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Author SHA1 Message Date
copilot-swe-agent[bot]
5041294265 Initial plan 2026-02-02 22:01:37 +00:00
126 changed files with 260 additions and 3188 deletions

View File

@@ -14,7 +14,6 @@ concurrency:
jobs:
backend-jobs:
if: github.repository == 'mudler/LocalAI'
uses: ./.github/workflows/backend_build.yml
with:
tag-latest: ${{ matrix.tag-latest }}
@@ -105,58 +104,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: ''
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-cpu-ace-step'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'true'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: ''
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-cpu-mlx'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'true'
backend: "mlx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: ''
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-cpu-mlx-vlm'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'true'
backend: "mlx-vlm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: ''
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-cpu-mlx-audio'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'true'
backend: "mlx-audio"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
# CUDA 12 builds
- build-type: 'cublas'
cuda-major-version: "12"
@@ -301,19 +248,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-ace-step'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
@@ -366,19 +300,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-outetts'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "outetts"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
@@ -405,45 +326,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-mlx'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-mlx-vlm'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx-vlm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-12-mlx-audio'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx-audio"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "12"
cuda-minor-version: "8"
@@ -627,19 +509,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-13-ace-step'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'l4t'
cuda-major-version: "13"
cuda-minor-version: "0"
@@ -705,45 +574,6 @@ jobs:
backend: "diffusers"
dockerfile: "./backend/Dockerfile.python"
context: "./"
- build-type: 'l4t'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-cuda-13-arm64-mlx'
runs-on: 'ubuntu-24.04-arm'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
ubuntu-version: '2404'
backend: "mlx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
- build-type: 'l4t'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-cuda-13-arm64-mlx-vlm'
runs-on: 'ubuntu-24.04-arm'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
ubuntu-version: '2404'
backend: "mlx-vlm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
- build-type: 'l4t'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-cuda-13-arm64-mlx-audio'
runs-on: 'ubuntu-24.04-arm'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
ubuntu-version: '2404'
backend: "mlx-audio"
dockerfile: "./backend/Dockerfile.python"
context: "./"
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
@@ -809,45 +639,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-13-mlx'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-13-mlx-vlm'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx-vlm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-nvidia-cuda-13-mlx-audio'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'false'
backend: "mlx-audio"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'cublas'
cuda-major-version: "13"
cuda-minor-version: "0"
@@ -992,19 +783,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'hipblas'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-rocm-hipblas-ace-step'
runs-on: 'arc-runner-set'
base-image: "rocm/dev-ubuntu-24.04:6.4.4"
skip-drivers: 'false'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
# ROCm additional backends
- build-type: 'hipblas'
cuda-major-version: ""
@@ -1202,19 +980,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'intel'
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-gpu-intel-ace-step'
runs-on: 'ubuntu-latest'
base-image: "intel/oneapi-basekit:2025.3.0-0-devel-ubuntu24.04"
skip-drivers: 'false'
backend: "ace-step"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: 'l4t'
cuda-major-version: "12"
cuda-minor-version: "0"
@@ -1280,45 +1045,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2204'
- build-type: 'l4t'
cuda-major-version: "12"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-mlx'
runs-on: 'ubuntu-24.04-arm'
base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
skip-drivers: 'true'
backend: "mlx"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2204'
- build-type: 'l4t'
cuda-major-version: "12"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-mlx-vlm'
runs-on: 'ubuntu-24.04-arm'
base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
skip-drivers: 'true'
backend: "mlx-vlm"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2204'
- build-type: 'l4t'
cuda-major-version: "12"
cuda-minor-version: "0"
platforms: 'linux/arm64'
tag-latest: 'auto'
tag-suffix: '-nvidia-l4t-mlx-audio'
runs-on: 'ubuntu-24.04-arm'
base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
skip-drivers: 'true'
backend: "mlx-audio"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2204'
# SYCL additional backends
- build-type: 'intel'
cuda-major-version: ""
@@ -1836,19 +1562,6 @@ jobs:
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
- build-type: ''
cuda-major-version: ""
cuda-minor-version: ""
platforms: 'linux/amd64'
tag-latest: 'auto'
tag-suffix: '-cpu-outetts'
runs-on: 'ubuntu-latest'
base-image: "ubuntu:24.04"
skip-drivers: 'true'
backend: "outetts"
dockerfile: "./backend/Dockerfile.python"
context: "./"
ubuntu-version: '2404'
backend-jobs-darwin:
uses: ./.github/workflows/backend_build_darwin.yml
strategy:
@@ -1857,9 +1570,6 @@ jobs:
- backend: "diffusers"
tag-suffix: "-metal-darwin-arm64-diffusers"
build-type: "mps"
- backend: "ace-step"
tag-suffix: "-metal-darwin-arm64-ace-step"
build-type: "mps"
- backend: "mlx"
tag-suffix: "-metal-darwin-arm64-mlx"
build-type: "mps"
@@ -1880,64 +1590,6 @@ jobs:
tag-suffix: "-metal-darwin-arm64-whisper"
build-type: "metal"
lang: "go"
- backend: "vibevoice"
tag-suffix: "-metal-darwin-arm64-vibevoice"
build-type: "mps"
- backend: "qwen-asr"
tag-suffix: "-metal-darwin-arm64-qwen-asr"
build-type: "mps"
- backend: "qwen-tts"
tag-suffix: "-metal-darwin-arm64-qwen-tts"
build-type: "mps"
- backend: "voxcpm"
tag-suffix: "-metal-darwin-arm64-voxcpm"
build-type: "mps"
- backend: "pocket-tts"
tag-suffix: "-metal-darwin-arm64-pocket-tts"
build-type: "mps"
- backend: "moonshine"
tag-suffix: "-metal-darwin-arm64-moonshine"
build-type: "mps"
- backend: "whisperx"
tag-suffix: "-metal-darwin-arm64-whisperx"
build-type: "mps"
- backend: "rerankers"
tag-suffix: "-metal-darwin-arm64-rerankers"
build-type: "mps"
- backend: "transformers"
tag-suffix: "-metal-darwin-arm64-transformers"
build-type: "mps"
- backend: "kokoro"
tag-suffix: "-metal-darwin-arm64-kokoro"
build-type: "mps"
- backend: "faster-whisper"
tag-suffix: "-metal-darwin-arm64-faster-whisper"
build-type: "mps"
- backend: "coqui"
tag-suffix: "-metal-darwin-arm64-coqui"
build-type: "mps"
- backend: "rfdetr"
tag-suffix: "-metal-darwin-arm64-rfdetr"
build-type: "mps"
- backend: "kitten-tts"
tag-suffix: "-metal-darwin-arm64-kitten-tts"
build-type: "mps"
- backend: "piper"
tag-suffix: "-metal-darwin-arm64-piper"
build-type: "metal"
lang: "go"
- backend: "silero-vad"
tag-suffix: "-metal-darwin-arm64-silero-vad"
build-type: "metal"
lang: "go"
- backend: "local-store"
tag-suffix: "-metal-darwin-arm64-local-store"
build-type: "metal"
lang: "go"
- backend: "huggingface"
tag-suffix: "-metal-darwin-arm64-huggingface"
build-type: "metal"
lang: "go"
with:
backend: ${{ matrix.backend }}
build-type: ${{ matrix.build-type }}

View File

@@ -5,7 +5,6 @@ on:
workflow_dispatch:
jobs:
bump-backends:
if: github.repository == 'mudler/LocalAI'
strategy:
fail-fast: false
matrix:

View File

@@ -5,7 +5,6 @@ on:
workflow_dispatch:
jobs:
bump-docs:
if: github.repository == 'mudler/LocalAI'
strategy:
fail-fast: false
matrix:

View File

@@ -5,7 +5,6 @@ on:
workflow_dispatch:
jobs:
checksum_check:
if: github.repository == 'mudler/LocalAI'
runs-on: ubuntu-latest
steps:
- name: Force Install GIT latest

View File

@@ -9,8 +9,8 @@ permissions:
jobs:
dependabot:
if: github.repository == 'mudler/LocalAI' && github.actor == 'dependabot[bot]'
runs-on: ubuntu-latest
if: ${{ github.actor == 'dependabot[bot]' }}
steps:
- name: Dependabot metadata
id: metadata

View File

@@ -12,7 +12,6 @@ concurrency:
jobs:
build-linux:
if: github.repository == 'mudler/LocalAI'
runs-on: ubuntu-latest
steps:
- name: Clone
@@ -34,7 +33,7 @@ jobs:
run: |
CGO_ENABLED=0 make build
- name: rm
uses: appleboy/ssh-action@v1.2.5
uses: appleboy/ssh-action@v1.2.4
with:
host: ${{ secrets.EXPLORER_SSH_HOST }}
username: ${{ secrets.EXPLORER_SSH_USERNAME }}
@@ -54,7 +53,7 @@ jobs:
rm: true
target: ./local-ai
- name: restarting
uses: appleboy/ssh-action@v1.2.5
uses: appleboy/ssh-action@v1.2.4
with:
host: ${{ secrets.EXPLORER_SSH_HOST }}
username: ${{ secrets.EXPLORER_SSH_USERNAME }}

View File

@@ -27,7 +27,6 @@ on:
type: string
jobs:
gallery-agent:
if: github.repository == 'mudler/LocalAI'
runs-on: ubuntu-latest
steps:
- name: Checkout repository

View File

@@ -13,7 +13,6 @@ concurrency:
jobs:
generate_caches:
if: github.repository == 'mudler/LocalAI'
strategy:
matrix:
include:

View File

@@ -12,7 +12,6 @@ concurrency:
jobs:
generate_caches:
if: github.repository == 'mudler/LocalAI'
strategy:
matrix:
include:

View File

@@ -14,7 +14,6 @@
jobs:
hipblas-jobs:
if: github.repository == 'mudler/LocalAI'
uses: ./.github/workflows/image_build.yml
with:
tag-latest: ${{ matrix.tag-latest }}
@@ -51,7 +50,6 @@
ubuntu-codename: 'noble'
core-image-build:
if: github.repository == 'mudler/LocalAI'
uses: ./.github/workflows/image_build.yml
with:
tag-latest: ${{ matrix.tag-latest }}
@@ -138,7 +136,6 @@
ubuntu-codename: 'noble'
gh-runner:
if: github.repository == 'mudler/LocalAI'
uses: ./.github/workflows/image_build.yml
with:
tag-latest: ${{ matrix.tag-latest }}

View File

@@ -10,8 +10,8 @@ permissions:
actions: write # to dispatch publish workflow
jobs:
dependabot:
if: github.repository == 'mudler/LocalAI' && github.actor == 'localai-bot' && !contains(github.event.pull_request.title, 'chore(model gallery):')
runs-on: ubuntu-latest
if: ${{ github.actor == 'localai-bot' && !contains(github.event.pull_request.title, 'chore(model gallery):') }}
steps:
- name: Checkout repository
uses: actions/checkout@v6

View File

@@ -10,7 +10,7 @@ permissions:
jobs:
notify-discord:
if: github.repository == 'mudler/LocalAI' && (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model'))
if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model')) }}
env:
MODEL_NAME: gemma-3-12b-it-qat
runs-on: ubuntu-latest
@@ -90,7 +90,7 @@ jobs:
connect-timeout-seconds: 180
limit-access-to-actor: true
notify-twitter:
if: github.repository == 'mudler/LocalAI' && (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model'))
if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model')) }}
env:
MODEL_NAME: gemma-3-12b-it-qat
runs-on: ubuntu-latest

View File

@@ -6,7 +6,6 @@ on:
jobs:
notify-discord:
if: github.repository == 'mudler/LocalAI'
runs-on: ubuntu-latest
env:
RELEASE_BODY: ${{ github.event.release.body }}

View File

@@ -8,7 +8,6 @@ on:
jobs:
stale:
if: github.repository == 'mudler/LocalAI'
runs-on: ubuntu-latest
steps:
- uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v9

View File

@@ -5,7 +5,6 @@ on:
workflow_dispatch:
jobs:
swagger:
if: github.repository == 'mudler/LocalAI'
strategy:
fail-fast: false
runs-on: ubuntu-latest

View File

@@ -1,5 +1,5 @@
# Disable parallel execution for backend builds
.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/outetts backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/vllm-omni backends/moonshine backends/pocket-tts backends/qwen-tts backends/qwen-asr backends/voxcpm backends/whisperx backends/ace-step
.NOTPARALLEL: backends/diffusers backends/llama-cpp backends/piper backends/stablediffusion-ggml backends/whisper backends/faster-whisper backends/silero-vad backends/local-store backends/huggingface backends/rfdetr backends/kitten-tts backends/kokoro backends/chatterbox backends/llama-cpp-darwin backends/neutts build-darwin-python-backend build-darwin-go-backend backends/mlx backends/diffuser-darwin backends/mlx-vlm backends/mlx-audio backends/stablediffusion-ggml-darwin backends/vllm backends/vllm-omni backends/moonshine backends/pocket-tts backends/qwen-tts backends/qwen-asr backends/voxcpm backends/whisperx
GOCMD=go
GOTEST=$(GOCMD) test
@@ -308,7 +308,6 @@ protogen-go-clean:
prepare-test-extra: protogen-python
$(MAKE) -C backend/python/transformers
$(MAKE) -C backend/python/outetts
$(MAKE) -C backend/python/diffusers
$(MAKE) -C backend/python/chatterbox
$(MAKE) -C backend/python/vllm
@@ -320,11 +319,9 @@ prepare-test-extra: protogen-python
$(MAKE) -C backend/python/qwen-asr
$(MAKE) -C backend/python/voxcpm
$(MAKE) -C backend/python/whisperx
$(MAKE) -C backend/python/ace-step
test-extra: prepare-test-extra
$(MAKE) -C backend/python/transformers test
$(MAKE) -C backend/python/outetts test
$(MAKE) -C backend/python/diffusers test
$(MAKE) -C backend/python/chatterbox test
$(MAKE) -C backend/python/vllm test
@@ -336,7 +333,6 @@ test-extra: prepare-test-extra
$(MAKE) -C backend/python/qwen-asr test
$(MAKE) -C backend/python/voxcpm test
$(MAKE) -C backend/python/whisperx test
$(MAKE) -C backend/python/ace-step test
DOCKER_IMAGE?=local-ai
DOCKER_AIO_IMAGE?=local-ai-aio
@@ -455,7 +451,6 @@ BACKEND_WHISPER = whisper|golang|.|false|true
# Python backends with root context
BACKEND_RERANKERS = rerankers|python|.|false|true
BACKEND_TRANSFORMERS = transformers|python|.|false|true
BACKEND_OUTETTS = outetts|python|.|false|true
BACKEND_FASTER_WHISPER = faster-whisper|python|.|false|true
BACKEND_COQUI = coqui|python|.|false|true
BACKEND_RFDETR = rfdetr|python|.|false|true
@@ -473,7 +468,6 @@ BACKEND_QWEN_TTS = qwen-tts|python|.|false|true
BACKEND_QWEN_ASR = qwen-asr|python|.|false|true
BACKEND_VOXCPM = voxcpm|python|.|false|true
BACKEND_WHISPERX = whisperx|python|.|false|true
BACKEND_ACE_STEP = ace-step|python|.|false|true
# Helper function to build docker image for a backend
# Usage: $(call docker-build-backend,BACKEND_NAME,DOCKERFILE_TYPE,BUILD_CONTEXT,PROGRESS_FLAG,NEEDS_BACKEND_ARG)
@@ -505,7 +499,6 @@ $(eval $(call generate-docker-build-target,$(BACKEND_STABLEDIFFUSION_GGML)))
$(eval $(call generate-docker-build-target,$(BACKEND_WHISPER)))
$(eval $(call generate-docker-build-target,$(BACKEND_RERANKERS)))
$(eval $(call generate-docker-build-target,$(BACKEND_TRANSFORMERS)))
$(eval $(call generate-docker-build-target,$(BACKEND_OUTETTS)))
$(eval $(call generate-docker-build-target,$(BACKEND_FASTER_WHISPER)))
$(eval $(call generate-docker-build-target,$(BACKEND_COQUI)))
$(eval $(call generate-docker-build-target,$(BACKEND_RFDETR)))
@@ -523,13 +516,12 @@ $(eval $(call generate-docker-build-target,$(BACKEND_QWEN_TTS)))
$(eval $(call generate-docker-build-target,$(BACKEND_QWEN_ASR)))
$(eval $(call generate-docker-build-target,$(BACKEND_VOXCPM)))
$(eval $(call generate-docker-build-target,$(BACKEND_WHISPERX)))
$(eval $(call generate-docker-build-target,$(BACKEND_ACE_STEP)))
# Pattern rule for docker-save targets
docker-save-%: backend-images
docker save local-ai-backend:$* -o backend-images/$*.tar
docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-vllm-omni docker-build-transformers docker-build-outetts docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts docker-build-qwen-asr docker-build-voxcpm docker-build-whisperx docker-build-ace-step
docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-vllm-omni docker-build-transformers docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-chatterbox docker-build-vibevoice docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts docker-build-qwen-asr docker-build-voxcpm docker-build-whisperx
########################################################
### Mock Backend for E2E Tests

View File

@@ -203,8 +203,7 @@ local-ai run oci://localai/phi-2:latest
For more information, see [💻 Getting started](https://localai.io/basics/getting_started/index.html), if you are interested in our roadmap items and future enhancements, you can see the [Issues labeled as Roadmap here](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap)
## 📰 Latest project news
- February 2026: [Realtime API for audio-to-audio with tool calling](https://github.com/mudler/LocalAI/pull/6245), [ACE-Step 1.5 support](https://github.com/mudler/LocalAI/pull/8396)
- January 2026: **LocalAI 3.10.0** - Major release with Anthropic API support, Open Responses API for stateful agents, video & image generation suite (LTX-2), unified GPU backends, tool streaming & XML parsing, system-aware backend gallery, crash fixes for AVX-only CPUs and AMD VRAM reporting, request tracing, and new backends: **Moonshine** (ultra-fast transcription), **Pocket-TTS** (lightweight TTS). Vulkan arm64 builds now available. [Release notes](https://github.com/mudler/LocalAI/releases/tag/v3.10.0).
- December 2025: [Dynamic Memory Resource reclaimer](https://github.com/mudler/LocalAI/pull/7583), [Automatic fitting of models to multiple GPUS(llama.cpp)](https://github.com/mudler/LocalAI/pull/7584), [Added Vibevoice backend](https://github.com/mudler/LocalAI/pull/7494)
- November 2025: Major improvements to the UX. Among these: [Import models via URL](https://github.com/mudler/LocalAI/pull/7245) and [Multiple chats and history](https://github.com/mudler/LocalAI/pull/7325)
- October 2025: 🔌 [Model Context Protocol (MCP)](https://localai.io/docs/features/mcp/) support added for agentic capabilities with external tools
@@ -270,7 +269,6 @@ LocalAI supports a comprehensive range of AI backends with multiple acceleration
|---------|-------------|---------------------|
| **whisper.cpp** | OpenAI Whisper in C/C++ | CUDA 12/13, ROCm, Intel SYCL, Vulkan, CPU |
| **faster-whisper** | Fast Whisper with CTranslate2 | CUDA 12/13, ROCm, Intel, CPU |
| **moonshine** | Ultra-fast transcription engine for low-end devices | CUDA 12/13, Metal, CPU |
| **coqui** | Advanced TTS with 1100+ languages | CUDA 12/13, ROCm, Intel, CPU |
| **kokoro** | Lightweight TTS model | CUDA 12/13, ROCm, Intel, CPU |
| **chatterbox** | Production-grade TTS | CUDA 12/13, CPU |
@@ -281,7 +279,6 @@ LocalAI supports a comprehensive range of AI backends with multiple acceleration
| **vibevoice** | Real-time TTS with voice cloning | CUDA 12/13, ROCm, Intel, CPU |
| **pocket-tts** | Lightweight CPU-based TTS | CUDA 12/13, ROCm, Intel, CPU |
| **qwen-tts** | High-quality TTS with custom voice, voice design, and voice cloning | CUDA 12/13, ROCm, Intel, CPU |
| **ace-step** | Music generation from text descriptions, lyrics, or audio samples | CUDA 12/13, ROCm, Intel, Metal, CPU |
### Image & Video Generation
| Backend | Description | Acceleration Support |
@@ -303,11 +300,11 @@ LocalAI supports a comprehensive range of AI backends with multiple acceleration
|-------------------|-------------------|------------------|
| **NVIDIA CUDA 12** | All CUDA-compatible backends | Nvidia hardware |
| **NVIDIA CUDA 13** | All CUDA-compatible backends | Nvidia hardware |
| **AMD ROCm** | llama.cpp, whisper, vllm, transformers, diffusers, rerankers, coqui, kokoro, neutts, vibevoice, pocket-tts, qwen-tts, ace-step | AMD Graphics |
| **Intel oneAPI** | llama.cpp, whisper, stablediffusion, vllm, transformers, diffusers, rfdetr, rerankers, coqui, kokoro, vibevoice, pocket-tts, qwen-tts, ace-step | Intel Arc, Intel iGPUs |
| **Apple Metal** | llama.cpp, whisper, diffusers, MLX, MLX-VLM, moonshine, ace-step | Apple M1/M2/M3+ |
| **AMD ROCm** | llama.cpp, whisper, vllm, transformers, diffusers, rerankers, coqui, kokoro, neutts, vibevoice, pocket-tts, qwen-tts | AMD Graphics |
| **Intel oneAPI** | llama.cpp, whisper, stablediffusion, vllm, transformers, diffusers, rfdetr, rerankers, coqui, kokoro, vibevoice, pocket-tts, qwen-tts | Intel Arc, Intel iGPUs |
| **Apple Metal** | llama.cpp, whisper, diffusers, MLX, MLX-VLM | Apple M1/M2/M3+ |
| **Vulkan** | llama.cpp, whisper, stablediffusion | Cross-platform GPUs |
| **NVIDIA Jetson (CUDA 12)** | llama.cpp, whisper, stablediffusion, diffusers, rfdetr, ace-step | ARM64 embedded AI (AGX Orin, etc.) |
| **NVIDIA Jetson (CUDA 12)** | llama.cpp, whisper, stablediffusion, diffusers, rfdetr | ARM64 embedded AI (AGX Orin, etc.) |
| **NVIDIA Jetson (CUDA 13)** | llama.cpp, whisper, stablediffusion, diffusers, rfdetr | ARM64 embedded AI (DGX Spark) |
| **CPU Optimized** | All backends | AVX/AVX2/AVX512, quantization support |

View File

@@ -365,14 +365,6 @@ message SoundGenerationRequest {
optional bool sample = 6;
optional string src = 7;
optional int32 src_divisor = 8;
optional bool think = 9;
optional string caption = 10;
optional string lyrics = 11;
optional int32 bpm = 12;
optional string keyscale = 13;
optional string language = 14;
optional string timesignature = 15;
optional bool instrumental = 17;
}
message TokenizationResponse {

View File

@@ -1,5 +1,5 @@
LLAMA_VERSION?=22cae832188a1f08d18bd0a707a4ba5cd03c7349
LLAMA_VERSION?=2634ed207a17db1a54bd8df0555bd8499a6ab691
LLAMA_REPO?=https://github.com/ggerganov/llama.cpp
CMAKE_ARGS?=

View File

@@ -7,6 +7,3 @@ package:
bash package.sh
build: huggingface package
clean:
rm -f huggingface

View File

@@ -8,5 +8,5 @@ set -e
CURDIR=$(dirname "$(realpath $0)")
mkdir -p $CURDIR/package
cp -avf $CURDIR/huggingface $CURDIR/package/
cp -avrf $CURDIR/huggingface $CURDIR/package/
cp -rfv $CURDIR/run.sh $CURDIR/package/

View File

@@ -7,6 +7,3 @@ package:
bash package.sh
build: local-store package
clean:
rm -f local-store

View File

@@ -8,5 +8,5 @@ set -e
CURDIR=$(dirname "$(realpath $0)")
mkdir -p $CURDIR/package
cp -avf $CURDIR/local-store $CURDIR/package/
cp -avrf $CURDIR/local-store $CURDIR/package/
cp -rfv $CURDIR/run.sh $CURDIR/package/

View File

@@ -35,6 +35,3 @@ package:
bash package.sh
build: piper package
clean:
rm -f piper

View File

@@ -10,8 +10,8 @@ CURDIR=$(dirname "$(realpath $0)")
# Create lib directory
mkdir -p $CURDIR/package/lib
cp -avf $CURDIR/piper $CURDIR/package/
cp -avf $CURDIR/espeak-ng-data $CURDIR/package/
cp -avrf $CURDIR/piper $CURDIR/package/
cp -avrf $CURDIR/espeak-ng-data $CURDIR/package/
cp -rfv $CURDIR/run.sh $CURDIR/package/
cp -rfLv $CURDIR/sources/go-piper/piper-phonemize/pi/lib/* $CURDIR/package/lib/

View File

@@ -45,6 +45,3 @@ package:
bash package.sh
build: silero-vad package
clean:
rm -f silero-vad

View File

@@ -10,8 +10,8 @@ CURDIR=$(dirname "$(realpath $0)")
# Create lib directory
mkdir -p $CURDIR/package/lib
cp -avf $CURDIR/silero-vad $CURDIR/package/
cp -avf $CURDIR/run.sh $CURDIR/package/
cp -avrf $CURDIR/silero-vad $CURDIR/package/
cp -avrf $CURDIR/run.sh $CURDIR/package/
cp -rfLv $CURDIR/backend-assets/lib/* $CURDIR/package/lib/
# Detect architecture and copy appropriate libraries

View File

@@ -8,7 +8,7 @@ JOBS?=$(shell nproc --ignore=1)
# whisper.cpp version
WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
WHISPER_CPP_VERSION?=941bdabbe4561bc6de68981aea01bc5ab05781c5
WHISPER_CPP_VERSION?=aa1bc0d1a6dfd70dbb9f60c11df12441e03a9075
SO_TARGET?=libgowhisper.so
CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
@@ -78,7 +78,7 @@ package: whisper
build: package
clean: purge
rm -rf libgowhisper*.so package sources/whisper.cpp whisper
rm -rf libgowhisper*.so sources/whisper.cpp whisper
purge:
rm -rf build*

View File

@@ -105,7 +105,6 @@
intel: "intel-rfdetr"
#amd: "rocm-rfdetr"
nvidia-l4t: "nvidia-l4t-arm64-rfdetr"
metal: "metal-rfdetr"
default: "cpu-rfdetr"
nvidia-cuda-13: "cuda13-rfdetr"
nvidia-cuda-12: "cuda12-rfdetr"
@@ -183,15 +182,6 @@
- text-to-text
- LLM
- MLX
capabilities:
default: "cpu-mlx"
nvidia: "cuda12-mlx"
metal: "metal-mlx"
nvidia-cuda-12: "cuda12-mlx"
nvidia-cuda-13: "cuda13-mlx"
nvidia-l4t: "nvidia-l4t-mlx"
nvidia-l4t-cuda-12: "nvidia-l4t-mlx"
nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-mlx"
- &mlx-vlm
name: "mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-mlx-vlm"
@@ -209,15 +199,6 @@
- vision-language
- LLM
- MLX
capabilities:
default: "cpu-mlx-vlm"
nvidia: "cuda12-mlx-vlm"
metal: "metal-mlx-vlm"
nvidia-cuda-12: "cuda12-mlx-vlm"
nvidia-cuda-13: "cuda13-mlx-vlm"
nvidia-l4t: "nvidia-l4t-mlx-vlm"
nvidia-l4t-cuda-12: "nvidia-l4t-mlx-vlm"
nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-mlx-vlm"
- &mlx-audio
name: "mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-mlx-audio"
@@ -235,15 +216,6 @@
- text-to-audio
- LLM
- MLX
capabilities:
default: "cpu-mlx-audio"
nvidia: "cuda12-mlx-audio"
metal: "metal-mlx-audio"
nvidia-cuda-12: "cuda12-mlx-audio"
nvidia-cuda-13: "cuda13-mlx-audio"
nvidia-l4t: "nvidia-l4t-mlx-audio"
nvidia-l4t-cuda-12: "nvidia-l4t-mlx-audio"
nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-mlx-audio"
- &rerankers
name: "rerankers"
alias: "rerankers"
@@ -251,7 +223,6 @@
nvidia: "cuda12-rerankers"
intel: "intel-rerankers"
amd: "rocm-rerankers"
metal: "metal-rerankers"
- &transformers
name: "transformers"
icon: https://avatars.githubusercontent.com/u/25720743?s=200&v=4
@@ -269,7 +240,6 @@
nvidia: "cuda12-transformers"
intel: "intel-transformers"
amd: "rocm-transformers"
metal: "metal-transformers"
nvidia-cuda-13: "cuda13-transformers"
nvidia-cuda-12: "cuda12-transformers"
- &diffusers
@@ -296,34 +266,6 @@
nvidia-cuda-12: "cuda12-diffusers"
nvidia-l4t-cuda-12: "nvidia-l4t-arm64-diffusers"
nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-diffusers"
- &ace-step
name: "ace-step"
description: |
ACE-Step 1.5 is an open-source music generation model. It supports simple mode (natural language description) and advanced mode (caption, lyrics, think, bpm, keyscale, etc.). Uses in-process acestep (LLMHandler for metadata, DiT for audio).
urls:
- https://github.com/ace-step/ACE-Step-1.5
tags:
- music-generation
- sound-generation
alias: "ace-step"
capabilities:
nvidia: "cuda12-ace-step"
intel: "intel-ace-step"
amd: "rocm-ace-step"
metal: "metal-ace-step"
default: "cpu-ace-step"
nvidia-cuda-13: "cuda13-ace-step"
nvidia-cuda-12: "cuda12-ace-step"
- !!merge <<: *ace-step
name: "ace-step-development"
capabilities:
nvidia: "cuda12-ace-step-development"
intel: "intel-ace-step-development"
amd: "rocm-ace-step-development"
metal: "metal-ace-step-development"
default: "cpu-ace-step-development"
nvidia-cuda-13: "cuda13-ace-step-development"
nvidia-cuda-12: "cuda12-ace-step-development"
- &faster-whisper
icon: https://avatars.githubusercontent.com/u/1520500?s=200&v=4
description: |
@@ -340,7 +282,6 @@
nvidia: "cuda12-faster-whisper"
intel: "intel-faster-whisper"
amd: "rocm-faster-whisper"
metal: "metal-faster-whisper"
nvidia-cuda-13: "cuda13-faster-whisper"
nvidia-cuda-12: "cuda12-faster-whisper"
- &moonshine
@@ -358,7 +299,6 @@
alias: "moonshine"
capabilities:
nvidia: "cuda12-moonshine"
metal: "metal-moonshine"
default: "cpu-moonshine"
nvidia-cuda-13: "cuda13-moonshine"
nvidia-cuda-12: "cuda12-moonshine"
@@ -378,7 +318,6 @@
capabilities:
nvidia: "cuda12-whisperx"
amd: "rocm-whisperx"
metal: "metal-whisperx"
default: "cpu-whisperx"
nvidia-cuda-13: "cuda13-whisperx"
nvidia-cuda-12: "cuda12-whisperx"
@@ -401,7 +340,6 @@
intel: "intel-kokoro"
amd: "rocm-kokoro"
nvidia-l4t: "nvidia-l4t-kokoro"
metal: "metal-kokoro"
nvidia-cuda-13: "cuda13-kokoro"
nvidia-cuda-12: "cuda12-kokoro"
nvidia-l4t-cuda-12: "nvidia-l4t-arm64-kokoro"
@@ -426,25 +364,9 @@
nvidia: "cuda12-coqui"
intel: "intel-coqui"
amd: "rocm-coqui"
metal: "metal-coqui"
nvidia-cuda-13: "cuda13-coqui"
nvidia-cuda-12: "cuda12-coqui"
icon: https://avatars.githubusercontent.com/u/1338804?s=200&v=4
- &outetts
urls:
- https://github.com/OuteAI/outetts
description: |
OuteTTS is an open-weight text-to-speech model from OuteAI (OuteAI/OuteTTS-0.3-1B).
Supports custom speaker voices via audio path or default speakers.
tags:
- text-to-speech
- TTS
license: apache-2.0
name: "outetts"
alias: "outetts"
capabilities:
default: "cpu-outetts"
nvidia-cuda-12: "cuda12-outetts"
- &chatterbox
urls:
- https://github.com/resemble-ai/chatterbox
@@ -483,7 +405,6 @@
intel: "intel-vibevoice"
amd: "rocm-vibevoice"
nvidia-l4t: "nvidia-l4t-vibevoice"
metal: "metal-vibevoice"
default: "cpu-vibevoice"
nvidia-cuda-13: "cuda13-vibevoice"
nvidia-cuda-12: "cuda12-vibevoice"
@@ -506,7 +427,6 @@
intel: "intel-qwen-tts"
amd: "rocm-qwen-tts"
nvidia-l4t: "nvidia-l4t-qwen-tts"
metal: "metal-qwen-tts"
default: "cpu-qwen-tts"
nvidia-cuda-13: "cuda13-qwen-tts"
nvidia-cuda-12: "cuda12-qwen-tts"
@@ -529,7 +449,6 @@
intel: "intel-qwen-asr"
amd: "rocm-qwen-asr"
nvidia-l4t: "nvidia-l4t-qwen-asr"
metal: "metal-qwen-asr"
default: "cpu-qwen-asr"
nvidia-cuda-13: "cuda13-qwen-asr"
nvidia-cuda-12: "cuda12-qwen-asr"
@@ -551,7 +470,6 @@
nvidia: "cuda12-voxcpm"
intel: "intel-voxcpm"
amd: "rocm-voxcpm"
metal: "metal-voxcpm"
default: "cpu-voxcpm"
nvidia-cuda-13: "cuda13-voxcpm"
nvidia-cuda-12: "cuda12-voxcpm"
@@ -572,7 +490,6 @@
intel: "intel-pocket-tts"
amd: "rocm-pocket-tts"
nvidia-l4t: "nvidia-l4t-pocket-tts"
metal: "metal-pocket-tts"
default: "cpu-pocket-tts"
nvidia-cuda-13: "cuda13-pocket-tts"
nvidia-cuda-12: "cuda12-pocket-tts"
@@ -733,234 +650,31 @@
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-mlx-audio"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-mlx-audio
## mlx
- !!merge <<: *mlx
name: "cpu-mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-mlx"
mirrors:
- localai/localai-backends:latest-cpu-mlx
- !!merge <<: *mlx
name: "cpu-mlx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-mlx"
mirrors:
- localai/localai-backends:master-cpu-mlx
- !!merge <<: *mlx
name: "cuda12-mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-mlx"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-mlx
- !!merge <<: *mlx
name: "cuda12-mlx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-mlx"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-mlx
- !!merge <<: *mlx
name: "cuda13-mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-13-mlx"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-13-mlx
- !!merge <<: *mlx
name: "cuda13-mlx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-mlx"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-mlx
- !!merge <<: *mlx
name: "nvidia-l4t-mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-mlx"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-mlx
- !!merge <<: *mlx
name: "nvidia-l4t-mlx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-mlx"
mirrors:
- localai/localai-backends:master-nvidia-l4t-mlx
- !!merge <<: *mlx
name: "cuda13-nvidia-l4t-arm64-mlx"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx
- !!merge <<: *mlx
name: "cuda13-nvidia-l4t-arm64-mlx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-mlx"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-mlx
## mlx-vlm
- !!merge <<: *mlx-vlm
name: "cpu-mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-mlx-vlm"
mirrors:
- localai/localai-backends:latest-cpu-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cpu-mlx-vlm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-mlx-vlm"
mirrors:
- localai/localai-backends:master-cpu-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda12-mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-mlx-vlm"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda12-mlx-vlm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-mlx-vlm"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda13-mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-13-mlx-vlm"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-13-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda13-mlx-vlm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-mlx-vlm"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-mlx-vlm
- !!merge <<: *mlx-vlm
name: "nvidia-l4t-mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-mlx-vlm"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-mlx-vlm
- !!merge <<: *mlx-vlm
name: "nvidia-l4t-mlx-vlm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-mlx-vlm"
mirrors:
- localai/localai-backends:master-nvidia-l4t-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda13-nvidia-l4t-arm64-mlx-vlm"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx-vlm"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx-vlm
- !!merge <<: *mlx-vlm
name: "cuda13-nvidia-l4t-arm64-mlx-vlm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-mlx-vlm"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-mlx-vlm
## mlx-audio
- !!merge <<: *mlx-audio
name: "cpu-mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-mlx-audio"
mirrors:
- localai/localai-backends:latest-cpu-mlx-audio
- !!merge <<: *mlx-audio
name: "cpu-mlx-audio-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-mlx-audio"
mirrors:
- localai/localai-backends:master-cpu-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda12-mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-mlx-audio"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda12-mlx-audio-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-mlx-audio"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda13-mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-13-mlx-audio"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-13-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda13-mlx-audio-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-mlx-audio"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-mlx-audio
- !!merge <<: *mlx-audio
name: "nvidia-l4t-mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-mlx-audio"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-mlx-audio
- !!merge <<: *mlx-audio
name: "nvidia-l4t-mlx-audio-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-mlx-audio"
mirrors:
- localai/localai-backends:master-nvidia-l4t-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda13-nvidia-l4t-arm64-mlx-audio"
uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx-audio"
mirrors:
- localai/localai-backends:latest-nvidia-l4t-cuda-13-arm64-mlx-audio
- !!merge <<: *mlx-audio
name: "cuda13-nvidia-l4t-arm64-mlx-audio-development"
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-mlx-audio"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-mlx-audio
- !!merge <<: *kitten-tts
name: "kitten-tts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-kitten-tts"
mirrors:
- localai/localai-backends:master-kitten-tts
- !!merge <<: *kitten-tts
name: "metal-kitten-tts"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-kitten-tts"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-kitten-tts
- !!merge <<: *kitten-tts
name: "metal-kitten-tts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-kitten-tts"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-kitten-tts
- !!merge <<: *huggingface
name: "huggingface-development"
uri: "quay.io/go-skynet/local-ai-backends:master-huggingface"
mirrors:
- localai/localai-backends:master-huggingface
- !!merge <<: *huggingface
name: "metal-huggingface"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-huggingface"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-huggingface
- !!merge <<: *huggingface
name: "metal-huggingface-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-huggingface"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-huggingface
- !!merge <<: *local-store
name: "local-store-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-local-store"
mirrors:
- localai/localai-backends:master-cpu-local-store
- !!merge <<: *local-store
name: "metal-local-store"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-local-store"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-local-store
- !!merge <<: *local-store
name: "metal-local-store-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-local-store"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-local-store
- !!merge <<: *silero-vad
name: "silero-vad-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-silero-vad"
mirrors:
- localai/localai-backends:master-cpu-silero-vad
- !!merge <<: *silero-vad
name: "metal-silero-vad"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-silero-vad"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-silero-vad
- !!merge <<: *silero-vad
name: "metal-silero-vad-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-silero-vad"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-silero-vad
- !!merge <<: *piper
name: "piper-development"
uri: "quay.io/go-skynet/local-ai-backends:master-piper"
mirrors:
- localai/localai-backends:master-piper
- !!merge <<: *piper
name: "metal-piper"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-piper"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-piper
- !!merge <<: *piper
name: "metal-piper-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-piper"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-piper
## llama-cpp
- !!merge <<: *llamacpp
name: "nvidia-l4t-arm64-llama-cpp"
@@ -1334,7 +1048,6 @@
intel: "intel-rfdetr-development"
#amd: "rocm-rfdetr-development"
nvidia-l4t: "nvidia-l4t-arm64-rfdetr-development"
metal: "metal-rfdetr-development"
default: "cpu-rfdetr-development"
nvidia-cuda-13: "cuda13-rfdetr-development"
- !!merge <<: *rfdetr
@@ -1402,16 +1115,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-rfdetr"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-rfdetr
- !!merge <<: *rfdetr
name: "metal-rfdetr"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-rfdetr"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-rfdetr
- !!merge <<: *rfdetr
name: "metal-rfdetr-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-rfdetr"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-rfdetr
## Rerankers
- !!merge <<: *rerankers
name: "rerankers-development"
@@ -1419,7 +1122,6 @@
nvidia: "cuda12-rerankers-development"
intel: "intel-rerankers-development"
amd: "rocm-rerankers-development"
metal: "metal-rerankers-development"
nvidia-cuda-13: "cuda13-rerankers-development"
- !!merge <<: *rerankers
name: "cuda12-rerankers"
@@ -1461,16 +1163,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-rerankers"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-rerankers
- !!merge <<: *rerankers
name: "metal-rerankers"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-rerankers"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-rerankers
- !!merge <<: *rerankers
name: "metal-rerankers-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-rerankers"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-rerankers
## Transformers
- !!merge <<: *transformers
name: "transformers-development"
@@ -1478,7 +1170,6 @@
nvidia: "cuda12-transformers-development"
intel: "intel-transformers-development"
amd: "rocm-transformers-development"
metal: "metal-transformers-development"
nvidia-cuda-13: "cuda13-transformers-development"
- !!merge <<: *transformers
name: "cuda12-transformers"
@@ -1520,16 +1211,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-transformers"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-transformers
- !!merge <<: *transformers
name: "metal-transformers"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-transformers"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-transformers
- !!merge <<: *transformers
name: "metal-transformers-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-transformers"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-transformers
## Diffusers
- !!merge <<: *diffusers
name: "diffusers-development"
@@ -1621,67 +1302,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-diffusers"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-diffusers
## ace-step
- !!merge <<: *ace-step
name: "cpu-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-ace-step"
mirrors:
- localai/localai-backends:latest-cpu-ace-step
- !!merge <<: *ace-step
name: "cpu-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-ace-step"
mirrors:
- localai/localai-backends:master-cpu-ace-step
- !!merge <<: *ace-step
name: "cuda12-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-ace-step"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-ace-step
- !!merge <<: *ace-step
name: "cuda12-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-ace-step"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-ace-step
- !!merge <<: *ace-step
name: "cuda13-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-13-ace-step"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-13-ace-step
- !!merge <<: *ace-step
name: "cuda13-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-ace-step"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-ace-step
- !!merge <<: *ace-step
name: "rocm-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-rocm-hipblas-ace-step"
mirrors:
- localai/localai-backends:latest-gpu-rocm-hipblas-ace-step
- !!merge <<: *ace-step
name: "rocm-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-rocm-hipblas-ace-step"
mirrors:
- localai/localai-backends:master-gpu-rocm-hipblas-ace-step
- !!merge <<: *ace-step
name: "intel-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-intel-ace-step"
mirrors:
- localai/localai-backends:latest-gpu-intel-ace-step
- !!merge <<: *ace-step
name: "intel-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-intel-ace-step"
mirrors:
- localai/localai-backends:master-gpu-intel-ace-step
- !!merge <<: *ace-step
name: "metal-ace-step"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-ace-step"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-ace-step
- !!merge <<: *ace-step
name: "metal-ace-step-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-ace-step"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-ace-step
## kokoro
- !!merge <<: *kokoro
name: "kokoro-development"
@@ -1690,7 +1310,6 @@
intel: "intel-kokoro-development"
amd: "rocm-kokoro-development"
nvidia-l4t: "nvidia-l4t-kokoro-development"
metal: "metal-kokoro-development"
- !!merge <<: *kokoro
name: "cuda12-kokoro-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-kokoro"
@@ -1741,16 +1360,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-kokoro"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-kokoro
- !!merge <<: *kokoro
name: "metal-kokoro"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-kokoro"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-kokoro
- !!merge <<: *kokoro
name: "metal-kokoro-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-kokoro"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-kokoro
## faster-whisper
- !!merge <<: *faster-whisper
name: "faster-whisper-development"
@@ -1758,7 +1367,6 @@
nvidia: "cuda12-faster-whisper-development"
intel: "intel-faster-whisper-development"
amd: "rocm-faster-whisper-development"
metal: "metal-faster-whisper-development"
nvidia-cuda-13: "cuda13-faster-whisper-development"
- !!merge <<: *faster-whisper
name: "cuda12-faster-whisper-development"
@@ -1790,16 +1398,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-faster-whisper"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-faster-whisper
- !!merge <<: *faster-whisper
name: "metal-faster-whisper"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-faster-whisper"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-faster-whisper
- !!merge <<: *faster-whisper
name: "metal-faster-whisper-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-faster-whisper"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-faster-whisper
## moonshine
- !!merge <<: *moonshine
name: "moonshine-development"
@@ -1838,23 +1436,12 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-moonshine"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-moonshine
- !!merge <<: *moonshine
name: "metal-moonshine"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-moonshine"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-moonshine
- !!merge <<: *moonshine
name: "metal-moonshine-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-moonshine"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-moonshine
## whisperx
- !!merge <<: *whisperx
name: "whisperx-development"
capabilities:
nvidia: "cuda12-whisperx-development"
amd: "rocm-whisperx-development"
metal: "metal-whisperx-development"
default: "cpu-whisperx-development"
nvidia-cuda-13: "cuda13-whisperx-development"
nvidia-cuda-12: "cuda12-whisperx-development"
@@ -1898,16 +1485,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-whisperx"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-13-whisperx
- !!merge <<: *whisperx
name: "metal-whisperx"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-whisperx"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-whisperx
- !!merge <<: *whisperx
name: "metal-whisperx-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-whisperx"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-whisperx
## coqui
- !!merge <<: *coqui
@@ -1916,7 +1493,6 @@
nvidia: "cuda12-coqui-development"
intel: "intel-coqui-development"
amd: "rocm-coqui-development"
metal: "metal-coqui-development"
- !!merge <<: *coqui
name: "cuda12-coqui"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-coqui"
@@ -1947,42 +1523,6 @@
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-rocm-hipblas-coqui"
mirrors:
- localai/localai-backends:latest-gpu-rocm-hipblas-coqui
- !!merge <<: *coqui
name: "metal-coqui"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-coqui"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-coqui
- !!merge <<: *coqui
name: "metal-coqui-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-coqui"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-coqui
## outetts
- !!merge <<: *outetts
name: "outetts-development"
capabilities:
default: "cpu-outetts-development"
nvidia-cuda-12: "cuda12-outetts-development"
- !!merge <<: *outetts
name: "cpu-outetts"
uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-outetts"
mirrors:
- localai/localai-backends:latest-cpu-outetts
- !!merge <<: *outetts
name: "cpu-outetts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-cpu-outetts"
mirrors:
- localai/localai-backends:master-cpu-outetts
- !!merge <<: *outetts
name: "cuda12-outetts"
uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-outetts"
mirrors:
- localai/localai-backends:latest-gpu-nvidia-cuda-12-outetts
- !!merge <<: *outetts
name: "cuda12-outetts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-outetts"
mirrors:
- localai/localai-backends:master-gpu-nvidia-cuda-12-outetts
## chatterbox
- !!merge <<: *chatterbox
name: "chatterbox-development"
@@ -2063,7 +1603,6 @@
intel: "intel-vibevoice-development"
amd: "rocm-vibevoice-development"
nvidia-l4t: "nvidia-l4t-vibevoice-development"
metal: "metal-vibevoice-development"
default: "cpu-vibevoice-development"
nvidia-cuda-13: "cuda13-vibevoice-development"
nvidia-cuda-12: "cuda12-vibevoice-development"
@@ -2139,16 +1678,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice
- !!merge <<: *vibevoice
name: "metal-vibevoice"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-vibevoice"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-vibevoice
- !!merge <<: *vibevoice
name: "metal-vibevoice-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-vibevoice"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-vibevoice
## qwen-tts
- !!merge <<: *qwen-tts
name: "qwen-tts-development"
@@ -2157,7 +1686,6 @@
intel: "intel-qwen-tts-development"
amd: "rocm-qwen-tts-development"
nvidia-l4t: "nvidia-l4t-qwen-tts-development"
metal: "metal-qwen-tts-development"
default: "cpu-qwen-tts-development"
nvidia-cuda-13: "cuda13-qwen-tts-development"
nvidia-cuda-12: "cuda12-qwen-tts-development"
@@ -2233,16 +1761,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts
- !!merge <<: *qwen-tts
name: "metal-qwen-tts"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-qwen-tts"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-qwen-tts
- !!merge <<: *qwen-tts
name: "metal-qwen-tts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-qwen-tts"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-qwen-tts
## qwen-asr
- !!merge <<: *qwen-asr
name: "qwen-asr-development"
@@ -2251,7 +1769,6 @@
intel: "intel-qwen-asr-development"
amd: "rocm-qwen-asr-development"
nvidia-l4t: "nvidia-l4t-qwen-asr-development"
metal: "metal-qwen-asr-development"
default: "cpu-qwen-asr-development"
nvidia-cuda-13: "cuda13-qwen-asr-development"
nvidia-cuda-12: "cuda12-qwen-asr-development"
@@ -2327,16 +1844,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-asr"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-asr
- !!merge <<: *qwen-asr
name: "metal-qwen-asr"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-qwen-asr"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-qwen-asr
- !!merge <<: *qwen-asr
name: "metal-qwen-asr-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-qwen-asr"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-qwen-asr
## voxcpm
- !!merge <<: *voxcpm
name: "voxcpm-development"
@@ -2344,7 +1851,6 @@
nvidia: "cuda12-voxcpm-development"
intel: "intel-voxcpm-development"
amd: "rocm-voxcpm-development"
metal: "metal-voxcpm-development"
default: "cpu-voxcpm-development"
nvidia-cuda-13: "cuda13-voxcpm-development"
nvidia-cuda-12: "cuda12-voxcpm-development"
@@ -2398,16 +1904,6 @@
uri: "quay.io/go-skynet/local-ai-backends:master-gpu-rocm-hipblas-voxcpm"
mirrors:
- localai/localai-backends:master-gpu-rocm-hipblas-voxcpm
- !!merge <<: *voxcpm
name: "metal-voxcpm"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-voxcpm"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-voxcpm
- !!merge <<: *voxcpm
name: "metal-voxcpm-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-voxcpm"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-voxcpm
## pocket-tts
- !!merge <<: *pocket-tts
name: "pocket-tts-development"
@@ -2416,7 +1912,6 @@
intel: "intel-pocket-tts-development"
amd: "rocm-pocket-tts-development"
nvidia-l4t: "nvidia-l4t-pocket-tts-development"
metal: "metal-pocket-tts-development"
default: "cpu-pocket-tts-development"
nvidia-cuda-13: "cuda13-pocket-tts-development"
nvidia-cuda-12: "cuda12-pocket-tts-development"
@@ -2492,13 +1987,3 @@
uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-pocket-tts"
mirrors:
- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-pocket-tts
- !!merge <<: *pocket-tts
name: "metal-pocket-tts"
uri: "quay.io/go-skynet/local-ai-backends:latest-metal-darwin-arm64-pocket-tts"
mirrors:
- localai/localai-backends:latest-metal-darwin-arm64-pocket-tts
- !!merge <<: *pocket-tts
name: "metal-pocket-tts-development"
uri: "quay.io/go-skynet/local-ai-backends:master-metal-darwin-arm64-pocket-tts"
mirrors:
- localai/localai-backends:master-metal-darwin-arm64-pocket-tts

View File

@@ -1,16 +0,0 @@
.DEFAULT_GOAL := install
.PHONY: install
install:
bash install.sh
.PHONY: protogen-clean
protogen-clean:
$(RM) backend_pb2_grpc.py backend_pb2.py
.PHONY: clean
clean: protogen-clean
rm -rf venv __pycache__
test: install
bash test.sh

View File

@@ -1,472 +0,0 @@
#!/usr/bin/env python3
"""
LocalAI ACE-Step Backend
gRPC backend for ACE-Step 1.5 music generation. Aligns with upstream acestep API:
- LoadModel: initializes AceStepHandler (DiT) and LLMHandler, parses Options.
- SoundGeneration: uses create_sample (simple mode), format_sample (optional), then
generate_music from acestep.inference. Writes first output to request.dst.
- Fail hard: no fallback WAV on error; exceptions propagate to gRPC.
"""
from concurrent import futures
import argparse
import shutil
import signal
import sys
import os
import tempfile
import backend_pb2
import backend_pb2_grpc
import grpc
from acestep.inference import (
GenerationParams,
GenerationConfig,
generate_music,
create_sample,
format_sample,
)
from acestep.handler import AceStepHandler
from acestep.llm_inference import LLMHandler
from acestep.model_downloader import ensure_lm_model
_ONE_DAY_IN_SECONDS = 60 * 60 * 24
MAX_WORKERS = int(os.environ.get("PYTHON_GRPC_MAX_WORKERS", "1"))
# Model name -> HuggingFace/ModelScope repo (from upstream api_server.py)
MODEL_REPO_MAPPING = {
"acestep-v15-turbo": "ACE-Step/Ace-Step1.5",
"acestep-5Hz-lm-0.6B": "ACE-Step/Ace-Step1.5",
"acestep-5Hz-lm-1.7B": "ACE-Step/Ace-Step1.5",
"vae": "ACE-Step/Ace-Step1.5",
"Qwen3-Embedding-0.6B": "ACE-Step/Ace-Step1.5",
"acestep-v15-base": "ACE-Step/acestep-v15-base",
"acestep-v15-sft": "ACE-Step/acestep-v15-sft",
"acestep-v15-turbo-shift3": "ACE-Step/acestep-v15-turbo-shift3",
"acestep-5Hz-lm-4B": "ACE-Step/acestep-5Hz-lm-4B",
}
DEFAULT_REPO_ID = "ACE-Step/Ace-Step1.5"
def _is_float(s):
try:
float(s)
return True
except (ValueError, TypeError):
return False
def _is_int(s):
try:
int(s)
return True
except (ValueError, TypeError):
return False
def _parse_timesteps(s):
if s is None or (isinstance(s, str) and not s.strip()):
return None
if isinstance(s, (list, tuple)):
return [float(x) for x in s]
try:
return [float(x.strip()) for x in str(s).split(",") if x.strip()]
except (ValueError, TypeError):
return None
def _parse_options(opts_list):
"""Parse repeated 'key:value' options into a dict. Coerce numeric and bool."""
out = {}
for opt in opts_list or []:
if ":" not in opt:
continue
key, value = opt.split(":", 1)
key = key.strip()
value = value.strip()
if _is_int(value):
out[key] = int(value)
elif _is_float(value):
out[key] = float(value)
elif value.lower() in ("true", "false"):
out[key] = value.lower() == "true"
else:
out[key] = value
return out
def _generate_audio_sync(servicer, payload, dst_path):
"""
Run full ACE-Step pipeline using acestep.inference:
- If sample_mode/sample_query: create_sample() for caption/lyrics/metadata.
- If use_format and caption/lyrics: format_sample().
- Build GenerationParams and GenerationConfig, then generate_music().
Writes the first generated audio to dst_path. Raises on failure.
"""
opts = servicer.options
dit_handler = servicer.dit_handler
llm_handler = servicer.llm_handler
for key, value in opts.items():
if key not in payload:
payload[key] = value
def _opt(name, default):
return opts.get(name, default)
lm_temperature = _opt("temperature", 0.85)
lm_cfg_scale = _opt("lm_cfg_scale", _opt("cfg_scale", 2.0))
lm_top_k = opts.get("top_k")
lm_top_p = _opt("top_p", 0.9)
if lm_top_p is not None and lm_top_p >= 1.0:
lm_top_p = None
inference_steps = _opt("inference_steps", 8)
guidance_scale = _opt("guidance_scale", 7.0)
batch_size = max(1, int(_opt("batch_size", 1)))
use_simple = bool(payload.get("sample_query") or payload.get("text"))
sample_mode = use_simple and (payload.get("thinking") or payload.get("sample_mode"))
sample_query = (payload.get("sample_query") or payload.get("text") or "").strip()
use_format = bool(payload.get("use_format"))
caption = (payload.get("prompt") or payload.get("caption") or "").strip()
lyrics = (payload.get("lyrics") or "").strip()
vocal_language = (payload.get("vocal_language") or "en").strip()
instrumental = bool(payload.get("instrumental"))
bpm = payload.get("bpm")
key_scale = (payload.get("key_scale") or "").strip()
time_signature = (payload.get("time_signature") or "").strip()
audio_duration = payload.get("audio_duration")
if audio_duration is not None:
try:
audio_duration = float(audio_duration)
except (TypeError, ValueError):
audio_duration = None
if sample_mode and llm_handler and getattr(llm_handler, "llm_initialized", False):
parsed_language = None
if sample_query:
for hint in ("english", "en", "chinese", "zh", "japanese", "ja"):
if hint in sample_query.lower():
parsed_language = "en" if hint == "english" or hint == "en" else hint
break
vocal_lang = vocal_language if vocal_language and vocal_language != "unknown" else parsed_language
sample_result = create_sample(
llm_handler=llm_handler,
query=sample_query or "NO USER INPUT",
instrumental=instrumental,
vocal_language=vocal_lang,
temperature=lm_temperature,
top_k=lm_top_k,
top_p=lm_top_p,
use_constrained_decoding=True,
)
if not sample_result.success:
raise RuntimeError(f"create_sample failed: {sample_result.error or sample_result.status_message}")
caption = sample_result.caption or caption
lyrics = sample_result.lyrics or lyrics
bpm = sample_result.bpm
key_scale = sample_result.keyscale or key_scale
time_signature = sample_result.timesignature or time_signature
if sample_result.duration is not None:
audio_duration = sample_result.duration
if getattr(sample_result, "language", None):
vocal_language = sample_result.language
if use_format and (caption or lyrics) and llm_handler and getattr(llm_handler, "llm_initialized", False):
user_metadata = {}
if bpm is not None:
user_metadata["bpm"] = bpm
if audio_duration is not None and float(audio_duration) > 0:
user_metadata["duration"] = int(audio_duration)
if key_scale:
user_metadata["keyscale"] = key_scale
if time_signature:
user_metadata["timesignature"] = time_signature
if vocal_language and vocal_language != "unknown":
user_metadata["language"] = vocal_language
format_result = format_sample(
llm_handler=llm_handler,
caption=caption,
lyrics=lyrics,
user_metadata=user_metadata if user_metadata else None,
temperature=lm_temperature,
top_k=lm_top_k,
top_p=lm_top_p,
use_constrained_decoding=True,
)
if format_result.success:
caption = format_result.caption or caption
lyrics = format_result.lyrics or lyrics
if format_result.duration is not None:
audio_duration = format_result.duration
if format_result.bpm is not None:
bpm = format_result.bpm
if format_result.keyscale:
key_scale = format_result.keyscale
if format_result.timesignature:
time_signature = format_result.timesignature
if getattr(format_result, "language", None):
vocal_language = format_result.language
thinking = bool(payload.get("thinking"))
use_cot_metas = not sample_mode
params = GenerationParams(
task_type=payload.get("task_type", "text2music"),
instruction=payload.get("instruction", "Fill the audio semantic mask based on the given conditions:"),
reference_audio=payload.get("reference_audio_path"),
src_audio=payload.get("src_audio_path"),
audio_codes=payload.get("audio_code_string", ""),
caption=caption,
lyrics=lyrics,
instrumental=instrumental or (not lyrics or str(lyrics).strip().lower() in ("[inst]", "[instrumental]")),
vocal_language=vocal_language or "unknown",
bpm=bpm,
keyscale=key_scale,
timesignature=time_signature,
duration=float(audio_duration) if audio_duration and float(audio_duration) > 0 else -1.0,
inference_steps=inference_steps,
seed=int(payload.get("seed", -1)),
guidance_scale=guidance_scale,
use_adg=bool(payload.get("use_adg")),
cfg_interval_start=float(payload.get("cfg_interval_start", 0.0)),
cfg_interval_end=float(payload.get("cfg_interval_end", 1.0)),
shift=float(payload.get("shift", 1.0)),
infer_method=(payload.get("infer_method") or "ode").strip(),
timesteps=_parse_timesteps(payload.get("timesteps")),
repainting_start=float(payload.get("repainting_start", 0.0)),
repainting_end=float(payload.get("repainting_end", -1)) if payload.get("repainting_end") is not None else -1,
audio_cover_strength=float(payload.get("audio_cover_strength", 1.0)),
thinking=thinking,
lm_temperature=lm_temperature,
lm_cfg_scale=lm_cfg_scale,
lm_top_k=lm_top_k or 0,
lm_top_p=lm_top_p if lm_top_p is not None and lm_top_p < 1.0 else 0.9,
lm_negative_prompt=payload.get("lm_negative_prompt", "NO USER INPUT"),
use_cot_metas=use_cot_metas,
use_cot_caption=bool(payload.get("use_cot_caption", True)),
use_cot_language=bool(payload.get("use_cot_language", True)),
use_constrained_decoding=True,
)
config = GenerationConfig(
batch_size=batch_size,
allow_lm_batch=bool(payload.get("allow_lm_batch", False)),
use_random_seed=bool(payload.get("use_random_seed", True)),
seeds=payload.get("seeds"),
lm_batch_chunk_size=max(1, int(payload.get("lm_batch_chunk_size", 8))),
constrained_decoding_debug=bool(payload.get("constrained_decoding_debug")),
audio_format=(payload.get("audio_format") or "flac").strip() or "flac",
)
save_dir = tempfile.mkdtemp(prefix="ace_step_")
try:
result = generate_music(
dit_handler=dit_handler,
llm_handler=llm_handler if (llm_handler and getattr(llm_handler, "llm_initialized", False)) else None,
params=params,
config=config,
save_dir=save_dir,
progress=None,
)
if not result.success:
raise RuntimeError(result.error or result.status_message or "generate_music failed")
audios = result.audios or []
if not audios:
raise RuntimeError("generate_music returned no audio")
first_path = audios[0].get("path") or ""
if not first_path or not os.path.isfile(first_path):
raise RuntimeError("first generated audio path missing or not a file")
shutil.copy2(first_path, dst_path)
finally:
try:
shutil.rmtree(save_dir, ignore_errors=True)
except Exception:
pass
class BackendServicer(backend_pb2_grpc.BackendServicer):
def __init__(self):
self.model_path = None
self.model_dir = None
self.checkpoint_dir = None
self.project_root = None
self.options = {}
self.dit_handler = None
self.llm_handler = None
def Health(self, request, context):
return backend_pb2.Reply(message=b"OK")
def LoadModel(self, request, context):
try:
self.options = _parse_options(list(getattr(request, "Options", []) or []))
model_path = getattr(request, "ModelPath", None) or ""
model_name = (request.Model or "").strip()
model_file = (getattr(request, "ModelFile", None) or "").strip()
# Model dir: where we store checkpoints (always under LocalAI models path, never backend dir)
if model_path and model_name:
model_dir = os.path.join(model_path, model_name)
elif model_file:
model_dir = model_file
else:
model_dir = os.path.abspath(model_name or ".")
self.model_dir = model_dir
self.checkpoint_dir = os.path.join(model_dir, "checkpoints")
self.project_root = model_dir
self.model_path = os.path.join(self.checkpoint_dir, model_name or os.path.basename(model_dir.rstrip("/\\")))
config_path = model_name or os.path.basename(model_dir.rstrip("/\\"))
os.makedirs(self.checkpoint_dir, exist_ok=True)
self.dit_handler = AceStepHandler()
# Patch handler so it uses our model dir instead of site-packages/checkpoints
self.dit_handler._get_project_root = lambda: self.project_root
device = self.options.get("device", "auto")
use_flash = self.options.get("use_flash_attention", True)
if isinstance(use_flash, str):
use_flash = str(use_flash).lower() in ("1", "true", "yes")
offload = self.options.get("offload_to_cpu", False)
if isinstance(offload, str):
offload = str(offload).lower() in ("1", "true", "yes")
status_msg, ok = self.dit_handler.initialize_service(
project_root=self.project_root,
config_path=config_path,
device=device,
use_flash_attention=use_flash,
compile_model=False,
offload_to_cpu=offload,
offload_dit_to_cpu=bool(self.options.get("offload_dit_to_cpu", False)),
)
if not ok:
return backend_pb2.Result(success=False, message=f"DiT init failed: {status_msg}")
self.llm_handler = None
if self.options.get("init_lm", True):
lm_model = self.options.get("lm_model_path", "acestep-5Hz-lm-0.6B")
# Ensure LM model is downloaded before initializing
try:
from pathlib import Path
lm_success, lm_msg = ensure_lm_model(
model_name=lm_model,
checkpoints_dir=Path(self.checkpoint_dir),
prefer_source=None, # Auto-detect HuggingFace vs ModelScope
)
if not lm_success:
print(f"[ace-step] Warning: LM model download failed: {lm_msg}", file=sys.stderr)
# Continue anyway - LLM initialization will fail gracefully
else:
print(f"[ace-step] LM model ready: {lm_msg}", file=sys.stderr)
except Exception as e:
print(f"[ace-step] Warning: LM model download check failed: {e}", file=sys.stderr)
# Continue anyway - LLM initialization will fail gracefully
self.llm_handler = LLMHandler()
lm_backend = (self.options.get("lm_backend") or "vllm").strip().lower()
if lm_backend not in ("vllm", "pt"):
lm_backend = "vllm"
lm_status, lm_ok = self.llm_handler.initialize(
checkpoint_dir=self.checkpoint_dir,
lm_model_path=lm_model,
backend=lm_backend,
device=device,
offload_to_cpu=offload,
dtype=getattr(self.dit_handler, "dtype", None),
)
if not lm_ok:
self.llm_handler = None
print(f"[ace-step] LM init failed (optional): {lm_status}", file=sys.stderr)
print(f"[ace-step] LoadModel: model={self.model_path}, options={list(self.options.keys())}", file=sys.stderr)
return backend_pb2.Result(success=True, message="Model loaded successfully")
except Exception as err:
return backend_pb2.Result(success=False, message=f"LoadModel error: {err}")
def SoundGeneration(self, request, context):
if not request.dst:
return backend_pb2.Result(success=False, message="request.dst is required")
use_simple = bool(request.text)
if use_simple:
payload = {
"sample_query": request.text or "",
"sample_mode": True,
"thinking": True,
"vocal_language": request.language or request.GetLanguage() or "en",
"instrumental": request.instrumental if request.HasField("instrumental") else False,
}
else:
caption = request.caption or request.GetCaption() or request.text
payload = {
"prompt": caption,
"lyrics": request.lyrics or request.lyrics or "",
"thinking": request.think if request.HasField("think") else False,
"vocal_language": request.language or request.GetLanguage() or "en",
}
if request.HasField("bpm"):
payload["bpm"] = request.bpm
if request.HasField("keyscale") and request.keyscale:
payload["key_scale"] = request.keyscale
if request.HasField("timesignature") and request.timesignature:
payload["time_signature"] = request.timesignature
if request.HasField("duration") and request.duration:
payload["audio_duration"] = int(request.duration) if request.duration else None
if request.src:
payload["src_audio_path"] = request.src
_generate_audio_sync(self, payload, request.dst)
return backend_pb2.Result(success=True, message="Sound generated successfully")
def TTS(self, request, context):
if not request.dst:
return backend_pb2.Result(success=False, message="request.dst is required")
payload = {
"sample_query": request.text,
"sample_mode": True,
"thinking": False,
"vocal_language": (request.language if request.language else "") or "en",
"instrumental": False,
}
_generate_audio_sync(self, payload, request.dst)
return backend_pb2.Result(success=True, message="TTS (music fallback) generated successfully")
def serve(address):
server = grpc.server(
futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
options=[
("grpc.max_message_length", 50 * 1024 * 1024),
("grpc.max_send_message_length", 50 * 1024 * 1024),
("grpc.max_receive_message_length", 50 * 1024 * 1024),
],
)
backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
server.add_insecure_port(address)
server.start()
print(f"[ace-step] Server listening on {address}", file=sys.stderr)
def shutdown(sig, frame):
server.stop(0)
sys.exit(0)
signal.signal(signal.SIGINT, shutdown)
signal.signal(signal.SIGTERM, shutdown)
try:
while True:
import time
time.sleep(_ONE_DAY_IN_SECONDS)
except KeyboardInterrupt:
server.stop(0)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--addr", default="localhost:50051", help="Listen address")
args = parser.parse_args()
serve(args.addr)

View File

@@ -1,26 +0,0 @@
#!/bin/bash
set -e
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
PYTHON_VERSION="3.11"
PYTHON_PATCH="14"
PY_STANDALONE_TAG="20260203"
installRequirements
if [ ! -d ACE-Step-1.5 ]; then
git clone https://github.com/ace-step/ACE-Step-1.5
cd ACE-Step-1.5/
if [ "x${USE_PIP}" == "xtrue" ]; then
pip install ${EXTRA_PIP_INSTALL_FLAGS:-} --no-deps .
else
uv pip install ${EXTRA_PIP_INSTALL_FLAGS:-} --no-deps .
fi
fi

View File

@@ -1,22 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/cpu
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope

View File

@@ -1,22 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/cu128
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio>=6.5.1
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope

View File

@@ -1,22 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/cu130
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio>=6.5.1
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope

View File

@@ -1,22 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/rocm6.4
torch==2.8.0+rocm6.4
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio>=6.5.1
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope

View File

@@ -1,26 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/xpu
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope
# LoRA Training dependencies (optional)
peft>=0.7.0
lightning>=2.0.0

View File

@@ -1,21 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/cu130
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio>=6.5.1
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope

View File

@@ -1,25 +0,0 @@
torch
torchaudio
torchvision
# Core dependencies
transformers>=4.51.0,<4.58.0
diffusers
gradio
matplotlib>=3.7.5
scipy>=1.10.1
soundfile>=0.13.1
loguru>=0.7.3
einops>=0.8.1
accelerate>=1.12.0
fastapi>=0.110.0
uvicorn[standard]>=0.27.0
numba>=0.63.1
vector-quantize-pytorch>=1.27.15
torchcodec>=0.9.1
torchao
modelscope
# LoRA Training dependencies (optional)
peft>=0.7.0
lightning>=2.0.0

View File

@@ -1,4 +0,0 @@
setuptools
grpcio==1.76.0
protobuf
certifi

View File

@@ -1,9 +0,0 @@
#!/bin/bash
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
startBackend $@

View File

@@ -1,53 +0,0 @@
"""
Tests for the ACE-Step gRPC backend.
"""
import os
import tempfile
import unittest
import backend_pb2
import backend_pb2_grpc
import grpc
class TestACEStepBackend(unittest.TestCase):
"""Test Health, LoadModel, and SoundGeneration (minimal; no real model required)."""
@classmethod
def setUpClass(cls):
port = os.environ.get("BACKEND_PORT", "50051")
cls.channel = grpc.insecure_channel(f"localhost:{port}")
cls.stub = backend_pb2_grpc.BackendStub(cls.channel)
@classmethod
def tearDownClass(cls):
cls.channel.close()
def test_health(self):
response = self.stub.Health(backend_pb2.HealthMessage())
self.assertEqual(response.message, b"OK")
def test_load_model(self):
response = self.stub.LoadModel(backend_pb2.ModelOptions(Model="ace-step-test"))
self.assertTrue(response.success, response.message)
def test_sound_generation_minimal(self):
with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as f:
dst = f.name
try:
req = backend_pb2.SoundGenerationRequest(
text="upbeat pop song",
model="ace-step-test",
dst=dst,
)
response = self.stub.SoundGeneration(req)
self.assertTrue(response.success, response.message)
self.assertTrue(os.path.exists(dst), f"Output file not created: {dst}")
self.assertGreater(os.path.getsize(dst), 0)
finally:
if os.path.exists(dst):
os.unlink(dst)
if __name__ == "__main__":
unittest.main()

View File

@@ -1,19 +0,0 @@
#!/bin/bash
set -e
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
# Start backend in background (use env to avoid port conflict in parallel tests)
export PYTHONUNBUFFERED=1
BACKEND_PORT=${BACKEND_PORT:-50051}
python backend.py --addr "localhost:${BACKEND_PORT}" &
BACKEND_PID=$!
trap "kill $BACKEND_PID 2>/dev/null || true" EXIT
sleep 3
export BACKEND_PORT
runUnittests

View File

@@ -1,7 +0,0 @@
torch
torchaudio
accelerate
numpy>=1.24.0,<1.26.0
transformers
# https://github.com/mudler/LocalAI/pull/6240#issuecomment-3329518289
chatterbox-tts@git+https://git@github.com/mudler/chatterbox.git@faster

View File

@@ -1,4 +0,0 @@
torch==2.7.1
transformers==4.48.3
accelerate
coqui-tts

View File

@@ -1,8 +0,0 @@
torch==2.7.1
faster-whisper
opencv-python
accelerate
compel
peft
sentencepiece
optimum-quanto

View File

@@ -1,5 +0,0 @@
grpcio==1.71.0
protobuf
certifi
packaging==24.1
https://github.com/KittenML/KittenTTS/releases/download/0.1/kittentts-0.1.0-py3-none-any.whl

View File

@@ -1,5 +0,0 @@
torch==2.7.1
transformers
accelerate
kokoro
soundfile

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-audio
mlx[cpu]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-audio
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-audio
mlx[cuda13]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-audio
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-audio
mlx[cuda13]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-vlm
mlx[cpu]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-vlm
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-vlm
mlx[cuda13]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-vlm
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
git+https://github.com/Blaizzy/mlx-vlm
mlx[cuda13]

View File

@@ -1,2 +0,0 @@
mlx-lm
mlx[cpu]

View File

@@ -1,2 +0,0 @@
mlx-lm
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
mlx-lm
mlx[cuda13]

View File

@@ -1,2 +0,0 @@
mlx-lm
mlx[cuda12]

View File

@@ -1,2 +0,0 @@
mlx-lm
mlx[cuda13]

View File

@@ -1,4 +0,0 @@
grpcio==1.71.0
protobuf
grpcio-tools
useful-moonshine-onnx@git+https://git@github.com/moonshine-ai/moonshine.git#subdirectory=moonshine-onnx

View File

@@ -1,23 +0,0 @@
.PHONY: outetts
outetts:
bash install.sh
.PHONY: run
run: outetts
@echo "Running outetts..."
bash run.sh
@echo "outetts run."
.PHONY: test
test: outetts
@echo "Testing outetts..."
bash test.sh
@echo "outetts tested."
.PHONY: protogen-clean
protogen-clean:
$(RM) backend_pb2_grpc.py backend_pb2.py
.PHONY: clean
clean: protogen-clean
rm -rf venv __pycache__

View File

@@ -1,138 +0,0 @@
#!/usr/bin/env python3
"""
gRPC server for OuteTTS (OuteAI TTS) models.
"""
from concurrent import futures
import argparse
import signal
import sys
import os
import asyncio
import backend_pb2
import backend_pb2_grpc
import grpc
import outetts
_ONE_DAY_IN_SECONDS = 60 * 60 * 24
MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
class BackendServicer(backend_pb2_grpc.BackendServicer):
def Health(self, request, context):
return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
def LoadModel(self, request, context):
model_name = request.Model
if os.path.exists(request.ModelFile):
model_name = request.ModelFile
self.options = {}
for opt in request.Options:
if ":" not in opt:
continue
key, value = opt.split(":", 1)
try:
if "." in value:
value = float(value)
else:
value = int(value)
except ValueError:
pass
self.options[key] = value
MODELNAME = "OuteAI/OuteTTS-0.3-1B"
TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
VERSION = "0.3"
SPEAKER = "en_male_1"
for opt in request.Options:
if opt.startswith("tokenizer:"):
TOKENIZER = opt.split(":")[1]
break
if opt.startswith("version:"):
VERSION = opt.split(":")[1]
break
if opt.startswith("speaker:"):
SPEAKER = opt.split(":")[1]
break
if model_name != "":
MODELNAME = model_name
try:
model_config = outetts.HFModelConfig_v2(
model_path=MODELNAME,
tokenizer_path=TOKENIZER
)
self.interface = outetts.InterfaceHF(model_version=VERSION, cfg=model_config)
self.interface.print_default_speakers()
if request.AudioPath:
if os.path.isabs(request.AudioPath):
self.AudioPath = request.AudioPath
else:
self.AudioPath = os.path.join(request.ModelPath, request.AudioPath)
self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
else:
self.speaker = self.interface.load_default_speaker(name=SPEAKER)
if request.ContextSize > 0:
self.max_tokens = request.ContextSize
else:
self.max_tokens = self.options.get("max_new_tokens", 512)
except Exception as err:
print("Error:", err, file=sys.stderr)
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
return backend_pb2.Result(message="Model loaded successfully", success=True)
def TTS(self, request, context):
try:
text = request.text if request.text else "Speech synthesis is the artificial production of human speech."
print("[OuteTTS] generating TTS", file=sys.stderr)
gen_cfg = outetts.GenerationConfig(
text=text,
temperature=self.options.get("temperature", 0.1),
repetition_penalty=self.options.get("repetition_penalty", 1.1),
max_length=self.max_tokens,
speaker=self.speaker,
)
output = self.interface.generate(config=gen_cfg)
print("[OuteTTS] Generated TTS", file=sys.stderr)
output.save(request.dst)
print("[OuteTTS] TTS done", file=sys.stderr)
except Exception as err:
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
return backend_pb2.Result(success=True)
async def serve(address):
server = grpc.aio.server(
migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
options=[
('grpc.max_message_length', 50 * 1024 * 1024),
('grpc.max_send_message_length', 50 * 1024 * 1024),
('grpc.max_receive_message_length', 50 * 1024 * 1024),
])
backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
server.add_insecure_port(address)
loop = asyncio.get_event_loop()
for sig in (signal.SIGINT, signal.SIGTERM):
loop.add_signal_handler(
sig, lambda: asyncio.ensure_future(server.stop(5))
)
await server.start()
print("Server started. Listening on: " + address, file=sys.stderr)
await server.wait_for_termination()
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Run the OuteTTS gRPC server.")
parser.add_argument("--addr", default="localhost:50051", help="The address to bind the server to.")
args = parser.parse_args()
asyncio.run(serve(args.addr))

View File

@@ -1,11 +0,0 @@
#!/bin/bash
set -e
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
installRequirements

View File

@@ -1,7 +0,0 @@
torch==2.7.1
llvmlite==0.43.0
numba==0.60.0
accelerate
bitsandbytes
outetts
protobuf==6.33.5

View File

@@ -1,7 +0,0 @@
torch==2.7.1
accelerate
llvmlite==0.43.0
numba==0.60.0
bitsandbytes
protobuf==6.33.5
outetts

View File

@@ -1,7 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/cu130
torch==2.9.0
llvmlite==0.43.0
numba==0.60.0
bitsandbytes
outetts
protobuf==6.33.5

View File

@@ -1,8 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/rocm6.4
torch==2.8.0+rocm6.4
accelerate
llvmlite==0.43.0
numba==0.60.0
bitsandbytes
outetts
protobuf==6.33.5

View File

@@ -1,8 +0,0 @@
--extra-index-url https://download.pytorch.org/whl/xpu
torch
optimum[openvino]
llvmlite==0.43.0
numba==0.60.0
bitsandbytes
outetts
protobuf==6.33.5

View File

@@ -1,6 +0,0 @@
grpcio==1.76.0
protobuf==6.33.5
certifi
setuptools
scipy==1.15.1
numpy>=2.0.0

View File

@@ -1,9 +0,0 @@
#!/bin/bash
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
startBackend $@

View File

@@ -1,35 +0,0 @@
"""
Test script for the OuteTTS gRPC service.
"""
import unittest
import subprocess
import time
import backend_pb2
import backend_pb2_grpc
import grpc
class TestBackendServicer(unittest.TestCase):
def setUp(self):
self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
time.sleep(5)
def tearDown(self):
self.service.terminate()
self.service.wait()
def test_health(self):
try:
with grpc.insecure_channel("localhost:50051") as channel:
stub = backend_pb2_grpc.BackendStub(channel)
response = stub.Health(backend_pb2.HealthMessage())
self.assertEqual(response.message, b'OK')
except Exception as err:
self.fail(f"Health check failed: {err}")
finally:
self.tearDown()
if __name__ == "__main__":
unittest.main()

View File

@@ -1,11 +0,0 @@
#!/bin/bash
set -e
backend_dir=$(dirname $0)
if [ -d $backend_dir/common ]; then
source $backend_dir/common/libbackend.sh
else
source $backend_dir/../common/libbackend.sh
fi
runUnittests

View File

@@ -1,3 +1,5 @@
.DEFAULT_GOAL := install
.PHONY: qwen-asr
qwen-asr:
bash install.sh

View File

@@ -1,4 +1,4 @@
torch
torchaudio
torch==2.7.1
torchaudio==0.22.1
qwen-tts
sox

View File

@@ -4,4 +4,3 @@ certifi
packaging==24.1
soundfile
setuptools
six

View File

@@ -28,7 +28,7 @@ class TestBackendServicer(unittest.TestCase):
stderr=subprocess.PIPE,
text=True
)
time.sleep(30)
time.sleep(5)
def tearDown(self) -> None:
"""

View File

@@ -1,4 +0,0 @@
torch==2.7.1
transformers
accelerate
rerankers[transformers]

View File

@@ -1,7 +0,0 @@
torch==2.7.1
rfdetr
opencv-python
accelerate
peft
inference
optimum-quanto

View File

@@ -24,6 +24,7 @@ XPU=os.environ.get("XPU", "0") == "1"
from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria, MambaConfig, MambaForCausalLM
from transformers import AutoProcessor, MusicgenForConditionalGeneration, DiaForConditionalGeneration
from scipy.io import wavfile
import outetts
from sentence_transformers import SentenceTransformer
@@ -88,6 +89,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
self.CUDA = torch.cuda.is_available()
self.OV=False
self.OuteTTS=False
self.DiaTTS=False
self.SentenceTransformer = False
@@ -237,6 +239,45 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
self.processor = self.processor.to("cuda")
print("DiaForConditionalGeneration loaded", file=sys.stderr)
self.DiaTTS = True
elif request.Type == "OuteTTS":
autoTokenizer = False
options = request.Options
MODELNAME = "OuteAI/OuteTTS-0.3-1B"
TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
VERSION = "0.3"
SPEAKER = "en_male_1"
for opt in options:
if opt.startswith("tokenizer:"):
TOKENIZER = opt.split(":")[1]
break
if opt.startswith("version:"):
VERSION = opt.split(":")[1]
break
if opt.startswith("speaker:"):
SPEAKER = opt.split(":")[1]
break
if model_name != "":
MODELNAME = model_name
# Configure the model
model_config = outetts.HFModelConfig_v2(
model_path=MODELNAME,
tokenizer_path=TOKENIZER
)
# Initialize the interface
self.interface = outetts.InterfaceHF(model_version=VERSION, cfg=model_config)
self.OuteTTS = True
self.interface.print_default_speakers()
if request.AudioPath:
if os.path.isabs(request.AudioPath):
self.AudioPath = request.AudioPath
else:
self.AudioPath = os.path.join(request.ModelPath, request.AudioPath)
self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
else:
self.speaker = self.interface.load_default_speaker(name=SPEAKER)
elif request.Type == "SentenceTransformer":
autoTokenizer = False
self.model = SentenceTransformer(model_name, trust_remote_code=request.TrustRemoteCode)
@@ -547,8 +588,30 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
return backend_pb2.Result(success=True)
def CallOuteTTS(self, request, context):
try:
print("[OuteTTS] generating TTS", file=sys.stderr)
gen_cfg = outetts.GenerationConfig(
text="Speech synthesis is the artificial production of human speech.",
temperature=self.options.get("temperature", 0.1),
repetition_penalty=self.options.get("repetition_penalty", 1.1),
max_length=self.max_tokens,
speaker=self.speaker,
# voice_characteristics="upbeat enthusiasm, friendliness, clarity, professionalism, and trustworthiness"
)
output = self.interface.generate(config=gen_cfg)
print("[OuteTTS] Generated TTS", file=sys.stderr)
output.save(request.dst)
print("[OuteTTS] TTS done", file=sys.stderr)
except Exception as err:
return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
return backend_pb2.Result(success=True)
# The TTS endpoint is older, and provides fewer features, but exists for compatibility reasons
def TTS(self, request, context):
if self.OuteTTS:
return self.CallOuteTTS(request, context)
if self.DiaTTS:
print("DiaTTS", file=sys.stderr)
return self.CallDiaTTS(request, context)

View File

@@ -4,5 +4,6 @@ numba==0.60.0
accelerate
transformers
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5
outetts
sentence-transformers==5.2.0
protobuf==6.33.4

View File

@@ -4,5 +4,6 @@ llvmlite==0.43.0
numba==0.60.0
transformers
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5
outetts
sentence-transformers==5.2.0
protobuf==6.33.4

View File

@@ -4,5 +4,6 @@ llvmlite==0.43.0
numba==0.60.0
transformers
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5
outetts
sentence-transformers==5.2.0
protobuf==6.33.4

View File

@@ -5,5 +5,7 @@ transformers
llvmlite==0.43.0
numba==0.60.0
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5
outetts
bitsandbytes
sentence-transformers==5.2.0
protobuf==6.33.4

View File

@@ -5,5 +5,6 @@ llvmlite==0.43.0
numba==0.60.0
transformers
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5
outetts
sentence-transformers==5.2.0
protobuf==6.33.4

View File

@@ -1,8 +0,0 @@
torch==2.7.1
llvmlite==0.43.0
numba==0.60.0
accelerate
transformers
bitsandbytes
sentence-transformers==5.2.2
protobuf==6.33.5

View File

@@ -1,5 +1,5 @@
grpcio==1.76.0
protobuf==6.33.5
protobuf==6.33.4
certifi
setuptools
scipy==1.15.1

View File

@@ -21,9 +21,9 @@ if [ -n "$VOXCPM_PATH" ] && [ -f "$VOXCPM_PATH/modules/minicpm4/model.py" ]; the
echo "Applying patch to voxcpm at $VOXCPM_PATH/modules/minicpm4/model.py"
# Replace .contiguous() with .unsqueeze(0) for the three lines in the attention forward_step method
# This fixes the dimension error in scaled_dot_product_attention
# Use temp file for in-place edit so it works on both BSD sed (macOS) and GNU sed (Linux)
PATCH_FILE="$VOXCPM_PATH/modules/minicpm4/model.py"
sed 's/query_states = query_states\.contiguous()/query_states = query_states.unsqueeze(0)/g; s/key_cache = key_cache\.contiguous()/key_cache = key_cache.unsqueeze(0)/g; s/value_cache = value_cache\.contiguous()/value_cache = value_cache.unsqueeze(0)/g' "$PATCH_FILE" > "${PATCH_FILE}.tmp" && mv "${PATCH_FILE}.tmp" "$PATCH_FILE"
sed -i 's/query_states = query_states\.contiguous()/query_states = query_states.unsqueeze(0)/g' "$VOXCPM_PATH/modules/minicpm4/model.py"
sed -i 's/key_cache = key_cache\.contiguous()/key_cache = key_cache.unsqueeze(0)/g' "$VOXCPM_PATH/modules/minicpm4/model.py"
sed -i 's/value_cache = value_cache\.contiguous()/value_cache = value_cache.unsqueeze(0)/g' "$VOXCPM_PATH/modules/minicpm4/model.py"
echo "Patch applied successfully"
else
echo "Warning: Could not find voxcpm installation to apply patch (path: ${VOXCPM_PATH:-not found})"

View File

@@ -8,8 +8,6 @@ else
source $backend_dir/../common/libbackend.sh
fi
if [ "x${BUILD_PROFILE}" != "xmetal" ] && [ "x${BUILD_PROFILE}" != "xmps" ]; then
EXTRA_PIP_INSTALL_FLAGS+=" --index-strategy unsafe-best-match"
fi
EXTRA_PIP_INSTALL_FLAGS+=" --index-strategy unsafe-best-match"
installRequirements

View File

@@ -1,2 +0,0 @@
torch
whisperx @ git+https://github.com/m-bain/whisperX.git

View File

@@ -19,14 +19,6 @@ func SoundGeneration(
doSample *bool,
sourceFile *string,
sourceDivisor *int32,
think *bool,
caption string,
lyrics string,
bpm *int32,
keyscale string,
language string,
timesignature string,
instrumental *bool,
loader *model.ModelLoader,
appConfig *config.ApplicationConfig,
modelConfig config.ModelConfig,
@@ -53,11 +45,8 @@ func SoundGeneration(
fileName := utils.GenerateUniqueFileName(audioDir, "sound_generation", ".wav")
filePath := filepath.Join(audioDir, fileName)
if filePath, err = filepath.Abs(filePath); err != nil {
return "", nil, fmt.Errorf("failed resolving sound generation path: %w", err)
}
req := &proto.SoundGenerationRequest{
res, err := soundGenModel.SoundGeneration(context.Background(), &proto.SoundGenerationRequest{
Text: text,
Model: modelConfig.Model,
Dst: filePath,
@@ -66,38 +55,12 @@ func SoundGeneration(
Temperature: temperature,
Src: sourceFile,
SrcDivisor: sourceDivisor,
}
if think != nil {
req.Think = think
}
if caption != "" {
req.Caption = &caption
}
if lyrics != "" {
req.Lyrics = &lyrics
}
if bpm != nil {
req.Bpm = bpm
}
if keyscale != "" {
req.Keyscale = &keyscale
}
if language != "" {
req.Language = &language
}
if timesignature != "" {
req.Timesignature = &timesignature
}
if instrumental != nil {
req.Instrumental = instrumental
}
})
res, err := soundGenModel.SoundGeneration(context.Background(), req)
if err != nil {
return "", nil, err
}
if res != nil && !res.Success {
// return RPC error if any
if !res.Success {
return "", nil, fmt.Errorf("error during sound generation: %s", res.Message)
}
return filePath, res, nil
return filePath, res, err
}

View File

@@ -100,9 +100,7 @@ func (t *SoundGenerationCMD) Run(ctx *cliContext.Context) error {
filePath, _, err := backend.SoundGeneration(text,
parseToFloat32Ptr(t.Duration), parseToFloat32Ptr(t.Temperature), &t.DoSample,
inputFile, parseToInt32Ptr(t.InputFileSampleDivisor),
nil, "", "", nil, "", "", "", nil,
ml, opts, options)
inputFile, parseToInt32Ptr(t.InputFileSampleDivisor), ml, opts, options)
if err != nil {
return err

View File

@@ -671,8 +671,7 @@ func (c *ModelConfig) GuessUsecases(u ModelConfigUsecase) bool {
}
if (u & FLAG_SOUND_GENERATION) == FLAG_SOUND_GENERATION {
soundGenBackends := []string{"transformers-musicgen", "ace-step", "mock-backend"}
if !slices.Contains(soundGenBackends, c.Backend) {
if c.Backend != "transformers-musicgen" {
return false
}
}

View File

@@ -843,7 +843,7 @@ parameters:
Expect(err).ToNot(HaveOccurred(), fmt.Sprint(resp))
Expect(resp.StatusCode).To(Equal(200), fmt.Sprint(string(dat)))
Expect(resp.Header.Get("Content-Type")).To(Or(Equal("audio/x-wav"), Equal("audio/wav"), Equal("audio/vnd.wave")))
Expect(resp.Header.Get("Content-Type")).To(Or(Equal("audio/x-wav"), Equal("audio/vnd.wave")))
})
It("installs and is capable to generate images", Label("stablediffusion"), func() {
if runtime.GOOS != "linux" {

View File

@@ -8,7 +8,6 @@ import (
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/http/middleware"
"github.com/mudler/LocalAI/core/schema"
"github.com/mudler/LocalAI/pkg/audio"
"github.com/mudler/LocalAI/pkg/model"
"github.com/mudler/xlog"
)
@@ -33,30 +32,12 @@ func SoundGenerationEndpoint(cl *config.ModelConfigLoader, ml *model.ModelLoader
xlog.Debug("Sound Generation Request about to be sent to backend", "modelFile", "modelFile", "backend", cfg.Backend)
language := input.Language
if language == "" {
language = input.VocalLanguage
}
var bpm *int32
if input.BPM != nil {
b := int32(*input.BPM)
bpm = &b
}
filePath, _, err := backend.SoundGeneration(
input.Text, input.Duration, input.Temperature, input.DoSample,
nil, nil,
input.Think, input.Caption, input.Lyrics, bpm, input.Keyscale,
language, input.Timesignature,
input.Instrumental,
ml, appConfig, *cfg)
// TODO: Support uploading files?
filePath, _, err := backend.SoundGeneration(input.Text, input.Duration, input.Temperature, input.DoSample, nil, nil, ml, appConfig, *cfg)
if err != nil {
return err
}
filePath, contentType := audio.NormalizeAudioFile(filePath)
if contentType != "" {
c.Response().Header().Set("Content-Type", contentType)
}
return c.Attachment(filePath, filepath.Base(filePath))
}
}

View File

@@ -8,7 +8,6 @@ import (
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/http/middleware"
"github.com/mudler/LocalAI/core/schema"
"github.com/mudler/LocalAI/pkg/audio"
"github.com/mudler/LocalAI/pkg/model"
"github.com/mudler/xlog"
)
@@ -40,10 +39,6 @@ func TTSEndpoint(cl *config.ModelConfigLoader, ml *model.ModelLoader, appConfig
if err != nil {
return err
}
filePath, contentType := audio.NormalizeAudioFile(filePath)
if contentType != "" {
c.Response().Header().Set("Content-Type", contentType)
}
return c.Attachment(filePath, filepath.Base(filePath))
}
}

View File

@@ -7,11 +7,12 @@ import (
"github.com/mudler/LocalAI/core/backend"
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/http/middleware"
"github.com/mudler/LocalAI/core/schema"
"github.com/mudler/LocalAI/pkg/audio"
"github.com/mudler/LocalAI/pkg/model"
"github.com/mudler/LocalAI/pkg/utils"
"github.com/mudler/LocalAI/core/schema"
"github.com/mudler/xlog"
"github.com/mudler/LocalAI/pkg/utils"
)
// TTSEndpoint is the OpenAI Speech API endpoint https://platform.openai.com/docs/api-reference/audio/createSpeech
@@ -85,10 +86,6 @@ func TTSEndpoint(cl *config.ModelConfigLoader, ml *model.ModelLoader, appConfig
return err
}
filePath, contentType := audio.NormalizeAudioFile(filePath)
if contentType != "" {
c.Response().Header().Set("Content-Type", contentType)
}
return c.Attachment(filePath, filepath.Base(filePath))
}
}

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