fix the cpu estimatedTotal memory + get the expiry time for loading models

Merge pull request #4459 from dhiltgen/sanitize_env_log
Sanitize the env var debug log
2026-01-04 21:50:40 -05:00 · 2024-05-15 15:15:14 -07:00 · 2024-05-15 14:58:55 -07:00 · 2024-05-15 14:42:57 -07:00 · 2024-05-14 15:34:29 -07:00 · 2024-05-14 15:17:04 -07:00
25 changed files with 546 additions and 293 deletions
--- a/README.md
+++ b/README.md
@@ -359,7 +359,7 @@ See the [API documentation](./docs/api.md) for all endpoints.
 - [Testcontainers](https://testcontainers.com/modules/ollama/)
 - [Portkey](https://portkey.ai/docs/welcome/integration-guides/ollama)
 - [PromptingTools.jl](https://github.com/svilupp/PromptingTools.jl) with an [example](https://svilupp.github.io/PromptingTools.jl/dev/examples/working_with_ollama)
- [LlamaScript](https://github.com/WolfTheDeveloper/llamascript)
+- [LlamaScript](https://github.com/Project-Llama/llamascript)
 ### Mobile

 - [Enchanted](https://github.com/AugustDev/enchanted)
--- a/api/client.go
+++ b/api/client.go
@@ -354,6 +354,15 @@ func (c *Client) List(ctx context.Context) (*ListResponse, error) {
 	return &lr, nil
 }

+// List running models.
+func (c *Client) ListRunning(ctx context.Context) (*ListResponse, error) {
+	var lr ListResponse
+	if err := c.do(ctx, http.MethodGet, "/api/ps", nil, &lr); err != nil {
+		return nil, err
+	}
+	return &lr, nil
+}
+
 // Copy copies a model - creating a model with another name from an existing
 // model.
 func (c *Client) Copy(ctx context.Context, req *CopyRequest) error {
--- a/api/types.go
+++ b/api/types.go
@@ -197,14 +197,17 @@ type EmbeddingResponse struct {

 // CreateRequest is the request passed to [Client.Create].
 type CreateRequest struct {
-	Model        string `json:"model"`
-	Path         string `json:"path"`
-	Modelfile    string `json:"modelfile"`
-	Stream       *bool  `json:"stream,omitempty"`
-	Quantization string `json:"quantization,omitempty"`
+	Model     string `json:"model"`
+	Path      string `json:"path"`
+	Modelfile string `json:"modelfile"`
+	Stream    *bool  `json:"stream,omitempty"`
+	Quantize  string `json:"quantize,omitempty"`

 	// Name is deprecated, see Model
 	Name string `json:"name"`
+
+	// Quantization is deprecated, see Quantize
+	Quantization string `json:"quantization,omitempty"`
 }

 // DeleteRequest is the request passed to [Client.Delete].
@@ -286,10 +289,12 @@ type ListResponse struct {
 type ModelResponse struct {
 	Name       string       `json:"name"`
 	Model      string       `json:"model"`
-	ModifiedAt time.Time    `json:"modified_at"`
+	ModifiedAt time.Time    `json:"modified_at,omitempty"`
 	Size       int64        `json:"size"`
 	Digest     string       `json:"digest"`
 	Details    ModelDetails `json:"details,omitempty"`
+	ExpiresAt  time.Time    `json:"expires_at,omitempty"`
+	SizeVRAM   int64        `json:"size_vram,omitempty"`
 }

 type TokenResponse struct {
--- a/cmd/cmd.go
+++ b/cmd/cmd.go
@@ -12,6 +12,7 @@ import (
 	"fmt"
 	"io"
 	"log"
+	"math"
 	"net"
 	"net/http"
 	"os"
@@ -142,9 +143,9 @@ func CreateHandler(cmd *cobra.Command, args []string) error {
 		return nil
 	}

-	quantization, _ := cmd.Flags().GetString("quantization")
+	quantize, _ := cmd.Flags().GetString("quantize")

-	request := api.CreateRequest{Name: args[0], Modelfile: modelfile.String(), Quantization: quantization}
+	request := api.CreateRequest{Name: args[0], Modelfile: modelfile.String(), Quantize: quantize}
 	if err := client.Create(cmd.Context(), &request, fn); err != nil {
 		return err
 	}
@@ -324,6 +325,18 @@ func RunHandler(cmd *cobra.Command, args []string) error {
 	}
 	opts.Format = format

+	keepAlive, err := cmd.Flags().GetString("keepalive")
+	if err != nil {
+		return err
+	}
+	if keepAlive != "" {
+		d, err := time.ParseDuration(keepAlive)
+		if err != nil {
+			return err
+		}
+		opts.KeepAlive = &api.Duration{Duration: d}
+	}
+
 	prompts := args[1:]
 	// prepend stdin to the prompt if provided
 	if !term.IsTerminal(int(os.Stdin.Fd())) {
@@ -496,6 +509,52 @@ func ListHandler(cmd *cobra.Command, args []string) error {
 	return nil
 }

+func ListRunningHandler(cmd *cobra.Command, args []string) error {
+	client, err := api.ClientFromEnvironment()
+	if err != nil {
+		return err
+	}
+
+	models, err := client.ListRunning(cmd.Context())
+	if err != nil {
+		return err
+	}
+
+	var data [][]string
+
+	for _, m := range models.Models {
+		if len(args) == 0 || strings.HasPrefix(m.Name, args[0]) {
+			var procStr string
+			switch {
+			case m.SizeVRAM == 0:
+				procStr = "100% CPU"
+			case m.SizeVRAM == m.Size:
+				procStr = "100% GPU"
+			case m.SizeVRAM > m.Size || m.Size == 0:
+				procStr = "Unknown"
+			default:
+				sizeCPU := m.Size - m.SizeVRAM
+				cpuPercent := math.Round(float64(sizeCPU) / float64(m.Size) * 100)
+				procStr = fmt.Sprintf("%d%%/%d%% CPU/GPU", int(cpuPercent), int(100-cpuPercent))
+			}
+			data = append(data, []string{m.Name, m.Digest[:12], format.HumanBytes(m.Size), procStr, format.HumanTime(m.ExpiresAt, "Never")})
+		}
+	}
+
+	table := tablewriter.NewWriter(os.Stdout)
+	table.SetHeader([]string{"NAME", "ID", "SIZE", "PROCESSOR", "UNTIL"})
+	table.SetHeaderAlignment(tablewriter.ALIGN_LEFT)
+	table.SetAlignment(tablewriter.ALIGN_LEFT)
+	table.SetHeaderLine(false)
+	table.SetBorder(false)
+	table.SetNoWhiteSpace(true)
+	table.SetTablePadding("\t")
+	table.AppendBulk(data)
+	table.Render()
+
+	return nil
+}
+
 func DeleteHandler(cmd *cobra.Command, args []string) error {
 	client, err := api.ClientFromEnvironment()
 	if err != nil {
@@ -672,6 +731,7 @@ type runOptions struct {
 	Images      []api.ImageData
 	Options     map[string]interface{}
 	MultiModal  bool
+	KeepAlive   *api.Duration
 }

 type displayResponseState struct {
@@ -766,6 +826,10 @@ func chat(cmd *cobra.Command, opts runOptions) (*api.Message, error) {
 		Options:  opts.Options,
 	}

+	if opts.KeepAlive != nil {
+		req.KeepAlive = opts.KeepAlive
+	}
+
 	if err := client.Chat(cancelCtx, req, fn); err != nil {
 		if errors.Is(err, context.Canceled) {
 			return nil, nil
@@ -841,14 +905,15 @@ func generate(cmd *cobra.Command, opts runOptions) error {
 	}

 	request := api.GenerateRequest{
-		Model:    opts.Model,
-		Prompt:   opts.Prompt,
-		Context:  generateContext,
-		Images:   opts.Images,
-		Format:   opts.Format,
-		System:   opts.System,
-		Template: opts.Template,
-		Options:  opts.Options,
+		Model:     opts.Model,
+		Prompt:    opts.Prompt,
+		Context:   generateContext,
+		Images:    opts.Images,
+		Format:    opts.Format,
+		System:    opts.System,
+		Template:  opts.Template,
+		Options:   opts.Options,
+		KeepAlive: opts.KeepAlive,
 	}

 	if err := client.Generate(ctx, &request, fn); err != nil {
@@ -1050,8 +1115,8 @@ func NewCLI() *cobra.Command {
 		RunE:    CreateHandler,
 	}

-	createCmd.Flags().StringP("file", "f", "Modelfile", "Name of the Modelfile (default \"Modelfile\")")
-	createCmd.Flags().StringP("quantization", "q", "", "Quantization level.")
+	createCmd.Flags().StringP("file", "f", "Modelfile", "Name of the Modelfile")
+	createCmd.Flags().StringP("quantize", "q", "", "Quantize model to this level (e.g. q4_0)")

 	showCmd := &cobra.Command{
 		Use:     "show MODEL",
@@ -1075,6 +1140,7 @@ func NewCLI() *cobra.Command {
 		RunE:    RunHandler,
 	}

+	runCmd.Flags().String("keepalive", "", "Duration to keep a model loaded (e.g. 5m)")
 	runCmd.Flags().Bool("verbose", false, "Show timings for response")
 	runCmd.Flags().Bool("insecure", false, "Use an insecure registry")
 	runCmd.Flags().Bool("nowordwrap", false, "Don't wrap words to the next line automatically")
@@ -1090,9 +1156,9 @@ func NewCLI() *cobra.Command {
 Environment Variables:

    OLLAMA_HOST         The host:port to bind to (default "127.0.0.1:11434")
-    OLLAMA_ORIGINS      A comma separated list of allowed origins.
-    OLLAMA_MODELS       The path to the models directory (default is "~/.ollama/models")
-    OLLAMA_KEEP_ALIVE   The duration that models stay loaded in memory (default is "5m")
+    OLLAMA_ORIGINS      A comma separated list of allowed origins
+    OLLAMA_MODELS       The path to the models directory (default "~/.ollama/models")
+    OLLAMA_KEEP_ALIVE   The duration that models stay loaded in memory (default "5m")
    OLLAMA_DEBUG        Set to 1 to enable additional debug logging
 `)

@@ -1123,6 +1189,14 @@ Environment Variables:
 		PreRunE: checkServerHeartbeat,
 		RunE:    ListHandler,
 	}
+
+	psCmd := &cobra.Command{
+		Use:     "ps",
+		Short:   "List running models",
+		PreRunE: checkServerHeartbeat,
+		RunE:    ListRunningHandler,
+	}
+
 	copyCmd := &cobra.Command{
 		Use:     "cp SOURCE DESTINATION",
 		Short:   "Copy a model",
@@ -1146,6 +1220,7 @@ Environment Variables:
 		pullCmd,
 		pushCmd,
 		listCmd,
+		psCmd,
 		copyCmd,
 		deleteCmd,
 	} {
@@ -1160,6 +1235,7 @@ Environment Variables:
 		pullCmd,
 		pushCmd,
 		listCmd,
+		psCmd,
 		copyCmd,
 		deleteCmd,
 	)
--- a/cmd/interactive.go
+++ b/cmd/interactive.go
@@ -17,6 +17,7 @@ import (
 	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/progress"
 	"github.com/ollama/ollama/readline"
+	"github.com/ollama/ollama/types/errtypes"
 )

 type MultilineState int
@@ -56,6 +57,11 @@ func loadModel(cmd *cobra.Command, opts *runOptions) error {
 		Model:    opts.Model,
 		Messages: []api.Message{},
 	}
+
+	if opts.KeepAlive != nil {
+		chatReq.KeepAlive = opts.KeepAlive
+	}
+
 	err = client.Chat(cmd.Context(), chatReq, func(resp api.ChatResponse) error {
 		p.StopAndClear()
 		if len(opts.Messages) > 0 {
@@ -276,13 +282,20 @@ func generateInteractive(cmd *cobra.Command, opts runOptions) error {
 			fn := func(resp api.ProgressResponse) error { return nil }
 			err = client.Create(cmd.Context(), req, fn)
 			if err != nil {
-				fmt.Println("error: couldn't save model")
+				if strings.Contains(err.Error(), errtypes.InvalidModelNameErrMsg) {
+					fmt.Printf("error: The model name '%s' is invalid\n", args[1])
+					continue
+				}
 				return err
 			}
 			fmt.Printf("Created new model '%s'\n", args[1])
 			continue
 		case strings.HasPrefix(line, "/clear"):
 			opts.Messages = []api.Message{}
+			if opts.System != "" {
+				newMessage := api.Message{Role: "system", Content: opts.System}
+				opts.Messages = append(opts.Messages, newMessage)
+			}
 			fmt.Println("Cleared session context")
 			continue
 		case strings.HasPrefix(line, "/set"):
--- a/docs/api.md
+++ b/docs/api.md
@@ -797,9 +797,9 @@ curl http://localhost:11434/api/show -d '{

 ```json
 {
-  "modelfile": "# Modelfile generated by \"ollama show\"\n# To build a new Modelfile based on this one, replace the FROM line with:\n# FROM llava:latest\n\nFROM /Users/matt/.ollama/models/blobs/sha256:200765e1283640ffbd013184bf496e261032fa75b99498a9613be4e94d63ad52\nTEMPLATE \"\"\"{{ .System }}\nUSER: {{ .Prompt }}\nASSSISTANT: \"\"\"\nPARAMETER num_ctx 4096\nPARAMETER stop \"\u003c/s\u003e\"\nPARAMETER stop \"USER:\"\nPARAMETER stop \"ASSSISTANT:\"",
-  "parameters": "num_ctx                        4096\nstop                           \u003c/s\u003e\nstop                           USER:\nstop                           ASSSISTANT:",
-  "template": "{{ .System }}\nUSER: {{ .Prompt }}\nASSSISTANT: ",
+  "modelfile": "# Modelfile generated by \"ollama show\"\n# To build a new Modelfile based on this one, replace the FROM line with:\n# FROM llava:latest\n\nFROM /Users/matt/.ollama/models/blobs/sha256:200765e1283640ffbd013184bf496e261032fa75b99498a9613be4e94d63ad52\nTEMPLATE \"\"\"{{ .System }}\nUSER: {{ .Prompt }}\nASSISTANT: \"\"\"\nPARAMETER num_ctx 4096\nPARAMETER stop \"\u003c/s\u003e\"\nPARAMETER stop \"USER:\"\nPARAMETER stop \"ASSISTANT:\"",
+  "parameters": "num_ctx                        4096\nstop                           \u003c/s\u003e\nstop                           USER:\nstop                           ASSISTANT:",
+  "template": "{{ .System }}\nUSER: {{ .Prompt }}\nASSISTANT: ",
  "details": {
    "format": "gguf",
    "family": "llama",
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -80,17 +80,19 @@ If Ollama is run as a systemd service, environment variables should be set using

 ### Setting environment variables on Windows

-On windows, Ollama inherits your user and system environment variables.
+On Windows, Ollama inherits your user and system environment variables.

-1. First Quit Ollama by clicking on it in the task bar
+1. First Quit Ollama by clicking on it in the task bar.

-2. Edit system environment variables from the control panel
+2. Start the Settings (Windows 11) or Control Panel (Windows 10) application and search for _environment variables_.

-3. Edit or create New variable(s) for your user account for `OLLAMA_HOST`, `OLLAMA_MODELS`, etc.
+3. Click on _Edit environment variables for your account_.

-4. Click OK/Apply to save
+4. Edit or create a new variable for your user account for `OLLAMA_HOST`, `OLLAMA_MODELS`, etc.

-5. Run `ollama` from a new terminal window
+5. Click OK/Apply to save.
+
+6. Start the Ollama application from the Windows Start menu.


 ## How can I expose Ollama on my network?
@@ -237,4 +239,4 @@ If you wish to override the `OLLAMA_KEEP_ALIVE` setting, use the `keep_alive` AP

 If too many requests are sent to the server, it will respond with a 503 error
 indicating the server is overloaded.  You can adjust how many requests may be
-queue by setting `OLLAMA_MAX_QUEUE`
+queue by setting `OLLAMA_MAX_QUEUE`
--- a/format/time.go
+++ b/format/time.go
@@ -60,7 +60,9 @@ func humanTime(t time.Time, zeroValue string) string {
 	}

 	delta := time.Since(t)
-	if delta < 0 {
+	if int(delta.Hours())/24/365 < -20 {
+		return "Forever"
+	} else if delta < 0 {
 		return humanDuration(-delta) + " from now"
 	}

--- a/format/time_test.go
+++ b/format/time_test.go
@@ -32,4 +32,14 @@ func TestHumanTime(t *testing.T) {
 		v := now.Add(800 * time.Millisecond)
 		assertEqual(t, HumanTime(v, ""), "Less than a second from now")
 	})
+
+	t.Run("time way in the future", func(t *testing.T) {
+		v := now.Add(24 * time.Hour * 365 * 200)
+		assertEqual(t, HumanTime(v, ""), "Forever")
+	})
+
+	t.Run("time way in the future lowercase", func(t *testing.T) {
+		v := now.Add(24 * time.Hour * 365 * 200)
+		assertEqual(t, HumanTimeLower(v, ""), "forever")
+	})
 }
--- a/go.mod
+++ b/go.mod
@@ -1,36 +1,38 @@
 module github.com/ollama/ollama

-go 1.22
-
-toolchain go1.22.0
+go 1.22.0

 require (
 	github.com/containerd/console v1.0.3
 	github.com/d4l3k/go-bfloat16 v0.0.0-20211005043715-690c3bdd05f1
 	github.com/emirpasic/gods v1.18.1
-	github.com/gin-gonic/gin v1.9.1
-	github.com/golang/protobuf v1.5.0 // indirect
-	github.com/google/uuid v1.0.0
+	github.com/gin-gonic/gin v1.10.0
+	github.com/golang/protobuf v1.5.4 // indirect
+	github.com/google/uuid v1.1.2
 	github.com/mitchellh/mapstructure v1.5.0
 	github.com/olekukonko/tablewriter v0.0.5
 	github.com/spf13/cobra v1.7.0
-	github.com/stretchr/testify v1.8.4
+	github.com/stretchr/testify v1.9.0
 	github.com/x448/float16 v0.8.4
 	golang.org/x/sync v0.3.0
 )

 require (
 	github.com/nlpodyssey/gopickle v0.3.0
-	github.com/pdevine/tensor v0.0.0-20240228013915-64ccaa8d9ca9
+	github.com/pdevine/tensor v0.0.0-20240510204454-f88f4562727c
 )

 require (
-	github.com/apache/arrow/go/arrow v0.0.0-20201229220542-30ce2eb5d4dc // indirect
+	github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40 // indirect
+	github.com/bytedance/sonic/loader v0.1.1 // indirect
 	github.com/chewxy/hm v1.0.0 // indirect
-	github.com/chewxy/math32 v1.0.8 // indirect
+	github.com/chewxy/math32 v1.10.1 // indirect
+	github.com/cloudwego/base64x v0.1.4 // indirect
+	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
-	github.com/google/flatbuffers v1.12.0 // indirect
+	github.com/google/flatbuffers v24.3.25+incompatible // indirect
+	github.com/kr/text v0.2.0 // indirect
 	github.com/mattn/go-runewidth v0.0.14 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
@@ -38,40 +40,38 @@ require (
 	github.com/xtgo/set v1.0.0 // indirect
 	go4.org/unsafe/assume-no-moving-gc v0.0.0-20231121144256-b99613f794b6 // indirect
 	golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 // indirect
-	gonum.org/v1/gonum v0.8.2 // indirect
+	gonum.org/v1/gonum v0.15.0 // indirect
 	gorgonia.org/vecf32 v0.9.0 // indirect
 	gorgonia.org/vecf64 v0.9.0 // indirect
 )

 require (
-	github.com/bytedance/sonic v1.9.1 // indirect
-	github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
-	github.com/gabriel-vasile/mimetype v1.4.2 // indirect
-	github.com/gin-contrib/cors v1.4.0
+	github.com/bytedance/sonic v1.11.6 // indirect
+	github.com/gabriel-vasile/mimetype v1.4.3 // indirect
+	github.com/gin-contrib/cors v1.7.2
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.14.0 // indirect
+	github.com/go-playground/validator/v10 v10.20.0 // indirect
 	github.com/goccy/go-json v0.10.2 // indirect
-	github.com/google/go-cmp v0.5.9 // indirect
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.4 // indirect
-	github.com/leodido/go-urn v1.2.4 // indirect
-	github.com/mattn/go-isatty v0.0.19 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.7 // indirect
+	github.com/leodido/go-urn v1.4.0 // indirect
+	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
-	github.com/pelletier/go-toml/v2 v2.0.8 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
-	github.com/ugorji/go/codec v1.2.11 // indirect
-	golang.org/x/arch v0.3.0 // indirect
-	golang.org/x/crypto v0.14.0
-	golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63
-	golang.org/x/net v0.17.0 // indirect
-	golang.org/x/sys v0.13.0
-	golang.org/x/term v0.13.0
-	golang.org/x/text v0.14.0 // indirect
-	google.golang.org/protobuf v1.30.0
+	github.com/ugorji/go/codec v1.2.12 // indirect
+	golang.org/x/arch v0.8.0 // indirect
+	golang.org/x/crypto v0.23.0
+	golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa
+	golang.org/x/net v0.25.0 // indirect
+	golang.org/x/sys v0.20.0
+	golang.org/x/term v0.20.0
+	golang.org/x/text v0.15.0 // indirect
+	google.golang.org/protobuf v1.34.1
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,22 +1,32 @@
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
+gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zumjgTw83q2ge/PI+yyw8=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
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-google.golang.org/grpc v1.32.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
-google.golang.org/grpc/cmd/protoc-gen-go-grpc v0.0.0-20200910201057-6591123024b3/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
+google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0=
+google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
+google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM=
+google.golang.org/grpc v1.39.0/go.mod h1:PImNr+rS9TWYb2O4/emRugxiyHZ5JyHW5F+RPnDzfrE=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
@@ -283,20 +336,18 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi
 google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.24.0/go.mod h1:r/3tXBNzIEhYS9I1OUVjXDlt8tc493IdKGjtUeSXeh4=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
-google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
-google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
-google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
+google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
+google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
+google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
-gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
-gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
+gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gorgonia.org/vecf32 v0.9.0 h1:PClazic1r+JVJ1dEzRXgeiVl4g1/Hf/w+wUSqnco1Xg=
@@ -305,4 +356,5 @@ gorgonia.org/vecf64 v0.9.0 h1:bgZDP5x0OzBF64PjMGC3EvTdOoMEcmfAh1VCUnZFm1A=
 gorgonia.org/vecf64 v0.9.0/go.mod h1:hp7IOWCnRiVQKON73kkC/AUMtEXyf9kGlVrtPQ9ccVA=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
+nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
 rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
--- a/integration/concurrency_test.go
+++ b/integration/concurrency_test.go
@@ -217,7 +217,7 @@ func TestMultiModelStress(t *testing.T) {
 			defer wg.Done()
 			for j := 0; j < 3; j++ {
 				slog.Info("Starting", "req", i, "iter", j, "model", req[i].Model)
-				DoGenerate(ctx, t, client, req[i], resp[i], 90*time.Second, 5*time.Second)
+				DoGenerate(ctx, t, client, req[i], resp[i], 120*time.Second, 5*time.Second)
 			}
 		}(i)
 	}
--- a/integration/utils_test.go
+++ b/integration/utils_test.go
@@ -85,7 +85,7 @@ func GetTestEndpoint() (*api.Client, string) {
 var serverMutex sync.Mutex
 var serverReady bool

-func startServer(ctx context.Context, ollamaHost string) error {
+func startServer(t *testing.T, ctx context.Context, ollamaHost string) error {
 	// Make sure the server has been built
 	CLIName, err := filepath.Abs("../ollama")
 	if err != nil {
@@ -200,7 +200,7 @@ func InitServerConnection(ctx context.Context, t *testing.T) (*api.Client, strin
 		}
 		lifecycle.ServerLogFile = fp.Name()
 		fp.Close()
-		require.NoError(t, startServer(ctx, testEndpoint))
+		require.NoError(t, startServer(t, ctx, testEndpoint))
 	}

 	return client, testEndpoint, func() {
--- a/llm/ggml.go
+++ b/llm/ggml.go
@@ -329,7 +329,10 @@ func (llm GGML) GraphSize(context, batch uint64) (partialOffload, fullOffload ui
 			4*batch*(1+4*embedding+context+context*heads),
 		)

-		partialOffload = 4*batch*(2*embedding+vocab) + embedding*vocab*105/128
+		partialOffload = max(
+			4*batch*(2*embedding+vocab)+embedding*vocab*105/128,
+			4*batch*(2+3*embedding+context+context*heads),
+		)
 	case "stablelm":
 		fullOffload = 4 * batch * (context*(1+heads) + 3*embedding + 2)
 		partialOffload = max(
--- a/llm/memory.go
+++ b/llm/memory.go
@@ -12,17 +12,8 @@ import (

 // This algorithm looks for a complete fit to determine if we need to unload other models
 func PredictServerFit(allGpus gpu.GpuInfoList, ggml *GGML, adapters, projectors []string, opts api.Options) (bool, uint64) {
-	var estimatedVRAM uint64
-	if opts.NumCtx > int(ggml.KV().ContextLength()) {
-		slog.Warn("requested context length is greater than model max context length", "requested", opts.NumCtx, "model", ggml.KV().ContextLength())
-		opts.NumCtx = int(ggml.KV().ContextLength())
-	}
-
-	if opts.NumCtx < 4 {
-		opts.NumCtx = 4
-	}
-
 	// Split up the GPUs by type and try them
+	var estimatedVRAM uint64
 	for _, gpus := range allGpus.ByLibrary() {
 		var layerCount int
 		layerCount, estimatedVRAM, _ = EstimateGPULayers(gpus, ggml, projectors, opts)
@@ -62,6 +53,12 @@ func EstimateGPULayers(gpus []gpu.GpuInfo, ggml *GGML, projectors []string, opts
 		opts.NumCtx = max(opts.NumCtx, 2048)
 	}

+	layers := ggml.Tensors().Layers()
+	// add one layer worth of memory as a buffer
+	if blk0, ok := layers["blk.0"]; ok {
+		memoryMinimum += blk0.size()
+	}
+
 	// fp16 k,v = (1 (k) + 1 (v)) * sizeof(float16) * n_ctx * n_layer * n_embd / n_head * n_head_kv
 	var kv uint64 = 2 * 2 * uint64(opts.NumCtx) * ggml.KV().BlockCount() * ggml.KV().EmbeddingLength() / ggml.KV().HeadCount() * ggml.KV().HeadCountKV()

@@ -82,13 +79,11 @@ func EstimateGPULayers(gpus []gpu.GpuInfo, ggml *GGML, projectors []string, opts
 		graphPartialOffload = graphFullOffload
 	}

-	layers := ggml.Tensors().Layers()
-
 	// memoryRequiredTotal represents the memory required for full GPU offloading (all layers)
-	memoryRequiredTotal := memoryMinimum + graphFullOffload + layers["blk.0"].size()
+	memoryRequiredTotal := memoryMinimum + graphFullOffload

 	// memoryRequiredPartial represents the memory required for partial GPU offloading (n > 0, n < layers)
-	memoryRequiredPartial := memoryMinimum + graphPartialOffload + layers["blk.0"].size()
+	memoryRequiredPartial := memoryMinimum + graphPartialOffload

 	var memoryLayerOutput uint64
 	if layer, ok := layers["output_norm"]; ok {
@@ -109,15 +104,17 @@ func EstimateGPULayers(gpus []gpu.GpuInfo, ggml *GGML, projectors []string, opts

 	var layerCount int
 	for i := 0; i < int(ggml.KV().BlockCount()); i++ {
-		memoryLayer := layers[fmt.Sprintf("blk.%d", i)].size()
+		if blk, ok := layers[fmt.Sprintf("blk.%d", i)]; ok {
+			memoryLayer := blk.size()

-		// KV is proportional to the number of layers
-		memoryLayer += kv / ggml.KV().BlockCount()
+			// KV is proportional to the number of layers
+			memoryLayer += kv / ggml.KV().BlockCount()

-		memoryRequiredTotal += memoryLayer
-		if memoryAvailable > memoryRequiredPartial+memoryLayer {
-			memoryRequiredPartial += memoryLayer
-			layerCount++
+			memoryRequiredTotal += memoryLayer
+			if (opts.NumGPU >= 0 && layerCount+1 <= opts.NumGPU) || (opts.NumGPU < 0 && memoryAvailable > memoryRequiredPartial+memoryLayer) {
+				memoryRequiredPartial += memoryLayer
+				layerCount++
+			}
 		}
 	}

@@ -126,7 +123,7 @@ func EstimateGPULayers(gpus []gpu.GpuInfo, ggml *GGML, projectors []string, opts
 		memoryRequiredTotal += memoryLayerOutput
 	}

-	if memoryAvailable > memoryRequiredTotal {
+	if (opts.NumGPU >= 0 && layerCount+1 <= opts.NumGPU) || (opts.NumGPU < 0 && memoryAvailable > memoryRequiredTotal) {
 		layerCount = int(ggml.KV().BlockCount()) + 1
 		memoryRequiredPartial = memoryRequiredTotal
 	}
@@ -137,10 +134,10 @@ func EstimateGPULayers(gpus []gpu.GpuInfo, ggml *GGML, projectors []string, opts
 		"offload to gpu",
 		slog.Group(
 			"layers",
-			// actual number of layers offloaded
-			"real", opts.NumGPU,
+			// requested number of layers to offload
+			"requested", opts.NumGPU,
 			// estimated number of layers that can be offloaded
-			"estimate", layerCount,
+			"real", layerCount,
 		),
 		slog.Group(
 			"memory",
--- a/llm/server.go
+++ b/llm/server.go
@@ -38,6 +38,7 @@ type LlamaServer interface {
 	Detokenize(ctx context.Context, tokens []int) (string, error)
 	Close() error
 	EstimatedVRAM() uint64
+	EstimatedTotal() uint64
 }

 // llmServer is an instance of the llama.cpp server
@@ -77,15 +78,7 @@ func LoadModel(model string) (*GGML, error) {
 // The gpu list must be a single family.
 func NewLlamaServer(gpus gpu.GpuInfoList, model string, ggml *GGML, adapters, projectors []string, opts api.Options) (LlamaServer, error) {
 	var err error
-	if opts.NumCtx > int(ggml.KV().ContextLength()) {
-		slog.Warn("requested context length is greater than the model's training context window size", "requested", opts.NumCtx, "training size", ggml.KV().ContextLength())
-	}
-
-	if opts.NumCtx < 4 {
-		opts.NumCtx = 4
-	}
-
-	cpuRunner := ""
+	var cpuRunner string
 	var estimatedVRAM uint64
 	var estimatedTotal uint64
 	var systemMemory uint64
@@ -96,6 +89,7 @@ func NewLlamaServer(gpus gpu.GpuInfoList, model string, ggml *GGML, adapters, pr

 		cpuRunner = serverForCpu()
 		gpuCount = 0
+		_, _, estimatedTotal = EstimateGPULayers(gpus, ggml, projectors, opts)
 	} else {
 		if gpus[0].Library == "metal" {
 			memInfo, err := gpu.GetCPUMem()
@@ -113,6 +107,10 @@ func NewLlamaServer(gpus gpu.GpuInfoList, model string, ggml *GGML, adapters, pr
 			// disable partial offloading when model is greater than total system memory as this
 			// can lead to locking up the system
 			opts.NumGPU = 0
+		} else if gpus[0].Library != "metal" && layers == 0 {
+			// Don't bother loading into the GPU if no layers can fit
+			cpuRunner = serverForCpu()
+			gpuCount = 0
 		} else if opts.NumGPU < 0 && layers > 0 && gpus[0].Library != "cpu" {
 			opts.NumGPU = layers
 		}
@@ -292,30 +290,50 @@ func NewLlamaServer(gpus gpu.GpuInfoList, model string, ggml *GGML, adapters, pr
 			done:           make(chan error, 1),
 		}

+		s.cmd.Env = os.Environ()
 		s.cmd.Stdout = os.Stdout
 		s.cmd.Stderr = s.status

-		if v := strings.Join(libraryPaths, string(filepath.ListSeparator)); v != "" {
-			s.cmd.Env = append(s.cmd.Env, pathEnv+"="+v)
-		}
+		visibleDevicesEnv, visibleDevicesEnvVal := gpu.GpuInfoList(gpus).GetVisibleDevicesEnv()
+		pathEnvVal := strings.Join(libraryPaths, string(filepath.ListSeparator))

-		if k, v := gpu.GpuInfoList(gpus).GetVisibleDevicesEnv(); k != "" {
-			s.cmd.Env = append(s.cmd.Env, k+"="+v)
-		}
-
-		for _, ev := range os.Environ() {
-			if strings.HasPrefix(ev, "CUDA_") ||
-				strings.HasPrefix(ev, "ROCM_") ||
-				strings.HasPrefix(ev, "HIP_") ||
-				strings.HasPrefix(ev, "HSA_") ||
-				strings.HasPrefix(ev, "GGML_") {
-				s.cmd.Env = append(s.cmd.Env, ev)
+		// Update or add the path and visible devices variable with our adjusted version
+		pathNeeded := true
+		devicesNeeded := visibleDevicesEnv != ""
+		for i := range s.cmd.Env {
+			cmp := strings.SplitN(s.cmd.Env[i], "=", 2)
+			if strings.EqualFold(cmp[0], pathEnv) {
+				s.cmd.Env[i] = pathEnv + "=" + pathEnvVal
+				pathNeeded = false
+			} else if devicesNeeded && strings.EqualFold(cmp[0], visibleDevicesEnv) {
+				s.cmd.Env[i] = visibleDevicesEnv + "=" + visibleDevicesEnvVal
+				devicesNeeded = false
 			}
 		}
+		if pathNeeded {
+			s.cmd.Env = append(s.cmd.Env, pathEnv+"="+pathEnvVal)
+		}
+		if devicesNeeded {
+			s.cmd.Env = append(s.cmd.Env, visibleDevicesEnv+"="+visibleDevicesEnvVal)
+		}

 		slog.Info("starting llama server", "cmd", s.cmd.String())
-		// Log at debug as the environment is inherited and might contain sensitive information
-		slog.Debug("subprocess", "environment", s.cmd.Env)
+		if envconfig.Debug {
+			filteredEnv := []string{}
+			for _, ev := range s.cmd.Env {
+				if strings.HasPrefix(ev, "CUDA_") ||
+					strings.HasPrefix(ev, "ROCM_") ||
+					strings.HasPrefix(ev, "HIP_") ||
+					strings.HasPrefix(ev, "HSA_") ||
+					strings.HasPrefix(ev, "GGML_") ||
+					strings.HasPrefix(ev, "PATH=") ||
+					strings.HasPrefix(ev, "LD_LIBRARY_PATH=") {
+					filteredEnv = append(filteredEnv, ev)
+				}
+			}
+			// Log at debug as the environment is inherited and might contain sensitive information
+			slog.Debug("subprocess", "environment", filteredEnv)
+		}

 		if err = s.cmd.Start(); err != nil {
 			// Detect permission denied and augment them essage about noexec
@@ -953,6 +971,10 @@ func (s *llmServer) EstimatedVRAM() uint64 {
 	return s.estimatedVRAM
 }

+func (s *llmServer) EstimatedTotal() uint64 {
+	return s.estimatedTotal
+}
+
 func parseDurationMs(ms float64) time.Duration {
 	dur, err := time.ParseDuration(fmt.Sprintf("%fms", ms))
 	if err != nil {
--- a/openai/openai.go
+++ b/openai/openai.go
@@ -107,9 +107,14 @@ func toChatCompletion(id string, r api.ChatResponse) ChatCompletion {
 		Model:             r.Model,
 		SystemFingerprint: "fp_ollama",
 		Choices: []Choice{{
-			Index:        0,
-			Message:      Message{Role: r.Message.Role, Content: r.Message.Content},
-			FinishReason: &r.DoneReason,
+			Index:   0,
+			Message: Message{Role: r.Message.Role, Content: r.Message.Content},
+			FinishReason: func(reason string) *string {
+				if len(reason) > 0 {
+					return &reason
+				}
+				return nil
+			}(r.DoneReason),
 		}},
 		Usage: Usage{
 			// TODO: ollama returns 0 for prompt eval if the prompt was cached, but openai returns the actual count
@@ -127,13 +132,16 @@ func toChunk(id string, r api.ChatResponse) ChatCompletionChunk {
 		Created:           time.Now().Unix(),
 		Model:             r.Model,
 		SystemFingerprint: "fp_ollama",
-		Choices: []ChunkChoice{
-			{
-				Index:        0,
-				Delta:        Message{Role: "assistant", Content: r.Message.Content},
-				FinishReason: &r.DoneReason,
-			},
-		},
+		Choices: []ChunkChoice{{
+			Index: 0,
+			Delta: Message{Role: "assistant", Content: r.Message.Content},
+			FinishReason: func(reason string) *string {
+				if len(reason) > 0 {
+					return &reason
+				}
+				return nil
+			}(r.DoneReason),
+		}},
 	}
 }

--- a/server/envconfig/config_test.go
+++ b/server/envconfig/config_test.go
@@ -1,20 +1,20 @@
 package envconfig

 import (
-	"os"
 	"testing"

 	"github.com/stretchr/testify/require"
 )

 func TestConfig(t *testing.T) {
-	os.Setenv("OLLAMA_DEBUG", "")
+	Debug = false // Reset whatever was loaded in init()
+	t.Setenv("OLLAMA_DEBUG", "")
 	LoadConfig()
 	require.False(t, Debug)
-	os.Setenv("OLLAMA_DEBUG", "false")
+	t.Setenv("OLLAMA_DEBUG", "false")
 	LoadConfig()
 	require.False(t, Debug)
-	os.Setenv("OLLAMA_DEBUG", "1")
+	t.Setenv("OLLAMA_DEBUG", "1")
 	LoadConfig()
 	require.True(t, Debug)
 }
--- a/server/routes.go
+++ b/server/routes.go
@@ -30,6 +30,7 @@ import (
 	"github.com/ollama/ollama/llm"
 	"github.com/ollama/ollama/openai"
 	"github.com/ollama/ollama/server/envconfig"
+	"github.com/ollama/ollama/types/errtypes"
 	"github.com/ollama/ollama/types/model"
 	"github.com/ollama/ollama/version"
 )
@@ -517,7 +518,7 @@ func (s *Server) CreateModelHandler(c *gin.Context) {

 	name := model.ParseName(cmp.Or(req.Model, req.Name))
 	if !name.IsValid() {
-		c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": "invalid model name"})
+		c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": errtypes.InvalidModelNameErrMsg})
 		return
 	}

@@ -554,7 +555,12 @@ func (s *Server) CreateModelHandler(c *gin.Context) {
 		ctx, cancel := context.WithCancel(c.Request.Context())
 		defer cancel()

-		if err := CreateModel(ctx, name.String(), filepath.Dir(req.Path), strings.ToUpper(req.Quantization), modelfile, fn); err != nil {
+		quantization := req.Quantization
+		if req.Quantize != "" {
+			quantization = req.Quantize
+		}
+
+		if err := CreateModel(ctx, name.String(), filepath.Dir(req.Path), strings.ToUpper(quantization), modelfile, fn); err != nil {
 			ch <- gin.H{"error": err.Error()}
 		}
 	}()
@@ -703,7 +709,7 @@ func GetModelInfo(req api.ShowRequest) (*api.ShowResponse, error) {
 	}

 	var sb strings.Builder
-	fmt.Fprintln(&sb, "# Modelfile generate by \"ollama show\"")
+	fmt.Fprintln(&sb, "# Modelfile generated by \"ollama show\"")
 	fmt.Fprintln(&sb, "# To build a new Modelfile based on this, replace FROM with:")
 	fmt.Fprintf(&sb, "# FROM %s\n\n", model.ShortName)
 	fmt.Fprint(&sb, model.String())
@@ -719,7 +725,7 @@ func (s *Server) ListModelsHandler(c *gin.Context) {
 		return
 	}

-	var models []api.ModelResponse
+	models := []api.ModelResponse{}
 	if err := filepath.Walk(manifests, func(path string, info os.FileInfo, _ error) error {
 		if !info.IsDir() {
 			rel, err := filepath.Rel(manifests, path)
@@ -974,6 +980,7 @@ func (s *Server) GenerateRoutes() http.Handler {
 	r.POST("/api/show", s.ShowModelHandler)
 	r.POST("/api/blobs/:digest", s.CreateBlobHandler)
 	r.HEAD("/api/blobs/:digest", s.HeadBlobHandler)
+	r.GET("/api/ps", s.ProcessHandler)

 	// Compatibility endpoints
 	r.POST("/v1/chat/completions", openai.Middleware(), s.ChatHandler)
@@ -1132,6 +1139,42 @@ func streamResponse(c *gin.Context, ch chan any) {
 	})
 }

+func (s *Server) ProcessHandler(c *gin.Context) {
+	models := []api.ModelResponse{}
+
+	for _, v := range s.sched.loaded {
+		model := v.model
+		modelDetails := api.ModelDetails{
+			Format:            model.Config.ModelFormat,
+			Family:            model.Config.ModelFamily,
+			Families:          model.Config.ModelFamilies,
+			ParameterSize:     model.Config.ModelType,
+			QuantizationLevel: model.Config.FileType,
+		}
+
+		mr := api.ModelResponse{
+			Model:     model.ShortName,
+			Name:      model.ShortName,
+			Size:      int64(v.estimatedTotal),
+			SizeVRAM:  int64(v.estimatedVRAM),
+			Digest:    model.Digest,
+			Details:   modelDetails,
+			ExpiresAt: v.expiresAt,
+		}
+		// The scheduler waits to set expiresAt, so if a model is loading it's
+		// possible that it will be set to the unix epoch. For those cases, just
+		// calculate the time w/ the sessionDuration instead.
+		var epoch time.Time
+		if v.expiresAt == epoch {
+			mr.ExpiresAt = time.Now().Add(v.sessionDuration)
+		}
+
+		models = append(models, mr)
+	}
+
+	c.JSON(http.StatusOK, api.ListResponse{Models: models})
+}
+
 // ChatPrompt builds up a prompt from a series of messages for the currently `loaded` model
 func chatPrompt(ctx context.Context, runner *runnerRef, template string, messages []api.Message, numCtx int) (string, error) {
 	encode := func(s string) ([]int, error) {
--- a/server/routes_test.go
+++ b/server/routes_test.go
@@ -95,6 +95,7 @@ func Test_Routes(t *testing.T) {
 				err = json.Unmarshal(body, &modelList)
 				assert.Nil(t, err)

+				assert.NotNil(t, modelList.Models)
 				assert.Equal(t, 0, len(modelList.Models))
 			},
 		},
--- a/server/sched.go
+++ b/server/sched.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"log/slog"
 	"reflect"
+	"runtime"
 	"sort"
 	"strings"
 	"sync"
@@ -61,6 +62,10 @@ func InitScheduler(ctx context.Context) *Scheduler {
 // context must be canceled to decrement ref count and release the runner
 func (s *Scheduler) GetRunner(c context.Context, model *Model, opts api.Options, sessionDuration time.Duration) (chan *runnerRef, chan error) {
 	// allocate a large enough kv cache for all parallel requests
+	if opts.NumCtx < 4 {
+		opts.NumCtx = 4
+	}
+
 	opts.NumCtx = opts.NumCtx * envconfig.NumParallel

 	req := &LlmRequest{
@@ -173,7 +178,7 @@ func (s *Scheduler) processPending(ctx context.Context) {
 				}
 				// Trigger an expiration to unload once it's done
 				runnerToExpire.refMu.Lock()
-				slog.Debug("resetting model to expire immediately to make room", "model", runnerToExpire.model, "refCount", runnerToExpire.refCount)
+				slog.Debug("resetting model to expire immediately to make room", "modelPath", runnerToExpire.modelPath, "refCount", runnerToExpire.refCount)
 				if runnerToExpire.expireTimer != nil {
 					runnerToExpire.expireTimer.Stop()
 					runnerToExpire.expireTimer = nil
@@ -186,13 +191,13 @@ func (s *Scheduler) processPending(ctx context.Context) {
 				// Wait for the unload to happen
 				// Note: at this point we're queueing up all incoming requests, even if they were for
 				// a different model that's loaded and not scheduled to be removed.
-				slog.Debug("waiting for pending requests to complete and unload to occur", "model", runnerToExpire.model)
+				slog.Debug("waiting for pending requests to complete and unload to occur", "modelPath", runnerToExpire.modelPath)
 				select {
 				case <-ctx.Done():
 					slog.Debug("shutting down scheduler pending loop")
 					return
 				case <-s.unloadedCh:
-					slog.Debug("unload completed", "model", runnerToExpire.model)
+					slog.Debug("unload completed", "modelPath", runnerToExpire.modelPath)
 					continue
 				}
 			}
@@ -215,23 +220,23 @@ func (s *Scheduler) processCompleted(ctx context.Context) {
 			runner := s.loaded[finished.model.ModelPath]
 			s.loadedMu.Unlock()
 			if runner == nil {
-				slog.Error("finished requeset signal received after model unloaded", "model", finished.model.ModelPath)
+				slog.Error("finished requeset signal received after model unloaded", "modelPath", finished.model.ModelPath)
 				continue
 			}
 			runner.refMu.Lock()
 			runner.refCount--
 			if runner.refCount <= 0 {
 				if runner.sessionDuration <= 0 {
-					slog.Debug("runner with zero duration has gone idle, expiring to unload", "model", runner.model)
+					slog.Debug("runner with zero duration has gone idle, expiring to unload", "modelPath", runner.modelPath)
 					if runner.expireTimer != nil {
 						runner.expireTimer.Stop()
 						runner.expireTimer = nil
 					}
 					s.expiredCh <- runner
 				} else if runner.expireTimer == nil {
-					slog.Debug("runner with non-zero duration has gone idle, adding timer", "model", runner.model, "duration", runner.sessionDuration)
+					slog.Debug("runner with non-zero duration has gone idle, adding timer", "modelPath", runner.modelPath, "duration", runner.sessionDuration)
 					runner.expireTimer = time.AfterFunc(runner.sessionDuration, func() {
-						slog.Debug("timer expired, expiring to unload", "model", runner.model)
+						slog.Debug("timer expired, expiring to unload", "modelPath", runner.modelPath)
 						runner.refMu.Lock()
 						defer runner.refMu.Unlock()
 						if runner.expireTimer != nil {
@@ -240,19 +245,21 @@ func (s *Scheduler) processCompleted(ctx context.Context) {
 						}
 						s.expiredCh <- runner
 					})
+					runner.expiresAt = time.Now().Add(runner.sessionDuration)
 				} else {
-					slog.Debug("runner with non-zero duration has gone idle, resetting timer", "model", runner.model, "duration", runner.sessionDuration)
+					slog.Debug("runner with non-zero duration has gone idle, resetting timer", "modelPath", runner.modelPath, "duration", runner.sessionDuration)
 					runner.expireTimer.Reset(runner.sessionDuration)
+					runner.expiresAt = time.Now().Add(runner.sessionDuration)
 				}
 			}
-			slog.Debug("after processing request finished event", "model", runner.model, "refCount", runner.refCount)
+			slog.Debug("after processing request finished event", "modelPath", runner.modelPath, "refCount", runner.refCount)
 			runner.refMu.Unlock()
 		case runner := <-s.expiredCh:
-			slog.Debug("runner expired event received", "model", runner.model)
+			slog.Debug("runner expired event received", "modelPath", runner.modelPath)
 			runner.refMu.Lock()
 			if runner.refCount > 0 {
 				// Shouldn't happen, but safeguard to ensure no leaked runners
-				slog.Debug("expired event with positive ref count, retrying", "model", runner.model, "refCount", runner.refCount)
+				slog.Debug("expired event with positive ref count, retrying", "modelPath", runner.modelPath, "refCount", runner.refCount)
 				go func(runner *runnerRef) {
 					// We can't unload yet, but want to as soon as the current request completes
 					// So queue up another expired event
@@ -264,16 +271,16 @@ func (s *Scheduler) processCompleted(ctx context.Context) {
 			}

 			s.loadedMu.Lock()
-			slog.Debug("got lock to unload", "model", runner.model)
+			slog.Debug("got lock to unload", "modelPath", runner.modelPath)
 			finished := runner.waitForVRAMRecovery()
 			runner.unload()
-			delete(s.loaded, runner.model)
+			delete(s.loaded, runner.modelPath)
 			s.loadedMu.Unlock()
-			slog.Debug("runner released", "model", runner.model)
+			slog.Debug("runner released", "modelPath", runner.modelPath)
 			runner.refMu.Unlock()

 			<-finished
-			slog.Debug("sending an unloaded event", "model", runner.model)
+			slog.Debug("sending an unloaded event", "modelPath", runner.modelPath)
 			s.unloadedCh <- struct{}{}
 		}
 	}
@@ -312,18 +319,20 @@ func (s *Scheduler) load(req *LlmRequest, ggml *llm.GGML, gpus gpu.GpuInfoList)
 		req.errCh <- err
 		return
 	}
-	runner := &runnerRef{}
-	runner.model = req.model.ModelPath
-	runner.adapters = req.model.AdapterPaths
-	runner.projectors = req.model.ProjectorPaths
-	runner.llama = llama
-	runner.Options = &req.opts
-	runner.sessionDuration = req.sessionDuration
-	runner.gpus = gpus
-	runner.estimatedVRAM = llama.EstimatedVRAM()
-	runner.loading = true
-	runner.refCount = 1
+	runner := &runnerRef{
+		model:           req.model,
+		modelPath:       req.model.ModelPath,
+		llama:           llama,
+		Options:         &req.opts,
+		sessionDuration: req.sessionDuration,
+		gpus:            gpus,
+		estimatedVRAM:   llama.EstimatedVRAM(),
+		estimatedTotal:  llama.EstimatedTotal(),
+		loading:         true,
+		refCount:        1,
+	}
 	runner.refMu.Lock()
+
 	s.loadedMu.Lock()
 	s.loaded[req.model.ModelPath] = runner
 	slog.Info("loaded runners", "count", len(s.loaded))
@@ -335,7 +344,7 @@ func (s *Scheduler) load(req *LlmRequest, ggml *llm.GGML, gpus gpu.GpuInfoList)
 			slog.Error("error loading llama server", "error", err)
 			runner.refCount--
 			req.errCh <- err
-			slog.Debug("triggering expiration for failed load", "model", runner.model)
+			slog.Debug("triggering expiration for failed load", "model", runner.modelPath)
 			s.expiredCh <- runner
 			return
 		}
@@ -404,17 +413,18 @@ type runnerRef struct {
 	refCount uint // prevent unloading if > 0
 	// unloading bool      // set to true when we are trying to unload the runner

-	llama         llm.LlamaServer
-	loading       bool            // True only during initial load, then false forever
-	gpus          gpu.GpuInfoList // Recorded at time of provisioning
-	estimatedVRAM uint64
+	llama          llm.LlamaServer
+	loading        bool            // True only during initial load, then false forever
+	gpus           gpu.GpuInfoList // Recorded at time of provisioning
+	estimatedVRAM  uint64
+	estimatedTotal uint64

 	sessionDuration time.Duration
 	expireTimer     *time.Timer
+	expiresAt       time.Time

-	model      string
-	adapters   []string
-	projectors []string
+	model     *Model
+	modelPath string
 	*api.Options
 }

@@ -427,9 +437,8 @@ func (runner *runnerRef) unload() {
 	if runner.llama != nil {
 		runner.llama.Close()
 	}
+	runner.model = nil
 	runner.llama = nil
-	runner.adapters = nil
-	runner.projectors = nil
 	runner.Options = nil
 	runner.gpus = nil
 }
@@ -458,8 +467,8 @@ func (runner *runnerRef) needsReload(ctx context.Context, req *LlmRequest) bool

 	ctx, cancel := context.WithTimeout(ctx, timeout)
 	defer cancel()
-	if !reflect.DeepEqual(runner.adapters, req.model.AdapterPaths) || // have the adapters changed?
-		!reflect.DeepEqual(runner.projectors, req.model.ProjectorPaths) || // have the projectors changed?
+	if !reflect.DeepEqual(runner.model.AdapterPaths, req.model.AdapterPaths) || // have the adapters changed?
+		!reflect.DeepEqual(runner.model.ProjectorPaths, req.model.ProjectorPaths) || // have the projectors changed?
 		!reflect.DeepEqual(optsExisting, optsNew) || // have the runner options changed?
 		runner.llama.Ping(ctx) != nil {
 		return true
@@ -479,8 +488,8 @@ func (runner *runnerRef) needsReload(ctx context.Context, req *LlmRequest) bool
 func (runner *runnerRef) waitForVRAMRecovery() chan interface{} {
 	finished := make(chan interface{}, 1)

-	// CPU or Metal don't need checking, so no waiting required
-	if len(runner.gpus) == 1 && (runner.gpus[0].Library == "cpu" || runner.gpus[0].Library == "metal") {
+	// CPU or Metal don't need checking, so no waiting required, windows can page VRAM, and the APIs we query tend to be optimistic on free space
+	if (len(runner.gpus) == 1 && (runner.gpus[0].Library == "cpu" || runner.gpus[0].Library == "metal")) || runtime.GOOS == "windows" {
 		finished <- struct{}{}
 		return finished
 	}
@@ -563,9 +572,9 @@ func pickBestFitGPUs(req *LlmRequest, ggml *llm.GGML, gpus gpu.GpuInfoList) gpu.
 		// - try subsets of GPUs instead of just falling back to 1 or all in a family

 		// Now try all the GPUs
-		if ok, estimatedVRAM = llm.PredictServerFit(gl, ggml, req.model.AdapterPaths, req.model.ProjectorPaths, req.opts); ok {
-			slog.Debug("new model will fit in available VRAM, loading", "model", req.model.ModelPath, "library", gl[0].Library, "required", format.HumanBytes2(estimatedVRAM))
-			return gl
+		if ok, estimatedVRAM = llm.PredictServerFit(sgl, ggml, req.model.AdapterPaths, req.model.ProjectorPaths, req.opts); ok {
+			slog.Debug("new model will fit in available VRAM, loading", "model", req.model.ModelPath, "library", sgl[0].Library, "required", format.HumanBytes2(estimatedVRAM))
+			return sgl
 		}
 	}
 	return nil
--- a/server/sched_test.go
+++ b/server/sched_test.go
@@ -164,7 +164,8 @@ func TestRequests(t *testing.T) {

 	// simple reload of same model
 	scenario2a := newScenario(t, ctx, "ollama-model-1", 20)
-	scenario2a.req.model = scenario1a.req.model
+	tmpModel := *scenario1a.req.model
+	scenario2a.req.model = &tmpModel
 	scenario2a.ggml = scenario1a.ggml

 	// Multiple loaded models
@@ -496,10 +497,9 @@ func TestNeedsReload(t *testing.T) {
 	llm := &mockLlm{}
 	do := api.DefaultOptions()
 	runner := &runnerRef{
-		adapters:   []string{"adapter1"},
-		projectors: []string{"projector1"},
-		Options:    &do,
-		llama:      llm,
+		model:   &Model{AdapterPaths: []string{"adapter1"}, ProjectorPaths: []string{"projector1"}},
+		Options: &do,
+		llama:   llm,
 	}
 	req := &LlmRequest{
 		model: &Model{
@@ -510,10 +510,10 @@ func TestNeedsReload(t *testing.T) {
 	}
 	resp := runner.needsReload(ctx, req)
 	require.True(t, resp)
-	req.model.AdapterPaths = runner.adapters
+	req.model.AdapterPaths = runner.model.AdapterPaths
 	resp = runner.needsReload(ctx, req)
 	require.True(t, resp)
-	req.model.ProjectorPaths = runner.projectors
+	req.model.ProjectorPaths = runner.model.ProjectorPaths
 	runner.loading = true
 	req.opts.NumBatch = 1234
 	resp = runner.needsReload(ctx, req)
@@ -558,11 +558,11 @@ func TestUnloadAllRunners(t *testing.T) {
 func TestUnload(t *testing.T) {
 	llm1 := &mockLlm{}
 	r1 := &runnerRef{llama: llm1}
-	r2 := &runnerRef{adapters: []string{"A"}}
+	r2 := &runnerRef{model: &Model{AdapterPaths: []string{"A"}}}
 	r1.unload()
 	require.True(t, llm1.closeCalled)
 	r2.unload()
-	require.Nil(t, r2.adapters)
+	require.Nil(t, r2.model)
 }

 type mockLlm struct {
@@ -578,6 +578,7 @@ type mockLlm struct {
 	closeResp         error
 	closeCalled       bool
 	estimatedVRAM     uint64
+	estimatedTotal    uint64
 }

 func (s *mockLlm) Ping(ctx context.Context) error             { return s.pingResp }
@@ -598,4 +599,5 @@ func (s *mockLlm) Close() error {
 	s.closeCalled = true
 	return s.closeResp
 }
-func (s *mockLlm) EstimatedVRAM() uint64 { return s.estimatedVRAM }
+func (s *mockLlm) EstimatedVRAM() uint64  { return s.estimatedVRAM }
+func (s *mockLlm) EstimatedTotal() uint64 { return s.estimatedTotal }
--- a/types/errtypes/errtypes.go
+++ b/types/errtypes/errtypes.go
@@ -7,6 +7,7 @@ import (
 )

 const UnknownOllamaKeyErrMsg = "unknown ollama key"
+const InvalidModelNameErrMsg = "invalid model name"

 // TODO: This should have a structured response from the API
 type UnknownOllamaKey struct {
--- a/types/model/name.go
+++ b/types/model/name.go
@@ -291,11 +291,9 @@ func (n Name) Filepath() string {
 		panic("illegal attempt to get filepath of invalid name")
 	}
 	return filepath.Join(
-		strings.ToLower(filepath.Join(
-			n.Host,
-			n.Namespace,
-			n.Model,
-		)),
+		n.Host,
+		n.Namespace,
+		n.Model,
 		n.Tag,
 	)
 }
--- a/types/model/name_test.go
+++ b/types/model/name_test.go
@@ -276,9 +276,9 @@ func TestFilepathAllocs(t *testing.T) {
 	allocs := testing.AllocsPerRun(1000, func() {
 		n.Filepath()
 	})
-	var allowedAllocs float64 = 3
+	var allowedAllocs float64 = 1
 	if runtime.GOOS == "windows" {
-		allowedAllocs = 5
+		allowedAllocs = 3
 	}
 	if allocs > allowedAllocs {
 		t.Errorf("allocs = %v; allowed %v", allocs, allowedAllocs)
Author	SHA1	Message	Date
Patrick Devine	b73a512f24	fix the cpu estimatedTotal memory + get the expiry time for loading models	2024-05-15 15:15:14 -07:00
Daniel Hiltgen	5fa36a0833	Merge pull request #4459 from dhiltgen/sanitize_env_log Sanitize the env var debug log	2024-05-15 14:58:55 -07:00
Daniel Hiltgen	853ae490e1	Sanitize the env var debug log Only dump env vars we care about in the logs	2024-05-15 14:42:57 -07:00
Patrick Devine	f2cf97d6f1	fix typo in modelfile generation (#4439 )	2024-05-14 15:34:29 -07:00
Patrick Devine	c344da4c5a	fix keepalive for non-interactive mode (#4438 )	2024-05-14 15:17:04 -07:00
Michael Yang	0e331c7168	Merge pull request #4328 from ollama/mxyng/mem count memory up to NumGPU if set by user	2024-05-14 13:47:44 -07:00
Patrick Devine	a4b8d1f89a	re-add system context (#4435 )	2024-05-14 11:38:20 -07:00
Ryo Machida	798b107f19	Fixed the API endpoint /api/tags when the model list is empty. (#4424 ) * Fixed the API endpoint /api/tags to return {models: []} instead of {models: null} when the model list is empty. * Update server/routes.go --------- Co-authored-by: Jeffrey Morgan <jmorganca@gmail.com>	2024-05-14 11:18:10 -07:00
Daniel Hiltgen	6a1b471365	Merge pull request #4430 from dhiltgen/gpu_info Remove VRAM convergence check for windows	2024-05-14 10:59:06 -07:00
Daniel Hiltgen	ec231a7923	Remove VRAM convergence check for windows The APIs we query are optimistic on free space, and windows pages VRAM, so we don't have to wait to see reported usage recover on unload	2024-05-14 09:53:46 -07:00
Patrick Devine	7ca71a6b0f	don't abort when an invalid model name is used in /save (#4416 )	2024-05-13 18:48:28 -07:00
Josh	7607e6e902	Merge pull request #4379 from WolfTheDeveloper/main Update `LlamaScript` to point to new link from Legacy link.	2024-05-13 18:08:32 -07:00
Patrick Devine	f1548ef62d	update the FAQ to be more clear about windows env variables (#4415 )	2024-05-13 18:01:13 -07:00
Patrick Devine	6845988807	Ollama `ps` command for showing currently loaded models (#4327 )	2024-05-13 17:17:36 -07:00
Josh	9eed4a90ce	Merge pull request #4411 from joshyan1/main removed inconsistent punctuation	2024-05-13 15:30:45 -07:00
Josh Yan	f8464785a6	removed inconsistencies	2024-05-13 14:50:52 -07:00
Michael Yang	1d359e737e	typo	2024-05-13 14:18:34 -07:00
Michael Yang	50b9056e09	count memory up to NumGPU	2024-05-13 14:13:10 -07:00
Josh Yan	91a090a485	removed inconsistent punctuation	2024-05-13 14:08:22 -07:00
睡觉型学渣	9c76b30d72	Correct typos. (#4387 ) * Correct typos. * Correct typos.	2024-05-12 18:21:11 -07:00
Zander Lewis	93f19910c5	Update `LlamaScript` to point to new link. Still used Legacy link.	2024-05-12 11:24:21 -04:00
jmorganca	4ec7445a6f	Revert "use post token" This reverts commit `0fec3525ad`.	2024-05-11 22:19:14 -07:00
Michael Yang	0372c51f82	Merge pull request #4369 from ollama/mxyng/post-token use post token	2024-05-11 19:29:14 -07:00
Michael Yang	0fec3525ad	use post token	2024-05-11 19:13:16 -07:00
Jeffrey Morgan	41ba3017fd	Fix OpenAI `finish_reason` values when empty (#4368 )	2024-05-11 15:31:41 -07:00
todashuta	8080fbce35	fix `ollama create`'s usage string (#4362 )	2024-05-11 14:47:49 -07:00
Michael Yang	ec14f6ceda	case sensitive filepaths (#4366 )	2024-05-11 14:12:36 -07:00
Daniel Hiltgen	c60a086635	Merge pull request #4331 from dhiltgen/fix_unit Fix envconfig unit test	2024-05-11 09:16:28 -07:00
jmorganca	92ca2cca95	Revert "only forward some env vars" This reverts commit `ce3b212d12`.	2024-05-10 22:53:21 -07:00
Patrick Devine	1e1634daca	update go deps (#4324 )	2024-05-10 21:39:27 -07:00
Daniel Hiltgen	824ee5446f	Fix envconfig unit test	2024-05-10 16:49:48 -07:00
Daniel Hiltgen	879e2caf8c	Merge pull request #4329 from dhiltgen/zero_layers Fall back to CPU runner with zero layers	2024-05-10 15:23:16 -07:00
Daniel Hiltgen	c4014e73a2	Fall back to CPU runner with zero layers	2024-05-10 15:09:48 -07:00
Daniel Hiltgen	be9efdb981	Merge pull request #4326 from dhiltgen/fix_integration Integration fixes	2024-05-10 14:25:59 -07:00
Daniel Hiltgen	074dc3b9d8	Integration fixes	2024-05-10 14:20:10 -07:00
Daniel Hiltgen	86f9b582d5	Merge pull request #4323 from dhiltgen/sort_by_free Always use the sorted list of GPUs	2024-05-10 14:12:15 -07:00
Daniel Hiltgen	4142c3ef7c	Always use the sorted list of GPUs Make sure the first GPU has the most free space	2024-05-10 13:53:21 -07:00
Jeffrey Morgan	6602e793c0	Use `--quantize` flag and `quantize` api parameter (#4321 ) * rename `--quantization` to `--quantize` * backwards * Update api/types.go Co-authored-by: Michael Yang <mxyng@pm.me> --------- Co-authored-by: Michael Yang <mxyng@pm.me>	2024-05-10 13:06:13 -07:00
Michael Yang	ea0fdaed28	Merge pull request #4320 from ollama/mxyng/phi2-mem add phi2 mem	2024-05-10 12:35:08 -07:00
Michael Yang	1eb382da5a	add phi2 mem	2024-05-10 12:13:28 -07:00
Jeffrey Morgan	bb6fd02298	Don't clamp ctx size in `PredictServerFit` (#4317 ) * dont clamp ctx size in `PredictServerFit` * minimum 4 context * remove context warning	2024-05-10 10:17:12 -07:00