Commit Graph

465 Commits

Author SHA1 Message Date
mudler's LocalAI [bot]
0569bb30a2 chore: ⬆️ Update ggml-org/whisper.cpp to 97c56f1dc1d1100a9d859c865a20c82d22f823ed (#11182)
⬆️ Update ggml-org/whisper.cpp

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 <bot-opensource@localaisrl.com>
2026-07-29 09:57:12 +02:00
mudler's LocalAI [bot]
550545c03a chore: ⬆️ Update mudler/parakeet.cpp to e747acdaee69b916cef62263ae5f718bda9ff3f3 (#11181)
⬆️ Update mudler/parakeet.cpp

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 <bot-opensource@localaisrl.com>
2026-07-29 09:57:01 +02:00
mudler's LocalAI [bot]
6aaf7db5f0 chore: ⬆️ Update mudler/depth-anything.cpp to 2028b47ac75a8659c6a9aa617baf09be193eb55f (#11179)
⬆️ Update mudler/depth-anything.cpp

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 <bot-opensource@localaisrl.com>
2026-07-29 08:45:18 +02:00
mudler's LocalAI [bot]
193d49001b chore: ⬆️ Update CrispStrobe/CrispASR to 754b67289cf1137e3ed722885705f94132fc614f (#11180)
⬆️ Update CrispStrobe/CrispASR

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 <bot-opensource@localaisrl.com>
2026-07-29 08:44:45 +02:00
walcz-de
4b4faa4ac7 feat(cloud-proxy): optional Anthropic prompt-cache breakpoints in translate mode (#11158)
The Anthropic translate provider builds the upstream request from scratch and
never emitted cache_control, so prompt caching was impossible for OpenAI-format
clients routed through cloud-proxy — even though the entire system prompt + tools
prefix is re-sent on every agentic turn.

Add an opt-in cache_prompt flag (ProxyOptions.cache_prompt; model YAML
proxy.cache_prompt: true). On a translate+anthropic model, buildAnthropicRequest
injects cache_control:{type:ephemeral} on the stable prefix — the system block,
the last tool, and the last message block (at most 3 of Anthropic's 4 allowed
breakpoints). Anthropic then serves the repeated prefix at the cache-read rate
(0.1x input) on subsequent calls, cutting cost on multi-turn/agentic workloads.
No effect in passthrough mode, for non-Anthropic providers, or when unset.

System is widened to any so it can carry the block form required to attach
cache_control, while still marshalling as a bare string when caching is off.
Adds a unit test asserting exactly three breakpoints when on and none when off,
and documents the option in docs/content/operations/cloud-proxy.md.

Assisted-by: Claude:opus-4.8

Signed-off-by: stefanwalcz <stefan.walcz@walcz.de>
2026-07-28 17:38:14 +00:00
mudler's LocalAI [bot]
366db11c59 chore: ⬆️ Update mudler/parakeet.cpp to 3e1ddd8455ceb9bfae564f84db24ba068b00c56e (#11150)
⬆️ Update mudler/parakeet.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-28 09:25:52 +02:00
mudler's LocalAI [bot]
c4d0c060ed chore: ⬆️ Update CrispStrobe/CrispASR to 7bb8be77a8c1677e32bba58514bb2d42f29a7a48 (#11156)
⬆️ Update CrispStrobe/CrispASR

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-28 09:01:41 +02:00
mudler's LocalAI [bot]
cff31bbac0 chore: ⬆️ Update leejet/stable-diffusion.cpp to 22516991cbdf725e69b0b4a87e52ca16cce07c2d (#11157)
⬆️ Update leejet/stable-diffusion.cpp

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-28 08:23:55 +02:00
mudler's LocalAI [bot]
19ffc33011 chore: ⬆️ Update leejet/stable-diffusion.cpp to 2d0385ba85af358f7115dda608a63eafd9de7ffd (#11132)
⬆️ Update leejet/stable-diffusion.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-27 01:00:05 +02:00
mudler's LocalAI [bot]
62e3b8304e chore: ⬆️ Update CrispStrobe/CrispASR to 306faee45fab641d54f9f941f075de1e9c0d3278 (#11131)
⬆️ Update CrispStrobe/CrispASR

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-26 23:05:50 +02:00
mudler's LocalAI [bot]
4baa36ddd8 feat(backend): vllm-cpp - text-generation backend for vllm.cpp with llama.cpp-parity tool calling (#11100)
* feat(backend): add vllm-cpp text-generation backend (vllm.cpp)

Wrap https://github.com/mudler/vllm.cpp - the LocalAI-team from-scratch C++20
port of vLLM (paged KV cache, continuous batching, prefix caching, safetensors
+ GGUF loading, no Python at inference) - as a Go gRPC backend over its stable
C ABI (ABI v2) via purego.

Backend (backend/go/vllm-cpp):
- Load -> vllm_engine_load: accepts a .gguf file or a config.json model dir
  (anything else is refused, satisfying the greedy-probe rule); context_size
  maps to max_model_len, options block_size/num_blocks/max_num_seqs size the
  KV cache and scheduler admission.
- Predict -> vllm_complete (blocking); PredictStream -> vllm_complete_stream
  with the per-delta C callback bridged into the gRPC stream. The backend
  embeds base.Base (not SingleThread): concurrent requests batch continuously
  in the engine's shared AsyncLLM scheduler.
- PredictOptions.Grammar -> the ABI's structured_grammar (GBNF), giving
  grammar-constrained tool calling at parity with llama-cpp; the ABI also
  exposes JSON-schema/regex/choice constraints.
- Hand-mirrored POD structs with layout locked by unit tests
  (unsafe.Offsetof vs the C offsets) and a runtime vllm_abi_version gate.
- One portable library per platform (vllm.cpp uses per-file SIMD tiers with
  runtime dispatch), so no avx/avx2/avx512 variant builds.

Wiring:
- backend-matrix: CPU amd64+arm64 (per-arch + manifest merge), CUDA 12/13
  amd64 (120a;121a Blackwell fat binary), L4T arm64 (121a, GB10/DGX Spark -
  the runtime-proven GPU target), Vulkan amd64, and Darwin arm64 Metal.
- backend/index.yaml meta + 12 image entries (latest/development x cpu,
  cuda12, cuda13, l4t, vulkan, metal); bump_deps registration for the
  VLLM_CPP_VERSION pin; root Makefile registration; test-extra runs the unit
  specs (pure Go, no engine build).
- Importers: preference-only swaps - llama-cpp (GGUF) and vllm (safetensors)
  advertise vllm-cpp via AdditionalBackends and emit backend: vllm-cpp
  without tokenizer templating (the C ABI takes the FINAL prompt; templating
  and tool parsing stay LocalAI-side). No auto-detect importer.
- Docs: backends list, top-level README maintained-engines table,
  compatibility table.

Verified: 20/20 Ginkgo specs against the real pinned engine and
Qwen3.5-2B-UD-Q8_K_XL.gguf on CPU - blocking + streaming parity, greedy
determinism, stop words, GBNF-constrained generation, and 4 concurrent
streams; plus a dlopen/ABI-gate smoke of the built gRPC server binary.
Upstream ABI v2 + production structured-output wiring landed as
mudler/vllm.cpp@86013f3.

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(vllm-cpp): ride the autoparser code path - engine-side chat templating and tool engagement (ABI v3)

The backend now implements AIModelRich (PredictRich / PredictStreamRich) over
vllm.cpp's ABI v3 chat entry points, so chat and tool calling ride the SAME
code path as the llama.cpp autoparser: the ENGINE renders the model's chat
template, decides when a tool call engages, and parses it - LocalAI receives
pre-parsed ChatDelta / ToolCallDelta protos exactly as it does from llama-cpp.

- With use_tokenizer_template + structured Messages, PredictOptions lowers to
  ONE OpenAI chat request JSON (messages, tools, tool_choice, sampling,
  stream_options.include_usage) for vllm_chat / vllm_chat_stream. tool_choice
  auto lowers engine-side to a LAZY structural-tag decode constraint - free
  text until the model emits the tool trigger, then the call is
  grammar-constrained; required/named force a call. Tool output is parsed by
  the engine's streaming Hermes-style parser; each chat.completion.chunk maps
  onto ChatDeltas (content / reasoning_content / tool_calls) which the host
  already prefers over Go-side tag extraction. Without structured messages the
  plain path (LocalAI templating + optional GBNF grammar) applies unchanged.
- The engine resolves the chat template from the GGUF tokenizer.chat_template
  metadata (or tokenizer_config.json); templates beyond its minja subset -
  e.g. the full Qwen3.5 namespace()/macro template - degrade engine-side to a
  Hermes-aware fallback prompt (tools schemas + <tool_call> instruction) with
  a stderr witness, so structural-tag engagement keeps working.
- Importers now emit the same config shape as llama-cpp for vllm-cpp
  (use_tokenizer_template: true, no-grammar autoparser flow); only the
  llama-cpp-specific use_jinja option and the vllm-python parser options are
  dropped.
- Pin bumped to mudler/vllm.cpp@aaed7ec (ABI v3 + chat-prompt resolution).

Verified against the real engine and Qwen3.5-2B-UD-Q8_K_XL.gguf on CPU: full
suite green - blocking chat, streaming deltas concatenating byte-equal to the
blocking answer, a REQUIRED tool call returning schema-valid arguments JSON,
and an AUTO run where the engine itself engages get_weather and streams parsed
tool deltas; plus unit specs for the request lowering, chunk->ChatDelta
mapping, and the C struct mirrors (ABI gate now v3).

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(vllm-cpp): ABI v5 - engine-side parser selection for 30 tool dialects + reasoning

Bump the vllm.cpp pin to the autoparser-parity engine: 30 tool-call dialects
(every pure-text parser in the pinned vLLM registry, each ported 1:1 with its
upstream tests), 7 reasoning parsers, google/minja as the template renderer
(the full Qwen3.5 template now renders engine-side), per-family structural
tags (tool_choice required/named compiles the model's NATIVE syntax where
expressible), and template auto-detection for both parser axes.

Backend changes:
- cModelParams mirrors ABI v5 (tool_parser + reasoning_parser fields,
  layout-locked by the offset tests; ABI gate now v5).
- New model options tool_parser:<name> / reasoning_parser:<name> pass through
  to the engine; unset means template auto-detection (18-row tool marker
  table; [THINK]->mistral, <think>->think_auto for reasoning); "none"
  disables the reasoning split; unknown names fail the first chat call.
- Chat chunks parse the `reasoning` field (the pin renamed
  reasoning_content), flowing into ChatDelta.ReasoningContent which the host
  already prefers.

Live e2e against Qwen3.5-2B-UD-Q8_K_XL.gguf on CPU, full suite green: the
real chat template renders (no more fallback), reasoning auto-detection picks
think_auto so markerless answers stay pure content (the live run caught the
deepseek_r1 content-swallow upstream and drove the think_auto fix), required
tool_choice returns schema-valid arguments, auto tool_choice engages
engine-side and streams parsed deltas, and blocking/streaming stay
byte-identical. Turn latency also dropped (proper template EOS behavior).

Upstream program landed as mudler/vllm.cpp 86013f3..5fffe7e (ABI v2-v5,
minja, parser waves B1/B2/B4, reasoning seam, structural-tag registry,
think_auto).

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(vllm-cpp): bump the engine pin to the ENG-wave close-out

mudler/vllm.cpp@df8909b: the six engine-backed vLLM tool-parser families
(qwen3-coder/xml/mimo, kimi_k2, glm45/47, minimax_m2, gemma4, seed_oss)
text-reimplemented from their wire formats and held to the upstream test
suites - 39 registered dialects; the pinned vLLM registry is now covered
except the three Rust/Harmony-backed families, descoped by decision. kimi_k2
also gains a full native structural-tag builder; four new template
auto-detection rows land with test-pinned ordering.

Full backend e2e re-run green against Qwen3.5-2B-UD-Q8_K_XL.gguf on CPU.

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): add the vllm-cpp-development gallery meta

The gallery grew the twelve latest/development image entries but was missing
the separate vllm-cpp-development meta (own capabilities map targeting the
-development image names), which every backend ships so the development
gallery resolves per-platform. Validated: all capability targets in both
metas resolve to existing entries, and every image URI's tag suffix matches
a backend-matrix build.

Also full-stack verified in this change's context (single-node local-ai from
this branch, locally-built backend under --backends-path, Qwen3.5-2B GGUF):
/v1/chat/completions non-stream (clean content + usage), streaming (SSE
deltas), tool_choice auto engaging get_weather engine-side with schema-valid
arguments and finish_reason=tool_calls, and streamed tool-call deltas in the
standard name-first cadence.

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): repair the CI backend builds - gcc-14 -Werror + fat-arch Triton

Two distinct failures took down all five vllm-cpp backend builds on the PR:

1. gcc-14 (ubuntu:24.04 CI images; the local toolchain is gcc-13) fails the
   engine build with -Werror=maybe-uninitialized in InputBatch::condense - a
   false positive through a staging std::optional's raw storage. Fixed
   upstream (mudler/vllm.cpp@61f3e85) by moving slot-to-slot directly;
   verified BOTH ways under dockerized g++-14.2 (unfixed reproduces CI's two
   diagnostics exactly, fixed compiles clean) with the engine's behavior
   suites green. Pin bumped to that sha.

2. The amd64 CUDA builds died at CMake configure: the vendored Triton-AOT
   cubin trees are per-arch and the engine refuses -DVLLM_CPP_TRITON=ON on a
   multi-arch (120a;121a) fat build unless pinned to one tree, which would be
   unsound for the other arch. Triton is now enabled only on the single-arch
   arm64/GB10 build (where the cubins matter); the fat amd64 binary uses the
   engine's non-AOT GDN path.

Backend e2e re-run green at the new pin (Qwen3.5-2B on CPU, full suite).

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): cuda-12 images cannot compile compute_121a - target 120a only

The second CI round surfaced a CUDA-version constraint: the cuda-12 (12.8)
image's nvcc rejects 'compute_121a' (GB10 arch support landed with CUDA 13),
killing the amd64 cuda-12 build at nvcc. Gate the architecture list on
CUDA_MAJOR_VERSION (exported by Dockerfile.golang): cuda-12 builds consumer
Blackwell 120a only, cuda-13 keeps the 120a;121a fat binary, arm64/l4t
(cuda-13) keeps single-arch 121a with the Triton cubins. GB10 is arm64, so
the amd64 cuda-12 image never served it - no capability change.

Verified by Makefile dry-run variable dumps for all three combinations
(cuda12 -> 120a; cuda13 -> 120a;121a; cpu -> CUDA off).

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): drop the cuda-12 variant - the engine needs the CUDA 13 toolchain

Third CI round, third layer: with the arch list already narrowed to 120a,
the cuda-12 (12.8) build still dies in ptxas compiling the sm_120a NVFP4 MMA
kernels ("Vector type too large, exceeds 128 bit limit") - the Blackwell fp4
path genuinely requires the CUDA 13 toolchain, and vllm.cpp supports
Blackwell-family GPUs only. Shipping a cuda-12 image without the fp4 kernels
would be a crippled build of an engine whose whole GPU story is fp4, so the
variant is dropped instead:

- backend-matrix: cuda-12 vllm-cpp entry removed (cuda-13 amd64, l4t arm64,
  cpu, vulkan, metal remain).
- gallery: cuda12 image entries removed; the nvidia capability now resolves
  to the cuda13 image in both metas; the nvidia-cuda-12 key is dropped so
  older-driver hosts fall back to the CPU image instead of an unrunnable one.
- backend Makefile: BUILD_TYPE=cublas under CUDA_MAJOR_VERSION=12 now fails
  fast with a clear message; cuda-13 keeps the 120a;121a fat binary and
  arm64/l4t keeps 121a with the Triton cubins.

Verified: Makefile branch dumps for all four combinations (cuda12 loud
error, cuda13 fat, arm64 121a+Triton, cpu off), YAML parses, matrix filter
tests green, gallery capability targets all resolve.

Assisted-by: Claude Code:claude-fable-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): forward multi-turn tool identity and reasoning to the engine

chatRequestJSON dropped Message.ToolCallId and Message.Name on role="tool"
replies and Message.ReasoningContent on assistant history, so a second
turn after tool execution reached the engine's chat template without the
fields that bind a tool result to the call it answers. Forward all three
(present-only, matching the OpenAI wire shape) and pin vllm.cpp to
6a0bd3e7, where ChatMessage parses/round-trips tool_calls, tool_call_id,
name and reasoning and the minja adapter exposes them to the template
context.

Adds the round-trip request-lowering spec (user -> assistant tool_call ->
tool reply -> lowered request) and re-ran the gated e2e suite against the
new engine pin with a real Qwen3.5 GGUF: chat, reasoning split, streaming
parity, required-tool and auto-tool cases all green.

Assisted-by: Claude Code:claude-fable-5 [Bash] [Edit] [Read]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): bump vllm.cpp for the darwin arm64 i8mm build fix

The darwin-metal CI job was the first build to compile the engine's arm
CPU-quant files on macOS and hit their Linux-only <asm/hwcap.h> /
<sys/auxv.h> includes. vllm.cpp 9e1c9025 detects i8mm per-OS (auxv on
Linux, sysctl on Apple Silicon) with kernels untouched. Gated e2e suite
re-run green against the new pin with a real Qwen3.5 GGUF.

Assisted-by: Claude Code:claude-fable-5 [Bash] [Read]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(vllm-cpp): darwin build - bound cmake parallelism when nproc is absent

The macOS runners have no nproc, so JOBS evaluated empty and
`cmake --build -j$(JOBS)` became bare `-j`: unlimited clang jobs on a
3-core/7GB Mac, which swap-thrashed until the 6h GHA timeout (the log
shows "nproc: Command not found" and 7+ concurrent clang processes being
reaped at the cutoff). Use the same portable fallback chain as the other
darwin backends: nproc, then sysctl hw.ncpu, then 4.

Assisted-by: Claude Code:claude-fable-5 [Bash] [Edit] [Read]
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>
2026-07-26 23:04:48 +02:00
mudler's LocalAI [bot]
90355cd444 chore: ⬆️ Update mudler/magpie-tts.cpp to 3008ff73fc2d2da9e4d743b09350aa7023e8980c (#11126)
⬆️ Update mudler/magpie-tts.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-26 00:37:10 +02:00
mudler's LocalAI [bot]
02bccadef9 chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to 35ebe5376b82a0a59d008586d55bbe623d449011 (#11127)
⬆️ Update ServeurpersoCom/qwentts.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-26 00:36:58 +02:00
mudler's LocalAI [bot]
0b216b63f0 chore: ⬆️ Update CrispStrobe/CrispASR to b516d8402c994f8455701f38dfbe578907328db7 (#11124)
⬆️ Update CrispStrobe/CrispASR

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-26 00:03:49 +02:00
mudler's LocalAI [bot]
2d889e61a6 feat(backend): add magpie-tts-cpp text-to-speech backend (#11115)
* feat(backend): add magpie-tts-cpp text-to-speech backend

Add a Go + purego backend wrapping the magpie-tts.cpp ggml port of NVIDIA's
Magpie TTS Multilingual 357M (encoder + autoregressive decoder over NanoCodec
tokens), producing 22.05 kHz mono audio in 5 baked voices (Aria, Jason, John,
Leo, Sofia; case-insensitive names or indices 0-4) across 9+ languages from a
single self-contained GGUF. Mirrors qwen3-tts-cpp / moss-tts-cpp: dlopen the
static-ggml shared library, bind the flat magpie_tts_capi_* C-API via purego
(no local C shim needed, the upstream .so exports it directly), and serve the
gRPC TTS + TTSStream methods behind base.SingleThread (the C context is not
reentrant across synthesize calls).

The backend CMakeLists translates the Makefile's -DGGML_{CUDA,METAL,VULKAN,HIP}
flags into upstream's MAGPIE_GGML_* toggles (upstream FORCE-overwrites the ggml
cache entries from those), pinned to magpie-tts.cpp v0.1.1
(e3f3dd1ebe22b64e7405f93b519f2d1930712568), which statically links ggml into
libmagpie-tts.so (ldd shows only system libs).

Wires the full registration: backend-matrix.yml (CPU amd64/arm64, CUDA 12/13,
Intel SYCL f16/f32, Vulkan amd64/arm64, ROCm, NVIDIA L4T + L4T CUDA 13, and
Darwin metal), backend/index.yaml metas and image entries, the root Makefile
build targets, the changed-backends backend-filter path mapping, the bump_deps
auto-bump matrix, a test-extra per-backend smoke job, the /backends/known
pref-only importer entry, the backend capabilities map (TTS + TTSStream, no
voice cloning), and the README / compatibility-table docs rows.

Verified locally: unit + e2e Ginkgo suites pass against the real q8_0 GGUF
(22.05 kHz mono WAV, RMS > 0.01), a live gRPC LoadModel + TTS round-trip
returns valid non-silent audio, and the pre-commit gates (make lint,
make test-coverage-check) pass, run manually with LOCALAI_TEST_HTTP_PORT
overriding the locally-occupied 9090.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* gallery: add magpie-tts-cpp model entries (q8_0 + f16)

Add the Magpie TTS Multilingual 357M GGUFs from mudler/magpie-tts.cpp-gguf to
the model gallery: q8_0 (~624 MB, near-lossless, fastest decode, recommended)
with an f16 (~784 MB) variant, both served by the magpie-tts-cpp backend.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* magpie-tts-cpp: bump pin to rewritten upstream v0.1.1 SHA

Upstream history was rewritten to purge accidentally committed build
artifacts; v0.1.1 now resolves to 6f7696cf.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-25 08:38:48 +02:00
mudler's LocalAI [bot]
130daa0c55 chore: ⬆️ Update leejet/stable-diffusion.cpp to 87a01773be23b996e38217a6a574c2de08ac560f (#11111)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-25 01:20:23 +02:00
mudler's LocalAI [bot]
a32a53fa8a chore: ⬆️ Update CrispStrobe/CrispASR to 2f26702117b4c7697d0fd421b6ee77cd7757ca0d (#11109)
⬆️ Update CrispStrobe/CrispASR

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2026-07-25 01:19:46 +02:00
mudler's LocalAI [bot]
35d3a43053 chore: ⬆️ Update leejet/stable-diffusion.cpp to 5114672c482012d77d24bbd09eae86b53c48256b (#11088)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-24 22:31:11 +02:00
mudler's LocalAI [bot]
07dc4439aa chore: ⬆️ Update CrispStrobe/CrispASR to cf0fdbbe38ad0aa107e3250f6ee5bdc755aced45 (#11090)
⬆️ Update CrispStrobe/CrispASR

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2026-07-24 16:12:51 +02:00
mudler's LocalAI [bot]
1919e293c5 chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to 4f33af825d66e6ef1cb185e87b4589cacf747291 (#11040)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-23 10:54:46 +02:00
mudler's LocalAI [bot]
12ee5249be chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to 82cd05b9f3a175612dc89fd6943e610fab096ef5 (#11039)
⬆️ Update ServeurpersoCom/qwentts.cpp

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2026-07-23 10:50:29 +02:00
mudler's LocalAI [bot]
e1d7491703 chore: ⬆️ Update leejet/stable-diffusion.cpp to 8a51eb92848c1327a5aaeff5ad81a7a9a2435255 (#11038)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-23 10:50:05 +02:00
mudler's LocalAI [bot]
c4c5849cea chore: ⬆️ Update localai-org/ced.cpp to db5aae02973a745722d6fbd2157cab1999106777 (#11037)
⬆️ Update localai-org/ced.cpp

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2026-07-23 10:49:51 +02:00
mudler's LocalAI [bot]
fab647c23a chore: ⬆️ Update CrispStrobe/CrispASR to 3ab5f4ac13685966b47cc75dc7fd02f3c4a51beb (#11035)
⬆️ Update CrispStrobe/CrispASR

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2026-07-23 10:49:33 +02:00
mudler's LocalAI [bot]
7358833f52 chore: ⬆️ Update mudler/locate-anything.cpp to 77376ab332de918220f7a7e391542eefb5407c9f (#11062)
⬆️ Update mudler/locate-anything.cpp

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2026-07-23 10:49:02 +02:00
mudler's LocalAI [bot]
49fcdd921f chore: ⬆️ Update CrispStrobe/CrispASR to 644a8b1b31ca42e26f641df38e323ed9d698a1ff (#11007)
⬆️ Update CrispStrobe/CrispASR

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2026-07-21 15:33:00 +02:00
mudler's LocalAI [bot]
e887a1ccf3 chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to ba4c7f7838ecb24a75b0ac94e14fdbebb6bb138c (#11006)
⬆️ Update ServeurpersoCom/qwentts.cpp

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2026-07-21 15:32:46 +02:00
localai-org-maint-bot
1e0baec2a7 fix(ci): repair nightly backend dep bumps for renamed localai-org repos (#11012)
The "Bump Backend dependencies" workflow has failed every night for over
ten days. Four upstreams — ced.cpp, moss-transcribe.cpp, voice-detect.cpp
and rf-detr.cpp — moved from the mudler org to localai-org, so the GitHub
API answers 301 for the old slugs. ced.cpp additionally renamed its
default branch to main.

bump_deps.sh fetched without -L or -f and never checked the response, so
the redirect's JSON body was passed straight to sed, which died with
"unterminated `s' command". The loud failure was luck: an error body
without slashes would have been substituted into the Makefile as the new
pin, silently corrupting the version and shipping it in a bump PR.

Point the matrix at the new slugs and branch, and harden the script so a
bad response can never reach sed: follow redirects, fail on HTTP errors,
and require a bare 40-hex SHA before rewriting anything. Also refresh the
now-stale repository URLs in the backend Makefiles, test scripts,
backend/index.yaml and the docs.

Verified all 25 matrix entries resolve to a commit SHA and that the four
previously-failing jobs run end to end against the real API.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]

Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-07-21 09:40:10 +02:00
mudler's LocalAI [bot]
7bda73fd66 chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to f39cc4a3af988091f662313b336dddf8c83a3fb5 (#11002)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-21 09:39:35 +02:00
mudler's LocalAI [bot]
5c607c09d5 chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to 339e3d7fc7161f8ae61d22c291ff40f68b690266 (#10962)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-20 00:38:25 +02:00
mudler's LocalAI [bot]
2f7b292143 chore: ⬆️ Update CrispStrobe/CrispASR to 5fca47ecf05cd68bb0075f8a00fe04da06f208d0 (#10963)
* ⬆️ Update CrispStrobe/CrispASR

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(crispasr): initialize only declared submodules

The latest upstream commit contains an undeclared CrispASR gitlink that makes a blanket recursive submodule update fail. Limit initialization to the two submodules used by the backend build.

Assisted-by: Codex:gpt-5 [Codex]

* fix(crispasr): resolve vendored WebRTC from project root

CrispASR now builds a vendored WebRTC VAD, but its include paths assume CrispASR is the top-level CMake project. Extend the existing embedded-project rewrite to the shared third_party root.

Assisted-by: Codex:gpt-5 [Codex]

---------

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Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-07-20 00:38:13 +02:00
zjuzhongwen
864c84f48b chore: fix some comments to improve readability (#10960)
Signed-off-by: zjuzhongwen <zjuzhongwen@outlook.com>
2026-07-20 00:37:40 +02:00
mudler's LocalAI [bot]
8cef340659 chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to e93292bee1778854ab7dcb2d325ffe531fef910f (#10964)
⬆️ Update ServeurpersoCom/qwentts.cpp

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2026-07-20 00:37:23 +02:00
mudler's LocalAI [bot]
078614c701 chore: ⬆️ Update CrispStrobe/CrispASR to 1e6f3ad962dc46d86422c3baa4f3c1110d037e4d (#10934)
⬆️ Update CrispStrobe/CrispASR

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2026-07-19 08:44:57 +02:00
mudler's LocalAI [bot]
c1efdbeb9e chore: ⬆️ Update leejet/stable-diffusion.cpp to ea4e566ccffa10f853ecc3f29e74b1820bc91beb (#10936)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-19 08:44:45 +02:00
mudler's LocalAI [bot]
f40e07d72e chore: ⬆️ Update CrispStrobe/CrispASR to c96281d6d409a7f97edbce62c12a6dd2f4da6a92 (#10900)
⬆️ Update CrispStrobe/CrispASR

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2026-07-18 08:35:28 +02:00
mudler's LocalAI [bot]
c0a20d6ab1 chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to 73a88bf6323f7b9dfff8dde76b4fffcc2fd618ce (#10896)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-18 01:05:26 +02:00
mudler's LocalAI [bot]
78775c77d8 chore: ⬆️ Update mudler/parakeet.cpp to 1da853421de9710cbe894a0110711de5a0516486 (#10899)
⬆️ Update mudler/parakeet.cpp

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2026-07-18 01:05:14 +02:00
mudler's LocalAI [bot]
525af1df1b chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to 95b4840ad3722b0b67acb945cd57682aae1ac9ca (#10902)
⬆️ Update ServeurpersoCom/qwentts.cpp

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2026-07-18 00:46:10 +02:00
LocalAI [bot]
ec933b837d chore(moss-transcribe-cpp): bump pin to CUDA K-quant embed fix (#10862) (#10878)
chore(moss-transcribe-cpp): bump pin to CUDA K-quant embed fix

Bumps the moss-transcribe.cpp pin to 190a569c, which merges the
host-side embed-lookup fallback for K-quant token_embd tensors
(localai-org/moss-transcribe.cpp#2).

Before this, running a q5_K/q4_K/q6_K moss-transcribe GGUF on CUDA
(or any non-CPU backend) aborted in getrows.cu with
"unsupported src0 type: q5_K" because ggml's GET_ROWS op has no
K-quant implementation on GPU, killing the backend process on the
first request. The engine now dequantizes the needed rows on the
host when the backend cannot run GET_ROWS for the tensor type,
producing bit-identical results.

Fixes #10862


Assisted-by: Claude:claude-opus-4-8 [Bash] [Edit]

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-07-17 12:47:13 +02:00
LocalAI [bot]
3bb0d1cb49 feat(backend): add moss-tts-cpp text-to-speech backend (#10860)
* feat(backend): add moss-tts-cpp text-to-speech backend

Add a Go + purego backend wrapping the moss-tts.cpp ggml port of the OpenMOSS
MOSS-TTS-Local v1.5 text-to-speech model (GPT-J local transformer decoded through
MOSS-Audio-Tokenizer-v2), producing 48 kHz stereo audio with optional
reference-audio voice cloning. Mirrors the qwen3-tts-cpp backend: dlopen the
static-ggml shared library, bind the moss-tts.cpp C-API via purego, and serve
the gRPC TTS method. A thin C shim holds the pipeline handle and copies engine
PCM into a Go-freeable buffer.

Wires the CI registration: backend-matrix.yml (CPU, CUDA 12/13, Intel SYCL
f16/f32, Vulkan, ROCm, NVIDIA L4T, plus Darwin metal), backend/index.yaml metas
and image entries pointing at mudler/MOSS-TTS-Local-Transformer-v1.5-GGUF, the
root Makefile build targets, and the changed-backends.js path mapping.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: list the moss-tts-cpp backend among the LocalAI-maintained engines

Add moss-tts.cpp to the README "Backends built by us" table, the
Text-to-Speech compatibility table, and the reference-audio voice-cloning
backend list, so the new backend is documented alongside its peers.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* backend(moss-tts-cpp): pin moss-tts.cpp to the squashed single-commit release

moss-tts.cpp history was collapsed to a single commit; repoint MOSSTTS_CPP_VERSION
to ee722b8e9205ee9b1b1c398a4e87e4e393e9be41.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* backend(moss-tts-cpp): add the moss-tts-cpp-development gallery meta

The gallery had the -development image entries but no matching -development
meta anchor (as locate-anything-cpp and depth-anything-cpp have), so the master
build was not installable as a gallery backend. Add moss-tts-cpp-development
mirroring the production meta with the -development capability image names.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
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>
2026-07-17 09:26:12 +02:00
LocalAI [bot]
7c542fb979 chore: ⬆️ Update leejet/stable-diffusion.cpp to b2906939774dc73453467215c80390404d0a2701 (#10872)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-17 09:00:02 +02:00
LocalAI [bot]
cbf232e5fe chore: ⬆️ Update CrispStrobe/CrispASR to a38cb89f7b9a743db2e8e50869fa646f91dc7f08 (#10873)
* ⬆️ Update CrispStrobe/CrispASR

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(crispasr): rewrite c2pa-audio submodule path for subproject builds

CrispASR a38cb89 adds a crispasr_c2pa_native static library whose sources
live in the new third_party/c2pa-audio git submodule, located via
CMAKE_SOURCE_DIR in src/CMakeLists.txt. That variable assumes CrispASR is
the top-level CMake project; LocalAI embeds it via add_subdirectory, so
the path resolved to backend/go/crispasr/third_party/c2pa-audio and every
build variant failed at CMake generate with 'Cannot find source file:
c2pa_native.cpp'.

Extend the existing talk-llama sed workaround to also rewrite the
c2pa-audio reference to PROJECT_SOURCE_DIR, which is correct both
standalone and as a subproject. The submodule itself is already checked
out by the recursive submodule init. Verified locally: the exact CI error
reproduces with CMAKE_SOURCE_DIR, and with the rewrite CMake configure,
crispasr_c2pa_native, and crispasr-lib all build cleanly on a CPU-only
fallback configuration.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude Code:claude-opus-4-8

---------

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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>
2026-07-17 08:59:48 +02:00
LocalAI [bot]
bcdb8debfe chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to 9e11ce41b90a2238ca1ec09e0c71fcc913544f2a (#10850)
⬆️ Update ServeurpersoCom/qwentts.cpp

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-16 10:10:55 +02:00
LocalAI [bot]
3880812ed6 chore: ⬆️ Update CrispStrobe/CrispASR to 5b38179a4a3281fcdba4220ff285f32e80df43a8 (#10851)
⬆️ Update CrispStrobe/CrispASR

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-07-16 10:02:09 +02:00
LocalAI [bot]
e062179d4d chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to 11c67198db58f75bf1bafc9051c2b018aaf1a3da (#10852)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-16 08:36:41 +02:00
Richard Palethorpe
b9d6d49e31 fix(cloud-proxy): publish backend gallery entries (#10858)
Add stable and development gallery variants for Linux and Darwin, and wire the backend build matrix so the referenced images are published.

Assisted-by: Codex:gpt-5 [yq]

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-07-16 08:36:23 +02:00
LocalAI [bot]
40763d1181 chore: ⬆️ Update ServeurpersoCom/qwentts.cpp to 7bb91886f613f4f54407604f4284e5b6ecd2acdf (#10832)
⬆️ Update ServeurpersoCom/qwentts.cpp

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2026-07-15 09:02:14 +02:00
LocalAI [bot]
afbed9d49b chore: ⬆️ Update ServeurpersoCom/omnivoice.cpp to 98a5d5fb43268fb85c637ac0a29ed67cc6a1f7d9 (#10830)
⬆️ Update ServeurpersoCom/omnivoice.cpp

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2026-07-15 01:09:46 +02:00
LocalAI [bot]
d82c38ee77 chore: ⬆️ Update leejet/stable-diffusion.cpp to a8a91b24cdf18a3e415d7f2a28f69b5be8a17700 (#10828)
⬆️ Update leejet/stable-diffusion.cpp

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2026-07-15 01:09:18 +02:00