* fix(vulkan): preserve host ICD discovery for packaged backends
Add bundled Mesa manifests through VK_ADD_DRIVER_FILES instead of replacing the system driver list. Merge inherited and model-specific additive paths while preserving explicit operator overrides, with regression coverage.
Assisted-by: Codex:gpt-5 golangci-lint
Assisted-by: Codex:gpt-5.6-sol
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* feat(3d): add Kimodo CPU and Vulkan animation backend
Introduce a distinct animation capability and model-described 3D operations, with a typed /3d/animate API, RPC transport, distributed media staging, permissions, and tracing.
Add a persistent kimodo.cpp adapter, skeleton GLB export, CPU/Vulkan packages, model and backend galleries, importer support, CI builds, and documentation. Adapt Studio inputs to each model and provide real-time skeleton playback, seeking, and history.
Cover backend validation, packaging, API behavior, importer inventories, distributed staging, and Studio workflows. Validate real-model CPU/Vulkan generation and deploy the integration to the local QA instance.
Assisted-by: Codex:gpt-5 golangci-lint
Assisted-by: Codex:gpt-5.6-sol
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* feat(kimodocpp): adopt monolithic encoders and resident inference
Update upstream for resident weights, packed execution paths, and cached motion graphs. Default to all 32 text layers while retaining configurable streaming and legacy bundle support.
Use monolithic Q8_0 encoders by default and offer all six published quantizations through the gallery and importer. Refresh pinned hashes, tests, and documentation; remove the obsolete thread patch and ensure cached source checkouts follow the upstream pin.
Validated CPU and Vulkan generation, lower-bit streaming, gallery/importer suites, packaging, lint, and cold/warm Studio generation on localai-dev.
Assisted-by: Codex:gpt-5 golangci-lint
Assisted-by: Codex:gpt-5.6-sol
Signed-off-by: Richard Palethorpe <io@richiejp.com>
---------
Signed-off-by: Richard Palethorpe <io@richiejp.com>
feat(vllm-cpp): wire lora_adapters/lora_scales into DiT load-time fusion
The vllm-cpp video backend now converts the standard LocalAI
lora_adapters/lora_scales config fields into indexed lora_path/
lora_strength extras pairs that vllm.cpp's ResolveDitLoraSpecs
consumes (row ROAD-V1-DIT-LORA).
The singular lora_adapter/lora_scale fields are folded in as the
first adapter. Relative paths resolve against the model directory.
Strength defaults to 1.0 when no scale is given. Adapters are fused
into DiT weights at load, so they are always loaded — no per-request
activation in this path.
Six unit tests cover the buildLoraExtras helper.
FOLLOWING_AGENTS_PROTOCOL
Following-Agents-Protocol: true
AI-Assisted: true
Assisted-by: AGENT:regolo/glm5.2 [TOOL]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* fix(ui): restore node operation controls
The node restructure hid backend logs and split related controls
across inconsistent layouts.
Restore contextual log actions and align the detail page with the
fleet dashboard. Make multi-node selection clear and accessible.
Assisted-by: Codex:gpt-5 Playwright ESLint
* feat: expose context_size in /v1/models/capabilities
The /v1/models/capabilities endpoint already enriches the OpenAI models
listing with capabilities and modalities. Add context_size to that
enrichment so clients (e.g. nib) can size their context budget for
auto-compaction and pruning without guessing.
The value comes from backend.EffectiveContextSize, which resolves the
configured context_size or falls back to DefaultContextSize (4096) —
the same number the backend itself runs with. It is omitempty so a
loose file with no config surfaces 0 (unknown) rather than a misleading
default, and existing clients that don't know the field see no change.
---------
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
The node detail redesign moved backend operations into an action menu.
Four existing specs still search for the removed direct buttons, so the
UI E2E workflow fails consistently on master.
Open the backend action menu before checking or activating its items.
Assisted-by: Codex:gpt-5
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
The CUDA 13 profile resolves PyTorch 2.14. Its headers cannot build the
current FlashAttention source release under C++17, so the full backend
matrix cannot publish the image.
Leave FlashAttention optional on CUDA 13. The backend already retries
model loading with SDPA when FlashAttention is unavailable.
Assisted-by: Codex:gpt-5
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
The node restructure hid backend logs and split related controls
across inconsistent layouts.
Restore contextual log actions and align the detail page with the
fleet dashboard. Make multi-node selection clear and accessible.
Assisted-by: Codex:gpt-5 Playwright ESLint
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* ⬆️ Update TheTom/llama-cpp-turboquant
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(turboquant): follow renamed RPC server target
The pinned TurboQuant fork now exposes the RPC server as
ggml-rpc-server. Build that target and copy its renamed artifact while
preserving LocalAI's packaged turboquant-rpc-server name.
Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* ⬆️ Update leejet/stable-diffusion.cpp
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(stablediffusion): use effective video frame rate
Capture the frame rate selected by stable-diffusion.cpp and use it when muxing the generated frames. This keeps video timing aligned with upstream model-specific adjustments.
Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* ⬆️ Update ggml-org/llama.cpp
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(llama-cpp): disable PCH for SYCL builds
IntelLLVM cannot bundle the precompiled headers introduced by the latest
llama.cpp update. Disable PCH for both SYCL variants while retaining it
for the other backends.
Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* ⬆️ Update mudler/vllm.cpp
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(vllm-cpp): mirror ABI v26 model params
Mirror the new KV-cache dtype and sliding-window fields so the Go POD matches the bumped vllm.cpp header on LP64.
Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* ⬆️ Update antirez/ds4
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(ds4): link engram support in GPU builds
The bumped ds4 engine moved DeepSeek v4.1 engram helpers into a new object. Build and link that object for CUDA and Metal while retaining the upstream CPU object set.
Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* feat(credentials): parse and match download credential rules
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): keep secrets out of parse errors and tighten URL matching
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(credentials): resolve secrets lazily and authenticate HTTP per hop
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): redact secrets in nested and store formatting
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(credentials): add registry keychain and oras credential adapters
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): match repository rules for Docker Hub in the oras adapter
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(downloads): authenticate HTTP downloads and gallery reads from the credentials store
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(oci): authenticate registry pulls, resumes, blobs and cosign from the credentials store
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(cli): load download credentials from --credentials-file
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs(credentials): correct the local-network registry rules
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): keep secrets out of match and YAML parse errors
A match that fails to parse is no longer quoted in the Parse error, since
it may be a URL with a token in it. Userinfo is detected before the scheme
check, so ftp://user:token@host is refused as userinfo, and a match with a
query string or fragment is refused because it can never apply and a query
string is where signed URLs carry their token. Every YAML decode error is
now redacted, not only type errors: quoted scalars such as a secret under a
mismatched !!int tag are replaced and unquoted map keys are cut off.
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(downloads): make auth errors name the real cause and never retry unresolved secrets
AuthError now appends its cause, so a registry's DENIED or UNAUTHORIZED
detail reaches the operator. HTTP auth errors print only the status text in
place of the cause, because the downloader builds that cause from the
requested URL, which can carry a signed query string. Registry pulls say
that docker config credentials were tried too, and a download that carried
a caller-provided credential (WithBearerToken, or an explicit authorization
on gallery reads) reports that credential as rejected instead of blaming
the store.
The Range probe for a leftover partial file now returns an unresolved
secret as a permanent error, like the download request already did.
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): keep oras pulls anonymous on a broken docker helper and close bodies
When docker config names a credsStore helper that cannot run, the oras
credential func now logs at debug and returns no credential, so public
pulls keep working as they did before the adapter existed. The transport
closes the request body when a rule's secret cannot be resolved, as the
RoundTripper contract requires. The redirect spec now uses a custom header
rule on the origin, which net/http would not strip on its own, to prove the
transport does not carry credentials to the next hop.
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* test(oci): cover FetchImageBlob authentication against a private registry
FetchImageBlob now has a spec that pulls a layer blob by digest from a
basic-auth registry through the oras credential adapter, and one that shows
the same fetch fails when no rule matches. oras only speaks HTTPS here, so
the registry serves TLS and the spec points http.DefaultTransport, which
retry.DefaultClient falls back to, at the test server's client for its
duration instead of adding a transport seam to production code.
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs(credentials): document auth error wording, ollama manifests and registry tokens
The errors section now lists the registry and provided-credential messages
and says the server's reason is appended. ollama:// manifests are fetched
without credentials, so only blob downloads use the file. GHCR, Docker Hub
and Quay need basic auth with the token as password, and match rules must
not carry a query string or fragment. The backend gallery docs and the
container troubleshooting section now point to the private sources page.
Assisted-by: Claude:claude-opus-5 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(credentials): document trusted file path
The credentials path comes from operator configuration. Mark the file
read with a scoped G304 explanation to resolve the gosec false positive.
Assisted-by: Codex:gpt-6 gosec
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
* feat(cli): benchmark configured text models
Compare model aliases through a running LocalAI server. Report full
request latency and server-reported throughput with raw JSON samples.
Keep warmups separate and fail before writing results on request errors.
Assisted-by: Codex:GPT-6
* fix(cli): satisfy benchmark error checks
Explicitly discard errors from buffered report writes, HTTP response cleanup, and test server writes to pass errcheck without changing behavior.
Assisted-by: Codex:gpt-6 golangci-lint
---------
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
The Ministral 3 14B Reasoning entry inherits a Mistral 0.3 prompt and
JSON parser. Its name-first tool calls can therefore reach clients as
plain text.
Use the embedded template and llama.cpp's native tool parser. Document
migration for installed configurations, which gallery updates do not
rewrite.
Assisted-by: Codex:gpt-6
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
* [gallery] feat: add Orukeet to the existing NeMo speech backend
Assisted-by: Codex:gpt-6
Signed-off-by: Nathan Roll <nathan@oruk.ai>
* docs(nemo): remove model-specific instructions
Keep the backend guide focused on model families, as requested by mudler.
Remove the gallery limitation instead of restoring an outdated claim.
Assisted-by: Codex:GPT-6
Signed-off-by: Nathan Roll <nathan@oruk.ai>
---------
Signed-off-by: Nathan Roll <nathan@oruk.ai>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
The batch of "gallery: apply PR" commits replayed gallery-agent diffs
against a stale base. Each new top-of-file entry overwrote the entry
above it instead of being inserted, which lost seven entries:
- qwen3.8-27b-uncensored-q4/-q8 (#11705, overwritten by #11909)
- qwen3.8-flash-next-uncensored (#11832, overwritten by #11841)
- spark-x2.5-4b-q4/-q6/-q8 (#11923, overwritten by #11926)
- deepseek-v4-flash-vision-exp (#11873): #11927 renamed its name line
to qwopus3.8-27b-flash, which duplicated that entry and failed the
"declares every entry name exactly once" gallery lint on master.
Each restored entry is identical (YAML-equal) to the one in its PR head.
Assisted-by: Claude:claude-opus-5 [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
