len(installs) > 0 {
-			plugins["installs"] = installs
-		} else {
-			delete(plugins, "installs")
-		}
-	}
-
-	if stalePluginConfigured || search["provider"] == nil {
-		search["provider"] = "ollama"
-	}
-	if stalePluginConfigured {
-		fetch["enabled"] = true
-	}
-	search["enabled"] = true
-	web["search"] = search
-	if len(fetch) > 0 {
-		web["fetch"] = fetch
-	}
+	web["search"] = map[string]any{"enabled": false}
+	web["fetch"] = map[string]any{"enabled": false}
 	tools["web"] = web
-	config["plugins"] = plugins
 	config["tools"] = tools
 
 	out, err := json.MarshalIndent(config, "", "  ")

cmd/launch/openclaw_test.go

@@ -17,7 +17,6 @@ import (
 	"time"
 
 	"github.com/ollama/ollama/api"
-	"github.com/ollama/ollama/cmd/internal/fileutil"
 )
 
 func TestOpenclawIntegration(t *testing.T) {
@@ -252,359 +251,6 @@ func TestOpenclawRun_SetupLaterContinuesToGatewayAndTUI(t *testing.T) {
 	}
 }
 
-func TestOpenclawRun_FirstLaunchOnboardUsesLaunchManagedHealthFlow(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses a POSIX shell test binary")
-	}
-
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("PATH", tmpDir)
-
-	bin := filepath.Join(tmpDir, "openclaw")
-	script := fmt.Sprintf(`#!/bin/sh
-printf '%%s\n' "$*" >> "$HOME/invocations.log"
-if [ "$1" = "onboard" ]; then
-  /usr/bin/env | /usr/bin/sort > "$HOME/onboard-env.log"
-  /bin/mkdir -p "$HOME/.openclaw"
-  /bin/cat > "$HOME/.openclaw/openclaw.json" <<'EOF'
-{"wizard":{"lastRunAt":"2026-01-01T00:00:00Z"},"gateway":{"port":18789,"mode":"local"}}
-EOF
-fi
-exit 0
-`)
-	if err := os.WriteFile(bin, []byte(script), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	oldConfirmPrompt := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
-		if prompt != "I understand the risks. Continue?" {
-			t.Fatalf("unexpected prompt: %q", prompt)
-		}
-		return true, nil
-	}
-	defer func() { DefaultConfirmPrompt = oldConfirmPrompt }()
-
-	c := &Openclaw{}
-	if err := c.Run("llama3.2", []string{"status"}); err != nil {
-		t.Fatalf("Run() error = %v", err)
-	}
-
-	data, err := os.ReadFile(filepath.Join(tmpDir, "invocations.log"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
-	if len(lines) < 2 {
-		t.Fatalf("expected onboard + passthrough invocations, got %v", lines)
-	}
-	onboardInvocation := ""
-	for _, line := range lines {
-		if strings.HasPrefix(line, "onboard ") {
-			onboardInvocation = line
-			break
-		}
-	}
-	if onboardInvocation == "" {
-		t.Fatalf("expected onboard invocation, got %v", lines)
-	}
-	if !strings.Contains(onboardInvocation, "--skip-health") {
-		t.Fatalf("expected onboard invocation to include --skip-health, got %q", onboardInvocation)
-	}
-
-	envData, err := os.ReadFile(filepath.Join(tmpDir, "onboard-env.log"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	env := envSliceToMap(strings.Split(strings.TrimSpace(string(envData)), "\n"))
-	if env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"] != "1" {
-		t.Fatalf("OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS = %q, want %q", env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"], "1")
-	}
-	if env["OPENCLAW_PLUGIN_STAGE_DIR"] != filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps") {
-		t.Fatalf("OPENCLAW_PLUGIN_STAGE_DIR = %q, want %q", env["OPENCLAW_PLUGIN_STAGE_DIR"], filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps"))
-	}
-}
-
-func TestOpenclawRun_FirstLaunchTUIArgsEnsureGatewayBeforePassthrough(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses a POSIX shell test binary")
-	}
-
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("PATH", tmpDir)
-
-	ln, err := net.Listen("tcp", "127.0.0.1:0")
-	if err != nil {
-		t.Fatal(err)
-	}
-	defer ln.Close()
-	port := ln.Addr().(*net.TCPAddr).Port
-
-	bin := filepath.Join(tmpDir, "openclaw")
-	script := fmt.Sprintf(`#!/bin/sh
-printf '%%s\n' "$*" >> "$HOME/invocations.log"
-if [ "$1" = "onboard" ]; then
-  /bin/mkdir -p "$HOME/.openclaw"
-  /bin/cat > "$HOME/.openclaw/openclaw.json" <<'EOF'
-{"wizard":{"lastRunAt":"2026-01-01T00:00:00Z"},"gateway":{"port":%d,"mode":"local"}}
-EOF
-fi
-exit 0
-`, port)
-	if err := os.WriteFile(bin, []byte(script), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	oldConfirmPrompt := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
-		if prompt != "I understand the risks. Continue?" {
-			t.Fatalf("unexpected prompt: %q", prompt)
-		}
-		return true, nil
-	}
-	defer func() { DefaultConfirmPrompt = oldConfirmPrompt }()
-
-	c := &Openclaw{}
-	if err := c.Run("llama3.2", []string{"tui"}); err != nil {
-		t.Fatalf("Run() error = %v", err)
-	}
-
-	data, err := os.ReadFile(filepath.Join(tmpDir, "invocations.log"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
-	if len(lines) < 3 {
-		t.Fatalf("expected at least 3 invocations (update, onboard, daemon restart, tui), got %v", lines)
-	}
-	onboardIdx, daemonRestartIdx, tuiIdx := -1, -1, -1
-	for i, line := range lines {
-		if onboardIdx == -1 && strings.HasPrefix(line, "onboard ") {
-			onboardIdx = i
-		}
-		if daemonRestartIdx == -1 && line == "daemon restart" {
-			daemonRestartIdx = i
-		}
-		if tuiIdx == -1 && line == "tui" {
-			tuiIdx = i
-		}
-	}
-	if onboardIdx == -1 {
-		t.Fatalf("expected an onboarding invocation, got %v", lines)
-	}
-	if daemonRestartIdx == -1 {
-		t.Fatalf("expected a daemon restart before tui, got %v", lines)
-	}
-	if tuiIdx == -1 {
-		t.Fatalf("expected a tui invocation, got %v", lines)
-	}
-	if !(onboardIdx < daemonRestartIdx && daemonRestartIdx < tuiIdx) {
-		t.Fatalf("expected onboarding, then daemon restart, then tui; got %v", lines)
-	}
-}
-
-func TestOpenclawEnsureGatewayReady_UsesDaemonStartFallback(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses a POSIX shell test binary")
-	}
-
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("PATH", tmpDir)
-
-	portProbe, err := net.Listen("tcp", "127.0.0.1:0")
-	if err != nil {
-		t.Fatal(err)
-	}
-	port := portProbe.Addr().(*net.TCPAddr).Port
-	_ = portProbe.Close()
-
-	configDir := filepath.Join(tmpDir, ".openclaw")
-	if err := os.MkdirAll(configDir, 0o755); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(configDir, "openclaw.json"), []byte(fmt.Sprintf(`{
-		"wizard": {"lastRunAt": "2026-01-01T00:00:00Z"},
-		"gateway": {"port": %d, "mode": "local"}
-	}`, port)), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	bin := filepath.Join(tmpDir, "openclaw")
-	if err := os.WriteFile(bin, []byte("#!/bin/sh\nprintf '%s\\n' \"$*\" >> \"$HOME/invocations.log\"\n"), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	oldCanInstallDaemon := openclawCanInstallDaemon
-	openclawCanInstallDaemon = func() bool { return true }
-	defer func() { openclawCanInstallDaemon = oldCanInstallDaemon }()
-
-	triggeredBy := make(chan string, 1)
-	listenerReady := make(chan net.Listener, 1)
-	go func() {
-		invocationsPath := filepath.Join(tmpDir, "invocations.log")
-		deadline := time.Now().Add(5 * time.Second)
-		for time.Now().Before(deadline) {
-			data, err := os.ReadFile(invocationsPath)
-			if err == nil {
-				lines := strings.Split(strings.TrimSpace(string(data)), "\n")
-				for _, line := range lines {
-					if line != "daemon start" && line != "gateway run --force" {
-						continue
-					}
-					ln, err := net.Listen("tcp", fmt.Sprintf("127.0.0.1:%d", port))
-					if err != nil {
-						return
-					}
-					go func() {
-						for {
-							conn, err := ln.Accept()
-							if err != nil {
-								return
-							}
-							_ = conn.Close()
-						}
-					}()
-					triggeredBy <- line
-					listenerReady <- ln
-					return
-				}
-			}
-			time.Sleep(10 * time.Millisecond)
-		}
-	}()
-
-	c := &Openclaw{}
-	cleanup, _, gotPort, err := c.ensureGatewayReady(bin)
-	if err != nil {
-		t.Fatalf("ensureGatewayReady() error = %v", err)
-	}
-	defer cleanup()
-	if gotPort != port {
-		t.Fatalf("ensureGatewayReady() port = %d, want %d", gotPort, port)
-	}
-
-	var ln net.Listener
-	select {
-	case which := <-triggeredBy:
-		if which != "daemon start" {
-			t.Fatalf("expected daemon start fallback, got %q", which)
-		}
-	case <-time.After(2 * time.Second):
-		t.Fatal("timed out waiting for gateway startup trigger")
-	}
-	select {
-	case ln = <-listenerReady:
-		defer ln.Close()
-	case <-time.After(2 * time.Second):
-		t.Fatal("timed out waiting for test listener")
-	}
-
-	data, err := os.ReadFile(filepath.Join(tmpDir, "invocations.log"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
-	if len(lines) == 0 || lines[0] != "daemon start" {
-		t.Fatalf("expected daemon start invocation, got %v", lines)
-	}
-	for _, line := range lines {
-		if line == "gateway run --force" {
-			t.Fatalf("did not expect gateway run fallback when daemon start succeeds, got %v", lines)
-		}
-	}
-}
-
-func TestOpenclawEnv_StagesBundledPluginRuntimeDeps(t *testing.T) {
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("OPENAI_API_KEY", "should-be-cleared")
-
-	env := envSliceToMap(openclawEnv())
-
-	if env["OPENCLAW_PLUGIN_STAGE_DIR"] != filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps") {
-		t.Fatalf("OPENCLAW_PLUGIN_STAGE_DIR = %q, want %q", env["OPENCLAW_PLUGIN_STAGE_DIR"], filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps"))
-	}
-	if _, ok := env["OPENAI_API_KEY"]; ok {
-		t.Fatal("expected OPENAI_API_KEY to be cleared from openclaw environment")
-	}
-}
-
-func TestOpenclawInstallEnv_PreservesExplicitStageDirAndAddsEagerDeps(t *testing.T) {
-	t.Setenv("OPENCLAW_PLUGIN_STAGE_DIR", "/tmp/custom-stage")
-
-	env := envSliceToMap(openclawInstallEnv())
-
-	if env["OPENCLAW_PLUGIN_STAGE_DIR"] != "/tmp/custom-stage" {
-		t.Fatalf("OPENCLAW_PLUGIN_STAGE_DIR = %q, want %q", env["OPENCLAW_PLUGIN_STAGE_DIR"], "/tmp/custom-stage")
-	}
-	if env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"] != "1" {
-		t.Fatalf("OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS = %q, want %q", env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"], "1")
-	}
-}
-
-func TestEnsureOpenclawInstalled_UsesBundledPluginInstallEnv(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses a POSIX shell test binary")
-	}
-
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("PATH", tmpDir)
-
-	writeScript := func(path, content string) {
-		t.Helper()
-		if err := os.WriteFile(path, []byte(content), 0o755); err != nil {
-			t.Fatal(err)
-		}
-	}
-
-	openclawPath := filepath.Join(tmpDir, "openclaw")
-	npmScript := fmt.Sprintf(`#!/bin/sh
-/usr/bin/env | /usr/bin/sort > "$HOME/npm-env.log"
-/bin/cat > %q <<'EOF'
-#!/bin/sh
-exit 0
-EOF
-/bin/chmod +x %q
-exit 0
-`, openclawPath, openclawPath)
-	writeScript(filepath.Join(tmpDir, "npm"), npmScript)
-	writeScript(filepath.Join(tmpDir, "git"), "#!/bin/sh\nexit 0\n")
-
-	oldConfirmPrompt := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
-		if prompt != "OpenClaw is not installed. Install with npm?" {
-			t.Fatalf("unexpected prompt: %q", prompt)
-		}
-		return true, nil
-	}
-	defer func() { DefaultConfirmPrompt = oldConfirmPrompt }()
-
-	openclawFreshInstall = false
-	bin, err := ensureOpenclawInstalled()
-	if err != nil {
-		t.Fatalf("ensureOpenclawInstalled() error = %v", err)
-	}
-	if bin != "openclaw" {
-		t.Fatalf("ensureOpenclawInstalled() bin = %q, want %q", bin, "openclaw")
-	}
-
-	envData, err := os.ReadFile(filepath.Join(tmpDir, "npm-env.log"))
-	if err != nil {
-		t.Fatal(err)
-	}
-	env := envSliceToMap(strings.Split(strings.TrimSpace(string(envData)), "\n"))
-	if env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"] != "1" {
-		t.Fatalf("OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS = %q, want %q", env["OPENCLAW_EAGER_BUNDLED_PLUGIN_DEPS"], "1")
-	}
-	if env["OPENCLAW_PLUGIN_STAGE_DIR"] != filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps") {
-		t.Fatalf("OPENCLAW_PLUGIN_STAGE_DIR = %q, want %q", env["OPENCLAW_PLUGIN_STAGE_DIR"], filepath.Join(tmpDir, ".openclaw", "plugin-runtime-deps"))
-	}
-}
-
 func TestOpenclawEdit(t *testing.T) {
 	c := &Openclaw{}
 	tmpDir := t.TempDir()
@@ -1155,7 +801,7 @@ func TestOpenclawEdit_BackupCreated(t *testing.T) {
 	setTestHome(t, tmpDir)
 	configDir := filepath.Join(tmpDir, ".openclaw")
 	configPath := filepath.Join(configDir, "openclaw.json")
-	backupDir := fileutil.BackupDir()
+	backupDir := filepath.Join(os.TempDir(), "ollama-backups")
 
 	os.MkdirAll(configDir, 0o755)
 	uniqueMarker := fmt.Sprintf("test-marker-%d", os.Getpid())
@@ -1166,7 +812,7 @@ func TestOpenclawEdit_BackupCreated(t *testing.T) {
 		t.Fatal(err)
 	}
 
-	backups, _ := filepath.Glob(filepath.Join(backupDir, "openclaw", "openclaw.json.*"))
+	backups, _ := filepath.Glob(filepath.Join(backupDir, "openclaw.json.*"))
 	foundBackup := false
 	for _, backup := range backups {
 		data, _ := os.ReadFile(backup)
@@ -1581,18 +1227,6 @@ func TestOpenclawChannelsConfigured(t *testing.T) {
 	})
 }
 
-func envSliceToMap(entries []string) map[string]string {
-	env := make(map[string]string, len(entries))
-	for _, entry := range entries {
-		key, value, ok := strings.Cut(entry, "=")
-		if !ok {
-			continue
-		}
-		env[key] = value
-	}
-	return env
-}
-
 func TestOpenclawChannelSetupPreflight(t *testing.T) {
 	if runtime.GOOS == "windows" {
 		t.Skip("uses a POSIX shell test binary")
@@ -2136,7 +1770,7 @@ func TestPrintOpenclawReady(t *testing.T) {
 		buf.ReadFrom(r)
 
 		output := buf.String()
-		if !strings.Contains(output, "127.0.0.1:9999") {
+		if !strings.Contains(output, "localhost:9999") {
 			t.Errorf("expected port 9999 in output, got:\n%s", output)
 		}
 		if strings.Contains(output, "#token=") {
@@ -2608,7 +2242,95 @@ func TestIntegrationOnboarded(t *testing.T) {
 	})
 }
 
-func TestConfigureOllamaWebSearch(t *testing.T) {
+func TestVersionLessThan(t *testing.T) {
+	tests := []struct {
+		a, b string
+		want bool
+	}{
+		{"0.1.7", "0.2.1", true},
+		{"0.2.0", "0.2.1", true},
+		{"0.2.1", "0.2.1", false},
+		{"0.2.2", "0.2.1", false},
+		{"1.0.0", "0.2.1", false},
+		{"0.2.1", "1.0.0", true},
+		{"v0.1.7", "0.2.1", true},
+		{"0.2.1", "v0.2.1", false},
+	}
+	for _, tt := range tests {
+		t.Run(tt.a+"_vs_"+tt.b, func(t *testing.T) {
+			if got := versionLessThan(tt.a, tt.b); got != tt.want {
+				t.Errorf("versionLessThan(%q, %q) = %v, want %v", tt.a, tt.b, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestWebSearchPluginUpToDate(t *testing.T) {
+	t.Run("missing directory", func(t *testing.T) {
+		if webSearchPluginUpToDate(filepath.Join(t.TempDir(), "nonexistent")) {
+			t.Error("expected false for missing directory")
+		}
+	})
+
+	t.Run("missing package.json", func(t *testing.T) {
+		dir := t.TempDir()
+		if webSearchPluginUpToDate(dir) {
+			t.Error("expected false for missing package.json")
+		}
+	})
+
+	t.Run("old version", func(t *testing.T) {
+		dir := t.TempDir()
+		if err := os.WriteFile(filepath.Join(dir, "package.json"), []byte(`{"version":"0.1.7"}`), 0o644); err != nil {
+			t.Fatal(err)
+		}
+		if webSearchPluginUpToDate(dir) {
+			t.Error("expected false for old version 0.1.7")
+		}
+	})
+
+	t.Run("exact minimum version", func(t *testing.T) {
+		dir := t.TempDir()
+		if err := os.WriteFile(filepath.Join(dir, "package.json"), []byte(`{"version":"0.2.1"}`), 0o644); err != nil {
+			t.Fatal(err)
+		}
+		if !webSearchPluginUpToDate(dir) {
+			t.Error("expected true for exact minimum version 0.2.1")
+		}
+	})
+
+	t.Run("newer version", func(t *testing.T) {
+		dir := t.TempDir()
+		if err := os.WriteFile(filepath.Join(dir, "package.json"), []byte(`{"version":"1.0.0"}`), 0o644); err != nil {
+			t.Fatal(err)
+		}
+		if !webSearchPluginUpToDate(dir) {
+			t.Error("expected true for newer version 1.0.0")
+		}
+	})
+
+	t.Run("invalid json", func(t *testing.T) {
+		dir := t.TempDir()
+		if err := os.WriteFile(filepath.Join(dir, "package.json"), []byte(`not json`), 0o644); err != nil {
+			t.Fatal(err)
+		}
+		if webSearchPluginUpToDate(dir) {
+			t.Error("expected false for invalid json")
+		}
+	})
+
+	t.Run("empty version", func(t *testing.T) {
+		dir := t.TempDir()
+		if err := os.WriteFile(filepath.Join(dir, "package.json"), []byte(`{"version":""}`), 0o644); err != nil {
+			t.Fatal(err)
+		}
+		if webSearchPluginUpToDate(dir) {
+			t.Error("expected false for empty version")
+		}
+	})
+}
+
+func TestRegisterWebSearchPlugin(t *testing.T) {
 	home := t.TempDir()
 	setTestHome(t, home)
 
@@ -2623,7 +2345,7 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		configureOllamaWebSearch()
+		registerWebSearchPlugin()
 
 		data, err := os.ReadFile(configPath)
 		if err != nil {
@@ -2639,30 +2361,40 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 			t.Fatal("plugins section missing")
 		}
 
+		// Check entries
 		entries, _ := plugins["entries"].(map[string]any)
-		entry, _ := entries["ollama"].(map[string]any)
+		entry, _ := entries["openclaw-web-search"].(map[string]any)
 		if enabled, _ := entry["enabled"].(bool); !enabled {
-			t.Error("expected entries.ollama.enabled = true")
-		}
-		if _, ok := entries["openclaw-web-search"]; ok {
-			t.Error("expected stale openclaw-web-search entry to be absent")
+			t.Error("expected entries.openclaw-web-search.enabled = true")
 		}
 
-		if _, ok := plugins["allow"]; ok {
-			t.Error("did not expect plugins.allow to be created when no allowlist exists")
+		// Check allow list
+		allow, _ := plugins["allow"].([]any)
+		found := false
+		for _, v := range allow {
+			if s, ok := v.(string); ok && s == "openclaw-web-search" {
+				found = true
+			}
 		}
-		if _, ok := plugins["installs"]; ok {
-			t.Error("did not expect plugins.installs to be created")
+		if !found {
+			t.Error("expected plugins.allow to contain openclaw-web-search")
 		}
 
-		tools, _ := config["tools"].(map[string]any)
-		web, _ := tools["web"].(map[string]any)
-		search, _ := web["search"].(map[string]any)
-		if got, _ := search["provider"].(string); got != "ollama" {
-			t.Errorf("search provider = %q, want %q", got, "ollama")
+		// Check install provenance
+		installs, _ := plugins["installs"].(map[string]any)
+		record, _ := installs["openclaw-web-search"].(map[string]any)
+		if record == nil {
+			t.Fatal("expected plugins.installs.openclaw-web-search")
 		}
-		if enabled, _ := search["enabled"].(bool); !enabled {
-			t.Error("expected tools.web.search.enabled = true")
+		if source, _ := record["source"].(string); source != "npm" {
+			t.Errorf("install source = %q, want %q", source, "npm")
+		}
+		if spec, _ := record["spec"].(string); spec != webSearchNpmPackage {
+			t.Errorf("install spec = %q, want %q", spec, webSearchNpmPackage)
+		}
+		expectedPath := filepath.Join(home, ".openclaw", "extensions", "openclaw-web-search")
+		if installPath, _ := record["installPath"].(string); installPath != expectedPath {
+			t.Errorf("installPath = %q, want %q", installPath, expectedPath)
 		}
 	})
 
@@ -2671,8 +2403,8 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		configureOllamaWebSearch()
-		configureOllamaWebSearch()
+		registerWebSearchPlugin()
+		registerWebSearchPlugin()
 
 		data, err := os.ReadFile(configPath)
 		if err != nil {
@@ -2684,39 +2416,30 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 		}
 
 		plugins, _ := config["plugins"].(map[string]any)
-		entries, _ := plugins["entries"].(map[string]any)
-		if len(entries) != 1 {
-			t.Fatalf("expected only bundled ollama entry, got %v", entries)
+		allow, _ := plugins["allow"].([]any)
+		count := 0
+		for _, v := range allow {
+			if s, ok := v.(string); ok && s == "openclaw-web-search" {
+				count++
+			}
 		}
-		if _, ok := entries["ollama"]; !ok {
-			t.Fatalf("expected entries.ollama to exist, got %v", entries)
+		if count != 1 {
+			t.Errorf("expected exactly 1 openclaw-web-search in allow, got %d", count)
 		}
 	})
 
-	t.Run("migrates stale plugin config and preserves unrelated settings", func(t *testing.T) {
+	t.Run("preserves existing config", func(t *testing.T) {
 		initial := map[string]any{
 			"plugins": map[string]any{
-				"allow": []any{"some-other-plugin", "openclaw-web-search"},
+				"allow": []any{"some-other-plugin"},
 				"entries": map[string]any{
-					"some-other-plugin":   map[string]any{"enabled": true},
-					"openclaw-web-search": map[string]any{"enabled": true},
+					"some-other-plugin": map[string]any{"enabled": true},
 				},
 				"installs": map[string]any{
 					"some-other-plugin": map[string]any{
 						"source":      "npm",
 						"installPath": "/some/path",
 					},
-					"openclaw-web-search": map[string]any{
-						"source":      "npm",
-						"installPath": "/old/path",
-					},
-				},
-			},
-			"tools": map[string]any{
-				"alsoAllow": []any{"ollama_web_search", "ollama_web_fetch", "browser"},
-				"web": map[string]any{
-					"search": map[string]any{"enabled": false},
-					"fetch":  map[string]any{"enabled": false},
 				},
 			},
 			"customField": "preserved",
@@ -2726,7 +2449,7 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 			t.Fatal(err)
 		}
 
-		configureOllamaWebSearch()
+		registerWebSearchPlugin()
 
 		out, err := os.ReadFile(configPath)
 		if err != nil {
@@ -2746,61 +2469,28 @@ func TestConfigureOllamaWebSearch(t *testing.T) {
 		if entries["some-other-plugin"] == nil {
 			t.Error("existing plugin entry was lost")
 		}
-		if entries["openclaw-web-search"] != nil {
-			t.Error("stale openclaw-web-search entry should be removed")
-		}
-		if ollamaEntry, _ := entries["ollama"].(map[string]any); ollamaEntry == nil {
-			t.Fatal("expected bundled ollama entry to be enabled")
-		}
 
 		installs, _ := plugins["installs"].(map[string]any)
 		if installs["some-other-plugin"] == nil {
 			t.Error("existing install record was lost")
 		}
-		if installs["openclaw-web-search"] != nil {
-			t.Error("stale openclaw-web-search install record should be removed")
-		}
 
 		allow, _ := plugins["allow"].([]any)
-		hasOther, hasStalePlugin, hasOllama := false, false, false
+		hasOther, hasWebSearch := false, false
 		for _, v := range allow {
 			s, _ := v.(string)
 			if s == "some-other-plugin" {
 				hasOther = true
 			}
 			if s == "openclaw-web-search" {
-				hasStalePlugin = true
-			}
-			if s == "ollama" {
-				hasOllama = true
+				hasWebSearch = true
 			}
 		}
 		if !hasOther {
 			t.Error("existing allow entry was lost")
 		}
-		if hasStalePlugin {
-			t.Error("stale openclaw-web-search allow entry should be removed")
-		}
-		if !hasOllama {
-			t.Error("expected plugins.allow to contain bundled ollama plugin")
-		}
-
-		tools, _ := config["tools"].(map[string]any)
-		alsoAllow, _ := tools["alsoAllow"].([]any)
-		if len(alsoAllow) != 1 || alsoAllow[0] != "browser" {
-			t.Errorf("expected stale custom web tools to be removed, got %v", alsoAllow)
-		}
-		web, _ := tools["web"].(map[string]any)
-		search, _ := web["search"].(map[string]any)
-		fetch, _ := web["fetch"].(map[string]any)
-		if got, _ := search["provider"].(string); got != "ollama" {
-			t.Errorf("search provider = %q, want %q", got, "ollama")
-		}
-		if enabled, _ := search["enabled"].(bool); !enabled {
-			t.Error("expected migrated tools.web.search.enabled = true")
-		}
-		if enabled, _ := fetch["enabled"].(bool); !enabled {
-			t.Error("expected migrated tools.web.fetch.enabled = true")
+		if !hasWebSearch {
+			t.Error("openclaw-web-search not added to allow")
 		}
 	})
 }

cmd/launch/opencode.go

@@ -163,7 +163,7 @@ func (o *OpenCode) Edit(modelList []string) error {
 	if err != nil {
 		return err
 	}
-	return fileutil.WriteWithBackup(statePath, stateData, "opencode")
+	return fileutil.WriteWithBackup(statePath, stateData)
 }
 
 func (o *OpenCode) Models() []string {

cmd/launch/pi.go

@@ -272,7 +272,7 @@ func (p *Pi) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	if err := fileutil.WriteWithBackup(configPath, configData, "pi"); err != nil {
+	if err := fileutil.WriteWithBackup(configPath, configData); err != nil {
 		return err
 	}
 
@@ -290,7 +290,7 @@ func (p *Pi) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	return fileutil.WriteWithBackup(settingsPath, settingsData, "pi")
+	return fileutil.WriteWithBackup(settingsPath, settingsData)
 }
 
 func (p *Pi) Models() []string {

cmd/launch/pi_test.go

@@ -14,7 +14,6 @@ import (
 	"testing"
 
 	"github.com/ollama/ollama/api"
-	"github.com/ollama/ollama/cmd/internal/fileutil"
 	"github.com/ollama/ollama/types/model"
 )
 
@@ -888,62 +887,6 @@ func TestPiEdit(t *testing.T) {
 	})
 }
 
-func TestPiEdit_CreatesDistinctBackupsForEachManagedFile(t *testing.T) {
-	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		if r.URL.Path == "/api/show" {
-			fmt.Fprint(w, `{"capabilities":[],"model_info":{}}`)
-			return
-		}
-		w.WriteHeader(http.StatusNotFound)
-	}))
-	defer srv.Close()
-	t.Setenv("OLLAMA_HOST", srv.URL)
-
-	pi := &Pi{}
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-
-	configDir := filepath.Join(tmpDir, ".pi", "agent")
-	modelsPath := filepath.Join(configDir, "models.json")
-	settingsPath := filepath.Join(configDir, "settings.json")
-	backupDir := fileutil.BackupDir()
-
-	if err := os.MkdirAll(configDir, 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	modelsOriginal := fmt.Sprintf(`{"marker":"models-%d","providers":{"ollama":{"models":[]}}}`, os.Getpid())
-	settingsOriginal := fmt.Sprintf(`{"marker":"settings-%d","defaultProvider":"other","defaultModel":"old"}`, os.Getpid())
-	if err := os.WriteFile(modelsPath, []byte(modelsOriginal), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(settingsPath, []byte(settingsOriginal), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := pi.Edit([]string{"llama3.2"}); err != nil {
-		t.Fatalf("Edit() error = %v", err)
-	}
-
-	assertBackupMatches := func(pattern, want string) {
-		t.Helper()
-		backups, err := filepath.Glob(filepath.Join(backupDir, pattern))
-		if err != nil {
-			t.Fatalf("glob %q failed: %v", pattern, err)
-		}
-		for _, backup := range backups {
-			data, err := os.ReadFile(backup)
-			if err == nil && string(data) == want {
-				return
-			}
-		}
-		t.Fatalf("backup matching %q with expected content not found", pattern)
-	}
-
-	assertBackupMatches(filepath.Join("pi", "models.json.*"), modelsOriginal)
-	assertBackupMatches(filepath.Join("pi", "settings.json.*"), settingsOriginal)
-}
-
 func TestPiModels(t *testing.T) {
 	pi := &Pi{}
 

cmd/launch/poolside.go

@@ -1,51 +0,0 @@
-package launch
-
-import (
-	"fmt"
-	"os"
-	"os/exec"
-	"runtime"
-
-	"github.com/ollama/ollama/envconfig"
-)
-
-// Poolside implements Runner for Poolside's CLI.
-type Poolside struct{}
-
-var poolsideGOOS = runtime.GOOS
-
-func (p *Poolside) String() string { return "Pool" }
-
-func poolsideUnsupportedError() error {
-	return fmt.Errorf("Warning: Poolside is not currently supported on Windows")
-}
-
-func (p *Poolside) args(model string, extra []string) []string {
-	var args []string
-	if model != "" {
-		args = append(args, "-m", model)
-	}
-	args = append(args, extra...)
-	return args
-}
-
-func (p *Poolside) Run(model string, args []string) error {
-	if poolsideGOOS == "windows" {
-		return poolsideUnsupportedError()
-	}
-
-	bin, err := exec.LookPath("pool")
-	if err != nil {
-		return fmt.Errorf("pool is not installed")
-	}
-
-	cmd := exec.Command(bin, p.args(model, args)...)
-	cmd.Stdin = os.Stdin
-	cmd.Stdout = os.Stdout
-	cmd.Stderr = os.Stderr
-	cmd.Env = append(os.Environ(),
-		"POOLSIDE_STANDALONE_BASE_URL="+envconfig.Host().String()+"/v1",
-		"POOLSIDE_API_KEY=ollama",
-	)
-	return cmd.Run()
-}

cmd/launch/poolside_test.go

@@ -1,88 +0,0 @@
-package launch
-
-import (
-	"os"
-	"path/filepath"
-	"runtime"
-	"slices"
-	"strings"
-	"testing"
-)
-
-func TestPoolsideArgs(t *testing.T) {
-	p := &Poolside{}
-
-	tests := []struct {
-		name  string
-		model string
-		extra []string
-		want  []string
-	}{
-		{name: "with model", model: "qwen3.5", want: []string{"-m", "qwen3.5"}},
-		{name: "without model", extra: []string{"session"}, want: []string{"session"}},
-		{name: "with model and extra args", model: "llama3.2", extra: []string{"--foo", "bar"}, want: []string{"-m", "llama3.2", "--foo", "bar"}},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			got := p.args(tt.model, tt.extra)
-			if !slices.Equal(got, tt.want) {
-				t.Fatalf("args(%q, %v) = %v, want %v", tt.model, tt.extra, got, tt.want)
-			}
-		})
-	}
-}
-
-func TestPoolsideRunSetsOllamaEnv(t *testing.T) {
-	if runtime.GOOS == "windows" {
-		t.Skip("uses POSIX shell fake binary")
-	}
-
-	tmpDir := t.TempDir()
-	logPath := filepath.Join(tmpDir, "pool.log")
-	poolPath := filepath.Join(tmpDir, "pool")
-	script := "#!/bin/sh\n" +
-		"printf 'base=%s\\nkey=%s\\nargs=%s\\n' \"$POOLSIDE_STANDALONE_BASE_URL\" \"$POOLSIDE_API_KEY\" \"$*\" > \"" + logPath + "\"\n"
-	if err := os.WriteFile(poolPath, []byte(script), 0o755); err != nil {
-		t.Fatalf("failed to write fake pool binary: %v", err)
-	}
-
-	t.Setenv("PATH", tmpDir)
-	t.Setenv("OLLAMA_HOST", "http://127.0.0.1:11434")
-
-	p := &Poolside{}
-	if err := p.Run("qwen3.5", []string{"session"}); err != nil {
-		t.Fatalf("Run returned error: %v", err)
-	}
-
-	data, err := os.ReadFile(logPath)
-	if err != nil {
-		t.Fatalf("failed to read pool log: %v", err)
-	}
-
-	got := string(data)
-	if !strings.Contains(got, "base=http://127.0.0.1:11434/v1") {
-		t.Fatalf("expected Poolside base URL override in log, got:\n%s", got)
-	}
-	if !strings.Contains(got, "key=ollama") {
-		t.Fatalf("expected Poolside API key override in log, got:\n%s", got)
-	}
-	if !strings.Contains(got, "args=-m qwen3.5 session") {
-		t.Fatalf("expected model and extra args in log, got:\n%s", got)
-	}
-}
-
-func TestPoolsideRunWindowsUnsupported(t *testing.T) {
-	prev := poolsideGOOS
-	poolsideGOOS = "windows"
-	t.Cleanup(func() { poolsideGOOS = prev })
-
-	p := &Poolside{}
-	err := p.Run("kimi-k2.6:cloud", nil)
-	if err == nil {
-		t.Fatal("expected Windows unsupported error")
-	}
-	if !strings.Contains(err.Error(), "not currently supported on Windows") {
-		t.Fatalf("expected Windows warning, got %v", err)
-	}
-}

cmd/launch/registry.go

@@ -33,7 +33,7 @@ type IntegrationInfo struct {
 	Description string
 }
 
-var launcherIntegrationOrder = []string{"claude", "openclaw", "hermes", "opencode", "codex", "copilot", "droid", "pi", "pool"}
+var launcherIntegrationOrder = []string{"openclaw", "claude", "opencode", "hermes", "codex", "droid", "pi"}
 
 var integrationSpecs = []*IntegrationSpec{
 	{
@@ -48,19 +48,6 @@ var integrationSpecs = []*IntegrationSpec{
 			URL: "https://code.claude.com/docs/en/quickstart",
 		},
 	},
-	{
-		Name:        "claude-desktop",
-		Runner:      &ClaudeDesktop{},
-		Aliases:     []string{"claude-app"},
-		Description: "Claude Desktop with Ollama Cloud",
-		Hidden:      true,
-		Install: IntegrationInstallSpec{
-			CheckInstalled: func() bool {
-				return claudeDesktopInstalled()
-			},
-			URL: "https://claude.com/download",
-		},
-	},
 	{
 		Name:        "cline",
 		Runner:      &Cline{},
@@ -87,23 +74,6 @@ var integrationSpecs = []*IntegrationSpec{
 			Command: []string{"npm", "install", "-g", "@openai/codex"},
 		},
 	},
-	{
-		Name:        "kimi",
-		Runner:      &Kimi{},
-		Description: "Moonshot's coding agent for terminal and IDEs",
-		Hidden:      true,
-		Install: IntegrationInstallSpec{
-			CheckInstalled: func() bool {
-				_, err := exec.LookPath("kimi")
-				return err == nil
-			},
-			EnsureInstalled: func() error {
-				_, err := ensureKimiInstalled()
-				return err
-			},
-			URL: "https://moonshotai.github.io/kimi-cli/en/guides/getting-started.html",
-		},
-	},
 	{
 		Name:        "copilot",
 		Runner:      &Copilot{},
@@ -179,18 +149,6 @@ var integrationSpecs = []*IntegrationSpec{
 			Command: []string{"npm", "install", "-g", "@mariozechner/pi-coding-agent@latest"},
 		},
 	},
-	{
-		Name:        "pool",
-		Runner:      &Poolside{},
-		Description: "Poolside's software agent for enterprise development",
-		Install: IntegrationInstallSpec{
-			CheckInstalled: func() bool {
-				_, err := exec.LookPath("pool")
-				return err == nil
-			},
-			URL: "https://github.com/poolsideai/pool",
-		},
-	},
 	{
 		Name:        "hermes",
 		Runner:      &Hermes{},
@@ -310,12 +268,6 @@ func ListVisibleIntegrationSpecs() []IntegrationSpec {
 		if spec.Hidden {
 			continue
 		}
-		if supported, ok := spec.Runner.(SupportedIntegration); ok && supported.Supported() != nil {
-			continue
-		}
-		if spec.Name == "pool" && poolsideGOOS == "windows" {
-			continue
-		}
 		visible = append(visible, *spec)
 	}
 
@@ -430,16 +382,6 @@ func EnsureIntegrationInstalled(name string, runner Runner) error {
 		return fmt.Errorf("%s is not installed", runner)
 	}
 
-	if supported, ok := runner.(SupportedIntegration); ok {
-		if err := supported.Supported(); err != nil {
-			return err
-		}
-	}
-
-	if integration.spec.Name == "pool" && poolsideGOOS == "windows" {
-		return poolsideUnsupportedError()
-	}
-
 	if integration.installed {
 		return nil
 	}

cmd/launch/runner_exec_only_test.go

@@ -45,30 +45,10 @@ func TestEditorRunsDoNotRewriteConfig(t *testing.T) {
 				return filepath.Join(home, ".pi", "agent", "models.json")
 			},
 		},
-		{
-			name:   "pool",
-			binary: "pool",
-			runner: &Poolside{},
-			checkPath: func(home string) string {
-				return filepath.Join(home, ".poolside", "config")
-			},
-		},
-		{
-			name:   "kimi",
-			binary: "kimi",
-			runner: &Kimi{},
-			checkPath: func(home string) string {
-				return filepath.Join(home, ".kimi", "config.toml")
-			},
-		},
 	}
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			if tt.name == "pool" && poolsideGOOS == "windows" {
-				t.Skip("Poolside is intentionally unsupported on Windows")
-			}
-
 			home := t.TempDir()
 			setTestHome(t, home)
 
@@ -77,10 +57,6 @@ func TestEditorRunsDoNotRewriteConfig(t *testing.T) {
 			if tt.name == "pi" {
 				writeFakeBinary(t, binDir, "npm")
 			}
-			if tt.name == "kimi" {
-				writeFakeBinary(t, binDir, "curl")
-				writeFakeBinary(t, binDir, "bash")
-			}
 			t.Setenv("PATH", binDir)
 
 			configPath := tt.checkPath(home)

cmd/launch/selector_hooks.go

@@ -35,38 +35,22 @@ type ConfirmOptions struct {
 
 // SingleSelector is a function type for single item selection.
 // current is the name of the previously selected item to highlight; empty means no pre-selection.
-type SingleSelector func(title string, items []SelectionItem, current string) (string, error)
-
-// SingleSelectorWithUpdates is a single item selector that can receive refreshed item state while open.
-type SingleSelectorWithUpdates func(title string, items []SelectionItem, current string, updates <-chan []SelectionItem) (string, error)
+type SingleSelector func(title string, items []ModelItem, current string) (string, error)
 
 // MultiSelector is a function type for multi item selection.
-type MultiSelector func(title string, items []SelectionItem, preChecked []string) ([]string, error)
-
-// MultiSelectorWithUpdates is a multi item selector that can receive refreshed item state while open.
-type MultiSelectorWithUpdates func(title string, items []SelectionItem, preChecked []string, updates <-chan []SelectionItem) ([]string, error)
+type MultiSelector func(title string, items []ModelItem, preChecked []string) ([]string, error)
 
 // DefaultSingleSelector is the default single-select implementation.
 var DefaultSingleSelector SingleSelector
 
-// DefaultSingleSelectorWithUpdates is the default single-select implementation with live updates.
-var DefaultSingleSelectorWithUpdates SingleSelectorWithUpdates
-
 // DefaultMultiSelector is the default multi-select implementation.
 var DefaultMultiSelector MultiSelector
 
-// DefaultMultiSelectorWithUpdates is the default multi-select implementation with live updates.
-var DefaultMultiSelectorWithUpdates MultiSelectorWithUpdates
-
 // DefaultSignIn provides a TUI-based sign-in flow.
 // When set, ensureAuth uses it instead of plain text prompts.
 // Returns the signed-in username or an error.
 var DefaultSignIn func(modelName, signInURL string) (string, error)
 
-// DefaultUpgrade provides a TUI-based upgrade flow.
-// Returns the updated plan or an error.
-var DefaultUpgrade func(modelName, requiredPlan string) (string, error)
-
 type launchConfirmPolicy struct {
 	yes               bool
 	requireYesMessage bool

cmd/launch/vscode.go

@@ -273,7 +273,7 @@ func (v *VSCode) Edit(models []string) error {
 	if err != nil {
 		return err
 	}
-	if err := fileutil.WriteWithBackup(clmPath, data, "vscode"); err != nil {
+	if err := fileutil.WriteWithBackup(clmPath, data); err != nil {
 		return err
 	}
 
@@ -350,7 +350,7 @@ func (v *VSCode) updateSettings() {
 	if err != nil {
 		return
 	}
-	_ = fileutil.WriteWithBackup(settingsPath, updated, "vscode")
+	_ = fileutil.WriteWithBackup(settingsPath, updated)
 }
 
 func (v *VSCode) statePath() string {

cmd/launch/vscode_test.go

@@ -9,7 +9,6 @@ import (
 	"testing"
 
 	_ "github.com/mattn/go-sqlite3"
-	"github.com/ollama/ollama/cmd/internal/fileutil"
 )
 
 func TestVSCodeIntegration(t *testing.T) {
@@ -157,52 +156,6 @@ func TestVSCodeEditCleansUpOldSettings(t *testing.T) {
 	}
 }
 
-func TestVSCodeEdit_CreatesDistinctBackupsForManagedFiles(t *testing.T) {
-	v := &VSCode{}
-	tmpDir := t.TempDir()
-	setTestHome(t, tmpDir)
-	t.Setenv("XDG_CONFIG_HOME", "")
-
-	clmPath := testVSCodePath(t, tmpDir, "chatLanguageModels.json")
-	settingsPath := testVSCodePath(t, tmpDir, "settings.json")
-	backupDir := fileutil.BackupDir()
-
-	if err := os.MkdirAll(filepath.Dir(clmPath), 0o755); err != nil {
-		t.Fatal(err)
-	}
-
-	clmOriginal := `[{"vendor":"ollama","name":"Ollama","url":"http://old:11434"}]`
-	settingsOriginal := `{"github.copilot.chat.byok.ollamaEndpoint":"http://old:11434","ollama.launch.configured":true,"editor.fontSize":14}`
-	if err := os.WriteFile(clmPath, []byte(clmOriginal), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(settingsPath, []byte(settingsOriginal), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	if err := v.Edit([]string{"llama3.2"}); err != nil {
-		t.Fatal(err)
-	}
-
-	assertBackupMatches := func(pattern, want string) {
-		t.Helper()
-		backups, err := filepath.Glob(filepath.Join(backupDir, pattern))
-		if err != nil {
-			t.Fatalf("glob %q failed: %v", pattern, err)
-		}
-		for _, backup := range backups {
-			data, err := os.ReadFile(backup)
-			if err == nil && string(data) == want {
-				return
-			}
-		}
-		t.Fatalf("backup matching %q with expected content not found", pattern)
-	}
-
-	assertBackupMatches(filepath.Join("vscode", "chatLanguageModels.json.*"), clmOriginal)
-	assertBackupMatches(filepath.Join("vscode", "settings.json.*"), settingsOriginal)
-}
-
 func TestVSCodePaths(t *testing.T) {
 	v := &VSCode{}
 	tmpDir := t.TempDir()

cmd/tui/selector.go

@@ -35,7 +35,8 @@ var (
 				Foreground(lipgloss.AdaptiveColor{Light: "235", Dark: "252"})
 
 	selectorDefaultTagStyle = lipgloss.NewStyle().
-				Foreground(lipgloss.AdaptiveColor{Light: "242", Dark: "246"})
+				Foreground(lipgloss.AdaptiveColor{Light: "242", Dark: "246"}).
+				Italic(true)
 
 	selectorHelpStyle = lipgloss.NewStyle().
 				Foreground(lipgloss.AdaptiveColor{Light: "244", Dark: "244"})
@@ -57,39 +58,16 @@ const maxSelectorItems = 10
 var ErrCancelled = launch.ErrCancelled
 
 type SelectItem struct {
-	Name              string
-	Description       string
-	Recommended       bool
-	AvailabilityBadge string
+	Name        string
+	Description string
+	Recommended bool
 }
 
-type selectorItemsUpdatedMsg struct {
-	items []SelectItem
-}
-
-func waitForSelectorItems(updates <-chan []SelectItem) tea.Cmd {
-	if updates == nil {
-		return nil
-	}
-	return func() tea.Msg {
-		items, ok := <-updates
-		if !ok {
-			return nil
-		}
-		return selectorItemsUpdatedMsg{items: items}
-	}
-}
-
-// ConvertItems converts launch.SelectionItem slice to SelectItem slice.
-func ConvertItems(items []launch.SelectionItem) []SelectItem {
+// ConvertItems converts launch.ModelItem slice to SelectItem slice.
+func ConvertItems(items []launch.ModelItem) []SelectItem {
 	out := make([]SelectItem, len(items))
 	for i, item := range items {
-		out[i] = SelectItem{
-			Name:              item.Name,
-			Description:       item.Description,
-			Recommended:       item.Recommended,
-			AvailabilityBadge: item.AvailabilityBadge,
-		}
+		out[i] = SelectItem{Name: item.Name, Description: item.Description, Recommended: item.Recommended}
 	}
 	return out
 }
@@ -113,7 +91,6 @@ func ReorderItems(items []SelectItem) []SelectItem {
 type selectorModel struct {
 	title        string
 	items        []SelectItem
-	updates      <-chan []SelectItem
 	filter       string
 	cursor       int
 	scrollOffset int
@@ -133,33 +110,6 @@ func selectorModelWithCurrent(title string, items []SelectItem, current string)
 	return m
 }
 
-func currentItemName(items []SelectItem, cursor int) string {
-	if cursor < 0 || cursor >= len(items) {
-		return ""
-	}
-	return items[cursor].Name
-}
-
-func cursorForItemName(items []SelectItem, name string, fallback int) int {
-	if len(items) == 0 {
-		return 0
-	}
-	if name != "" {
-		for i, item := range items {
-			if item.Name == name {
-				return i
-			}
-		}
-	}
-	if fallback < 0 {
-		return 0
-	}
-	if fallback >= len(items) {
-		return len(items) - 1
-	}
-	return fallback
-}
-
 func (m selectorModel) filteredItems() []SelectItem {
 	if m.filter == "" {
 		return m.items
@@ -175,7 +125,7 @@ func (m selectorModel) filteredItems() []SelectItem {
 }
 
 func (m selectorModel) Init() tea.Cmd {
-	return waitForSelectorItems(m.updates)
+	return nil
 }
 
 // otherStart returns the index of the first non-recommended item in the filtered list.
@@ -285,13 +235,6 @@ func (m selectorModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 		}
 		return m, nil
 
-	case selectorItemsUpdatedMsg:
-		current := currentItemName(m.filteredItems(), m.cursor)
-		m.items = msg.items
-		m.cursor = cursorForItemName(m.filteredItems(), current, m.cursor)
-		m.updateScroll(m.otherStart())
-		return m, waitForSelectorItems(m.updates)
-
 	case tea.KeyMsg:
 		switch msg.Type {
 		case tea.KeyCtrlC, tea.KeyEsc:
@@ -317,17 +260,9 @@ func (m selectorModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 	return m, nil
 }
 
-func cursorItemSuffix(item SelectItem) string {
-	if item.AvailabilityBadge == "" {
-		return ""
-	}
-	return " " + selectorDefaultTagStyle.Render("("+item.AvailabilityBadge+")")
-}
-
 func (m selectorModel) renderItem(s *strings.Builder, item SelectItem, idx int) {
 	if idx == m.cursor {
 		s.WriteString(selectorSelectedItemStyle.Render("▸ " + item.Name))
-		s.WriteString(cursorItemSuffix(item))
 	} else {
 		s.WriteString(selectorItemStyle.Render(item.Name))
 	}
@@ -467,16 +402,11 @@ func cursorForCurrent(items []SelectItem, current string) int {
 }
 
 func SelectSingle(title string, items []SelectItem, current string) (string, error) {
-	return SelectSingleWithUpdates(title, items, current, nil)
-}
-
-func SelectSingleWithUpdates(title string, items []SelectItem, current string, updates <-chan []SelectItem) (string, error) {
 	if len(items) == 0 {
 		return "", fmt.Errorf("no items to select from")
 	}
 
 	m := selectorModelWithCurrent(title, items, current)
-	m.updates = updates
 
 	p := tea.NewProgram(m)
 	finalModel, err := p.Run()
@@ -496,7 +426,6 @@ func SelectSingleWithUpdates(title string, items []SelectItem, current string, u
 type multiSelectorModel struct {
 	title        string
 	items        []SelectItem
-	updates      <-chan []SelectItem
 	itemIndex    map[string]int
 	filter       string
 	cursor       int
@@ -546,36 +475,6 @@ func newMultiSelectorModel(title string, items []SelectItem, preChecked []string
 	return m
 }
 
-func (m *multiSelectorModel) rebuildItemIndex() {
-	m.itemIndex = make(map[string]int, len(m.items))
-	for i, item := range m.items {
-		m.itemIndex[item.Name] = i
-	}
-}
-
-func (m *multiSelectorModel) replaceItems(items []SelectItem) {
-	current := currentItemName(m.filteredItems(), m.cursor)
-	checkedNames := make([]string, 0, len(m.checkOrder))
-	for _, idx := range m.checkOrder {
-		if idx >= 0 && idx < len(m.items) {
-			checkedNames = append(checkedNames, m.items[idx].Name)
-		}
-	}
-
-	m.items = items
-	m.rebuildItemIndex()
-	m.checked = make(map[int]bool, len(checkedNames))
-	m.checkOrder = nil
-	for _, name := range checkedNames {
-		if idx, ok := m.itemIndex[name]; ok {
-			m.checked[idx] = true
-			m.checkOrder = append(m.checkOrder, idx)
-		}
-	}
-	m.cursor = cursorForItemName(m.filteredItems(), current, m.cursor)
-	m.updateScroll(m.otherStart())
-}
-
 func (m multiSelectorModel) filteredItems() []SelectItem {
 	if m.filter == "" {
 		return m.items
@@ -691,7 +590,7 @@ func (m multiSelectorModel) selectedCount() int {
 }
 
 func (m multiSelectorModel) Init() tea.Cmd {
-	return waitForSelectorItems(m.updates)
+	return nil
 }
 
 func (m multiSelectorModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
@@ -704,10 +603,6 @@ func (m multiSelectorModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 		}
 		return m, nil
 
-	case selectorItemsUpdatedMsg:
-		m.replaceItems(msg.items)
-		return m, waitForSelectorItems(m.updates)
-
 	case tea.KeyMsg:
 		filtered := m.filteredItems()
 
@@ -794,7 +689,6 @@ func (m multiSelectorModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 func (m multiSelectorModel) renderSingleItem(s *strings.Builder, item SelectItem, idx int) {
 	if idx == m.cursor {
 		s.WriteString(selectorSelectedItemStyle.Render("▸ " + item.Name))
-		s.WriteString(cursorItemSuffix(item))
 	} else {
 		s.WriteString(selectorItemStyle.Render(item.Name))
 	}
@@ -822,7 +716,6 @@ func (m multiSelectorModel) renderMultiItem(s *strings.Builder, item SelectItem,
 
 	if idx == m.cursor {
 		s.WriteString(selectorSelectedItemStyle.Render("▸ " + check + item.Name))
-		s.WriteString(cursorItemSuffix(item))
 	} else {
 		s.WriteString(selectorItemStyle.Render(check + item.Name))
 	}
@@ -948,16 +841,11 @@ func (m multiSelectorModel) View() string {
 }
 
 func SelectMultiple(title string, items []SelectItem, preChecked []string) ([]string, error) {
-	return SelectMultipleWithUpdates(title, items, preChecked, nil)
-}
-
-func SelectMultipleWithUpdates(title string, items []SelectItem, preChecked []string, updates <-chan []SelectItem) ([]string, error) {
 	if len(items) == 0 {
 		return nil, fmt.Errorf("no items to select from")
 	}
 
 	m := newMultiSelectorModel(title, items, preChecked)
-	m.updates = updates
 
 	p := tea.NewProgram(m)
 	finalModel, err := p.Run()

cmd/tui/selector_test.go

@@ -311,91 +311,6 @@ func TestRenderContent_SelectedItemIndicator(t *testing.T) {
 	}
 }
 
-func TestRenderContent_AvailabilityBadgeOnlyOnCursor(t *testing.T) {
-	m := selectorModel{
-		title: "Pick:",
-		items: []SelectItem{
-			{Name: "kimi-k2.6:cloud", AvailabilityBadge: "Upgrade required"},
-			{Name: "qwen3.5:cloud", AvailabilityBadge: "Sign in required"},
-			{Name: "glm-5:cloud", AvailabilityBadge: "Included"},
-		},
-		cursor: 0,
-	}
-	content := m.renderContent()
-
-	if !strings.Contains(content, "(Upgrade required)") {
-		t.Fatalf("cursor badge missing:\n%s", content)
-	}
-	if strings.Contains(content, "(Sign in required)") {
-		t.Fatalf("non-cursor badge should not render:\n%s", content)
-	}
-	if strings.Contains(content, "Included") {
-		t.Fatalf("included badge should not render:\n%s", content)
-	}
-}
-
-func TestSelectorModel_ItemsUpdatedPreservesCursorAndRendersBadge(t *testing.T) {
-	m := selectorModelWithCurrent("Pick:", []SelectItem{
-		{Name: "kimi-k2.6:cloud", Recommended: true},
-		{Name: "llama3.2"},
-	}, "kimi-k2.6:cloud")
-
-	updated, _ := m.Update(selectorItemsUpdatedMsg{items: []SelectItem{
-		{Name: "kimi-k2.6:cloud", Recommended: true, AvailabilityBadge: "Upgrade required"},
-		{Name: "llama3.2"},
-	}})
-	fm := updated.(selectorModel)
-	if fm.cursor != 0 {
-		t.Fatalf("cursor = %d, want 0", fm.cursor)
-	}
-	content := fm.renderContent()
-	if !strings.Contains(content, "(Upgrade required)") {
-		t.Fatalf("updated badge missing:\n%s", content)
-	}
-}
-
-func TestMultiSelector_AvailabilityBadgePreservesDefaultSuffix(t *testing.T) {
-	m := newMultiSelectorModel("Pick:", []SelectItem{
-		{Name: "kimi-k2.6:cloud", AvailabilityBadge: "Upgrade required"},
-		{Name: "qwen3.5:cloud"},
-	}, []string{"kimi-k2.6:cloud"})
-	m.multi = true
-	m.cursor = 0
-
-	content := m.View()
-	if !strings.Contains(content, "(Upgrade required)") {
-		t.Fatalf("cursor badge missing:\n%s", content)
-	}
-	if !strings.Contains(content, "(default)") {
-		t.Fatalf("default suffix missing:\n%s", content)
-	}
-}
-
-func TestMultiSelector_ItemsUpdatedPreservesCheckedStateAndRendersBadge(t *testing.T) {
-	m := newMultiSelectorModel("Pick:", []SelectItem{
-		{Name: "kimi-k2.6:cloud", Recommended: true},
-		{Name: "llama3.2"},
-	}, []string{"kimi-k2.6:cloud"})
-	m.multi = true
-
-	updated, _ := m.Update(selectorItemsUpdatedMsg{items: []SelectItem{
-		{Name: "kimi-k2.6:cloud", Recommended: true, AvailabilityBadge: "Upgrade required"},
-		{Name: "llama3.2"},
-	}})
-	fm := updated.(multiSelectorModel)
-	idx := fm.itemIndex["kimi-k2.6:cloud"]
-	if !fm.checked[idx] {
-		t.Fatalf("checked state was not preserved: %#v", fm.checked)
-	}
-	content := fm.View()
-	if !strings.Contains(content, "(Upgrade required)") {
-		t.Fatalf("updated badge missing:\n%s", content)
-	}
-	if !strings.Contains(content, "(default)") {
-		t.Fatalf("default suffix missing after update:\n%s", content)
-	}
-}
-
 func TestRenderContent_Description(t *testing.T) {
 	m := selectorModel{
 		title: "Pick:",

cmd/tui/signin.go

@@ -19,14 +19,6 @@ type signInCheckMsg struct {
 	userName string
 }
 
-type upgradeTickMsg struct{}
-
-type upgradeCheckMsg struct {
-	upgraded bool
-	plan     string
-	err      error
-}
-
 type signInModel struct {
 	modelName string
 	signInURL string
@@ -36,18 +28,6 @@ type signInModel struct {
 	cancelled bool
 }
 
-type upgradeModel struct {
-	modelName    string
-	requiredPlan string
-	spinner      int
-	width        int
-	openNow      bool
-	polling      bool
-	plan         string
-	cancelled    bool
-	err          error
-}
-
 func (m signInModel) Init() tea.Cmd {
 	return tea.Tick(200*time.Millisecond, func(t time.Time) tea.Msg {
 		return signInTickMsg{}
@@ -102,85 +82,6 @@ func (m signInModel) View() string {
 	return renderSignIn(m.modelName, m.signInURL, m.spinner, m.width)
 }
 
-func (m upgradeModel) Init() tea.Cmd {
-	if m.polling {
-		return upgradeTickCmd()
-	}
-	return nil
-}
-
-func (m upgradeModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
-	switch msg := msg.(type) {
-	case tea.WindowSizeMsg:
-		wasSet := m.width > 0
-		m.width = msg.Width
-		if wasSet {
-			return m, tea.EnterAltScreen
-		}
-		return m, nil
-
-	case tea.KeyMsg:
-		switch msg.Type {
-		case tea.KeyCtrlC, tea.KeyEsc:
-			m.cancelled = true
-			return m, tea.Quit
-		case tea.KeyLeft:
-			if !m.polling {
-				m.openNow = true
-			}
-		case tea.KeyRight:
-			if !m.polling {
-				m.openNow = false
-			}
-		case tea.KeyEnter:
-			if !m.polling {
-				if !m.openNow {
-					m.cancelled = true
-					return m, tea.Quit
-				}
-				launch.OpenBrowser(launch.DefaultUpgradeURL)
-				m.polling = true
-				return m, upgradeTickCmd()
-			}
-		}
-
-	case upgradeTickMsg:
-		if !m.polling {
-			return m, nil
-		}
-		m.spinner++
-		if m.spinner%5 == 0 {
-			return m, tea.Batch(
-				upgradeTickCmd(),
-				checkUpgrade(m.requiredPlan),
-			)
-		}
-		return m, upgradeTickCmd()
-
-	case upgradeCheckMsg:
-		if msg.err != nil {
-			m.err = msg.err
-			return m, tea.Quit
-		}
-		if msg.upgraded {
-			m.plan = msg.plan
-			return m, tea.Quit
-		}
-	}
-
-	return m, nil
-}
-
-func (m upgradeModel) View() string {
-	if m.plan != "" {
-		return ""
-	}
-	if m.err != nil {
-		return ""
-	}
-	return renderUpgrade(m.modelName, m.spinner, m.width, m.polling, m.openNow)
-}
-
 func renderSignIn(modelName, signInURL string, spinner, width int) string {
 	spinnerFrames := []string{"⠋", "⠙", "⠹", "⠸", "⠼", "⠴", "⠦", "⠧", "⠇", "⠏"}
 	frame := spinnerFrames[spinner%len(spinnerFrames)]
@@ -209,88 +110,18 @@ func renderSignIn(modelName, signInURL string, spinner, width int) string {
 	return lipgloss.NewStyle().PaddingLeft(2).Render(s.String())
 }
 
-func upgradeTickCmd() tea.Cmd {
-	return tea.Tick(200*time.Millisecond, func(t time.Time) tea.Msg {
-		return upgradeTickMsg{}
-	})
-}
-
-func renderUpgrade(modelName string, spinner, width int, polling, openNow bool) string {
-	spinnerFrames := []string{"⠋", "⠙", "⠹", "⠸", "⠼", "⠴", "⠦", "⠧", "⠇", "⠏"}
-	frame := spinnerFrames[spinner%len(spinnerFrames)]
-
-	urlColor := lipgloss.NewStyle().
-		Foreground(lipgloss.Color("117"))
-	urlWrap := lipgloss.NewStyle().PaddingLeft(2)
-	if width > 4 {
-		urlWrap = urlWrap.Width(width - 4)
-	}
-
-	var s strings.Builder
-
-	fmt.Fprintf(&s, "To use %s, upgrade your Ollama plan.\n\n", selectorSelectedItemStyle.Render(modelName))
-
-	s.WriteString("Navigate to:\n")
-	s.WriteString(urlWrap.Render(urlColor.Render(launch.DefaultUpgradeURL)))
-	s.WriteString("\n\n")
-
-	if !polling {
-		var yesBtn, noBtn string
-		if openNow {
-			yesBtn = confirmActiveStyle.Render(" Yes ")
-			noBtn = confirmInactiveStyle.Render(" No ")
-		} else {
-			yesBtn = confirmInactiveStyle.Render(" Yes ")
-			noBtn = confirmActiveStyle.Render(" No ")
-		}
-
-		s.WriteString("Open now?\n")
-		s.WriteString("  " + yesBtn + "  " + noBtn)
-		s.WriteString("\n\n")
-		s.WriteString(selectorHelpStyle.Render("←/→ navigate • enter confirm • esc cancel"))
-	} else {
-		s.WriteString(lipgloss.NewStyle().Foreground(lipgloss.AdaptiveColor{Light: "242", Dark: "246"}).Render(
-			frame + " Waiting for upgrade to complete..."))
-		s.WriteString("\n\n")
-		s.WriteString(selectorHelpStyle.Render("esc cancel"))
-	}
-
-	return lipgloss.NewStyle().PaddingLeft(2).Render(s.String())
-}
-
 func checkSignIn() tea.Msg {
 	client, err := api.ClientFromEnvironment()
 	if err != nil {
 		return signInCheckMsg{signedIn: false}
 	}
-	ctx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
-	defer cancel()
-	user, err := client.Whoami(ctx)
+	user, err := client.Whoami(context.Background())
 	if err == nil && user != nil && user.Name != "" {
 		return signInCheckMsg{signedIn: true, userName: user.Name}
 	}
 	return signInCheckMsg{signedIn: false}
 }
 
-func checkUpgrade(requiredPlan string) tea.Cmd {
-	return func() tea.Msg {
-		client, err := api.ClientFromEnvironment()
-		if err != nil {
-			return upgradeCheckMsg{err: launch.ErrPlanVerificationUnavailable}
-		}
-		ctx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
-		defer cancel()
-		user, err := client.Whoami(ctx)
-		if err != nil {
-			return upgradeCheckMsg{err: launch.ErrPlanVerificationUnavailable}
-		}
-		if err == nil && user != nil && user.Name != "" && launch.PlanSatisfies(user.Plan, requiredPlan) {
-			return upgradeCheckMsg{upgraded: true, plan: user.Plan}
-		}
-		return upgradeCheckMsg{upgraded: false}
-	}
-}
-
 // RunSignIn shows a bubbletea sign-in dialog and polls until the user signs in or cancels.
 func RunSignIn(modelName, signInURL string) (string, error) {
 	launch.OpenBrowser(signInURL)
@@ -313,28 +144,3 @@ func RunSignIn(modelName, signInURL string) (string, error) {
 
 	return fm.userName, nil
 }
-
-// RunUpgrade shows a bubbletea upgrade dialog and polls until the user's plan is updated or cancelled.
-func RunUpgrade(modelName, requiredPlan string) (string, error) {
-	m := upgradeModel{
-		modelName:    modelName,
-		requiredPlan: requiredPlan,
-		openNow:      true,
-	}
-
-	p := tea.NewProgram(m)
-	finalModel, err := p.Run()
-	if err != nil {
-		return "", fmt.Errorf("error running upgrade: %w", err)
-	}
-
-	fm := finalModel.(upgradeModel)
-	if fm.cancelled {
-		return "", ErrCancelled
-	}
-	if fm.err != nil {
-		return "", fm.err
-	}
-
-	return fm.plan, nil
-}

cmd/tui/signin_test.go

@@ -5,7 +5,6 @@ import (
 	"testing"
 
 	tea "github.com/charmbracelet/bubbletea"
-	"github.com/ollama/ollama/cmd/launch"
 )
 
 func TestRenderSignIn_ContainsModelName(t *testing.T) {
@@ -26,6 +25,7 @@ func TestRenderSignIn_ContainsURL(t *testing.T) {
 	}
 }
 
+
 func TestRenderSignIn_ContainsSpinner(t *testing.T) {
 	got := renderSignIn("test:cloud", "https://example.com", 0, 80)
 	if !strings.Contains(got, "Waiting for sign in to complete") {
@@ -51,35 +51,6 @@ func TestRenderSignIn_ContainsEscHelp(t *testing.T) {
 	}
 }
 
-func TestRenderUpgrade_AsksBeforeOpening(t *testing.T) {
-	got := renderUpgrade("kimi-k2.6:cloud", 0, 80, false, true)
-	if !strings.Contains(got, "kimi-k2.6:cloud") {
-		t.Error("should contain model name")
-	}
-	if !strings.Contains(got, launch.DefaultUpgradeURL) {
-		t.Error("should contain upgrade URL")
-	}
-	if !strings.Contains(got, "Open now?") {
-		t.Error("should ask before opening")
-	}
-	if !strings.Contains(got, "Yes") || !strings.Contains(got, "No") {
-		t.Error("should show yes/no selector")
-	}
-	if strings.Contains(got, "Waiting for upgrade to complete") {
-		t.Error("should not start waiting before open choice is confirmed")
-	}
-}
-
-func TestRenderUpgrade_PollingShowsWaiting(t *testing.T) {
-	got := renderUpgrade("kimi-k2.6:cloud", 0, 80, true, true)
-	if !strings.Contains(got, "Waiting for upgrade to complete") {
-		t.Error("should contain waiting message")
-	}
-	if strings.Contains(got, "Open now?") {
-		t.Error("should not show open prompt while polling")
-	}
-}
-
 func TestSignInModel_EscCancels(t *testing.T) {
 	m := signInModel{
 		modelName: "test:cloud",
@@ -96,35 +67,6 @@ func TestSignInModel_EscCancels(t *testing.T) {
 	}
 }
 
-func TestUpgradeModel_NoCancelsWithoutPolling(t *testing.T) {
-	m := upgradeModel{
-		modelName:    "kimi-k2.6:cloud",
-		requiredPlan: "pro",
-		openNow:      true,
-	}
-
-	updated, _ := m.Update(tea.KeyMsg{Type: tea.KeyRight})
-	fm := updated.(upgradeModel)
-	if fm.openNow {
-		t.Error("right should select no")
-	}
-	if fm.polling {
-		t.Error("right should not start polling")
-	}
-
-	updated, cmd := fm.Update(tea.KeyMsg{Type: tea.KeyEnter})
-	fm = updated.(upgradeModel)
-	if !fm.cancelled {
-		t.Error("enter on no should cancel")
-	}
-	if fm.polling {
-		t.Error("enter on no should not start polling")
-	}
-	if cmd == nil {
-		t.Error("enter on no should quit")
-	}
-}
-
 func TestSignInModel_CtrlCCancels(t *testing.T) {
 	m := signInModel{
 		modelName: "test:cloud",

cmd/tui/tui.go

@@ -45,7 +45,7 @@ type menuItem struct {
 	isOthers    bool
 }
 
-const pinnedIntegrationCount = 4
+const pinnedIntegrationCount = 3
 
 var runModelMenuItem = menuItem{
 	title:       "Chat with a model",

cmd/tui/tui_test.go

@@ -97,41 +97,18 @@ func compareStrings(got, want []string) string {
 	return cmp.Diff(want, got)
 }
 
-func expectedCollapsedSequence(state *launch.LauncherState) []string {
-	sequence := []string{"run"}
-	for _, item := range pinnedIntegrationItems(state) {
-		sequence = append(sequence, item.integration)
-	}
-	if len(otherIntegrationItems(state)) > 0 {
-		sequence = append(sequence, "more")
-	}
-	return sequence
-}
-
-func expectedExpandedSequence(state *launch.LauncherState) []string {
-	sequence := []string{"run"}
-	for _, item := range pinnedIntegrationItems(state) {
-		sequence = append(sequence, item.integration)
-	}
-	for _, item := range otherIntegrationItems(state) {
-		sequence = append(sequence, item.integration)
-	}
-	return sequence
-}
-
 func TestMenuRendersPinnedItemsAndMore(t *testing.T) {
-	state := launcherTestState()
-	menu := newModel(state)
+	menu := newModel(launcherTestState())
 	view := menu.View()
-	for _, want := range []string{"Chat with a model", "Launch Claude Code", "Launch OpenClaw", "Launch Hermes Agent", "More..."} {
+	for _, want := range []string{"Chat with a model", "Launch OpenClaw", "Launch Claude Code", "Launch OpenCode", "More..."} {
 		if !strings.Contains(view, want) {
 			t.Fatalf("expected menu view to contain %q\n%s", want, view)
 		}
 	}
-	if strings.Contains(view, "Launch Claude Desktop") {
-		t.Fatalf("expected hidden Claude Desktop to be absent\n%s", view)
+	if strings.Contains(view, "Launch Codex") {
+		t.Fatalf("expected Codex to be under More, not pinned\n%s", view)
 	}
-	wantOrder := expectedCollapsedSequence(state)
+	wantOrder := []string{"run", "openclaw", "claude", "opencode", "more"}
 	if diff := compareStrings(integrationSequence(menu.items), wantOrder); diff != "" {
 		t.Fatalf("unexpected pinned order: %s", diff)
 	}
@@ -139,24 +116,20 @@ func TestMenuRendersPinnedItemsAndMore(t *testing.T) {
 
 func TestMenuExpandsOthersFromLastSelection(t *testing.T) {
 	state := launcherTestState()
-	overflow := otherIntegrationItems(state)
-	if len(overflow) == 0 {
-		t.Fatal("expected at least one overflow integration")
-	}
-	state.LastSelection = overflow[0].integration
+	state.LastSelection = "codex"
 
 	menu := newModel(state)
 	if !menu.showOthers {
 		t.Fatal("expected others section to expand when last selection is in the overflow list")
 	}
 	view := menu.View()
-	if !strings.Contains(view, overflow[0].title) {
+	if !strings.Contains(view, "Launch Codex") {
 		t.Fatalf("expected expanded view to contain overflow integration\n%s", view)
 	}
 	if strings.Contains(view, "More...") {
 		t.Fatalf("expected expanded view to replace More... item\n%s", view)
 	}
-	wantOrder := expectedExpandedSequence(state)
+	wantOrder := []string{"run", "openclaw", "claude", "opencode", "hermes", "codex", "droid", "pi"}
 	if diff := compareStrings(integrationSequence(menu.items), wantOrder); diff != "" {
 		t.Fatalf("unexpected expanded order: %s", diff)
 	}

convert/convert.go

@@ -316,8 +316,6 @@ func LoadModelMetadata(fsys fs.FS) (ModelKV, *Tokenizer, error) {
 		conv = &deepseek2Model{}
 	case "Glm4MoeLiteForCausalLM":
 		conv = &glm4MoeLiteModel{}
-	case "LagunaForCausalLM":
-		conv = &lagunaModel{}
 	case "GlmOcrForConditionalGeneration":
 		conv = &glmOcrModel{}
 	case "Lfm2ForCausalLM", "Lfm2MoeForCausalLM":
@@ -326,8 +324,6 @@ func LoadModelMetadata(fsys fs.FS) (ModelKV, *Tokenizer, error) {
 		conv = &lfm2VLTextModel{}
 	case "Qwen3NextForCausalLM", "Qwen3_5ForConditionalGeneration", "Qwen3_5MoeForConditionalGeneration":
 		conv = &qwen3NextModel{}
-	case "NemotronH_Nano_VL_V2", "NemotronH_Nano_Omni_Reasoning_V3":
-		conv = &nemotronHNanoVLModel{}
 	case "NemotronHForCausalLM":
 		conv = &nemotronHModel{}
 	default:
@@ -391,10 +387,6 @@ func ConvertModel(fsys fs.FS, f *os.File) error {
 }
 
 func writeFile(f *os.File, kv KV, ts []*ggml.Tensor) error {
-	for k, v := range sourceTensorKV(ts) {
-		kv[k] = v
-	}
-
 	for i := range ts {
 		ts[i].Shape = slices.Clone(ts[i].Shape)
 		slices.Reverse(ts[i].Shape)

convert/convert_laguna.go

@@ -1,604 +0,0 @@
-package convert
-
-import (
-	"cmp"
-	"encoding/json"
-	"fmt"
-	iofs "io/fs"
-	"math"
-	"strings"
-
-	"github.com/ollama/ollama/fs/ggml"
-)
-
-type lagunaModel struct {
-	ModelParameters
-
-	NumHiddenLayers       uint32           `json:"num_hidden_layers"`
-	HiddenSize            uint32           `json:"hidden_size"`
-	IntermediateSize      uint32           `json:"intermediate_size"`
-	NumAttentionHeads     uint32           `json:"num_attention_heads"`
-	NumKeyValueHeads      uint32           `json:"num_key_value_heads"`
-	HeadDim               uint32           `json:"head_dim"`
-	RMSNormEPS            float32          `json:"rms_norm_eps"`
-	MaxPositionEmbeddings uint32           `json:"max_position_embeddings"`
-	SlidingWindow         uint32           `json:"sliding_window"`
-	PartialRotaryFactor   float32          `json:"partial_rotary_factor"`
-	Gating                lagunaGatingMode `json:"gating"`
-	QKNormType            string           `json:"qk_norm_type"`
-
-	LayerTypes                []string `json:"layer_types"`
-	NumAttentionHeadsPerLayer []uint32 `json:"num_attention_heads_per_layer"`
-
-	NumExperts                   uint32   `json:"num_experts"`
-	NumExpertsPerTok             uint32   `json:"num_experts_per_tok"`
-	MoEIntermediateSize          uint32   `json:"moe_intermediate_size"`
-	SharedExpertIntermediateSize uint32   `json:"shared_expert_intermediate_size"`
-	NormTopKProb                 bool     `json:"norm_topk_prob"`
-	MoeRoutedScalingFactor       float32  `json:"moe_routed_scaling_factor"`
-	MoERouterUseSigmoid          bool     `json:"moe_router_use_sigmoid"`
-	MoEApplyRouterWeightOnInput  bool     `json:"moe_apply_router_weight_on_input"`
-	DecoderSparseStep            uint32   `json:"decoder_sparse_step"`
-	MLPOnlyLayers                []uint32 `json:"mlp_only_layers"`
-	MLPLayerTypes                []string `json:"mlp_layer_types"`
-
-	RopeParameters    lagunaRopeParameters `json:"rope_parameters"`
-	SwaRopeParameters lagunaRopeParameters `json:"swa_rope_parameters"`
-
-	SwaAttentionSinkEnabled bool `json:"swa_attention_sink_enabled"`
-}
-
-type lagunaGatingMode string
-
-type lagunaRopeParameters struct {
-	RopeTheta                     float32 `json:"rope_theta"`
-	RopeType                      string  `json:"rope_type"`
-	Type                          string  `json:"type"`
-	Factor                        float32 `json:"factor"`
-	OriginalMaxPositionEmbeddings uint32  `json:"original_max_position_embeddings"`
-	BetaSlow                      float32 `json:"beta_slow"`
-	BetaFast                      float32 `json:"beta_fast"`
-	AttentionFactor               float32 `json:"attention_factor"`
-	PartialRotaryFactor           float32 `json:"partial_rotary_factor"`
-}
-
-type lagunaRopeConfig struct {
-	flat    lagunaRopeParameters
-	full    lagunaRopeParameters
-	sliding lagunaRopeParameters
-	nested  bool
-}
-
-func (g *lagunaGatingMode) UnmarshalJSON(b []byte) error {
-	var s string
-	if err := json.Unmarshal(b, &s); err == nil {
-		*g = lagunaGatingMode(s)
-		return nil
-	}
-
-	var enabled bool
-	if err := json.Unmarshal(b, &enabled); err == nil {
-		if enabled {
-			*g = "true"
-		} else {
-			*g = "false"
-		}
-		return nil
-	}
-
-	if string(b) == "null" {
-		return nil
-	}
-	return fmt.Errorf("unsupported Laguna gating JSON value %s", string(b))
-}
-
-func (g lagunaGatingMode) perHead() bool {
-	return strings.EqualFold(string(g), "per-head") || strings.EqualFold(string(g), "true")
-}
-
-func (r *lagunaRopeConfig) UnmarshalJSON(b []byte) error {
-	if string(b) == "null" {
-		return nil
-	}
-
-	var probe map[string]json.RawMessage
-	if err := json.Unmarshal(b, &probe); err != nil {
-		return err
-	}
-
-	if len(probe) == 0 {
-		return nil
-	}
-
-	if raw, ok := probe["full_attention"]; ok {
-		r.nested = true
-		if err := json.Unmarshal(raw, &r.full); err != nil {
-			return err
-		}
-		if raw = probe["sliding_attention"]; raw != nil {
-			if err := json.Unmarshal(raw, &r.sliding); err != nil {
-				return err
-			}
-		}
-		return nil
-	}
-
-	if raw, ok := probe["global_attention"]; ok {
-		r.nested = true
-		if err := json.Unmarshal(raw, &r.full); err != nil {
-			return err
-		}
-		if raw = probe["sliding_attention"]; raw != nil {
-			if err := json.Unmarshal(raw, &r.sliding); err != nil {
-				return err
-			}
-		}
-		return nil
-	}
-
-	return json.Unmarshal(b, &r.flat)
-}
-
-func (r lagunaRopeConfig) fullParams() lagunaRopeParameters {
-	if r.nested {
-		return r.full
-	}
-	return r.flat
-}
-
-func (r lagunaRopeConfig) slidingParams() (lagunaRopeParameters, bool) {
-	if !r.nested {
-		return lagunaRopeParameters{}, false
-	}
-	return r.sliding, true
-}
-
-func (r lagunaRopeParameters) ropeType() string {
-	return cmp.Or(r.RopeType, r.Type)
-}
-
-func (r lagunaRopeParameters) withDefaultPartialRotaryFactor(v float32) lagunaRopeParameters {
-	if r.PartialRotaryFactor == 0 {
-		r.PartialRotaryFactor = v
-	}
-	return r
-}
-
-func (r lagunaRopeParameters) empty() bool {
-	return r == (lagunaRopeParameters{})
-}
-
-type rawLagunaModel struct {
-	ModelParameters
-
-	NumHiddenLayers       uint32           `json:"num_hidden_layers"`
-	HiddenSize            uint32           `json:"hidden_size"`
-	IntermediateSize      uint32           `json:"intermediate_size"`
-	NumAttentionHeads     uint32           `json:"num_attention_heads"`
-	NumKeyValueHeads      uint32           `json:"num_key_value_heads"`
-	HeadDim               uint32           `json:"head_dim"`
-	RMSNormEPS            float32          `json:"rms_norm_eps"`
-	MaxPositionEmbeddings uint32           `json:"max_position_embeddings"`
-	SlidingWindow         uint32           `json:"sliding_window"`
-	PartialRotaryFactor   float32          `json:"partial_rotary_factor"`
-	Gating                lagunaGatingMode `json:"gating"`
-	QKNormType            string           `json:"qk_norm_type"`
-
-	LayerTypes                []string `json:"layer_types"`
-	NumAttentionHeadsPerLayer []uint32 `json:"num_attention_heads_per_layer"`
-
-	NumExperts                   uint32   `json:"num_experts"`
-	NumExpertsPerTok             uint32   `json:"num_experts_per_tok"`
-	MoEIntermediateSize          uint32   `json:"moe_intermediate_size"`
-	SharedExpertIntermediateSize uint32   `json:"shared_expert_intermediate_size"`
-	NormTopKProb                 *bool    `json:"norm_topk_prob"`
-	MoeRoutedScalingFactor       float32  `json:"moe_routed_scaling_factor"`
-	MoERouterUseSigmoid          *bool    `json:"moe_router_use_sigmoid"`
-	MoEApplyRouterWeightOnInput  bool     `json:"moe_apply_router_weight_on_input"`
-	DecoderSparseStep            uint32   `json:"decoder_sparse_step"`
-	MLPOnlyLayers                []uint32 `json:"mlp_only_layers"`
-	MLPLayerTypes                []string `json:"mlp_layer_types"`
-
-	RopeParameters    lagunaRopeConfig     `json:"rope_parameters"`
-	SwaRopeParameters lagunaRopeParameters `json:"swa_rope_parameters"`
-
-	SwaAttentionSinkEnabled bool `json:"swa_attention_sink_enabled"`
-}
-
-func (p *lagunaModel) UnmarshalJSON(b []byte) error {
-	var raw rawLagunaModel
-	if err := json.Unmarshal(b, &raw); err != nil {
-		return err
-	}
-
-	mlpOnlyLayers, err := lagunaDenseLayers(raw.MLPOnlyLayers, raw.MLPLayerTypes)
-	if err != nil {
-		return err
-	}
-
-	fullRope := raw.RopeParameters.fullParams().withDefaultPartialRotaryFactor(cmp.Or(raw.PartialRotaryFactor, float32(1)))
-	swaRope := raw.SwaRopeParameters
-	if nestedSwa, ok := raw.RopeParameters.slidingParams(); ok && !nestedSwa.empty() {
-		swaRope = nestedSwa
-	}
-	swaRope = swaRope.withDefaultPartialRotaryFactor(cmp.Or(fullRope.PartialRotaryFactor, float32(1)))
-
-	*p = lagunaModel{
-		ModelParameters:              raw.ModelParameters,
-		NumHiddenLayers:              raw.NumHiddenLayers,
-		HiddenSize:                   raw.HiddenSize,
-		IntermediateSize:             raw.IntermediateSize,
-		NumAttentionHeads:            raw.NumAttentionHeads,
-		NumKeyValueHeads:             raw.NumKeyValueHeads,
-		HeadDim:                      raw.HeadDim,
-		RMSNormEPS:                   raw.RMSNormEPS,
-		MaxPositionEmbeddings:        raw.MaxPositionEmbeddings,
-		SlidingWindow:                raw.SlidingWindow,
-		PartialRotaryFactor:          cmp.Or(raw.PartialRotaryFactor, fullRope.PartialRotaryFactor),
-		Gating:                       raw.Gating,
-		QKNormType:                   cmp.Or(raw.QKNormType, "rmsnorm"),
-		LayerTypes:                   raw.LayerTypes,
-		NumAttentionHeadsPerLayer:    raw.NumAttentionHeadsPerLayer,
-		NumExperts:                   raw.NumExperts,
-		NumExpertsPerTok:             raw.NumExpertsPerTok,
-		MoEIntermediateSize:          raw.MoEIntermediateSize,
-		SharedExpertIntermediateSize: raw.SharedExpertIntermediateSize,
-		NormTopKProb:                 defaultBool(raw.NormTopKProb, true),
-		MoeRoutedScalingFactor:       raw.MoeRoutedScalingFactor,
-		MoERouterUseSigmoid:          defaultBool(raw.MoERouterUseSigmoid, true),
-		MoEApplyRouterWeightOnInput:  raw.MoEApplyRouterWeightOnInput,
-		DecoderSparseStep:            raw.DecoderSparseStep,
-		MLPOnlyLayers:                mlpOnlyLayers,
-		MLPLayerTypes:                raw.MLPLayerTypes,
-		RopeParameters:               fullRope,
-		SwaRopeParameters:            swaRope,
-		SwaAttentionSinkEnabled:      raw.SwaAttentionSinkEnabled,
-	}
-	return nil
-}
-
-func defaultBool(v *bool, fallback bool) bool {
-	if v == nil {
-		return fallback
-	}
-	return *v
-}
-
-const (
-	lagunaGatingFuncSoftmax uint32 = 1
-	lagunaGatingFuncSigmoid uint32 = 2
-
-	lagunaLayerTypeGlobal  uint32 = 0
-	lagunaLayerTypeSliding uint32 = 1
-)
-
-func (p *lagunaModel) KV(t *Tokenizer) KV {
-	kv := p.ModelParameters.KV(t)
-	kv["general.architecture"] = "laguna"
-	// Laguna's chat template and built-in renderer both emit the leading
-	// special token explicitly. Auto-prepending BOS here would duplicate it.
-	kv["tokenizer.ggml.add_bos_token"] = false
-	kv["tokenizer.ggml.pre"] = "laguna"
-	// Laguna does not need tokenizer.chat_template at runtime: Ollama create
-	// sets the Laguna renderer/parser from the architecture, and the renderer
-	// owns prompt formatting.
-	delete(kv, "tokenizer.chat_template")
-
-	kv["laguna.block_count"] = p.NumHiddenLayers
-	kv["laguna.context_length"] = p.MaxPositionEmbeddings
-	kv["laguna.embedding_length"] = p.HiddenSize
-	kv["laguna.feed_forward_length"] = p.IntermediateSize
-
-	if len(p.NumAttentionHeadsPerLayer) == int(p.NumHiddenLayers) {
-		kv["laguna.attention.head_count"] = p.NumAttentionHeadsPerLayer
-	} else {
-		kv["laguna.attention.head_count"] = p.NumAttentionHeads
-	}
-	kv["laguna.attention.head_count_kv"] = p.NumKeyValueHeads
-	kv["laguna.attention.key_length"] = p.HeadDim
-	kv["laguna.attention.value_length"] = p.HeadDim
-	kv["laguna.attention.layer_norm_rms_epsilon"] = p.RMSNormEPS
-	kv["laguna.attention.sliding_window"] = p.SlidingWindow
-	kv["laguna.attention.sink_enabled"] = p.SwaAttentionSinkEnabled
-
-	if len(p.LayerTypes) > 0 {
-		encoded := make([]uint32, len(p.LayerTypes))
-		slidingPattern := make([]bool, len(p.LayerTypes))
-		for i, layerType := range p.LayerTypes {
-			if lagunaLayerIsSliding(layerType) {
-				encoded[i] = lagunaLayerTypeSliding
-				slidingPattern[i] = true
-			} else {
-				encoded[i] = lagunaLayerTypeGlobal
-			}
-		}
-		kv["laguna.attention.layer_types"] = encoded
-		kv["laguna.attention.sliding_window_pattern"] = slidingPattern
-	}
-
-	if p.Gating.perHead() {
-		kv["laguna.attention.gating_type"] = uint32(1)
-	} else {
-		kv["laguna.attention.gating_type"] = uint32(0)
-	}
-	kv["laguna.attention.qk_norm"] = p.QKNormType == "rmsnorm"
-
-	kv["laguna.expert_count"] = p.NumExperts
-	kv["laguna.expert_used_count"] = p.NumExpertsPerTok
-	kv["laguna.expert_feed_forward_length"] = p.MoEIntermediateSize
-	kv["laguna.expert_shared_feed_forward_length"] = p.SharedExpertIntermediateSize
-	kv["laguna.expert_shared_count"] = uint32(1)
-	kv["laguna.expert_weights_norm"] = p.NormTopKProb
-	kv["laguna.expert_weights_scale"] = p.MoeRoutedScalingFactor
-	kv["laguna.expert_gating_func"] = lagunaMoeGatingFunc(p.MoERouterUseSigmoid)
-	kv["laguna.decoder_sparse_step"] = cmp.Or(p.DecoderSparseStep, uint32(1))
-
-	if leading, ok := lagunaLeadingDensePrefix(p.MLPOnlyLayers); ok {
-		kv["laguna.leading_dense_block_count"] = leading
-	}
-	if len(p.MLPOnlyLayers) > 0 {
-		kv["laguna.dense_layers"] = p.MLPOnlyLayers
-	}
-
-	ropeType := p.RopeParameters.ropeType()
-	kv["laguna.rope.freq_base"] = cmp.Or(p.RopeParameters.RopeTheta, float32(10000))
-	kv["laguna.rope.scaling.type"] = ropeType
-	ropeFactor := cmp.Or(p.RopeParameters.Factor, float32(1))
-	kv["laguna.rope.scaling.factor"] = ropeFactor
-	kv["laguna.rope.scaling.original_context_length"] = p.RopeParameters.OriginalMaxPositionEmbeddings
-	kv["laguna.rope.scaling.beta_fast"] = p.RopeParameters.BetaFast
-	kv["laguna.rope.scaling.beta_slow"] = p.RopeParameters.BetaSlow
-	kv["laguna.rope.scaling.attn_factor"] = lagunaAttentionFactor(ropeType, ropeFactor, p.RopeParameters.AttentionFactor)
-	kv["laguna.rope.partial_rotary_factor"] = cmp.Or(p.PartialRotaryFactor, float32(1))
-
-	swaRopeType := p.SwaRopeParameters.ropeType()
-	kv["laguna.rope.swa.freq_base"] = cmp.Or(p.SwaRopeParameters.RopeTheta, float32(10000))
-	kv["laguna.rope.swa.scaling.type"] = cmp.Or(swaRopeType, "linear")
-	kv["laguna.rope.swa.scaling.factor"] = cmp.Or(p.SwaRopeParameters.Factor, float32(1))
-	kv["laguna.rope.swa.partial_rotary_factor"] = cmp.Or(p.SwaRopeParameters.PartialRotaryFactor, float32(1))
-
-	headDim := p.HeadDim
-	if headDim == 0 && p.NumAttentionHeads > 0 {
-		headDim = p.HiddenSize / p.NumAttentionHeads
-	}
-	kv["laguna.rope.dimension_count"] = lagunaRopeDim(headDim, cmp.Or(p.PartialRotaryFactor, float32(1)))
-	kv["laguna.rope.swa.dimension_count"] = lagunaRopeDim(headDim, cmp.Or(p.SwaRopeParameters.PartialRotaryFactor, float32(1)))
-
-	return kv
-}
-
-func (p *lagunaModel) parseMore(_ iofs.FS) error {
-	return p.validate()
-}
-
-func (p *lagunaModel) validate() error {
-	if p.NumHiddenLayers == 0 {
-		return fmt.Errorf("laguna: num_hidden_layers must be set")
-	}
-	if p.HiddenSize == 0 {
-		return fmt.Errorf("laguna: hidden_size must be set")
-	}
-	if p.HeadDim == 0 {
-		return fmt.Errorf("laguna: head_dim must be set")
-	}
-	if p.NumKeyValueHeads == 0 {
-		return fmt.Errorf("laguna: num_key_value_heads must be set")
-	}
-	if p.SwaAttentionSinkEnabled {
-		return fmt.Errorf("laguna: unsupported swa_attention_sink_enabled=true")
-	}
-	if !p.Gating.perHead() {
-		return fmt.Errorf("laguna: unsupported attention gating %q: only gating=\"per-head\" is supported", p.Gating)
-	}
-	if p.QKNormType != "rmsnorm" {
-		return fmt.Errorf("laguna: unsupported qk_norm_type %q: only rmsnorm is supported", p.QKNormType)
-	}
-	if !p.MoERouterUseSigmoid {
-		return fmt.Errorf("laguna: unsupported moe_router_use_sigmoid=false")
-	}
-	if p.MoEApplyRouterWeightOnInput {
-		return fmt.Errorf("laguna: unsupported moe_apply_router_weight_on_input=true")
-	}
-	if p.DecoderSparseStep != 0 && p.DecoderSparseStep != 1 {
-		return fmt.Errorf("laguna: unsupported decoder_sparse_step=%d: only 1 is supported", p.DecoderSparseStep)
-	}
-	if len(p.MLPOnlyLayers) != 1 || p.MLPOnlyLayers[0] != 0 {
-		return fmt.Errorf("laguna: unsupported mlp_only_layers=%v: only [0] is supported", p.MLPOnlyLayers)
-	}
-	if p.NumExperts == 0 {
-		return fmt.Errorf("laguna: num_experts must be set")
-	}
-	if p.NumExpertsPerTok == 0 {
-		return fmt.Errorf("laguna: num_experts_per_tok must be set")
-	}
-	if p.MoEIntermediateSize == 0 {
-		return fmt.Errorf("laguna: moe_intermediate_size must be set")
-	}
-	if p.SharedExpertIntermediateSize == 0 {
-		return fmt.Errorf("laguna: shared_expert_intermediate_size must be set")
-	}
-
-	if len(p.LayerTypes) > 0 && len(p.LayerTypes) != int(p.NumHiddenLayers) {
-		return fmt.Errorf("laguna: layer_types has %d entries, expected %d", len(p.LayerTypes), p.NumHiddenLayers)
-	}
-	for i, layerType := range p.LayerTypes {
-		if !lagunaLayerIsGlobal(layerType) && !lagunaLayerIsSliding(layerType) {
-			return fmt.Errorf("laguna: unsupported layer_types[%d]=%q", i, layerType)
-		}
-	}
-	if len(p.NumAttentionHeadsPerLayer) > 0 && len(p.NumAttentionHeadsPerLayer) != int(p.NumHiddenLayers) {
-		return fmt.Errorf("laguna: num_attention_heads_per_layer has %d entries, expected %d", len(p.NumAttentionHeadsPerLayer), p.NumHiddenLayers)
-	}
-	if len(p.NumAttentionHeadsPerLayer) == 0 && p.NumAttentionHeads == 0 {
-		return fmt.Errorf("laguna: num_attention_heads or num_attention_heads_per_layer must be set")
-	}
-	for i, heads := range p.NumAttentionHeadsPerLayer {
-		if heads == 0 {
-			return fmt.Errorf("laguna: num_attention_heads_per_layer[%d] must be non-zero", i)
-		}
-	}
-
-	return nil
-}
-
-func (p *lagunaModel) numHeadsForLayer(layer uint32) uint32 {
-	if len(p.NumAttentionHeadsPerLayer) > int(layer) && p.NumAttentionHeadsPerLayer[layer] > 0 {
-		return p.NumAttentionHeadsPerLayer[layer]
-	}
-	return p.NumAttentionHeads
-}
-
-func (p *lagunaModel) layerUsesMoE(layer uint32) bool {
-	for _, denseLayer := range p.MLPOnlyLayers {
-		if denseLayer == layer {
-			return false
-		}
-	}
-	step := cmp.Or(p.DecoderSparseStep, uint32(1))
-	return p.NumExperts > 0 && (layer+1)%step == 0
-}
-
-func (p *lagunaModel) Replacements() []string {
-	return []string{
-		"lm_head", "output",
-		"model.embed_tokens", "token_embd",
-		"model.norm", "output_norm",
-		"model.layers", "blk",
-		"input_layernorm", "attn_norm",
-		"post_attention_layernorm", "ffn_norm",
-		"self_attn.q_proj", "attn_q",
-		"self_attn.k_proj", "attn_k",
-		"self_attn.v_proj", "attn_v",
-		"self_attn.o_proj", "attn_output",
-		"self_attn.g_proj", "attn_g",
-		"self_attn.q_norm", "attn_q_norm",
-		"self_attn.k_norm", "attn_k_norm",
-		"mlp.gate_proj", "ffn_gate",
-		"mlp.up_proj", "ffn_up",
-		"mlp.down_proj", "ffn_down",
-		"mlp.gate.weight", "ffn_gate_inp.weight",
-		"mlp.experts.e_score_correction_bias", "exp_probs_b.bias",
-		"mlp.shared_expert.gate_proj", "ffn_gate_shexp",
-		"mlp.shared_expert.up_proj", "ffn_up_shexp",
-		"mlp.shared_expert.down_proj", "ffn_down_shexp",
-		"mlp.experts.*.gate_proj", "ffn_gate_exps",
-		"mlp.experts.*.up_proj", "ffn_up_exps",
-		"mlp.experts.*.down_proj", "ffn_down_exps",
-	}
-}
-
-func (p *lagunaModel) Tensors(ts []Tensor) []*ggml.Tensor {
-	// Current Laguna drops store routed MoE experts as separate per-expert
-	// tensors. GGUF stores each projection as one stacked tensor. If future
-	// drops change expert naming or layout, update these patterns with a
-	// focused conversion test using the new tensor names.
-	merges := make([]merge, 0, p.NumHiddenLayers*3)
-	for i := range p.NumHiddenLayers {
-		merges = append(merges,
-			merge{
-				fmt.Sprintf("blk.%d.mlp.experts.*.gate_proj.weight", i),
-				fmt.Sprintf("blk.%d.ffn_gate_exps.weight", i),
-			},
-			merge{
-				fmt.Sprintf("blk.%d.mlp.experts.*.up_proj.weight", i),
-				fmt.Sprintf("blk.%d.ffn_up_exps.weight", i),
-			},
-			merge{
-				fmt.Sprintf("blk.%d.mlp.experts.*.down_proj.weight", i),
-				fmt.Sprintf("blk.%d.ffn_down_exps.weight", i),
-			},
-		)
-	}
-
-	out, rest := mergeTensors(ts, merges...)
-	for _, t := range rest {
-		out = append(out, &ggml.Tensor{
-			Name:     t.Name(),
-			Kind:     t.Kind(),
-			Shape:    t.Shape(),
-			WriterTo: t,
-		})
-	}
-	return out
-}
-
-func (p *lagunaModel) specialTokenTypes() []string {
-	return []string{"bos", "eos", "pad", "unk"}
-}
-
-func lagunaLayerIsSliding(layerType string) bool {
-	return strings.EqualFold(layerType, "sliding_attention")
-}
-
-func lagunaLayerIsGlobal(layerType string) bool {
-	return strings.EqualFold(layerType, "full_attention") || strings.EqualFold(layerType, "global_attention")
-}
-
-func lagunaLeadingDensePrefix(layers []uint32) (uint32, bool) {
-	for i, v := range layers {
-		if v != uint32(i) {
-			return 0, false
-		}
-	}
-	return uint32(len(layers)), true
-}
-
-func lagunaDenseLayers(mlpOnlyLayers []uint32, mlpLayerTypes []string) ([]uint32, error) {
-	if len(mlpOnlyLayers) > 0 {
-		return mlpOnlyLayers, nil
-	}
-	if len(mlpLayerTypes) == 0 {
-		return nil, nil
-	}
-
-	denseLayers := make([]uint32, 0, len(mlpLayerTypes))
-	for i, layerType := range mlpLayerTypes {
-		switch {
-		case strings.EqualFold(layerType, "dense"):
-			denseLayers = append(denseLayers, uint32(i))
-		case strings.EqualFold(layerType, "sparse"):
-		default:
-			return nil, fmt.Errorf("laguna: unsupported mlp_layer_types[%d]=%q", i, layerType)
-		}
-	}
-	return denseLayers, nil
-}
-
-func lagunaMoeGatingFunc(useSigmoid bool) uint32 {
-	if useSigmoid {
-		return lagunaGatingFuncSigmoid
-	}
-	return lagunaGatingFuncSoftmax
-}
-
-func lagunaAttentionFactor(ropeType string, scaleFactor, attentionFactor float32) float32 {
-	if attentionFactor != 0 {
-		return attentionFactor
-	}
-	if strings.EqualFold(ropeType, "yarn") && scaleFactor > 1 {
-		return float32(0.1*math.Log(float64(scaleFactor)) + 1)
-	}
-	return 1
-}
-
-func lagunaRopeDim(headDim uint32, partialRotaryFactor float32) uint32 {
-	if headDim == 0 {
-		return 0
-	}
-	dim := uint32(float32(headDim) * partialRotaryFactor)
-	if dim == 0 || dim > headDim {
-		dim = headDim
-	}
-	if dim%2 != 0 {
-		dim--
-	}
-	if dim == 0 {
-		return headDim
-	}
-	return dim
-}
-
-var (
-	_ ModelConverter = (*lagunaModel)(nil)
-	_ moreParser     = (*lagunaModel)(nil)
-)

convert/convert_laguna_test.go

@@ -1,450 +0,0 @@
-package convert
-
-import (
-	"encoding/json"
-	"fmt"
-	"io"
-	"math"
-	"strings"
-	"testing"
-
-	"github.com/google/go-cmp/cmp"
-
-	"github.com/ollama/ollama/fs/ggml"
-)
-
-type lagunaTestTensor struct {
-	tensorBase
-}
-
-func newLagunaTestTensor(name string, shape ...uint64) Tensor {
-	return &lagunaTestTensor{tensorBase: tensorBase{name: name, shape: shape}}
-}
-
-func (t *lagunaTestTensor) WriteTo(io.Writer) (int64, error) {
-	return 0, nil
-}
-
-func (t *lagunaTestTensor) Clone() Tensor {
-	return &lagunaTestTensor{tensorBase: tensorBase{
-		name:  t.name,
-		shape: append([]uint64(nil), t.shape...),
-	}}
-}
-
-func TestLagunaReplacements(t *testing.T) {
-	p := lagunaModel{}
-	r := strings.NewReplacer(p.Replacements()...)
-
-	tests := []struct {
-		name string
-		in   string
-		want string
-	}{
-		{"embed", "model.embed_tokens.weight", "token_embd.weight"},
-		{"final_norm", "model.norm.weight", "output_norm.weight"},
-		{"lm_head", "lm_head.weight", "output.weight"},
-		{"block prefix", "model.layers.7.input_layernorm.weight", "blk.7.attn_norm.weight"},
-		{"q", "model.layers.3.self_attn.q_proj.weight", "blk.3.attn_q.weight"},
-		{"k", "model.layers.3.self_attn.k_proj.weight", "blk.3.attn_k.weight"},
-		{"v", "model.layers.3.self_attn.v_proj.weight", "blk.3.attn_v.weight"},
-		{"o", "model.layers.3.self_attn.o_proj.weight", "blk.3.attn_output.weight"},
-		{"g", "model.layers.3.self_attn.g_proj.weight", "blk.3.attn_g.weight"},
-		{"q_norm", "model.layers.3.self_attn.q_norm.weight", "blk.3.attn_q_norm.weight"},
-		{"k_norm", "model.layers.3.self_attn.k_norm.weight", "blk.3.attn_k_norm.weight"},
-		{"post_attn_norm", "model.layers.3.post_attention_layernorm.weight", "blk.3.ffn_norm.weight"},
-		{"dense gate", "model.layers.0.mlp.gate_proj.weight", "blk.0.ffn_gate.weight"},
-		{"dense up", "model.layers.0.mlp.up_proj.weight", "blk.0.ffn_up.weight"},
-		{"dense down", "model.layers.0.mlp.down_proj.weight", "blk.0.ffn_down.weight"},
-		{"shexp gate", "model.layers.5.mlp.shared_expert.gate_proj.weight", "blk.5.ffn_gate_shexp.weight"},
-		{"shexp up", "model.layers.5.mlp.shared_expert.up_proj.weight", "blk.5.ffn_up_shexp.weight"},
-		{"shexp down", "model.layers.5.mlp.shared_expert.down_proj.weight", "blk.5.ffn_down_shexp.weight"},
-		{"router", "model.layers.5.mlp.gate.weight", "blk.5.ffn_gate_inp.weight"},
-		{"score bias", "model.layers.5.mlp.experts.e_score_correction_bias", "blk.5.exp_probs_b.bias"},
-	}
-
-	for _, tc := range tests {
-		t.Run(tc.name, func(t *testing.T) {
-			if got := r.Replace(tc.in); got != tc.want {
-				t.Errorf("Replace(%q) = %q, want %q", tc.in, got, tc.want)
-			}
-		})
-	}
-}
-
-func TestLagunaValidateRejectsUnsupportedVariants(t *testing.T) {
-	base := validLagunaTestModel()
-	tests := []struct {
-		name string
-		edit func(*lagunaModel)
-		want string
-	}{
-		{
-			name: "per-element gating",
-			edit: func(m *lagunaModel) {
-				m.Gating = "per-element"
-			},
-			want: "unsupported attention gating",
-		},
-		{
-			name: "attention sinks",
-			edit: func(m *lagunaModel) {
-				m.SwaAttentionSinkEnabled = true
-			},
-			want: "swa_attention_sink_enabled=true",
-		},
-		{
-			name: "qk norm disabled",
-			edit: func(m *lagunaModel) {
-				m.QKNormType = "none"
-			},
-			want: "unsupported qk_norm_type",
-		},
-		{
-			name: "softmax moe",
-			edit: func(m *lagunaModel) {
-				m.MoERouterUseSigmoid = false
-			},
-			want: "moe_router_use_sigmoid=false",
-		},
-		{
-			name: "router weight on input",
-			edit: func(m *lagunaModel) {
-				m.MoEApplyRouterWeightOnInput = true
-			},
-			want: "moe_apply_router_weight_on_input=true",
-		},
-		{
-			name: "unknown layer type",
-			edit: func(m *lagunaModel) {
-				m.LayerTypes[1] = "local_attention"
-			},
-			want: "unsupported layer_types[1]",
-		},
-		{
-			name: "nonstandard dense layout",
-			edit: func(m *lagunaModel) {
-				m.MLPOnlyLayers = []uint32{0, 3}
-			},
-			want: "unsupported mlp_only_layers",
-		},
-	}
-
-	for _, tc := range tests {
-		t.Run(tc.name, func(t *testing.T) {
-			m := base
-			m.LayerTypes = append([]string(nil), base.LayerTypes...)
-			m.NumAttentionHeadsPerLayer = append([]uint32(nil), base.NumAttentionHeadsPerLayer...)
-			m.MLPOnlyLayers = append([]uint32(nil), base.MLPOnlyLayers...)
-			tc.edit(&m)
-			err := m.validate()
-			if err == nil || !strings.Contains(err.Error(), tc.want) {
-				t.Fatalf("validate() error = %v, want substring %q", err, tc.want)
-			}
-		})
-	}
-}
-
-func TestLagunaGAConfigNormalizesBoolGatingAndNestedRope(t *testing.T) {
-	var m lagunaModel
-	if err := json.Unmarshal([]byte(`{
-		"architectures": ["LagunaForCausalLM"],
-		"num_hidden_layers": 1,
-		"hidden_size": 8,
-		"num_attention_heads": 2,
-		"num_key_value_heads": 1,
-		"head_dim": 4,
-		"gating": true,
-		"num_experts": 2,
-		"num_experts_per_tok": 1,
-		"moe_intermediate_size": 4,
-		"shared_expert_intermediate_size": 4,
-		"decoder_sparse_step": 1,
-		"mlp_layer_types": ["dense"],
-		"rope_parameters": {
-			"full_attention": {
-				"rope_theta": 500000,
-				"rope_type": "yarn",
-				"factor": 32,
-				"original_max_position_embeddings": 4096,
-				"beta_fast": 64,
-				"beta_slow": 1,
-				"attention_factor": 1,
-				"partial_rotary_factor": 0.5
-			},
-			"sliding_attention": {
-				"rope_theta": 10000,
-				"rope_type": "default",
-				"partial_rotary_factor": 1
-			}
-		}
-	}`), &m); err != nil {
-		t.Fatalf("json.Unmarshal() error = %v", err)
-	}
-
-	if err := m.validate(); err != nil {
-		t.Fatalf("validate() error = %v", err)
-	}
-	if m.Gating != "true" {
-		t.Fatalf("Gating = %q, want raw true marker", m.Gating)
-	}
-	if !m.Gating.perHead() {
-		t.Fatal("expected bool gating to normalize as per-head support")
-	}
-	if m.QKNormType != "rmsnorm" {
-		t.Fatalf("QKNormType = %q, want rmsnorm default", m.QKNormType)
-	}
-	if !m.MoERouterUseSigmoid {
-		t.Fatal("MoERouterUseSigmoid should default true")
-	}
-	if !m.NormTopKProb {
-		t.Fatal("NormTopKProb should default true")
-	}
-	if diff := cmp.Diff(m.MLPOnlyLayers, []uint32{0}); diff != "" {
-		t.Fatalf("MLPOnlyLayers mismatch (-got +want):\n%s", diff)
-	}
-	if m.RopeParameters.RopeTheta != 500000 || m.RopeParameters.PartialRotaryFactor != 0.5 {
-		t.Fatalf("full rope = %#v, want theta=500000 partial=0.5", m.RopeParameters)
-	}
-	if m.SwaRopeParameters.RopeTheta != 10000 || m.SwaRopeParameters.PartialRotaryFactor != 1 {
-		t.Fatalf("swa rope = %#v, want theta=10000 partial=1", m.SwaRopeParameters)
-	}
-}
-
-func validLagunaTestModel() lagunaModel {
-	return lagunaModel{
-		ModelParameters: ModelParameters{
-			VocabSize: 32,
-		},
-		NumHiddenLayers:              2,
-		HiddenSize:                   8,
-		IntermediateSize:             16,
-		NumAttentionHeads:            2,
-		NumKeyValueHeads:             1,
-		HeadDim:                      4,
-		RMSNormEPS:                   1e-6,
-		MaxPositionEmbeddings:        4096,
-		SlidingWindow:                512,
-		Gating:                       "per-head",
-		QKNormType:                   "rmsnorm",
-		LayerTypes:                   []string{"global_attention", "sliding_attention"},
-		NumAttentionHeadsPerLayer:    []uint32{2, 2},
-		NumExperts:                   2,
-		NumExpertsPerTok:             1,
-		MoEIntermediateSize:          4,
-		SharedExpertIntermediateSize: 4,
-		NormTopKProb:                 true,
-		MoeRoutedScalingFactor:       2.5,
-		MoERouterUseSigmoid:          true,
-		DecoderSparseStep:            1,
-		MLPOnlyLayers:                []uint32{0},
-	}
-}
-
-func validLagunaTestTensors(m lagunaModel) []Tensor {
-	ts := []Tensor{
-		newLagunaTestTensor("token_embd.weight", uint64(m.VocabSize), uint64(m.HiddenSize)),
-		newLagunaTestTensor("output_norm.weight", uint64(m.HiddenSize)),
-	}
-
-	for layer := range m.NumHiddenLayers {
-		prefix := fmt.Sprintf("blk.%d", layer)
-		heads := uint64(m.numHeadsForLayer(layer))
-		attnWidth := heads * uint64(m.HeadDim)
-		kvWidth := uint64(m.NumKeyValueHeads * m.HeadDim)
-		ts = append(ts,
-			newLagunaTestTensor(prefix+".attn_norm.weight", uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".ffn_norm.weight", uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".attn_q.weight", attnWidth, uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".attn_k.weight", kvWidth, uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".attn_v.weight", kvWidth, uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".attn_output.weight", uint64(m.HiddenSize), attnWidth),
-			newLagunaTestTensor(prefix+".attn_g.weight", heads, uint64(m.HiddenSize)),
-			newLagunaTestTensor(prefix+".attn_q_norm.weight", uint64(m.HeadDim)),
-			newLagunaTestTensor(prefix+".attn_k_norm.weight", uint64(m.HeadDim)),
-		)
-
-		if m.layerUsesMoE(layer) {
-			ts = append(ts,
-				newLagunaTestTensor(prefix+".ffn_gate_inp.weight", uint64(m.NumExperts), uint64(m.HiddenSize)),
-				newLagunaTestTensor(prefix+".exp_probs_b.bias", uint64(m.NumExperts)),
-				newLagunaTestTensor(prefix+".ffn_gate_shexp.weight", uint64(m.SharedExpertIntermediateSize), uint64(m.HiddenSize)),
-				newLagunaTestTensor(prefix+".ffn_up_shexp.weight", uint64(m.SharedExpertIntermediateSize), uint64(m.HiddenSize)),
-				newLagunaTestTensor(prefix+".ffn_down_shexp.weight", uint64(m.HiddenSize), uint64(m.SharedExpertIntermediateSize)),
-			)
-			for expert := range m.NumExperts {
-				ts = append(ts,
-					newLagunaTestTensor(fmt.Sprintf("%s.mlp.experts.%d.gate_proj.weight", prefix, expert), uint64(m.MoEIntermediateSize), uint64(m.HiddenSize)),
-					newLagunaTestTensor(fmt.Sprintf("%s.mlp.experts.%d.up_proj.weight", prefix, expert), uint64(m.MoEIntermediateSize), uint64(m.HiddenSize)),
-					newLagunaTestTensor(fmt.Sprintf("%s.mlp.experts.%d.down_proj.weight", prefix, expert), uint64(m.HiddenSize), uint64(m.MoEIntermediateSize)),
-				)
-			}
-		} else {
-			ts = append(ts,
-				newLagunaTestTensor(prefix+".ffn_gate.weight", uint64(m.IntermediateSize), uint64(m.HiddenSize)),
-				newLagunaTestTensor(prefix+".ffn_up.weight", uint64(m.IntermediateSize), uint64(m.HiddenSize)),
-				newLagunaTestTensor(prefix+".ffn_down.weight", uint64(m.HiddenSize), uint64(m.IntermediateSize)),
-			)
-		}
-	}
-
-	return ts
-}
-
-func TestLagunaTensorsMergeRoutedExperts(t *testing.T) {
-	m := validLagunaTestModel()
-	out := m.Tensors(validLagunaTestTensors(m))
-
-	tensors := make(map[string]*ggml.Tensor, len(out))
-	for _, t := range out {
-		tensors[t.Name] = t
-	}
-
-	tests := map[string][]uint64{
-		"blk.1.ffn_gate_exps.weight": {uint64(m.NumExperts), uint64(m.MoEIntermediateSize), uint64(m.HiddenSize)},
-		"blk.1.ffn_up_exps.weight":   {uint64(m.NumExperts), uint64(m.MoEIntermediateSize), uint64(m.HiddenSize)},
-		"blk.1.ffn_down_exps.weight": {uint64(m.NumExperts), uint64(m.HiddenSize), uint64(m.MoEIntermediateSize)},
-	}
-	for name, wantShape := range tests {
-		tensor, ok := tensors[name]
-		if !ok {
-			t.Fatalf("missing merged tensor %q", name)
-		}
-		if diff := cmp.Diff(wantShape, tensor.Shape); diff != "" {
-			t.Fatalf("%s shape mismatch (-want +got):\n%s", name, diff)
-		}
-	}
-
-	for expert := range m.NumExperts {
-		name := fmt.Sprintf("blk.1.mlp.experts.%d.gate_proj.weight", expert)
-		if _, ok := tensors[name]; ok {
-			t.Fatalf("unexpected unmerged expert tensor %q", name)
-		}
-	}
-}
-
-func TestLagunaKVShape(t *testing.T) {
-	m := lagunaModel{
-		NumHiddenLayers:              4,
-		HiddenSize:                   128,
-		IntermediateSize:             256,
-		NumAttentionHeads:            8,
-		NumKeyValueHeads:             4,
-		HeadDim:                      16,
-		RMSNormEPS:                   1e-6,
-		MaxPositionEmbeddings:        4096,
-		SlidingWindow:                512,
-		PartialRotaryFactor:          0.5,
-		Gating:                       "per-head",
-		QKNormType:                   "rmsnorm",
-		LayerTypes:                   []string{"full_attention", "sliding_attention", "sliding_attention", "sliding_attention"},
-		NumAttentionHeadsPerLayer:    []uint32{8, 16, 16, 16},
-		NumExperts:                   32,
-		NumExpertsPerTok:             4,
-		MoEIntermediateSize:          64,
-		SharedExpertIntermediateSize: 64,
-		NormTopKProb:                 true,
-		MoeRoutedScalingFactor:       2.5,
-		MoERouterUseSigmoid:          true,
-		DecoderSparseStep:            1,
-		MLPOnlyLayers:                []uint32{0},
-	}
-	m.RopeParameters.RopeTheta = 500000
-	m.RopeParameters.RopeType = "yarn"
-	m.RopeParameters.Factor = 32
-	m.RopeParameters.OriginalMaxPositionEmbeddings = 4096
-	m.RopeParameters.BetaFast = 64
-	m.RopeParameters.BetaSlow = 1
-	m.SwaRopeParameters.RopeTheta = 10000
-	m.SwaRopeParameters.RopeType = "linear"
-	m.SwaRopeParameters.Factor = 1
-	m.SwaRopeParameters.PartialRotaryFactor = 1
-
-	kv := m.KV(&Tokenizer{Vocabulary: &Vocabulary{}, Template: "{% include 'chat_template.jinja' %}"})
-	required := []string{
-		"general.architecture",
-		"tokenizer.ggml.pre",
-		"laguna.block_count",
-		"laguna.context_length",
-		"laguna.embedding_length",
-		"laguna.feed_forward_length",
-		"laguna.attention.head_count",
-		"laguna.attention.head_count_kv",
-		"laguna.attention.key_length",
-		"laguna.attention.value_length",
-		"laguna.attention.layer_norm_rms_epsilon",
-		"laguna.attention.sliding_window",
-		"laguna.attention.layer_types",
-		"laguna.attention.sliding_window_pattern",
-		"laguna.attention.gating_type",
-		"laguna.attention.qk_norm",
-		"laguna.expert_count",
-		"laguna.expert_used_count",
-		"laguna.expert_feed_forward_length",
-		"laguna.expert_shared_feed_forward_length",
-		"laguna.expert_shared_count",
-		"laguna.expert_weights_norm",
-		"laguna.expert_weights_scale",
-		"laguna.expert_gating_func",
-		"laguna.leading_dense_block_count",
-		"laguna.dense_layers",
-		"laguna.rope.freq_base",
-		"laguna.rope.scaling.type",
-		"laguna.rope.scaling.factor",
-		"laguna.rope.partial_rotary_factor",
-		"laguna.rope.swa.freq_base",
-		"laguna.rope.swa.scaling.type",
-		"laguna.rope.dimension_count",
-		"laguna.rope.swa.dimension_count",
-	}
-	for _, k := range required {
-		if _, ok := kv[k]; !ok {
-			t.Errorf("missing required KV: %s", k)
-		}
-	}
-
-	if got := kv["general.architecture"]; got != "laguna" {
-		t.Errorf("architecture = %v, want laguna", got)
-	}
-	if got := kv["tokenizer.ggml.add_bos_token"]; got != false {
-		t.Errorf("tokenizer.ggml.add_bos_token = %v, want false", got)
-	}
-	if _, ok := kv["tokenizer.chat_template"]; ok {
-		t.Fatal("tokenizer.chat_template should be omitted for Laguna")
-	}
-	if got := kv["laguna.expert_gating_func"]; got != lagunaGatingFuncSigmoid {
-		t.Errorf("expert_gating_func = %v, want sigmoid(%d)", got, lagunaGatingFuncSigmoid)
-	}
-	if got := kv["laguna.leading_dense_block_count"]; got != uint32(1) {
-		t.Errorf("leading_dense_block_count = %v, want 1", got)
-	}
-	if got := kv["laguna.rope.dimension_count"]; got != uint32(8) {
-		t.Errorf("rope.dimension_count = %v, want 8", got)
-	}
-	if got := kv["laguna.rope.swa.dimension_count"]; got != uint32(16) {
-		t.Errorf("rope.swa.dimension_count = %v, want 16", got)
-	}
-	if got, ok := kv["laguna.attention.layer_types"].([]uint32); !ok || len(got) != 4 || got[0] != 0 || got[1] != 1 || got[2] != 1 || got[3] != 1 {
-		t.Fatalf("layer_types = %#v, want [0 1 1 1]", kv["laguna.attention.layer_types"])
-	}
-	if got, ok := kv["laguna.attention.sliding_window_pattern"].([]bool); !ok || len(got) != 4 || got[0] || !got[1] || !got[2] || !got[3] {
-		t.Fatalf("sliding_window_pattern = %#v, want [false true true true]", kv["laguna.attention.sliding_window_pattern"])
-	}
-}
-
-func TestLagunaKVYarnAttentionFactorFallback(t *testing.T) {
-	m := validLagunaTestModel()
-	m.RopeParameters.RopeType = "yarn"
-	m.RopeParameters.Factor = 32
-
-	kv := m.KV(&Tokenizer{Vocabulary: &Vocabulary{}})
-	got, ok := kv["laguna.rope.scaling.attn_factor"].(float32)
-	if !ok {
-		t.Fatalf("attn_factor type = %T, want float32", kv["laguna.rope.scaling.attn_factor"])
-	}
-
-	want := float32(0.1*math.Log(32) + 1)
-	if diff := math.Abs(float64(got - want)); diff > 1e-6 {
-		t.Fatalf("attn_factor = %v, want %v", got, want)
-	}
-}

convert/convert_nemotron_h.go

@@ -3,7 +3,6 @@ package convert
 import (
 	"cmp"
 	"encoding/json"
-	"errors"
 	"fmt"
 	"io/fs"
 	"math"
@@ -70,415 +69,7 @@ type nemotronHModel struct {
 	ExpertGroupUsedCount        uint32  `json:"topk_group"`
 }
 
-type nemotronHNanoVLModel struct {
-	ModelParameters
-	MaxSequenceLength   uint32         `json:"max_sequence_length"`
-	ForceImageSize      uint32         `json:"force_image_size"`
-	DownsampleRatio     float32        `json:"downsample_ratio"`
-	PatchSize           uint32         `json:"patch_size"`
-	UseThumbnail        *bool          `json:"use_thumbnail"`
-	ImgContextTokenID   uint32         `json:"img_context_token_id"`
-	ImgContextToken     string         `json:"img_context_token"`
-	ImgStartToken       string         `json:"img_start_token"`
-	ImgEndToken         string         `json:"img_end_token"`
-	VitHiddenSize       uint32         `json:"vit_hidden_size"`
-	ProjectorHidden     uint32         `json:"projector_hidden_size"`
-	SoundContextTokenID uint32         `json:"sound_context_token_id"`
-	SoundContextToken   string         `json:"sound_context_token"`
-	NormMean            []float32      `json:"norm_mean"`
-	NormStd             []float32      `json:"norm_std"`
-	VisionConfig        radioConfig    `json:"vision_config"`
-	SoundConfig         soundConfig    `json:"sound_config"`
-	LLMConfig           nemotronHModel `json:"llm_config"`
-	Preprocessor        struct {
-		ImageSize       uint32    `json:"image_size"`
-		PatchSize       uint32    `json:"patch_size"`
-		DownsampleRatio float32   `json:"downsample_ratio"`
-		MaxNumTiles     uint32    `json:"max_num_tiles"`
-		UseThumbnail    *bool     `json:"use_thumbnail"`
-		NormMean        []float32 `json:"norm_mean"`
-		NormStd         []float32 `json:"norm_std"`
-	}
-}
-
-type soundConfig struct {
-	ModelType                 string `json:"model_type"`
-	HiddenSize                uint32 `json:"hidden_size"`
-	NumAttentionHeads         uint32 `json:"num_attention_heads"`
-	NumHiddenLayers           uint32 `json:"num_hidden_layers"`
-	IntermediateSize          uint32 `json:"intermediate_size"`
-	ConvKernelSize            uint32 `json:"conv_kernel_size"`
-	SubsamplingConvChannels   uint32 `json:"subsampling_conv_channels"`
-	SubsamplingConvKernelSize uint32 `json:"subsampling_conv_kernel_size"`
-	SubsamplingConvStride     uint32 `json:"subsampling_conv_stride"`
-	SubsamplingFactor         uint32 `json:"subsampling_factor"`
-	NumMelBins                uint32 `json:"num_mel_bins"`
-	ProjectionHiddenSize      uint32 `json:"projection_hidden_size"`
-	SamplingRate              uint32 `json:"sampling_rate"`
-	ScaleInput                bool   `json:"scale_input"`
-}
-
-type radioConfig struct {
-	Version               string `json:"version"`
-	PatchSize             uint32 `json:"patch_size"`
-	MaxResolution         uint32 `json:"max_resolution"`
-	MinNumPatches         uint32 `json:"min_num_patches"`
-	MaxNumPatches         uint32 `json:"max_num_patches"`
-	SeparateVideoEmbedder bool   `json:"separate_video_embedder"`
-	Args                  struct {
-		MinNumPatches uint32 `json:"min_num_patches"`
-		MaxNumPatches uint32 `json:"max_num_patches"`
-	} `json:"args"`
-}
-
 var _ ModelConverter = (*nemotronHModel)(nil)
-var _ ModelConverter = (*nemotronHNanoVLModel)(nil)
-
-func (n *nemotronHNanoVLModel) parseMore(fsys fs.FS) error {
-	if n.MaxSequenceLength > 0 {
-		n.LLMConfig.MaxPositionEmbeddings = n.MaxSequenceLength
-	}
-
-	if err := n.LLMConfig.parseMore(fsys); err != nil {
-		return err
-	}
-
-	if bts, err := fs.ReadFile(fsys, "preprocessor_config.json"); err == nil {
-		if err := json.Unmarshal(bts, &n.Preprocessor); err != nil {
-			return fmt.Errorf("nemotron_h_omni: parse preprocessor_config.json: %w", err)
-		}
-	} else if !errors.Is(err, fs.ErrNotExist) {
-		return err
-	}
-
-	if version := strings.TrimSpace(n.VisionConfig.Version); version != "" && version != "radio_v2.5-h" {
-		return fmt.Errorf("nemotron_h_omni: unsupported RADIO version %q", version)
-	}
-	if patchSize := n.visionPatchSize(); patchSize != 16 {
-		return fmt.Errorf("nemotron_h_omni: unsupported vision patch_size=%d", patchSize)
-	}
-	if scale := n.visionProjectorScaleFactor(); scale != 2 {
-		return fmt.Errorf("nemotron_h_omni: unsupported vision projector scale factor=%d", scale)
-	}
-
-	if n.SoundConfig.NumHiddenLayers > 0 {
-		if modelType := strings.TrimSpace(n.SoundConfig.ModelType); modelType != "" && modelType != "parakeet" {
-			return fmt.Errorf("nemotron_h_omni: unsupported sound model_type %q", modelType)
-		}
-		if n.soundHiddenSize() == 0 {
-			return fmt.Errorf("nemotron_h_omni: sound hidden_size must be set")
-		}
-		if n.soundAttentionHeads() == 0 {
-			return fmt.Errorf("nemotron_h_omni: sound num_attention_heads must be set")
-		}
-		if n.soundSubsamplingFactor() != 8 {
-			return fmt.Errorf("nemotron_h_omni: unsupported sound subsampling_factor=%d", n.soundSubsamplingFactor())
-		}
-		if n.soundMelBins() != 128 {
-			return fmt.Errorf("nemotron_h_omni: unsupported sound num_mel_bins=%d", n.soundMelBins())
-		}
-	}
-
-	return nil
-}
-
-func (n *nemotronHNanoVLModel) KV(t *Tokenizer) KV {
-	kv := n.LLMConfig.KV(t)
-	kv["general.architecture"] = "nemotron_h_omni"
-
-	kv["vision.block_count"] = n.visionBlockCount()
-	kv["vision.embedding_length"] = n.visionEmbeddingLength()
-	kv["vision.feed_forward_length"] = n.visionFeedForwardLength()
-	kv["vision.attention.head_count"] = n.visionAttentionHeads()
-	kv["vision.attention.layer_norm_epsilon"] = float32(1e-6)
-	kv["vision.patch_size"] = n.visionPatchSize()
-	kv["vision.image_size"] = n.visionImageSize()
-	kv["vision.max_tiles"] = n.visionMaxTiles()
-	kv["vision.use_thumbnail"] = n.visionUseThumbnail()
-	if minPatches := n.visionMinNumPatches(); minPatches > 0 {
-		kv["vision.min_num_patches"] = minPatches
-	}
-	if maxPatches := n.visionMaxNumPatches(); maxPatches > 0 {
-		kv["vision.max_num_patches"] = maxPatches
-	}
-	kv["vision.num_channels"] = uint32(3)
-	kv["vision.image_mean"] = slices.Clone(defaultFloat32Slice(n.visionMean(), imageNetStandardMean))
-	kv["vision.image_std"] = slices.Clone(defaultFloat32Slice(n.visionStd(), imageNetStandardSTD))
-	kv["vision.projector.scale_factor"] = n.visionProjectorScaleFactor()
-
-	setTokenID := func(key string, explicit uint32, token string) {
-		if explicit > 0 {
-			kv[key] = explicit
-			return
-		}
-		if t == nil || t.Vocabulary == nil {
-			return
-		}
-		for i, v := range t.Vocabulary.Tokens {
-			if v == token {
-				kv[key] = uint32(i)
-				return
-			}
-		}
-	}
-
-	setTokenID("vision.image_token_id", n.ImgContextTokenID, cmp.Or(n.ImgContextToken, "<image>"))
-	setTokenID("vision.image_start_token_id", 0, cmp.Or(n.ImgStartToken, "<img>"))
-	setTokenID("vision.image_end_token_id", 0, cmp.Or(n.ImgEndToken, "</img>"))
-
-	if n.SoundConfig.NumHiddenLayers > 0 {
-		kv["audio.block_count"] = n.SoundConfig.NumHiddenLayers
-		kv["audio.embedding_length"] = n.soundHiddenSize()
-		kv["audio.feed_forward_length"] = n.soundFeedForwardLength()
-		kv["audio.attention.head_count"] = n.soundAttentionHeads()
-		kv["audio.attention.layer_norm_epsilon"] = float32(1e-5)
-		kv["audio.conv_kernel_size"] = n.soundConvKernelSize()
-		kv["audio.num_mel_bins"] = n.soundMelBins()
-		kv["audio.sample_rate"] = n.soundSampleRate()
-		kv["audio.subsampling_factor"] = n.soundSubsamplingFactor()
-		kv["audio.subsampling_conv_channels"] = n.soundSubsamplingConvChannels()
-		kv["audio.subsampling_conv_kernel_size"] = n.soundSubsamplingConvKernelSize()
-		kv["audio.subsampling_conv_stride"] = n.soundSubsamplingConvStride()
-		kv["audio.projection_hidden_size"] = n.soundProjectionHiddenSize()
-		kv["audio.scale_input"] = n.SoundConfig.ScaleInput
-		setTokenID("audio.sound_token_id", n.SoundContextTokenID, cmp.Or(n.SoundContextToken, "<so_embedding>"))
-	}
-
-	return kv
-}
-
-func (n *nemotronHNanoVLModel) Tensors(ts []Tensor) []*ggml.Tensor {
-	var textTensors []Tensor
-	var out []*ggml.Tensor
-
-	for _, t := range ts {
-		switch {
-		case isNemotronHNanoVLOmittedTensor(t.Name()):
-			continue
-		case strings.Contains(t.Name(), ".attn_qkv"):
-			out = append(out, slices.Collect(splitDim(t, 0,
-				split{Replacer: strings.NewReplacer("attn_qkv", "attn_q")},
-				split{Replacer: strings.NewReplacer("attn_qkv", "attn_k")},
-				split{Replacer: strings.NewReplacer("attn_qkv", "attn_v")},
-			))...)
-		case t.Name() == "v.position_embd":
-			shape := t.Shape()
-			if len(shape) == 3 && shape[0] == 1 {
-				shape = shape[1:]
-			}
-			out = append(out, &ggml.Tensor{
-				Name:     t.Name(),
-				Kind:     t.Kind(),
-				Shape:    shape,
-				WriterTo: t,
-			})
-		case strings.HasPrefix(t.Name(), "a.") || strings.HasPrefix(t.Name(), "v.") || strings.HasPrefix(t.Name(), "mm."):
-			name := t.Name()
-			shape := slices.Clone(t.Shape())
-			if strings.HasPrefix(name, "a.blk.") && strings.Contains(name, ".conv_dw.") && strings.HasSuffix(name, ".weight") && len(shape) == 3 {
-				t.SetRepacker(squeezeMiddleDim)
-				shape = []uint64{shape[0], shape[2]}
-			}
-			if strings.HasPrefix(name, "a.blk.") && (strings.Contains(name, ".conv_pw1.") || strings.Contains(name, ".conv_pw2.")) && strings.HasSuffix(name, ".weight") && len(shape) == 3 && shape[2] == 1 {
-				t.SetRepacker(squeezeLastDim)
-				shape = shape[:2]
-			}
-			out = append(out, &ggml.Tensor{
-				Name:     name,
-				Kind:     t.Kind(),
-				Shape:    shape,
-				WriterTo: t,
-			})
-		default:
-			textTensors = append(textTensors, t)
-		}
-	}
-
-	return append(n.LLMConfig.Tensors(textTensors), out...)
-}
-
-func (n *nemotronHNanoVLModel) Replacements() []string {
-	return append([]string{
-		"language_model.", "",
-		"vision_model.radio_model.model.patch_generator.embedder", "v.patch_embd",
-		"vision_model.radio_model.model.patch_generator.pos_embed", "v.position_embd",
-		"vision_model.radio_model.model.patch_generator.cls_token.token", "v.cls_embd",
-		"vision_model.radio_model.model.blocks", "v.blk",
-		"attn.qkv", "attn_qkv",
-		"attn.proj", "attn_out",
-		"mlp.fc1", "ffn_up",
-		"mlp.fc2", "ffn_down",
-		"norm1", "ln1",
-		"norm2", "ln2",
-		"mlp1.0", "mm.norm",
-		"mlp1.1", "mm.1",
-		"mlp1.3", "mm.2",
-		"sound_encoder.encoder.feature_extractor.featurizer.fb", "a.feature_extractor.fb",
-		"sound_encoder.encoder.feature_extractor.featurizer.window", "a.feature_extractor.window",
-		"sound_encoder.encoder.subsampling.layers.0", "a.subsampling.conv0",
-		"sound_encoder.encoder.subsampling.layers.2", "a.subsampling.dw1",
-		"sound_encoder.encoder.subsampling.layers.3", "a.subsampling.pw1",
-		"sound_encoder.encoder.subsampling.layers.5", "a.subsampling.dw2",
-		"sound_encoder.encoder.subsampling.layers.6", "a.subsampling.pw2",
-		"sound_encoder.encoder.subsampling.linear", "a.subsampling.linear",
-		"sound_encoder.encoder.layers", "a.blk",
-		"feed_forward1.linear1", "ffn1_up",
-		"feed_forward1.linear2", "ffn1_down",
-		"feed_forward2.linear1", "ffn2_up",
-		"feed_forward2.linear2", "ffn2_down",
-		"norm_feed_forward1", "ffn1_norm",
-		"norm_feed_forward2", "ffn2_norm",
-		"norm_self_att", "attn_norm",
-		"norm_conv", "conv_norm",
-		"norm_out", "out_norm",
-		"self_attn.q_proj", "attn_q",
-		"self_attn.k_proj", "attn_k",
-		"self_attn.v_proj", "attn_v",
-		"self_attn.o_proj", "attn_out",
-		"self_attn.relative_k_proj", "attn_rel_k",
-		"self_attn.bias_u", "attn_bias_u",
-		"self_attn.bias_v", "attn_bias_v",
-		"conv.pointwise_conv1", "conv_pw1",
-		"conv.pointwise_conv2", "conv_pw2",
-		"conv.depthwise_conv", "conv_dw",
-		"conv.norm", "conv_bn",
-		"sound_projection.norm", "mm.a.norm",
-		"sound_projection.linear1", "mm.a.1",
-		"sound_projection.linear2", "mm.a.2",
-	}, n.LLMConfig.Replacements()...)
-}
-
-func (n *nemotronHNanoVLModel) specialTokenTypes() []string {
-	return n.LLMConfig.specialTokenTypes()
-}
-
-func isNemotronHNanoVLOmittedTensor(name string) bool {
-	return strings.HasSuffix(name, ".conv_bn.num_batches_tracked") ||
-		strings.HasPrefix(name, "vision_model.radio_model.input_conditioner.") ||
-		strings.HasPrefix(name, "vision_model.radio_model.model.patch_generator.video_embedder")
-}
-
-func squeezeLastDim(_ string, data []float32, _ []uint64) ([]float32, error) {
-	return data, nil
-}
-
-func (n *nemotronHNanoVLModel) visionImageSize() uint32 {
-	return cmp.Or(n.ForceImageSize, n.Preprocessor.ImageSize, uint32(512))
-}
-
-func (n *nemotronHNanoVLModel) visionPatchSize() uint32 {
-	return cmp.Or(n.PatchSize, n.Preprocessor.PatchSize, n.VisionConfig.PatchSize, uint32(16))
-}
-
-func (n *nemotronHNanoVLModel) visionProjectorScaleFactor() uint32 {
-	ratio := cmp.Or(n.DownsampleRatio, n.Preprocessor.DownsampleRatio, float32(0.5))
-	if ratio <= 0 {
-		return 2
-	}
-
-	return max(uint32(1), uint32(math.Round(1.0/float64(ratio))))
-}
-
-func (n *nemotronHNanoVLModel) visionBlockCount() uint32 {
-	return 32
-}
-
-func (n *nemotronHNanoVLModel) visionEmbeddingLength() uint32 {
-	return cmp.Or(n.VitHiddenSize, uint32(1280))
-}
-
-func (n *nemotronHNanoVLModel) visionAttentionHeads() uint32 {
-	return 16
-}
-
-func (n *nemotronHNanoVLModel) visionFeedForwardLength() uint32 {
-	return 4 * n.visionEmbeddingLength()
-}
-
-func (n *nemotronHNanoVLModel) visionMaxTiles() uint32 {
-	return cmp.Or(n.Preprocessor.MaxNumTiles, uint32(12))
-}
-
-func (n *nemotronHNanoVLModel) visionMinNumPatches() uint32 {
-	return cmp.Or(n.VisionConfig.MinNumPatches, n.VisionConfig.Args.MinNumPatches)
-}
-
-func (n *nemotronHNanoVLModel) visionMaxNumPatches() uint32 {
-	return cmp.Or(n.VisionConfig.MaxNumPatches, n.VisionConfig.Args.MaxNumPatches)
-}
-
-func (n *nemotronHNanoVLModel) visionUseThumbnail() bool {
-	for _, v := range []*bool{n.UseThumbnail, n.Preprocessor.UseThumbnail} {
-		if v != nil {
-			return *v
-		}
-	}
-
-	return true
-}
-
-func (n *nemotronHNanoVLModel) visionMean() []float32 {
-	if len(n.NormMean) > 0 {
-		return n.NormMean
-	}
-	return n.Preprocessor.NormMean
-}
-
-func (n *nemotronHNanoVLModel) visionStd() []float32 {
-	if len(n.NormStd) > 0 {
-		return n.NormStd
-	}
-	return n.Preprocessor.NormStd
-}
-
-func (n *nemotronHNanoVLModel) soundHiddenSize() uint32 {
-	return cmp.Or(n.SoundConfig.HiddenSize, uint32(1024))
-}
-
-func (n *nemotronHNanoVLModel) soundAttentionHeads() uint32 {
-	return cmp.Or(n.SoundConfig.NumAttentionHeads, uint32(8))
-}
-
-func (n *nemotronHNanoVLModel) soundFeedForwardLength() uint32 {
-	return cmp.Or(n.SoundConfig.IntermediateSize, 4*n.soundHiddenSize())
-}
-
-func (n *nemotronHNanoVLModel) soundConvKernelSize() uint32 {
-	return cmp.Or(n.SoundConfig.ConvKernelSize, uint32(9))
-}
-
-func (n *nemotronHNanoVLModel) soundMelBins() uint32 {
-	return cmp.Or(n.SoundConfig.NumMelBins, uint32(128))
-}
-
-func (n *nemotronHNanoVLModel) soundSampleRate() uint32 {
-	return cmp.Or(n.SoundConfig.SamplingRate, uint32(16000))
-}
-
-func (n *nemotronHNanoVLModel) soundSubsamplingFactor() uint32 {
-	return cmp.Or(n.SoundConfig.SubsamplingFactor, uint32(8))
-}
-
-func (n *nemotronHNanoVLModel) soundSubsamplingConvChannels() uint32 {
-	return cmp.Or(n.SoundConfig.SubsamplingConvChannels, uint32(256))
-}
-
-func (n *nemotronHNanoVLModel) soundSubsamplingConvKernelSize() uint32 {
-	return cmp.Or(n.SoundConfig.SubsamplingConvKernelSize, uint32(3))
-}
-
-func (n *nemotronHNanoVLModel) soundSubsamplingConvStride() uint32 {
-	return cmp.Or(n.SoundConfig.SubsamplingConvStride, uint32(2))
-}
-
-func (n *nemotronHNanoVLModel) soundProjectionHiddenSize() uint32 {
-	return cmp.Or(n.SoundConfig.ProjectionHiddenSize, uint32(4096))
-}
-
-var (
-	imageNetStandardMean = []float32{0.48145466, 0.4578275, 0.40821073}
-	imageNetStandardSTD  = []float32{0.26862954, 0.26130258, 0.27577711}
-)
 
 func (n *nemotronHModel) parseMore(_ fs.FS) error {
 	if n.NumHiddenLayers == 0 {

convert/convert_nemotron_h_test.go

@@ -217,316 +217,6 @@ func TestNemotronHLoadModelMetadata(t *testing.T) {
 	}
 }
 
-func TestNemotronHNanoVLLoadModelMetadata(t *testing.T) {
-	tempDir := t.TempDir()
-
-	config := `{
-		"architectures": ["NemotronH_Nano_VL_V2"],
-		"model_type": "NemotronH_Nano_VL_V2",
-		"max_sequence_length": 131072,
-		"force_image_size": 512,
-		"downsample_ratio": 0.5,
-		"patch_size": 16,
-		"use_thumbnail": true,
-		"img_context_token_id": 18,
-		"img_context_token": "<image>",
-		"img_start_token": "<img>",
-		"img_end_token": "</img>",
-		"sound_context_token_id": 27,
-		"sound_context_token": "<so_embedding>",
-		"vit_hidden_size": 1280,
-		"projector_hidden_size": 20480,
-		"norm_mean": [0.48145466, 0.4578275, 0.40821073],
-		"norm_std": [0.26862954, 0.26130258, 0.27577711],
-		"vision_config": {
-			"version": "radio_v2.5-h",
-			"patch_size": 16,
-			"max_resolution": 2048,
-			"separate_video_embedder": true
-		},
-		"sound_config": {
-			"model_type": "parakeet",
-			"hidden_size": 1024,
-			"num_attention_heads": 8,
-			"num_hidden_layers": 24,
-			"intermediate_size": 4096,
-			"conv_kernel_size": 9,
-			"subsampling_conv_channels": 256,
-			"subsampling_conv_kernel_size": 3,
-			"subsampling_conv_stride": 2,
-			"subsampling_factor": 8,
-			"num_mel_bins": 128,
-			"projection_hidden_size": 4096,
-			"sampling_rate": 16000
-		},
-		"llm_config": {
-			"architectures": ["NemotronHForCausalLM"],
-			"model_type": "nemotron_h",
-			"num_hidden_layers": 4,
-			"hidden_size": 512,
-			"max_position_embeddings": 262144,
-			"num_attention_heads": 8,
-			"num_key_value_heads": 2,
-			"head_dim": 64,
-			"layer_norm_epsilon": 1e-5,
-			"conv_kernel": 4,
-			"ssm_state_size": 128,
-			"mamba_num_heads": 16,
-			"mamba_head_dim": 32,
-			"n_groups": 8,
-			"hybrid_override_pattern": "ME*M",
-			"n_routed_experts": 16,
-			"num_experts_per_tok": 4,
-			"moe_intermediate_size": 256
-		}
-	}`
-
-	if err := os.WriteFile(filepath.Join(tempDir, "config.json"), []byte(config), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(tempDir, "preprocessor_config.json"), []byte(`{
-		"image_size": 512,
-		"patch_size": 16,
-		"downsample_ratio": 0.5,
-		"max_num_tiles": 12,
-		"use_thumbnail": true,
-		"norm_mean": [0.48145466, 0.4578275, 0.40821073],
-		"norm_std": [0.26862954, 0.26130258, 0.27577711]
-	}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(tempDir, "tokenizer.json"), []byte(`{}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	conv, tokenizer, err := LoadModelMetadata(os.DirFS(tempDir))
-	if err != nil {
-		t.Fatal(err)
-	}
-	if _, ok := conv.(*nemotronHNanoVLModel); !ok {
-		t.Fatalf("unexpected converter type: %T", conv)
-	}
-
-	kv := conv.KV(tokenizer)
-	if got, want := kv["general.architecture"], "nemotron_h_omni"; got != want {
-		t.Fatalf("unexpected architecture: got %v want %v", got, want)
-	}
-	if got, want := kv["context_length"], uint32(131072); got != want {
-		t.Fatalf("unexpected context length: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.block_count"], uint32(32); got != want {
-		t.Fatalf("unexpected vision block count: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.image_size"], uint32(512); got != want {
-		t.Fatalf("unexpected vision image size: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.projector.scale_factor"], uint32(2); got != want {
-		t.Fatalf("unexpected projector scale factor: got %v want %v", got, want)
-	}
-	if got, want := kv["audio.block_count"], uint32(24); got != want {
-		t.Fatalf("unexpected audio block count: got %v want %v", got, want)
-	}
-	if got, want := kv["audio.sound_token_id"], uint32(27); got != want {
-		t.Fatalf("unexpected audio token id: got %v want %v", got, want)
-	}
-	if got, want := kv["audio.subsampling_factor"], uint32(8); got != want {
-		t.Fatalf("unexpected audio subsampling factor: got %v want %v", got, want)
-	}
-}
-
-func TestNemotronHNanoOmniReasoningV3LoadModelMetadata(t *testing.T) {
-	tempDir := t.TempDir()
-
-	config := `{
-		"architectures": ["NemotronH_Nano_Omni_Reasoning_V3"],
-		"model_type": "NemotronH_Nano_Omni_Reasoning_V3",
-		"max_sequence_length": 131072,
-		"force_image_size": 512,
-		"downsample_ratio": 0.5,
-		"patch_size": 16,
-		"img_context_token_id": 18,
-		"img_context_token": "<image>",
-		"img_start_token": "<img>",
-		"img_end_token": "</img>",
-		"sound_context_token_id": 27,
-		"sound_context_token": "<so_embedding>",
-		"vit_hidden_size": 1280,
-		"projector_hidden_size": 4096,
-		"vision_config": {
-			"version": "radio_v2.5-h",
-			"patch_size": 16,
-			"min_num_patches": 1024,
-			"max_num_patches": 13312,
-			"args": {
-				"min_num_patches": 1024,
-				"max_num_patches": 13312
-			}
-		},
-		"sound_config": {
-			"model_type": "parakeet",
-			"hidden_size": 1024,
-			"num_attention_heads": 8,
-			"num_hidden_layers": 24,
-			"intermediate_size": 4096,
-			"conv_kernel_size": 9,
-			"subsampling_conv_channels": 256,
-			"subsampling_conv_kernel_size": 3,
-			"subsampling_conv_stride": 2,
-			"subsampling_factor": 8,
-			"num_mel_bins": 128,
-			"projection_hidden_size": 4096,
-			"sampling_rate": 16000
-		},
-		"llm_config": {
-			"architectures": ["NemotronHForCausalLM"],
-			"model_type": "nemotron_h",
-			"num_hidden_layers": 4,
-			"hidden_size": 512,
-			"max_position_embeddings": 262144,
-			"num_attention_heads": 8,
-			"num_key_value_heads": 2,
-			"head_dim": 64,
-			"layer_norm_epsilon": 1e-5,
-			"conv_kernel": 4,
-			"ssm_state_size": 128,
-			"mamba_num_heads": 16,
-			"mamba_head_dim": 32,
-			"n_groups": 8,
-			"hybrid_override_pattern": "ME*M",
-			"n_routed_experts": 16,
-			"num_experts_per_tok": 4,
-			"moe_intermediate_size": 256
-		}
-	}`
-
-	if err := os.WriteFile(filepath.Join(tempDir, "config.json"), []byte(config), 0o644); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(tempDir, "tokenizer.json"), []byte(`{}`), 0o644); err != nil {
-		t.Fatal(err)
-	}
-
-	conv, tokenizer, err := LoadModelMetadata(os.DirFS(tempDir))
-	if err != nil {
-		t.Fatal(err)
-	}
-	if _, ok := conv.(*nemotronHNanoVLModel); !ok {
-		t.Fatalf("unexpected converter type: %T", conv)
-	}
-
-	kv := conv.KV(tokenizer)
-	if got, want := kv["general.architecture"], "nemotron_h_omni"; got != want {
-		t.Fatalf("unexpected architecture: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.block_count"], uint32(32); got != want {
-		t.Fatalf("unexpected vision block count: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.min_num_patches"], uint32(1024); got != want {
-		t.Fatalf("unexpected vision min patches: got %v want %v", got, want)
-	}
-	if got, want := kv["vision.max_num_patches"], uint32(13312); got != want {
-		t.Fatalf("unexpected vision max patches: got %v want %v", got, want)
-	}
-	if got, want := kv["audio.block_count"], uint32(24); got != want {
-		t.Fatalf("unexpected audio block count: got %v want %v", got, want)
-	}
-	if got, want := kv["audio.sound_token_id"], uint32(27); got != want {
-		t.Fatalf("unexpected audio token id: got %v want %v", got, want)
-	}
-}
-
-func TestNemotronHNanoVLTensorsRetainVisionAndAudio(t *testing.T) {
-	m := &nemotronHNanoVLModel{
-		LLMConfig: nemotronHModel{NGroups: 8},
-	}
-
-	in := []Tensor{
-		&fakeTensor{
-			name:  "blk.0.ssm_a",
-			shape: []uint64{4},
-			data:  []float32{0, 1, 2, 3},
-		},
-		&fakeTensor{name: "v.blk.0.attn_qkv.weight", shape: []uint64{3840, 1280}},
-		&fakeTensor{name: "v.position_embd", shape: []uint64{1, 16384, 1280}},
-		&fakeTensor{name: "v.cls_embd", shape: []uint64{10, 1280}},
-		&fakeTensor{name: "mm.norm.weight", shape: []uint64{5120}},
-		&fakeTensor{name: "a.feature_extractor.fb", shape: []uint64{1, 128, 257}},
-		&fakeTensor{name: "a.subsampling.dw1.weight", shape: []uint64{256, 1, 3, 3}},
-		&fakeTensor{name: "a.blk.0.conv_dw.weight", shape: []uint64{1024, 1, 9}},
-		&fakeTensor{name: "a.blk.0.conv_pw1.weight", shape: []uint64{2048, 1024, 1}},
-		&fakeTensor{name: "a.blk.0.conv_bn.num_batches_tracked", shape: []uint64{1}},
-		&fakeTensor{name: "mm.a.1.weight", shape: []uint64{4096, 1024}},
-	}
-
-	out := m.Tensors(in)
-	got := map[string][]uint64{}
-	for _, tns := range out {
-		got[tns.Name] = tns.Shape
-	}
-
-	for _, name := range []string{
-		"blk.0.ssm_a",
-		"v.blk.0.attn_q.weight",
-		"v.blk.0.attn_k.weight",
-		"v.blk.0.attn_v.weight",
-		"v.position_embd",
-		"v.cls_embd",
-		"mm.norm.weight",
-		"a.feature_extractor.fb",
-		"a.subsampling.dw1.weight",
-		"a.blk.0.conv_dw.weight",
-		"a.blk.0.conv_pw1.weight",
-		"mm.a.1.weight",
-	} {
-		if _, ok := got[name]; !ok {
-			t.Fatalf("expected tensor %q in output", name)
-		}
-	}
-
-	if gotShape, want := got["blk.0.ssm_a"], []uint64{4, 1}; !slices.Equal(gotShape, want) {
-		t.Fatalf("unexpected ssm_a shape: got %v want %v", gotShape, want)
-	}
-	if gotShape, want := got["v.position_embd"], []uint64{16384, 1280}; !slices.Equal(gotShape, want) {
-		t.Fatalf("unexpected position embedding shape: got %v want %v", gotShape, want)
-	}
-	if gotShape, want := got["a.blk.0.conv_dw.weight"], []uint64{1024, 9}; !slices.Equal(gotShape, want) {
-		t.Fatalf("unexpected audio conv_dw shape: got %v want %v", gotShape, want)
-	}
-	if gotShape, want := got["a.blk.0.conv_pw1.weight"], []uint64{2048, 1024}; !slices.Equal(gotShape, want) {
-		t.Fatalf("unexpected audio conv_pw1 shape: got %v want %v", gotShape, want)
-	}
-	if _, ok := got["a.blk.0.conv_bn.num_batches_tracked"]; ok {
-		t.Fatal("audio batchnorm num_batches_tracked should be omitted")
-	}
-}
-
-func TestNemotronHNanoVLReplacements(t *testing.T) {
-	m := &nemotronHNanoVLModel{}
-	r := strings.NewReplacer(m.Replacements()...)
-
-	if got, want := r.Replace("language_model.backbone.layers.1.mixer.fc1_latent_proj.weight"), "blk.1.ffn_latent_in.weight"; got != want {
-		t.Fatalf("unexpected fc1 replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("language_model.lm_head.weight"), "output.weight"; got != want {
-		t.Fatalf("unexpected lm_head replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("vision_model.radio_model.model.blocks.0.attn.qkv.weight"), "v.blk.0.attn_qkv.weight"; got != want {
-		t.Fatalf("unexpected vision replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("mlp1.1.weight"), "mm.1.weight"; got != want {
-		t.Fatalf("unexpected projector replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("sound_encoder.encoder.layers.0.self_attn.q_proj.weight"), "a.blk.0.attn_q.weight"; got != want {
-		t.Fatalf("unexpected audio q_proj replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("sound_encoder.encoder.layers.0.conv.pointwise_conv1.weight"), "a.blk.0.conv_pw1.weight"; got != want {
-		t.Fatalf("unexpected audio conv replacement: got %q want %q", got, want)
-	}
-	if got, want := r.Replace("sound_projection.linear2.weight"), "mm.a.2.weight"; got != want {
-		t.Fatalf("unexpected audio projector replacement: got %q want %q", got, want)
-	}
-}
-
 func TestNemotronHReplacementsLatentProjections(t *testing.T) {
 	m := &nemotronHModel{}
 	r := strings.NewReplacer(m.Replacements()...)

convert/reader.go

@@ -42,10 +42,8 @@ func (t tensorBase) Kind() uint32 {
 		strings.HasSuffix(t.name, ".bias") ||
 		strings.HasSuffix(t.name, ".shortconv.conv.weight") ||
 		strings.HasSuffix(t.name, ".ssm_conv1d.weight") || // SSM conv kernel must be F32 for Metal
-		strings.HasPrefix(t.name, "a.feature_extractor.") || // audio feature-extractor constants are read with BackendGet and must be real F32 values
-		strings.HasPrefix(t.name, "a.conv1d.") || // audio SSCP conv weights are kept F32 for im2col; this likely slows audio and should be revisited
-		strings.HasPrefix(t.name, "a.subsampling.") || // audio Parakeet subsampling weights are kept F32 for conv/linear stability; this likely slows audio and should be revisited
-		strings.Contains(t.name, ".conv_dw.") || // audio depthwise conv weights are kept F32; this likely slows audio and should be revisited
+		strings.HasPrefix(t.name, "a.conv1d.") || // audio SSCP conv weights must be F32 for im2col
+		strings.Contains(t.name, ".conv_dw.") || // audio depthwise conv weights must be F32
 		t.name == "token_types.weight" ||
 		t.name == "v.positional_embedding_vlm" ||
 		t.name == "v.position_embd.weight" ||

convert/reader_safetensors.go

@@ -5,12 +5,10 @@ import (
 	"bytes"
 	"encoding/binary"
 	"encoding/json"
-	"errors"
 	"fmt"
 	"io"
 	"io/fs"
 	"maps"
-	"math"
 	"slices"
 	"strings"
 
@@ -25,11 +23,6 @@ type safetensorMetadata struct {
 }
 
 func parseSafetensors(fsys fs.FS, replacer *strings.Replacer, ps ...string) ([]Tensor, error) {
-	fp8Block, err := safetensorsFP8BlockSize(fsys)
-	if err != nil {
-		return nil, err
-	}
-
 	var ts []Tensor
 	for _, p := range ps {
 		f, err := fsys.Open(p)
@@ -57,47 +50,24 @@ func parseSafetensors(fsys fs.FS, replacer *strings.Replacer, ps ...string) ([]T
 
 		names := make(map[string]struct{}, len(keys))
 
-		fp8Scales, err := collectSafetensorsFP8Scales(n, headers)
-		if err != nil {
-			return nil, err
-		}
-
 		for _, key := range keys {
 			if value := headers[key]; value.Type != "" {
-				if _, ok := fp8Scales.consumed[key]; ok {
-					continue
-				}
-
 				// Scalar tensors (e.g. clipped linear min/max) are 0-dim in safetensors.
 				// Promote them to 1-dim so they can be stored in GGUF.
 				if len(value.Shape) == 0 {
 					value.Shape = []uint64{1}
 				}
-
-				var scale *safetensorScale
-				if value.Type == "F8_E4M3" {
-					if !fp8Block.ok {
-						return nil, fmt.Errorf("missing fp8 block size metadata for tensor %q", key)
-					}
-					scale = fp8Scales.byWeight[key]
-					if scale == nil {
-						return nil, fmt.Errorf("missing fp8 scale companion for tensor %q", key)
-					}
-				}
-
 				ggufName := replacer.Replace(key)
 				if _, ok := names[ggufName]; ok {
 					return nil, fmt.Errorf("duplicate tensor name '%s' was found for this model", ggufName)
 				}
 				names[ggufName] = struct{}{}
 				ts = append(ts, safetensor{
-					fs:       fsys,
-					path:     p,
-					dtype:    value.Type,
-					offset:   safetensorsPad(n, value.Offsets[0]),
-					size:     safetensorsPad(n, value.Offsets[1]) - safetensorsPad(n, value.Offsets[0]),
-					scale:    scale,
-					fp8Block: fp8Block,
+					fs:     fsys,
+					path:   p,
+					dtype:  value.Type,
+					offset: safetensorsPad(n, value.Offsets[0]),
+					size:   safetensorsPad(n, value.Offsets[1]) - safetensorsPad(n, value.Offsets[0]),
 					tensorBase: &tensorBase{
 						name:  ggufName,
 						shape: value.Shape,
@@ -115,22 +85,12 @@ func safetensorsPad(n, offset int64) int64 {
 	return 8 + n + offset
 }
 
-type safetensorScale struct {
-	name   string
+type safetensor struct {
+	fs     fs.FS
+	path   string
 	dtype  string
-	shape  []uint64
 	offset int64
 	size   int64
-}
-
-type safetensor struct {
-	fs       fs.FS
-	path     string
-	dtype    string
-	offset   int64
-	size     int64
-	scale    *safetensorScale
-	fp8Block safetensorFP8BlockSize
 	*tensorBase
 }
 
@@ -144,26 +104,17 @@ func (st safetensor) Kind() uint32 {
 		kind != tensorKindFP32 {
 		kind = tensorKindBF16
 	}
-	if st.dtype == "F8_E4M3" && kind != tensorKindFP32 {
-		kind = tensorKindBF16
-	}
 
 	return kind
 }
 
-func (st safetensor) SourceDType() string {
-	return st.dtype
-}
-
 func (st safetensor) Clone() Tensor {
 	return &safetensor{
-		fs:       st.fs,
-		path:     st.path,
-		dtype:    st.dtype,
-		offset:   st.offset,
-		size:     st.size,
-		scale:    st.scale.Clone(),
-		fp8Block: st.fp8Block,
+		fs:     st.fs,
+		path:   st.path,
+		dtype:  st.dtype,
+		offset: st.offset,
+		size:   st.size,
 		tensorBase: &tensorBase{
 			name:     st.name,
 			repacker: st.repacker,
@@ -172,19 +123,6 @@ func (st safetensor) Clone() Tensor {
 	}
 }
 
-func (ss *safetensorScale) Clone() *safetensorScale {
-	if ss == nil {
-		return nil
-	}
-	return &safetensorScale{
-		name:   ss.name,
-		dtype:  ss.dtype,
-		shape:  slices.Clone(ss.shape),
-		offset: ss.offset,
-		size:   ss.size,
-	}
-}
-
 func (st safetensor) WriteTo(w io.Writer) (int64, error) {
 	f, err := st.fs.Open(st.path)
 	if err != nil {
@@ -242,16 +180,6 @@ func (st safetensor) WriteTo(w io.Writer) (int64, error) {
 		}
 
 		f32s = bfloat16.DecodeFloat32(u8s)
-	case "F8_E4M3":
-		u8s := make([]uint8, st.size)
-		if err = binary.Read(br, binary.LittleEndian, u8s); err != nil {
-			return 0, err
-		}
-
-		f32s, err = st.decodeFP8E4M3(u8s)
-		if err != nil {
-			return 0, err
-		}
 	default:
 		return 0, fmt.Errorf("unknown data type: %s", st.dtype)
 	}
@@ -280,334 +208,3 @@ func (st safetensor) WriteTo(w io.Writer) (int64, error) {
 		return 0, fmt.Errorf("unknown storage type: %d", st.Kind())
 	}
 }
-
-type safetensorsFP8Scales struct {
-	byWeight map[string]*safetensorScale
-	consumed map[string]struct{}
-}
-
-func collectSafetensorsFP8Scales(n int64, headers map[string]safetensorMetadata) (safetensorsFP8Scales, error) {
-	scales := safetensorsFP8Scales{
-		byWeight: make(map[string]*safetensorScale),
-		consumed: make(map[string]struct{}),
-	}
-
-	for key, value := range headers {
-		if value.Type != "F8_E4M3" {
-			continue
-		}
-
-		scaleKey, scaleValue, ok, err := safetensorsFP8Scale(key, headers)
-		if err != nil {
-			return safetensorsFP8Scales{}, err
-		}
-		if !ok {
-			continue
-		}
-		if _, ok := scales.consumed[scaleKey]; ok {
-			return safetensorsFP8Scales{}, fmt.Errorf("fp8 scale companion %q is used by multiple tensors", scaleKey)
-		}
-
-		scales.byWeight[key] = &safetensorScale{
-			name:   scaleKey,
-			dtype:  scaleValue.Type,
-			shape:  slices.Clone(scaleValue.Shape),
-			offset: safetensorsPad(n, scaleValue.Offsets[0]),
-			size:   safetensorsPad(n, scaleValue.Offsets[1]) - safetensorsPad(n, scaleValue.Offsets[0]),
-		}
-		scales.consumed[scaleKey] = struct{}{}
-	}
-
-	return scales, nil
-}
-
-func safetensorsFP8Scale(key string, headers map[string]safetensorMetadata) (string, safetensorMetadata, bool, error) {
-	candidates := safetensorsFP8ScaleCandidates(key)
-
-	var scaleKey string
-	var scaleValue safetensorMetadata
-	if strings.HasSuffix(key, ".weight") {
-		// Keep support for compressed-tensors exports that place the scale name
-		// between the module path and weight suffix.
-		base := strings.TrimSuffix(key, ".weight")
-		candidates = appendUnique(candidates, base+".weight_scale")
-		candidates = appendUnique(candidates, base+".weight_scale_inv")
-	}
-
-	for _, candidate := range candidates {
-		if value, ok := headers[candidate]; ok && value.Type != "" {
-			if scaleKey != "" {
-				return "", safetensorMetadata{}, false, fmt.Errorf("multiple fp8 scale companions for tensor %q: %q and %q", key, scaleKey, candidate)
-			}
-			scaleKey = candidate
-			scaleValue = value
-		}
-	}
-	if scaleKey == "" {
-		return "", safetensorMetadata{}, false, nil
-	}
-
-	return scaleKey, scaleValue, true, nil
-}
-
-func safetensorsFP8ScaleCandidates(key string) []string {
-	var candidates []string
-	candidates = appendUnique(candidates, key+"_scale")
-	candidates = appendUnique(candidates, key+"_scale_inv")
-	candidates = appendUnique(candidates, key+".scale")
-	candidates = appendUnique(candidates, key+".scale_inv")
-	return candidates
-}
-
-func appendUnique(values []string, value string) []string {
-	if !slices.Contains(values, value) {
-		values = append(values, value)
-	}
-	return values
-}
-
-type safetensorFP8BlockSize struct {
-	rows int
-	cols int
-	ok   bool
-}
-
-type safetensorsSourceQuantization struct {
-	QuantMethod     string `json:"quant_method"`
-	Format          string `json:"format"`
-	WeightBlockSize []int  `json:"weight_block_size"`
-	ConfigGroups    map[string]struct {
-		Format  string `json:"format"`
-		Weights struct {
-			BlockStructure []int  `json:"block_structure"`
-			NumBits        int    `json:"num_bits"`
-			Type           string `json:"type"`
-		} `json:"weights"`
-	} `json:"config_groups"`
-}
-
-type safetensorsModelConfig struct {
-	Quantization       safetensorsSourceQuantization `json:"quantization"`
-	QuantizationConfig safetensorsSourceQuantization `json:"quantization_config"`
-	CompressionConfig  safetensorsSourceQuantization `json:"compression_config"`
-	TextConfig         struct {
-		Quantization       safetensorsSourceQuantization `json:"quantization"`
-		QuantizationConfig safetensorsSourceQuantization `json:"quantization_config"`
-		CompressionConfig  safetensorsSourceQuantization `json:"compression_config"`
-	} `json:"text_config"`
-}
-
-func safetensorsFP8BlockSize(fsys fs.FS) (safetensorFP8BlockSize, error) {
-	bts, err := fs.ReadFile(fsys, "config.json")
-	if errors.Is(err, fs.ErrNotExist) {
-		return safetensorFP8BlockSize{}, nil
-	}
-	if err != nil {
-		return safetensorFP8BlockSize{}, err
-	}
-	bts = sanitizeNonFiniteJSON(bts)
-
-	var cfg safetensorsModelConfig
-	if err := json.Unmarshal(bts, &cfg); err != nil {
-		return safetensorFP8BlockSize{}, fmt.Errorf("parse config.json fp8 metadata: %w", err)
-	}
-
-	var blocks []safetensorFP8BlockSize
-	for _, q := range []safetensorsSourceQuantization{
-		cfg.Quantization,
-		cfg.QuantizationConfig,
-		cfg.CompressionConfig,
-		cfg.TextConfig.Quantization,
-		cfg.TextConfig.QuantizationConfig,
-		cfg.TextConfig.CompressionConfig,
-	} {
-		if strings.EqualFold(q.QuantMethod, "fp8") && len(q.WeightBlockSize) == 2 {
-			block, err := newSafetensorFP8BlockSize(q.WeightBlockSize[0], q.WeightBlockSize[1])
-			if err != nil {
-				return safetensorFP8BlockSize{}, err
-			}
-			blocks = append(blocks, block)
-		}
-
-		if !strings.EqualFold(q.QuantMethod, "compressed-tensors") && !strings.EqualFold(q.Format, "float-quantized") {
-			continue
-		}
-		for _, group := range q.ConfigGroups {
-			if !strings.EqualFold(group.Format, "float-quantized") ||
-				group.Weights.NumBits != 8 ||
-				!strings.EqualFold(group.Weights.Type, "float") ||
-				len(group.Weights.BlockStructure) != 2 {
-				continue
-			}
-			block, err := newSafetensorFP8BlockSize(group.Weights.BlockStructure[0], group.Weights.BlockStructure[1])
-			if err != nil {
-				return safetensorFP8BlockSize{}, err
-			}
-			blocks = append(blocks, block)
-		}
-	}
-
-	if len(blocks) == 0 {
-		return safetensorFP8BlockSize{}, nil
-	}
-
-	block := blocks[0]
-	for _, other := range blocks[1:] {
-		if other.rows != block.rows || other.cols != block.cols {
-			return safetensorFP8BlockSize{}, fmt.Errorf("multiple fp8 block sizes in config.json: %dx%d and %dx%d", block.rows, block.cols, other.rows, other.cols)
-		}
-	}
-	return block, nil
-}
-
-func newSafetensorFP8BlockSize(rows, cols int) (safetensorFP8BlockSize, error) {
-	if rows <= 0 || cols <= 0 {
-		return safetensorFP8BlockSize{}, fmt.Errorf("invalid fp8 block size %dx%d", rows, cols)
-	}
-	return safetensorFP8BlockSize{rows: rows, cols: cols, ok: true}, nil
-}
-
-func (st safetensor) decodeFP8E4M3(data []byte) ([]float32, error) {
-	if st.scale == nil {
-		return nil, fmt.Errorf("missing fp8 scale companion for tensor %q", st.name)
-	}
-	if !st.fp8Block.ok {
-		return nil, fmt.Errorf("missing fp8 block size metadata for tensor %q", st.name)
-	}
-	if len(st.shape) != 2 {
-		return nil, fmt.Errorf("expected 2D fp8 tensor %q, got shape %v", st.name, st.shape)
-	}
-
-	rows, cols := int(st.shape[0]), int(st.shape[1])
-	if rows < 0 || cols < 0 || rows*cols != len(data) {
-		return nil, fmt.Errorf("fp8 tensor %q shape %v does not match %d bytes", st.name, st.shape, len(data))
-	}
-
-	scale, err := st.readScale()
-	if err != nil {
-		return nil, err
-	}
-
-	if len(st.scale.shape) != 2 {
-		return nil, fmt.Errorf("expected 2D fp8 scale tensor %q, got shape %v", st.scale.name, st.scale.shape)
-	}
-
-	blockRows := st.fp8Block.rows
-	blockCols := st.fp8Block.cols
-	scaleRows, scaleCols := int(st.scale.shape[0]), int(st.scale.shape[1])
-	expectedRows := (rows + blockRows - 1) / blockRows
-	expectedCols := (cols + blockCols - 1) / blockCols
-	if scaleRows != expectedRows || scaleCols != expectedCols {
-		return nil, fmt.Errorf("unexpected fp8 scale shape %v for tensor %q shape %v; want [%d %d]", st.scale.shape, st.name, st.shape, expectedRows, expectedCols)
-	}
-	if len(scale) != scaleRows*scaleCols {
-		return nil, fmt.Errorf("fp8 scale tensor %q shape %v does not match decoded length %d", st.scale.name, st.scale.shape, len(scale))
-	}
-
-	f32s := make([]float32, len(data))
-	for r := range rows {
-		scaleRow := r / blockRows
-		rowOffset := r * cols
-		for c := range cols {
-			f32s[rowOffset+c] = decodeFloat8E4M3FN(data[rowOffset+c]) * scale[scaleRow*scaleCols+c/blockCols]
-		}
-	}
-
-	return f32s, nil
-}
-
-func (st safetensor) readScale() ([]float32, error) {
-	r, err := st.sectionReader(st.scale.offset, st.scale.size)
-	if err != nil {
-		return nil, fmt.Errorf("failed to read fp8 scale tensor %q: %w", st.scale.name, err)
-	}
-	if closer, ok := r.(io.Closer); ok {
-		defer closer.Close()
-	}
-	br := bufio.NewReaderSize(r, min(32<<10, int(st.scale.size)))
-
-	switch st.scale.dtype {
-	case "F32":
-		f32s := make([]float32, st.scale.size/4)
-		if err := binary.Read(br, binary.LittleEndian, f32s); err != nil {
-			return nil, err
-		}
-		return f32s, nil
-	case "F16":
-		u16s := make([]uint16, st.scale.size/2)
-		if err := binary.Read(br, binary.LittleEndian, u16s); err != nil {
-			return nil, err
-		}
-		f32s := make([]float32, len(u16s))
-		for i := range u16s {
-			f32s[i] = float16.Frombits(u16s[i]).Float32()
-		}
-		return f32s, nil
-	case "BF16":
-		u8s := make([]uint8, st.scale.size)
-		if err := binary.Read(br, binary.LittleEndian, u8s); err != nil {
-			return nil, err
-		}
-		return bfloat16.DecodeFloat32(u8s), nil
-	default:
-		return nil, fmt.Errorf("unsupported fp8 scale dtype %q for tensor %q", st.scale.dtype, st.scale.name)
-	}
-}
-
-func (st safetensor) sectionReader(offset, size int64) (io.Reader, error) {
-	f, err := st.fs.Open(st.path)
-	if err != nil {
-		return nil, err
-	}
-
-	if readerAt, ok := f.(io.ReaderAt); ok {
-		return &readCloserReader{
-			Reader: io.NewSectionReader(readerAt, offset, size),
-			Closer: f,
-		}, nil
-	}
-	if seeker, ok := f.(io.Seeker); ok {
-		if _, err := seeker.Seek(offset, io.SeekStart); err != nil {
-			f.Close()
-			return nil, err
-		}
-		return &readCloserReader{
-			Reader: io.LimitReader(f, size),
-			Closer: f,
-		}, nil
-	}
-	if _, err := io.CopyN(io.Discard, f, offset); err != nil {
-		f.Close()
-		return nil, err
-	}
-	return &readCloserReader{
-		Reader: io.LimitReader(f, size),
-		Closer: f,
-	}, nil
-}
-
-type readCloserReader struct {
-	io.Reader
-	io.Closer
-}
-
-func decodeFloat8E4M3FN(v byte) float32 {
-	sign := float32(1)
-	if v&0x80 != 0 {
-		sign = -1
-	}
-
-	exp := int((v >> 3) & 0x0f)
-	mant := int(v & 0x07)
-	if exp == 0 {
-		if mant == 0 {
-			return 0 * sign
-		}
-		return sign * float32(math.Ldexp(float64(mant)/8, -6))
-	}
-	if exp == 0x0f && mant == 0x07 {
-		return float32(math.NaN())
-	}
-
-	return sign * float32(math.Ldexp(1+float64(mant)/8, exp-7))
-}

convert/reader_test.go

@@ -3,10 +3,8 @@ package convert
 import (
 	"bytes"
 	"encoding/binary"
-	"fmt"
 	"os"
 	"path/filepath"
-	"strings"
 	"testing"
 
 	"github.com/d4l3k/go-bfloat16"
@@ -233,222 +231,6 @@ func TestSafetensors(t *testing.T) {
 	}
 }
 
-func TestSafetensorWriteToFP8E4M3(t *testing.T) {
-	root, err := os.OpenRoot(t.TempDir())
-	if err != nil {
-		t.Fatal(err)
-	}
-	defer root.Close()
-
-	path := filepath.Base(t.Name())
-	f, err := root.Create(path)
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	// E4M3FN encodings for 1.0, 2.0, 0.5, and -1.0.
-	if _, err := f.Write([]byte{0x38, 0x40, 0x30, 0xb8}); err != nil {
-		t.Fatal(err)
-	}
-	if _, err := f.Write(bfloat16.EncodeFloat32([]float32{2})); err != nil {
-		t.Fatal(err)
-	}
-	if err := f.Close(); err != nil {
-		t.Fatal(err)
-	}
-
-	st := safetensor{
-		fs:       root.FS(),
-		path:     path,
-		dtype:    "F8_E4M3",
-		offset:   0,
-		size:     4,
-		fp8Block: safetensorFP8BlockSize{rows: 128, cols: 128, ok: true},
-		scale: &safetensorScale{
-			name:   "linear.weight_scale",
-			dtype:  "BF16",
-			shape:  []uint64{1, 1},
-			offset: 4,
-			size:   2,
-		},
-		tensorBase: &tensorBase{
-			name:  "linear.weight",
-			shape: []uint64{2, 2},
-		},
-	}
-
-	var b bytes.Buffer
-	if _, err := st.WriteTo(&b); err != nil {
-		t.Fatal(err)
-	}
-
-	want := bfloat16.EncodeFloat32([]float32{2, 4, 1, -2})
-	if diff := cmp.Diff(want, b.Bytes()); diff != "" {
-		t.Errorf("safetensor.WriteTo() mismatch (-want +got):\n%s", diff)
-	}
-}
-
-func TestSafetensorWriteToFP8E4M3UsesConfiguredBlockSize(t *testing.T) {
-	root, err := os.OpenRoot(t.TempDir())
-	if err != nil {
-		t.Fatal(err)
-	}
-	defer root.Close()
-
-	path := filepath.Base(t.Name())
-	f, err := root.Create(path)
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if _, err := f.Write(bytes.Repeat([]byte{0x38}, 12)); err != nil {
-		t.Fatal(err)
-	}
-	if _, err := f.Write(bfloat16.EncodeFloat32([]float32{1, 2, 3, 4})); err != nil {
-		t.Fatal(err)
-	}
-	if err := f.Close(); err != nil {
-		t.Fatal(err)
-	}
-
-	st := safetensor{
-		fs:       root.FS(),
-		path:     path,
-		dtype:    "F8_E4M3",
-		offset:   0,
-		size:     12,
-		fp8Block: safetensorFP8BlockSize{rows: 2, cols: 3, ok: true},
-		scale: &safetensorScale{
-			name:   "linear.weight_scale",
-			dtype:  "BF16",
-			shape:  []uint64{2, 2},
-			offset: 12,
-			size:   8,
-		},
-		tensorBase: &tensorBase{
-			name:  "linear.weight",
-			shape: []uint64{3, 4},
-		},
-	}
-
-	var b bytes.Buffer
-	if _, err := st.WriteTo(&b); err != nil {
-		t.Fatal(err)
-	}
-
-	want := bfloat16.EncodeFloat32([]float32{
-		1, 1, 1, 2,
-		1, 1, 1, 2,
-		3, 3, 3, 4,
-	})
-	if diff := cmp.Diff(want, b.Bytes()); diff != "" {
-		t.Errorf("safetensor.WriteTo() mismatch (-want +got):\n%s", diff)
-	}
-}
-
-func TestParseSafetensorsConsumesFP8ScaleCompanion(t *testing.T) {
-	tempDir := t.TempDir()
-	generateSafetensorTestData(t, tempDir, map[string]*tensorData{
-		"linear.weight": {
-			Offsets: []int{0, 4},
-			Type:    "F8_E4M3",
-			Shape:   []int{2, 2},
-		},
-		"linear.weight_scale": {
-			Offsets: []int{4, 6},
-			Type:    "BF16",
-			Shape:   []int{1, 1},
-		},
-	})
-	writeFP8BlockConfig(t, tempDir, 128, 128)
-
-	tensors, err := parseSafetensors(os.DirFS(tempDir), strings.NewReplacer(), "model-00001-of-00001.safetensors")
-	if err != nil {
-		t.Fatal(err)
-	}
-	if len(tensors) != 1 {
-		t.Fatalf("expected one tensor, got %d", len(tensors))
-	}
-	if got := tensors[0].Name(); got != "linear.weight" {
-		t.Fatalf("unexpected tensor name %q", got)
-	}
-	if got := tensors[0].Kind(); got != tensorKindBF16 {
-		t.Fatalf("unexpected fp8 converted kind %d, want %d", got, tensorKindBF16)
-	}
-}
-
-func TestParseSafetensorsRejectsFP8WithoutBlockMetadata(t *testing.T) {
-	tempDir := t.TempDir()
-	generateSafetensorTestData(t, tempDir, map[string]*tensorData{
-		"linear.weight": {
-			Offsets: []int{0, 4},
-			Type:    "F8_E4M3",
-			Shape:   []int{2, 2},
-		},
-		"linear.weight_scale": {
-			Offsets: []int{4, 6},
-			Type:    "BF16",
-			Shape:   []int{1, 1},
-		},
-	})
-
-	_, err := parseSafetensors(os.DirFS(tempDir), strings.NewReplacer(), "model-00001-of-00001.safetensors")
-	if err == nil || !strings.Contains(err.Error(), "missing fp8 block size metadata") {
-		t.Fatalf("expected missing fp8 block size metadata error, got %v", err)
-	}
-}
-
-func TestParseSafetensorsRejectsAmbiguousFP8ScaleCompanion(t *testing.T) {
-	tempDir := t.TempDir()
-	generateSafetensorTestData(t, tempDir, map[string]*tensorData{
-		"linear.weight": {
-			Offsets: []int{0, 4},
-			Type:    "F8_E4M3",
-			Shape:   []int{2, 2},
-		},
-		"linear.weight_scale": {
-			Offsets: []int{4, 6},
-			Type:    "BF16",
-			Shape:   []int{1, 1},
-		},
-		"linear.weight.scale": {
-			Offsets: []int{6, 8},
-			Type:    "BF16",
-			Shape:   []int{1, 1},
-		},
-	})
-	writeFP8BlockConfig(t, tempDir, 128, 128)
-
-	_, err := parseSafetensors(os.DirFS(tempDir), strings.NewReplacer(), "model-00001-of-00001.safetensors")
-	if err == nil || !strings.Contains(err.Error(), "multiple fp8 scale companions") {
-		t.Fatalf("expected ambiguous fp8 scale companion error, got %v", err)
-	}
-}
-
-func writeFP8BlockConfig(t *testing.T, dir string, rows, cols int) {
-	t.Helper()
-
-	config := fmt.Sprintf(`{
-  "architectures": ["GenericForCausalLM"],
-  "compression_config": {
-    "format": "float-quantized",
-    "config_groups": {
-      "group_0": {
-        "format": "float-quantized",
-        "weights": {
-          "type": "float",
-          "num_bits": 8,
-          "block_structure": [%d, %d]
-        }
-      }
-    }
-  }
-}`, rows, cols)
-	if err := os.WriteFile(filepath.Join(dir, "config.json"), []byte(config), 0o644); err != nil {
-		t.Fatal(err)
-	}
-}
-
 func TestSafetensorKind(t *testing.T) {
 	tests := []struct {
 		name     string
@@ -477,17 +259,6 @@ func TestSafetensorKind(t *testing.T) {
 			},
 			expected: tensorKindFP16,
 		},
-		{
-			name: "BF16 audio feature extractor constants should return FP32",
-			st: safetensor{
-				tensorBase: &tensorBase{
-					name:  "a.feature_extractor.fb",
-					shape: []uint64{1, 128, 257},
-				},
-				dtype: "BF16",
-			},
-			expected: tensorKindFP32,
-		},
 		{
 			name: "BF16 dtype with FP32 base kind should return FP32",
 			st: safetensor{

convert/tensor.go

@@ -5,7 +5,6 @@ import (
 	"errors"
 	"io"
 	"iter"
-	"maps"
 	"path"
 	"slices"
 	"strconv"
@@ -154,54 +153,3 @@ func (g mergeGroup) WriteTo(w io.Writer) (int64, error) {
 
 	return 0, nil
 }
-
-func sourceTensorKV(ts []*ggml.Tensor) KV {
-	sourceFP8 := make(map[string]struct{})
-	for _, t := range ts {
-		if writerSourceDType(t.WriterTo) == "F8_E4M3" {
-			sourceFP8[t.Name] = struct{}{}
-		}
-	}
-	if len(sourceFP8) == 0 {
-		return nil
-	}
-
-	return KV{
-		"source_quantization": "hf_fp8",
-		"source_fp8_tensors":  slices.Sorted(maps.Keys(sourceFP8)),
-	}
-}
-
-type sourceDTypeTensor interface {
-	SourceDType() string
-}
-
-func writerSourceDType(w io.WriterTo) string {
-	switch w := w.(type) {
-	case sourceDTypeTensor:
-		return w.SourceDType()
-	case mergeGroup:
-		if len(w) == 0 {
-			return ""
-		}
-		dtype := sourceDType(w[0])
-		if dtype == "" {
-			return ""
-		}
-		for _, t := range w[1:] {
-			if sourceDType(t) != dtype {
-				return ""
-			}
-		}
-		return dtype
-	default:
-		return ""
-	}
-}
-
-func sourceDType(t Tensor) string {
-	if t, ok := t.(sourceDTypeTensor); ok {
-		return t.SourceDType()
-	}
-	return ""
-}

convert/tensor_test.go

@@ -21,8 +21,7 @@ type fakeTensor struct {
 	shape []uint64
 	data  []float32
 
-	sourceDType string
-	repacker    Repacker
+	repacker Repacker
 }
 
 func (f fakeTensor) Name() string {
@@ -37,21 +36,16 @@ func (f fakeTensor) Kind() uint32 {
 	return 0
 }
 
-func (f fakeTensor) SourceDType() string {
-	return f.sourceDType
-}
-
 func (f *fakeTensor) SetRepacker(fn Repacker) {
 	f.repacker = fn
 }
 
 func (f fakeTensor) Clone() Tensor {
 	return &fakeTensor{
-		name:        f.name,
-		shape:       slices.Clone(f.shape),
-		data:        slices.Clone(f.data),
-		sourceDType: f.sourceDType,
-		repacker:    f.repacker,
+		name:     f.name,
+		shape:    slices.Clone(f.shape),
+		data:     slices.Clone(f.data),
+		repacker: f.repacker,
 	}
 }
 
@@ -1001,43 +995,3 @@ func TestMergeOrder(t *testing.T) {
 		})
 	}
 }
-
-func TestSourceTensorKVRecordsFP8OutputTensors(t *testing.T) {
-	fp8 := &fakeTensor{name: "linear.weight", shape: []uint64{2, 2}, sourceDType: "F8_E4M3"}
-	bf16 := &fakeTensor{name: "other.weight", shape: []uint64{2, 2}, sourceDType: "BF16"}
-
-	kv := sourceTensorKV([]*ggml.Tensor{
-		{Name: "blk.0.linear.weight", WriterTo: fp8},
-		{Name: "blk.0.other.weight", WriterTo: bf16},
-	})
-
-	if got := kv["source_quantization"]; got != "hf_fp8" {
-		t.Fatalf("source_quantization = %v, want hf_fp8", got)
-	}
-	got, ok := kv["source_fp8_tensors"].([]string)
-	if !ok {
-		t.Fatalf("source_fp8_tensors = %#v, want []string", kv["source_fp8_tensors"])
-	}
-	if diff := cmp.Diff([]string{"blk.0.linear.weight"}, got); diff != "" {
-		t.Fatalf("source_fp8_tensors mismatch (-want +got):\n%s", diff)
-	}
-}
-
-func TestSourceTensorKVRecordsMergedFP8OutputTensors(t *testing.T) {
-	fp8A := &fakeTensor{name: "expert.0.weight", shape: []uint64{2, 2}, sourceDType: "F8_E4M3"}
-	fp8B := &fakeTensor{name: "expert.1.weight", shape: []uint64{2, 2}, sourceDType: "F8_E4M3"}
-	bf16 := &fakeTensor{name: "expert.2.weight", shape: []uint64{2, 2}, sourceDType: "BF16"}
-
-	kv := sourceTensorKV([]*ggml.Tensor{
-		{Name: "ffn_exps.weight", WriterTo: mergeGroup{fp8A, fp8B}},
-		{Name: "mixed_exps.weight", WriterTo: mergeGroup{fp8A, bf16}},
-	})
-
-	got, ok := kv["source_fp8_tensors"].([]string)
-	if !ok {
-		t.Fatalf("source_fp8_tensors = %#v, want []string", kv["source_fp8_tensors"])
-	}
-	if diff := cmp.Diff([]string{"ffn_exps.weight"}, got); diff != "" {
-		t.Fatalf("source_fp8_tensors mismatch (-want +got):\n%s", diff)
-	}
-}

convert/tokenizer.go

@@ -103,8 +103,6 @@ func parseTokenizer(fsys fs.FS, specialTokenTypes []string) (*Tokenizer, error)
 			t.Pre = "qwen2"
 		case "00431aed57e696b747435f734d1e3b9b1bfd931a121fb5cac7129e97c181e9ba":
 			t.Pre = "qwen35"
-		case "b92c0824a58e1d8dc3221cf3e12c433c3a86f57e46d57229993489f0798e7702":
-			t.Pre = "laguna"
 		case "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855":
 			// noop, empty pretokenizer
 		default:

discover/runner.go

@@ -112,9 +112,10 @@ func GPUDevices(ctx context.Context, runners []ml.FilteredRunnerDiscovery) []ml.
 			}
 
 			ctx1stPass, cancel := context.WithTimeout(ctx, bootstrapTimeout)
+			defer cancel()
+
 			// For this pass, we retain duplicates in case any are incompatible with some libraries
-			devices = append(devices, bootstrapDevicesWithMetalRetry(ctx1stPass, ctx, bootstrapTimeout, dirs, nil)...)
-			cancel()
+			devices = append(devices, bootstrapDevices(ctx1stPass, dirs, nil)...)
 		}
 
 		// In the second pass, we more deeply initialize the GPUs to weed out devices that
@@ -146,9 +147,9 @@ func GPUDevices(ctx context.Context, runners []ml.FilteredRunnerDiscovery) []ml.
 			wg.Add(1)
 			go func(i int) {
 				defer wg.Done()
-				extraEnvs := ml.GetDevicesEnv(devices[i:i+1], true)
+				extraEnvs := ml.GetVisibleDevicesEnv(devices[i:i+1], true)
 				devices[i].AddInitValidation(extraEnvs)
-				if len(bootstrapDevicesWithMetalRetry(ctx2ndPass, ctx, 30*time.Second, devices[i].LibraryPath, extraEnvs)) == 0 {
+				if len(bootstrapDevices(ctx2ndPass, devices[i].LibraryPath, extraEnvs)) == 0 {
 					slog.Debug("filtering device which didn't fully initialize",
 						"id", devices[i].ID,
 						"libdir", devices[i].LibraryPath[len(devices[i].LibraryPath)-1],
@@ -333,7 +334,7 @@ func GPUDevices(ctx context.Context, runners []ml.FilteredRunnerDiscovery) []ml.
 
 			// Apply any dev filters to avoid re-discovering unsupported devices, and get IDs correct
 			// We avoid CUDA filters here to keep ROCm from failing to discover GPUs in a mixed environment
-			devFilter := ml.GetDevicesEnv(devices, false)
+			devFilter := ml.GetVisibleDevicesEnv(devices, false)
 
 			for dir := range libDirs {
 				updatedDevices := bootstrapDevices(ctx, []string{ml.LibOllamaPath, dir}, devFilter)
@@ -426,84 +427,27 @@ func (r *bootstrapRunner) HasExited() bool {
 	return false
 }
 
-func bootstrapDevicesWithMetalRetry(firstAttemptCtx, retryParentCtx context.Context, timeout time.Duration, ollamaLibDirs []string, extraEnvs map[string]string) []ml.DeviceInfo {
-	runDiscovery := func(ctx context.Context, extraEnvs map[string]string) ([]ml.DeviceInfo, *llm.StatusWriter, int, error) {
-		start := time.Now()
-		defer func() {
-			slog.Debug("bootstrap discovery took", "duration", time.Since(start), "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs)
-		}()
-		return bootstrapDevicesWithStatus(ctx, ollamaLibDirs, extraEnvs)
-	}
-
-	devices, status, exitCode, err := runDiscovery(firstAttemptCtx, extraEnvs)
-	if err == nil {
-		recordPersistentRunnerEnv(devices, extraEnvs)
-	}
-	if err != nil && llm.ShouldRetryWithMetalTensorDisabled(err, status) && (extraEnvs == nil || extraEnvs["GGML_METAL_TENSOR_DISABLE"] != "1") {
-		retryEnvs := map[string]string{}
-		for k, v := range extraEnvs {
-			retryEnvs[k] = v
-		}
-		retryEnvs["GGML_METAL_TENSOR_DISABLE"] = "1"
-		slog.Warn("retrying GPU discovery with Metal tensor API disabled", "error", err)
-		retryCtx, cancel := context.WithTimeout(retryParentCtx, timeout)
-		defer cancel()
-		devices, status, exitCode, err = runDiscovery(retryCtx, retryEnvs)
-		if err == nil {
-			recordPersistentRunnerEnv(devices, retryEnvs)
-		}
-	}
-
-	if err != nil {
-		if exitCode >= 0 {
-			// Expected during bootstrapping while we filter out unsupported GPUs.
-			logutil.Trace("runner exited", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs, "code", exitCode, "detail", status.LastError())
-		} else {
-			slog.Info("failure during GPU discovery", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs, "error", err, "detail", status.LastError())
-		}
-	}
-
-	return devices
-}
-
-func recordPersistentRunnerEnv(devices []ml.DeviceInfo, extraEnvs map[string]string) {
-	if extraEnvs["GGML_METAL_TENSOR_DISABLE"] != "1" {
-		return
-	}
-
-	for i := range devices {
-		if devices[i].Library != "Metal" {
-			continue
-		}
-		if devices[i].RunnerEnvOverrides == nil {
-			devices[i].RunnerEnvOverrides = map[string]string{}
-		}
-		devices[i].RunnerEnvOverrides["GGML_METAL_TENSOR_DISABLE"] = "1"
-	}
-}
-
 func bootstrapDevices(ctx context.Context, ollamaLibDirs []string, extraEnvs map[string]string) []ml.DeviceInfo {
-	devices, _, _, _ := bootstrapDevicesWithStatus(ctx, ollamaLibDirs, extraEnvs)
-	return devices
-}
-
-func bootstrapDevicesWithStatus(ctx context.Context, ollamaLibDirs []string, extraEnvs map[string]string) ([]ml.DeviceInfo, *llm.StatusWriter, int, error) {
-	var baseOut io.Writer = io.Discard
+	var out io.Writer
 	if envconfig.LogLevel() == logutil.LevelTrace {
-		baseOut = os.Stderr
+		out = os.Stderr
 	}
+	start := time.Now()
+	defer func() {
+		slog.Debug("bootstrap discovery took", "duration", time.Since(start), "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs)
+	}()
 
-	status := llm.NewStatusWriter(baseOut)
+	logutil.Trace("starting runner for device discovery", "libDirs", ollamaLibDirs, "extraEnvs", extraEnvs)
 	cmd, port, err := llm.StartRunner(
 		true, // ollama engine
 		"",   // no model
 		ollamaLibDirs,
-		status,
+		out,
 		extraEnvs,
 	)
 	if err != nil {
 		slog.Debug("failed to start runner to discovery GPUs", "error", err)
-		return nil, status, -1, err
+		return nil
 	}
 
 	go func() {
@@ -511,13 +455,18 @@ func bootstrapDevicesWithStatus(ctx context.Context, ollamaLibDirs []string, ext
 	}()
 
 	defer cmd.Process.Kill()
-
 	devices, err := ml.GetDevicesFromRunner(ctx, &bootstrapRunner{port: port, cmd: cmd})
-	exitCode := -1
-	if cmd.ProcessState != nil {
-		exitCode = cmd.ProcessState.ExitCode()
+	if err != nil {
+		if cmd.ProcessState != nil && cmd.ProcessState.ExitCode() >= 0 {
+			// Expected during bootstrapping while we filter out unsupported AMD GPUs
+			logutil.Trace("runner exited", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs, "code", cmd.ProcessState.ExitCode())
+		} else {
+			slog.Info("failure during GPU discovery", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "extra_envs", extraEnvs, "error", err)
+		}
 	}
-	return devices, status, exitCode, err
+	logutil.Trace("runner enumerated devices", "OLLAMA_LIBRARY_PATH", ollamaLibDirs, "devices", devices)
+
+	return devices
 }
 
 func overrideWarnings() {

discover/runner_test.go

@@ -4,8 +4,6 @@ import (
 	"log/slog"
 	"os"
 	"testing"
-
-	"github.com/ollama/ollama/ml"
 )
 
 func init() {
@@ -109,27 +107,3 @@ func TestFilterOverlapByLibrary(t *testing.T) {
 		})
 	}
 }
-
-func TestRecordPersistentRunnerEnv(t *testing.T) {
-	devices := []ml.DeviceInfo{
-		{DeviceID: ml.DeviceID{Library: "Metal", ID: "0"}},
-		{DeviceID: ml.DeviceID{Library: "CUDA", ID: "1"}},
-	}
-
-	recordPersistentRunnerEnv(devices, map[string]string{
-		"GGML_METAL_TENSOR_DISABLE": "1",
-		"CUDA_VISIBLE_DEVICES":      "1",
-	})
-
-	if got := devices[0].RunnerEnvOverrides["GGML_METAL_TENSOR_DISABLE"]; got != "1" {
-		t.Fatalf("Metal RunnerEnvOverrides = %q, want %q", got, "1")
-	}
-
-	if _, ok := devices[0].RunnerEnvOverrides["CUDA_VISIBLE_DEVICES"]; ok {
-		t.Fatal("unexpected CUDA_VISIBLE_DEVICES in Metal RunnerEnvOverrides")
-	}
-
-	if devices[1].RunnerEnvOverrides != nil {
-		t.Fatalf("unexpected RunnerEnvOverrides recorded for non-Metal device: %#v", devices[1].RunnerEnvOverrides)
-	}
-}

docs/capabilities/structured-outputs.mdx

@@ -2,10 +2,6 @@
 title: Structured Outputs
 ---
 
-<Note>
-  Ollama's Cloud currently does not support structured outputs.
-</Note>
-
 Structured outputs let you enforce a JSON schema on model responses so you can reliably extract structured data, describe images, or keep every reply consistent.
 
 ## Generating structured JSON

docs/development.md

@@ -206,6 +206,35 @@ To run tests, use `go test`:
 go test ./...
 ```
 
+> NOTE: In rare circumstances, you may need to change a package using the new
+> "synctest" package in go1.24.
+>
+> If you do not have the "synctest" package enabled, you will not see build or
+> test failures resulting from your change(s), if any, locally, but CI will
+> break.
+>
+> If you see failures in CI, you can either keep pushing changes to see if the
+> CI build passes, or you can enable the "synctest" package locally to see the
+> failures before pushing.
+>
+> To enable the "synctest" package for testing, run the following command:
+>
+> ```shell
+> GOEXPERIMENT=synctest go test ./...
+> ```
+>
+> If you wish to enable synctest for all go commands, you can set the
+> `GOEXPERIMENT` environment variable in your shell profile or by using:
+>
+> ```shell
+> go env -w GOEXPERIMENT=synctest
+> ```
+>
+> Which will enable the "synctest" package for all go commands without needing
+> to set it for all shell sessions.
+>
+> The synctest package is not required for production builds.
+
 ## Library detection
 
 Ollama looks for acceleration libraries in the following paths relative to the `ollama` executable:

docs/docs.json

@@ -75,10 +75,6 @@
     {
       "source": "/integrations/clawdbot",
       "destination": "/integrations/openclaw"
-    },
-    {
-      "source": "/integrations/poolside",
-      "destination": "/integrations/pool"
     }
   ],
   "navigation": {
@@ -128,8 +124,7 @@
                   "/integrations/opencode",
                   "/integrations/droid",
                   "/integrations/goose",
-                  "/integrations/pi",
-                  "/integrations/pool"
+                  "/integrations/pi"
                 ]
               },
               {

docs/integrations/claude-desktop.mdx

@@ -1,13 +0,0 @@
----
-title: Claude Desktop
----
-
-Claude Desktop is no longer supported by `ollama launch`.
-
-Existing installations can be restored to the usual Claude profile:
-
-```shell
-ollama launch claude-desktop --restore
-```
-
-Use [Claude Code](/integrations/claude-code) for Anthropic-compatible coding workflows with Ollama.

docs/integrations/hermes.mdx

@@ -2,9 +2,7 @@
 title: Hermes Agent
 ---
 
-Hermes Agent is a self-improving AI agent built by Nous Research. It features automatic skill creation, cross-session memory, and 70+ skills that it ships with by default. 
-
-![Hermes Agent with Ollama](/images/hermes.png)
+Hermes Agent is a self-improving AI agent built by Nous Research. It features automatic skill creation, cross-session memory, and connects messaging platforms (Telegram, Discord, Slack, WhatsApp, Signal, Email) to models through a unified gateway.
 
 ## Quick start
 
@@ -12,56 +10,25 @@ Hermes Agent is a self-improving AI agent built by Nous Research. It features au
 ollama launch hermes
 ```
 
-Ollama handles everything automatically:
+### Pull a model
 
-1. **Install** — If Hermes isn't installed, Ollama prompts to install it via the Nous Research install script
-2. **Model** — Pick a model from the selector (local or cloud)
-3. **Onboarding** — Ollama configures the Ollama provider, points Hermes at `http://127.0.0.1:11434/v1`, and sets your model as the primary
-4. **Gateway** — Optionally connects a messaging platform (Telegram, Discord, Slack, WhatsApp, Signal, Email) and launches the Hermes chat
-
-<Note>Hermes on Windows requires WSL2. Install it with `wsl --install` and re-run from inside the WSL shell.</Note>
-
-## Recommended models
-
-**Cloud models**:
-
-- `kimi-k2.5:cloud` — Multimodal reasoning with subagents
-- `glm-5.1:cloud` — Reasoning and code generation
-- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
-- `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
-
-**Local models:**
-
-- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
-- `qwen3.6` — Reasoning, coding, and visual understanding locally (~24 GB VRAM)
-
-More models at [ollama.com/search](https://ollama.com/search?c=cloud).
-
-## Connect messaging apps
-
-Link Telegram, Discord, Slack, WhatsApp, Signal, or Email to chat with your models from anywhere:
+Before running the setup wizard, make sure you have a model available. Hermes will auto-detect models downloaded through Ollama.
 
 ```bash
-hermes gateway setup
+ollama pull kimi-k2.5:cloud
 ```
 
-## Reconfigure
+See [Recommended models](#recommended-models) for more options.
 
-Re-run the full setup wizard at any time:
-
-```bash
-hermes setup
-```
-
-## Manual setup
-
-If you'd rather drive Hermes's own wizard instead of `ollama launch hermes`, install it directly:
+### Install
 
 ```bash
 curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
 ```
 
-Hermes launches the setup wizard automatically. Choose **Quick setup**:
+### Set up
+
+After installation, Hermes launches the setup wizard automatically. Choose **Quick setup**:
 
 ```
 How would you like to set up Hermes?
@@ -117,3 +84,32 @@ Connect a messaging platform? (Telegram, Discord, etc.)
 Launch hermes chat now? [Y/n]: Y
 ```
 
+## Recommended models
+
+**Cloud models**:
+
+- `kimi-k2.5:cloud` — Multimodal reasoning with subagents
+- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
+- `glm-5.1:cloud` — Reasoning and code generation
+- `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
+
+**Local models:**
+
+- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
+- `qwen3.5` — Reasoning, coding, and visual understanding locally (~11 GB VRAM)
+
+More models at [ollama.com/search](https://ollama.com/models).
+
+## Configure later
+
+Re-run the setup wizard at any time:
+
+```bash
+hermes setup
+```
+
+To configure just messaging:
+
+```bash
+hermes setup gateway
+```

docs/integrations/index.mdx

@@ -15,7 +15,6 @@ Coding assistants that can read, modify, and execute code in your projects.
 - [Droid](/integrations/droid)
 - [Goose](/integrations/goose)
 - [Pi](/integrations/pi)
-- [Pool](/integrations/pool)
 
 ## Assistants
 

docs/integrations/openclaw.mdx

@@ -15,7 +15,7 @@ Ollama handles everything automatically:
 1. **Install** — If OpenClaw isn't installed, Ollama prompts to install it via npm
 2. **Security** — On the first launch, a security notice explains the risks of tool access
 3. **Model** — Pick a model from the selector (local or cloud)
-4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and enables OpenClaw's bundled Ollama web search
+4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and installs the web search and fetch plugin
 5. **Gateway** — Starts in the background and opens the OpenClaw TUI
 
 <Note>OpenClaw requires a larger context window. It is recommended to use a context window of at least 64k tokens if using local models. See [Context length](/context-length) for more information.</Note>
@@ -24,19 +24,19 @@ Ollama handles everything automatically:
 
 ## Web search and fetch
 
-OpenClaw ships with a bundled Ollama `web_search` provider that lets local or cloud-backed Ollama setups search the web through the configured Ollama host.
+OpenClaw ships with a web search and fetch plugin that gives local or cloud models the ability to search the web and extract readable page content.
 
 ```bash
 ollama launch openclaw
 ```
 
-Ollama web search is enabled automatically when launching OpenClaw through Ollama. To configure it manually:
+Web search and fetch is enabled automatically when launching OpenClaw through Ollama. To install the plugin directly:
 
 ```bash
-openclaw configure --section web
+openclaw plugins install @ollama/openclaw-web-search
 ```
 
-<Note>Ollama web search for local models requires `ollama signin`.</Note>
+<Note>Web search for local models requires `ollama signin`.</Note>
 
 ## Configure without launching
 
@@ -93,3 +93,4 @@ Link WhatsApp, Telegram, Slack, Discord, or iMessage to chat with your local mod
 ```bash
 openclaw gateway stop
 ```
+

docs/integrations/pool.mdx

@@ -1,54 +0,0 @@
----
-title: Pool
----
-
-Pool is Poolside's software agent for the terminal, built for enterprise development workflows.
-
-## Install
-
-Install [Pool](https://github.com/poolsideai/pool):
-
-## Usage with Ollama
-
-### Quick setup
-
-```shell
-ollama launch pool
-```
-
-### Run directly with a model
-
-```shell
-ollama launch pool --model kimi-k2.6:cloud
-```
-
-### Pass arguments through to Pool
-
-Arguments after `--` are passed directly to Pool:
-
-```shell
-ollama launch pool -- --help
-```
-
-## Manual setup
-
-Pool connects to Ollama using the OpenAI-compatible API via environment variables.
-
-1. Set the environment variables:
-
-```shell
-export POOLSIDE_STANDALONE_BASE_URL=http://localhost:11434/v1
-export POOLSIDE_API_KEY=ollama
-```
-
-2. Run Pool with an Ollama model:
-
-```shell
-pool -m kimi-k2.6:cloud
-```
-
-Or run with environment variables inline:
-
-```shell
-POOLSIDE_STANDALONE_BASE_URL=http://localhost:11434/v1 POOLSIDE_API_KEY=ollama pool -m kimi-k2.6:cloud
-```

fs/ggml/ggml.go

@@ -283,11 +283,10 @@ func (kv KV) OllamaEngineRequired() bool {
 		"gemma3n",
 		"gemma4",
 		"gptoss", "gpt-oss",
-		"laguna",
 		"llama4",
 		"mistral3",
 		"mllama",
-		"nemotron_h", "nemotron_h_moe", "nemotron_h_omni",
+		"nemotron_h", "nemotron_h_moe",
 		"nomic-bert",
 		"olmo3",
 		"qwen25vl",
@@ -898,7 +897,7 @@ func (f GGML) FlashAttention() bool {
 		"lfm2",
 		"lfm2moe",
 		"mistral3",
-		"nemotron_h", "nemotron_h_moe", "nemotron_h_omni",
+		"nemotron_h", "nemotron_h_moe",
 		"olmo3",
 		"qwen3", "qwen3moe",
 		"qwen35", "qwen35moe",

go.mod

@@ -1,6 +1,6 @@
 module github.com/ollama/ollama
 
-go 1.26.0
+go 1.24.1
 
 require (
 	github.com/TheTitanrain/w32 v0.0.0-20180517000239-4f5cfb03fabf

integration/api_test.go

@@ -406,6 +406,10 @@ func TestAPIShowModel(t *testing.T) {
 }
 
 func TestAPIGenerateLogprobs(t *testing.T) {
+	if testModel != "" {
+		// Logprobs requires runner support (e.g. llama.cpp has it, MLX does not).
+		t.Skip("logprobs not supported by all runners")
+	}
 	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
 	defer cancel()
 
@@ -519,6 +523,10 @@ func TestAPIGenerateLogprobs(t *testing.T) {
 }
 
 func TestAPIChatLogprobs(t *testing.T) {
+	if testModel != "" {
+		// Logprobs requires runner support (e.g. llama.cpp has it, MLX does not).
+		t.Skip("logprobs not supported by all runners")
+	}
 	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
 	defer cancel()
 

llm/server.go

@@ -278,7 +278,7 @@ func NewLlamaServer(systemInfo ml.SystemInfo, gpus []ml.DeviceInfo, modelPath st
 		modelPath,
 		gpuLibs,
 		status,
-		ml.GetDevicesEnv(gpus, false),
+		ml.GetVisibleDevicesEnv(gpus, false),
 	)
 
 	s := llmServer{
@@ -298,8 +298,8 @@ func NewLlamaServer(systemInfo ml.SystemInfo, gpus []ml.DeviceInfo, modelPath st
 
 	if err != nil {
 		var msg string
-		if s.status != nil && s.status.LastError() != "" {
-			msg = s.status.LastError()
+		if s.status != nil && s.status.LastErrMsg != "" {
+			msg = s.status.LastErrMsg
 		}
 		err := fmt.Errorf("error starting runner: %v %s", err, msg)
 		if llamaModel != nil {
@@ -312,12 +312,12 @@ func NewLlamaServer(systemInfo ml.SystemInfo, gpus []ml.DeviceInfo, modelPath st
 	go func() {
 		err := s.cmd.Wait()
 		// Favor a more detailed message over the process exit status
-		if err != nil && s.status != nil && s.status.LastError() != "" {
+		if err != nil && s.status != nil && s.status.LastErrMsg != "" {
 			slog.Error("llama runner terminated", "error", err)
-			if strings.Contains(s.status.LastError(), "unknown model") {
-				s.status.SetLastError("this model is not supported by your version of Ollama. You may need to upgrade")
+			if strings.Contains(s.status.LastErrMsg, "unknown model") {
+				s.status.LastErrMsg = "this model is not supported by your version of Ollama. You may need to upgrade"
 			}
-			s.doneErr = errors.New(s.status.LastError())
+			s.doneErr = errors.New(s.status.LastErrMsg)
 		} else {
 			s.doneErr = err
 		}
@@ -385,9 +385,20 @@ func StartRunner(ollamaEngine bool, modelPath string, gpuLibs []string, out io.W
 	cmd.Env = os.Environ()
 
 	if out != nil {
-		// os/exec serializes Write calls when shared
-		cmd.Stdout = out
-		cmd.Stderr = out
+		stdout, err := cmd.StdoutPipe()
+		if err != nil {
+			return nil, 0, fmt.Errorf("failed to spawn server stdout pipe: %w", err)
+		}
+		stderr, err := cmd.StderrPipe()
+		if err != nil {
+			return nil, 0, fmt.Errorf("failed to spawn server stderr pipe: %w", err)
+		}
+		go func() {
+			io.Copy(out, stdout) //nolint:errcheck
+		}()
+		go func() {
+			io.Copy(out, stderr) //nolint:errcheck
+		}()
 	}
 	cmd.SysProcAttr = LlamaServerSysProcAttr
 
@@ -440,38 +451,6 @@ func StartRunner(ollamaEngine bool, modelPath string, gpuLibs []string, out io.W
 	return
 }
 
-// Workaround possible runtime crash where the probe incorrectly
-// enables metal tensor, but fails at runtime
-func ShouldRetryWithMetalTensorDisabled(err error, status *StatusWriter) bool {
-	if runtime.GOOS != "darwin" {
-		return false
-	}
-
-	var msg strings.Builder
-	msg.WriteString(strings.ToLower(err.Error()))
-	if status != nil && status.LastError() != "" {
-		msg.WriteByte(' ')
-		msg.WriteString(strings.ToLower(status.LastError()))
-	}
-	text := msg.String()
-
-	for _, needle := range []string{
-		"failed to initialize ggml backend device: metal",
-		"failed to initialize metal backend",
-		"failed to initialize the metal library",
-		"failed to allocate context",
-		"unable to create llama context",
-		"signal arrived during cgo execution",
-		"input types must match cooperative tensor types",
-	} {
-		if strings.Contains(text, needle) {
-			return true
-		}
-	}
-
-	return false
-}
-
 func (s *llmServer) ModelPath() string {
 	return s.modelPath
 }
@@ -744,7 +723,7 @@ func (s *llamaServer) Load(ctx context.Context, systemInfo ml.SystemInfo, system
 
 	// The llama engine does its memory allocations together with model loading, so we
 	// need to wait until it is done to ensure that we have accurate memory data before
-	// loading the next model.
+	// loading the next model
 	return uniqueDeviceIDs(s.loadRequest.GPULayers), s.WaitUntilRunning(ctx)
 }
 
@@ -1297,8 +1276,8 @@ func (s *llmServer) getServerStatus(ctx context.Context) (ServerStatus, error) {
 	// Fail fast if its exited
 	if s.cmd.ProcessState != nil {
 		msg := ""
-		if s.status != nil && s.status.LastError() != "" {
-			msg = s.status.LastError()
+		if s.status != nil && s.status.LastErrMsg != "" {
+			msg = s.status.LastErrMsg
 		}
 		if s.cmd.ProcessState.ExitCode() == -1 {
 			// Most likely a signal killed it, log some more details to try to help troubleshoot
@@ -1392,30 +1371,21 @@ func (s *llmServer) WaitUntilRunning(ctx context.Context) error {
 			slog.Warn("client connection closed before server finished loading, aborting load")
 			return fmt.Errorf("timed out waiting for llama runner to start: %w", ctx.Err())
 		case <-s.done:
-			if s.status != nil && s.status.LastError() != "" {
-				return fmt.Errorf("llama runner process has terminated: %s", s.status.LastError())
-			}
-			if s.doneErr != nil {
-				return fmt.Errorf("llama runner process has terminated: %w", s.doneErr)
-			}
-			if s.cmd != nil && s.cmd.ProcessState != nil {
-				return fmt.Errorf("llama runner process has terminated with exit code %d", s.cmd.ProcessState.ExitCode())
-			}
-			return errors.New("llama runner process has terminated")
+			return fmt.Errorf("llama runner process has terminated: %w", s.doneErr)
 		default:
 		}
 		if time.Now().After(stallTimer) {
 			// timeout
 			msg := ""
-			if s.status != nil && s.status.LastError() != "" {
-				msg = s.status.LastError()
+			if s.status != nil && s.status.LastErrMsg != "" {
+				msg = s.status.LastErrMsg
 			}
 			return fmt.Errorf("timed out waiting for llama runner to start - progress %0.2f - %s", s.loadProgress, msg)
 		}
 		if s.cmd.ProcessState != nil {
 			msg := ""
-			if s.status != nil && s.status.LastError() != "" {
-				msg = s.status.LastError()
+			if s.status != nil && s.status.LastErrMsg != "" {
+				msg = s.status.LastErrMsg
 			}
 			return fmt.Errorf("llama runner process no longer running: %d %s", s.cmd.ProcessState.ExitCode(), msg)
 		}
@@ -1725,8 +1695,8 @@ func (s *llmServer) Completion(ctx context.Context, req CompletionRequest, fn fu
 		if strings.Contains(err.Error(), "unexpected EOF") || strings.Contains(err.Error(), "forcibly closed") {
 			s.Close()
 			var msg string
-			if s.status != nil && s.status.LastError() != "" {
-				msg = s.status.LastError()
+			if s.status != nil && s.status.LastErrMsg != "" {
+				msg = s.status.LastErrMsg
 			} else {
 				msg = err.Error()
 			}

llm/server_wait_test.go

@@ -1,31 +0,0 @@
-package llm
-
-import (
-	"context"
-	"strings"
-	"testing"
-)
-
-func TestWaitUntilRunningUsesStatusMessageWhenDoneErrIsNil(t *testing.T) {
-	done := make(chan struct{})
-	close(done)
-
-	status := &StatusWriter{}
-	status.SetLastError("llama_init_from_model: failed to initialize the context: failed to initialize Metal backend")
-
-	s := &llmServer{
-		done:   done,
-		status: status,
-	}
-
-	err := s.WaitUntilRunning(context.Background())
-	if err == nil {
-		t.Fatal("expected error")
-	}
-	if strings.Contains(err.Error(), "%!w(<nil>)") {
-		t.Fatalf("unexpected wrapped nil error: %q", err)
-	}
-	if !strings.Contains(err.Error(), s.status.LastError()) {
-		t.Fatalf("error %q does not include status message %q", err, s.status.LastError())
-	}
-}

llm/status.go

@@ -2,75 +2,26 @@ package llm
 
 import (
 	"bytes"
-	"io"
-	"strings"
-	"sync/atomic"
+	"os"
 )
 
 // StatusWriter is a writer that captures error messages from the llama runner process
 type StatusWriter struct {
-	out io.Writer
-	// StartRunner wires both Stdout and Stderr to the same StatusWriter, and
-	// os/exec serializes Write calls in that case.
-	lastErrMsg atomic.Value
+	LastErrMsg string
+	out        *os.File
 }
 
-const maxCapturedErrorBytes = 8 * 1024
-
-func NewStatusWriter(out io.Writer) *StatusWriter {
+func NewStatusWriter(out *os.File) *StatusWriter {
 	return &StatusWriter{
 		out: out,
 	}
 }
 
-func (w *StatusWriter) LastError() string {
-	if w == nil {
-		return ""
-	}
-	if v := w.lastErrMsg.Load(); v != nil {
-		return v.(string)
-	}
-	return ""
-}
-
-func (w *StatusWriter) SetLastError(msg string) {
-	if w == nil {
-		return
-	}
-	w.lastErrMsg.Store(msg)
-}
-
-func (w *StatusWriter) AppendError(msg string) {
-	if w == nil || msg == "" {
-		return
-	}
-
-	if current := w.LastError(); current != "" {
-		msg = current + "\n" + msg
-	}
-
-	if len(msg) > maxCapturedErrorBytes {
-		msg = msg[len(msg)-maxCapturedErrorBytes:]
-		if i := strings.IndexByte(msg, '\n'); i >= 0 {
-			msg = msg[i+1:]
-		}
-	}
-
-	w.SetLastError(msg)
-}
-
 // TODO - regex matching to detect errors like
 // libcublasLt.so.11: cannot open shared object file: No such file or directory
-// TODO - if we later see error lines split across multiple Write calls in real
-// logs, add a small rolling buffer here to capture those fragments.
 
 var errorPrefixes = []string{
-	"mlx:",
-	"MLX:",
-	"panic:",
-	"fatal error:",
 	"error:",
-	"Error:",
 	"CUDA error",
 	"ROCm error",
 	"cudaMalloc failed",
@@ -78,29 +29,17 @@ var errorPrefixes = []string{
 	"error loading model",
 	"GGML_ASSERT",
 	"Deepseek2 does not support K-shift",
-	"signal arrived during cgo execution",
-	"llama_init_from_model:",
 }
 
 func (w *StatusWriter) Write(b []byte) (int, error) {
 	var errMsg string
-	errStart := -1
-	var errPrefix string
 	for _, prefix := range errorPrefixes {
-		if i := bytes.Index(b, []byte(prefix)); i >= 0 && (errStart < 0 || i < errStart) {
-			errStart = i
-			errPrefix = prefix
+		if _, after, ok := bytes.Cut(b, []byte(prefix)); ok {
+			errMsg = prefix + string(bytes.TrimSpace(after))
 		}
 	}
-	if errStart >= 0 {
-		line := b[errStart+len(errPrefix):]
-		if j := bytes.IndexByte(line, '\n'); j >= 0 {
-			line = line[:j]
-		}
-		errMsg = errPrefix + string(bytes.TrimRight(line, " \t\r"))
-	}
 	if errMsg != "" {
-		w.AppendError(errMsg)
+		w.LastErrMsg = errMsg
 	}
 
 	return w.out.Write(b)

llm/status_test.go

@@ -1,68 +0,0 @@
-package llm
-
-import (
-	"io"
-	"testing"
-)
-
-func TestStatusWriterCapturesErrorLine(t *testing.T) {
-	tests := []struct {
-		name string
-		log  string
-		want string
-	}{
-		{
-			name: "llama init",
-			log:  "llama_init_from_model: failed to initialize the context: failed to initialize Metal backend\n",
-			want: "llama_init_from_model: failed to initialize the context: failed to initialize Metal backend",
-		},
-		{
-			name: "cobra error",
-			log:  "Error: foo baz bar\n",
-			want: "Error: foo baz bar",
-		},
-		{
-			name: "uppercase mlx",
-			log:  "MLX: there was an error\n",
-			want: "MLX: there was an error",
-		},
-		{
-			name: "panic header",
-			log: "time=2026-05-01T15:36:45.053Z level=INFO source=pipeline.go:71 msg=\"peak memory\" size=\"8.26 GiB\"\n" +
-				"panic: mlx: Failed to compile kernel: nvrtc: error: invalid value for --gpu-architecture (-arch)\n" +
-				"\t. at /go/src/github.com/ollama/ollama/build/_deps/mlx-c-src/mlx/c/transforms.cpp:15\n\n" +
-				"goroutine 31 [running]:\n" +
-				"golang.org/x/sync/errgroup.(*Group).Go.func1()\n" +
-				"\tgolang.org/x/sync@v0.17.0/errgroup/errgroup.go:93 +0x50\n",
-			want: "panic: mlx: Failed to compile kernel: nvrtc: error: invalid value for --gpu-architecture (-arch)",
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			w := NewStatusWriter(io.Discard)
-			if _, err := w.Write([]byte(tt.log)); err != nil {
-				t.Fatal(err)
-			}
-
-			if got := w.LastError(); got != tt.want {
-				t.Fatalf("LastError = %q, want %q", got, tt.want)
-			}
-		})
-	}
-}
-
-func TestStatusWriterAccumulatesErrorLines(t *testing.T) {
-	w := NewStatusWriter(io.Discard)
-	if _, err := w.Write([]byte("error: failed to initialize the Metal library\n")); err != nil {
-		t.Fatal(err)
-	}
-	if _, err := w.Write([]byte("GGML_ASSERT([rsets->data count] == 0) failed\n")); err != nil {
-		t.Fatal(err)
-	}
-
-	want := "error: failed to initialize the Metal library\nGGML_ASSERT([rsets->data count] == 0) failed"
-	if got := w.LastError(); got != want {
-		t.Fatalf("LastError = %q, want %q", got, want)
-	}
-}

manifest/layer.go

@@ -6,7 +6,6 @@ import (
 	"fmt"
 	"io"
 	"os"
-	"time"
 )
 
 type Layer struct {
@@ -61,9 +60,6 @@ func NewLayer(r io.Reader, mediatype string) (Layer, error) {
 			return Layer{}, err
 		}
 	}
-	if err := touchLayer(blob); err != nil {
-		return Layer{}, err
-	}
 
 	return Layer{
 		MediaType: mediatype,
@@ -87,9 +83,6 @@ func NewLayerFromLayer(digest, mediatype, from string) (Layer, error) {
 	if err != nil {
 		return Layer{}, err
 	}
-	if err := touchLayer(blob); err != nil {
-		return Layer{}, err
-	}
 
 	return Layer{
 		MediaType: mediatype,
@@ -100,11 +93,6 @@ func NewLayerFromLayer(digest, mediatype, from string) (Layer, error) {
 	}, nil
 }
 
-func touchLayer(path string) error {
-	now := time.Now()
-	return os.Chtimes(path, now, now)
-}
-
 func (l *Layer) Open() (io.ReadSeekCloser, error) {
 	if l.Digest == "" {
 		return nil, errors.New("opening layer with empty digest")

ml/backend/ggml/ggml.go

@@ -50,18 +50,8 @@ var initDevices = sync.OnceFunc(func() {
 	backends = make(map[C.ggml_backend_dev_t]C.ggml_backend_t)
 	for i := range C.ggml_backend_dev_count() {
 		d := C.ggml_backend_dev_get(i)
-		t := C.ggml_backend_dev_type(d)
-		name := C.GoString(C.ggml_backend_dev_name(d))
 
-		b := C.ggml_backend_dev_init(d, nil)
-		if b == nil {
-			slog.Error("failed to initialize ggml backend device", "device", name, "type", t)
-			panic(fmt.Sprintf("failed to initialize ggml backend device: %s", name))
-		}
-
-		backends[d] = b
-
-		switch t {
+		switch C.ggml_backend_dev_type(d) {
 		case C.GGML_BACKEND_DEVICE_TYPE_CPU:
 			if len(cpus) == 0 {
 				// only the first cpu device should be used
@@ -73,6 +63,8 @@ var initDevices = sync.OnceFunc(func() {
 			C.GGML_BACKEND_DEVICE_TYPE_IGPU:
 			gpus = append(gpus, d)
 		}
+
+		backends[d] = C.ggml_backend_dev_init(d, nil)
 	}
 })