* docs: design configurable copy buffering
Document the context-aware copy buffer option and its validation plan.
Assisted-by: Codex:gpt-5
* docs: design durable distributed staging operations
Assisted-by: Codex:gpt-5
* docs: design distributed model config revisions
Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]
* feat(config): add stable model revisions
Hash typed model configuration and effective protobuf options deterministically for distributed revision comparisons.
Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]
* feat(worker): acknowledge exact model stops
Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]
* feat(nodes): track model config revisions
Assisted-by: Codex:GPT-5 [apply_patch]
* fix(distributed): retry quarantined model cleanup
Stop quarantined replicas by exact process identity, retain failed cleanup as durable capped retries, and compare-and-delete only the claimed registry row. Process one sufficiently leased row at a time so multiple frontends cannot duplicate slow cleanup work.
Assisted-by: Codex:gpt-5
* fix(distributed): bind loads to config revisions
Assisted-by: Codex: GPT-5 [OpenAI Codex]
* fix(modeladmin): apply config revisions consistently
Route model edits, patches, state changes, deletion, and peer refreshes through the same revision lifecycle. Quarantine stale replicas before exact cleanup and report durable pending cleanup without failing successful config writes.
Assisted-by: Codex: GPT-5 [OpenAI Codex]
* feat(distributed): expose model config revision state
Document replica revision observability and durable cleanup behavior. Keep pending cleanup explicit in model mutation responses and verify endpoint contracts expose revision state without serialized load options.
Assisted-by: Codex:GPT-5 [OpenAI Codex]
* test(distributed): cover model revision convergence
Exercise cross-frontend quarantine, stale replay rejection, exact cleanup retry, worker re-registration, and current-generation replica convergence against the distributed PostgreSQL harness.
Assisted-by: Codex:gpt-5
* fix(distributed): pass config revision CI checks
Keep configured gallery sources out of authoritative runtime snapshots only after validating their real schema, and harden rollback snapshots against symlink races and non-regular files.
Assisted-by: Codex: GPT-5 [OpenAI Codex]
---------
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
The Qwopus variant pair was added twice, which makes the later pair unreachable and fails the gallery invariant on master.
Keep the first pair that LocalAI already resolves and remove the dead duplicate declarations.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
Keep the homepage focused on runtime capabilities and move engine details to their canonical directory. Make installation choices stable and explicit for users across supported hardware.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-bot <306113404+localai-org-bot@users.noreply.github.com>
* docs: design configurable copy buffering
Document the context-aware copy buffer option and its validation plan.
Assisted-by: Codex:gpt-5
* docs: design durable distributed staging operations
Assisted-by: Codex:gpt-5
* fix(distributed): merge durable staging operations
Use active model load jobs as the durable operations baseline and overlay replica-local staging progress without duplication. Preserve tracker-only operations when the registry cannot be read.
Assisted-by: Codex:gpt-5
---------
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
The gallery ranker reads serving features from tags instead of backend options. Mark two entries that enable draft MTP so ranking can identify them correctly.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
* fix: GHSA-qwww-vcr4-c8h2 security vulnerability
Automated dependency upgrade by OrbisAI Security
Signed-off-by: anupamme <mediratta@gmail.com>
* fix: upgrade react-router-dom to 7.18.2 to fully remediate GHSA-qwww-vcr4-c8h2
The prior fix pinned react-router@7.18.2 directly but left react-router-dom
at ^7.18.1, which bun resolved to 7.18.1. That package bundles its own
react-router@7.18.1 sub-dep, leaving the vulnerable version in bun.lock
via the react-router-dom/react-router scoped resolution. Pinning
react-router-dom to 7.18.2 and regenerating the lockfile removes all
7.18.1 resolutions.
Assisted-by: Claude Code:claude-sonnet-4-6
Signed-off-by: Anupam Mediratta <mediratta@gmail.com>
---------
Signed-off-by: anupamme <mediratta@gmail.com>
Signed-off-by: Anupam Mediratta <mediratta@gmail.com>
* docs(blog): add the 4.9 release post and its demo clips
The 4.9 cycle changed how you authenticate, how chat handles a history
that no longer fits, and where models and backends live in the UI. The
release notes list every pull request; this post covers the three
changes that alter day-to-day use, and leads with the auth one because
it needs an action before upgrading.
Two clips are recorded from a real session against a local-ai built
from master with the live gallery loaded: model-lifecycle.mp4 walks
the unified models and backends pages, import-model.mp4 shows the
rebuilt import form. Both follow the clip conventions in
.agents/preparing-a-release.md: h264, no audio track, 1000x562, under
30 seconds, and named after the feature so they stay reusable.
Assisted-by: Claude Code:claude-opus-5 [Bash] [Playwright]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs(blog): anti-slop pass over the 4.9 post
Ran the post through the humanizer and no-ai-slop rules, calibrated
against what-landed-in-localai-4-8.md. That post is the one #11324
left unchanged, so it sets the rate for this series.
The draft ran denser than it on two constructions: "rather than" at
5.1 per thousand words against 3.5, and "instead of" at 3.1 against
1.6. Both are now at or below the 4.8 rate, 2.7 and 1.5, by rewriting
seven of them as plain statements.
Also cut: "keeping both cost a mode switch", a ledger metaphor for
something that is not money, which is the tell #11324 removed eight
times from the APEX post. "A follow-up fixed the thing that made that
awkward", an unearned framing plus a colon reveal. "This release adds
a different one: compress them", a second colon reveal. And
"byte-structurally identical", a second exactness idiom in a post that
already uses "byte-identical" where the precision carries weight.
Five paragraphs opened with "Two things" or "Two details", so three of
them start differently now. The summary listed three items, which is
the rule of three; it lists four, like the 4.8 summary.
Every figure, PR number, link and media reference is unchanged, checked
by diffing them out of both revisions. Hugo builds clean and the
rendered HTML has no em dashes.
Assisted-by: Claude Code:claude-opus-5 [Bash]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
Expose the upstream Q8_0 build and the MTP drafter for the existing Gemma 4 12B agentic entry. The variants let LocalAI select higher fidelity or faster speculative decoding from the same model family.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
* ⬆️ Update NVIDIA/NeMo-Speech.cpp
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
* fix(nemo-speech-cpp): build required sentencepiece
The updated runtime uses SentencePiece for RNNT context biasing even when Flashlight and text normalization are disabled. Build upstream's pinned static archive before configuring the engine so every backend variant has the newly required library and headers.
Assisted-by: Codex:gpt-5
* fix(nemo-speech-cpp): support BSD install
The pinned SentencePiece script uses GNU install -D for license files. macOS provides BSD install, which rejects that flag after the library compiles.
Create the license directory and use the portable install form on Darwin.
Assisted-by: Codex:gpt-5
* fix(nemo-speech-cpp): support CMake 4
Homebrew CMake 4 rejects the old policy floor in the pinned SentencePiece helper. Select the oldest supported policy floor for the Darwin dependency build.
Assisted-by: Codex:gpt-5.6 [Codex CLI]
---------
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
Add the official Q4_K_M and Q8_0 GGUF builds with the shared BF16 vision projector.
Assisted-by: Codex:gpt-5 [Hugging Face API]
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
Add Tencent’s compact translation model in Q4 and Q8 GGUF formats. The linked variants let LocalAI select the best build that fits each host.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
* test: make coverage failures observable
Keep per-root logs, reject concurrent coverage runs, and avoid relying on /bin/sleep in the worker timeout test.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: parallelize coverage without remote fixtures
Assisted-by: Codex:gpt-5 [apply_patch] [exec_command]
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: add offline resource infrastructure
Introduce versioned resource manifests, a checksum-verified CAS preparer, offline test wrappers, and a guarded network transport. Replace live Hugging Face, GitHub, and OCI cases with deterministic fixtures and inject fixture metadata into importer discovery.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: enforce offline resource replay
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: harden offline resource refresh
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: expose slow coverage waits
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: eliminate avoidable wall-clock waits
Inject a clock into Hugging Face retry handling, reuse a process-scoped PostgreSQL container with per-spec schemas in the nodes suite, and poll local import jobs promptly.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: remove repeated fixture startup waits
Share PostgreSQL fixtures across parallel endpoint and agent suite workers, and make the worker Free deadline injectable so the wedged-backend test does not spend five seconds on wall-clock time.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: fix offline resource CI portability
Normalize Docker archive metadata before content addressing, derive archive checksums during explicit refreshes, make network lint portable to macOS, and prepare distributed images before running their offline suite.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* ci: cache Go modules before offline tests
Warm the complete module graph before the Linux and macOS test jobs enter offline replay mode, so tool dependencies such as Ginkgo are not fetched through the guarded proxy.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: drop the static network lint in favour of real isolation
The offline test suite already prevents tests from reaching the network
twice over: run-test-linux-offline.sh puts the test process in a cgroup
and REJECTs egress outside the private ranges, and HardenedTransport
installs testnetwork.LocalGuard to refuse dials that resolve to a public
address. Both fail the test with a precise error at the moment of the
dial.
test-network-lint.sh added neither. Its diff stage defaulted to a HEAD
base, so on a clean checkout it compared the tree against itself and
inspected nothing; the branch's own commits were never examined. It only
produced output when an earlier job step dirtied the tree, and then it
matched a bare https?:// against whatever changed. make react-ui runs
npm install rather than npm ci, so CI rewrote
core/http/react-ui/package-lock.json and the lint reported an npm
registry URL as forbidden test network access:
+ "resolved": "https://registry.npmjs.org/hono/-/hono-4.12.25.tgz",
Its fingerprint stage was self-defeating in a quieter way: hashing the
whole tree's network-mechanism inventory meant every rebase onto a master
that touched any _test.go needed a manual baseline bump, so the check
mostly caught its own staleness.
Remove the script, its make target and the two prerequisite edges, along
with the test-network: fixture markers that existed only to suppress it.
The isolation itself is untouched.
Assisted-by: Claude:claude-opus-5 [go vet]
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* ci: keep hidden files in the offline test bundle artifact
Cherry-picked from 15a37b0ac on the remote branch. The offline bundle lives
under .cache/, which actions/upload-artifact skips by default, so the Linux
job packed an artifact missing the very file the next step restores.
The other half of 15a37b0ac moved test-network-lint out of the `test` and
`test-coverage` prerequisite lists into a recipe line, so parallel make could
not fingerprint the tree while generated fixtures were still changing. That
is dropped: the preceding commit removes the lint entirely, and the race it
worked around is one more reason a whole-tree fingerprint was the wrong
mechanism.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* refactor: share bounded exponential backoff
Use overflow-safe saturating arithmetic for retry delays across model import polling, downloads, registration, node operations, and model loading. Keep model import status checks responsive initially while capping their interval at 500ms.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* ci: mirror Jetson Python wheels
Keep the CUDA aarch64 wheel subset in GHCR and serve it as a local PEP 503 index during L4T backend builds, preserving last-known-good packages through upstream outages.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* docs(agents): index the Jetson wheels mirror
Mention the GHCR-hosted L4T wheel mirror in the CI caching guide summary so maintainers can find its outage and cache documentation.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* ci: add defensive build network proxy
Record build destinations and byte counts, retry observable idempotent HTTP downloads, and isolate explorer database tests that race under coverage.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(kokoros): implement updated backend trait
Return unimplemented for image upscaling, matching the backend's other unsupported modalities after the protobuf API update.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): clear recovered proxy errors
Do not mark a request failed when a later safe retry succeeds.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* ci: require HTTPS build interception
Inject a short-lived proxy CA into BuildKit and Dockerfile RUN steps, reject plain HTTP and opaque tunnels, and retain method/status/byte telemetry for verified HTTPS traffic.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): preserve system trust in unproxied builds
Mount the generated interception CA at a dedicated secret path and add it to the trust bundle only in proxy-aware dependency stages. This prevents optional secret mounts from masking the system CA bundle in ordinary backend test builds.
Install the requested Go toolchain before starting the proxy and satisfy cleanup error checks found by CI lint.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): persist build proxy trust
Install the generated proxy CA through the system-managed local certificate directory so ca-certificates upgrades retain it. Avoid turning canceled matrix jobs into proxy cleanup failures.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): trust proxy in nested build scripts
Install the build proxy CA before nested source fetches, route the DS4 package setup through the HTTPS mirror helper, and avoid repeated OCI setup in gallery behavior tests.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): use HTTPS apt sources for Bonsai
Rewrite ARM64 package sources before installing GCC and check gallery fixture cleanup errors so the optimized tests satisfy errcheck.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(privacy-filter): trust build proxy CA
Install the mounted build proxy certificate before privacy-filter's make target fetches its HTTPS sources, for both source and prebuilt builder paths.\n\nAssisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* test: fail on hidden offline egress
Count cgroup-scoped firewall rejects and fail the offline test harness with bounded aggregate diagnostics. Inject the gen-audio GGUF probe so fixture-backed importer tests do not attempt real network access.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix(ci): preserve system CA trust
Build a combined runner certificate bundle instead of replacing public roots with the generated proxy CA. Centralize additive container installation in the shared proxy CA helper.
Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>
---------
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
Add Q4_K_M and Q8_0 GGUF builds for Tencent UI-Mate-9B. Include the f16 vision projector so llama.cpp can process desktop screenshots.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
The V8 coverage build inlines every dynamic import, so the stale chunk tests cannot intercept a page chunk. Run those tests against the normal code-split bundle and exclude them from the inlined coverage pass.
Assisted-by: Codex:gpt-5
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
