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feat(qwen-tts): add Qwen-tts backend (#8163)
* feat(qwen-tts): add Qwen-tts backend Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Update intel deps Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Drop flash-attn for cuda13 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
1 parent ea51567 commit 923ebbb

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‎.github/workflows/backend.yml‎

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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "12"
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cuda-minor-version: "9"
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-gpu-nvidia-cuda-12-qwen-tts'
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runs-on: 'ubuntu-latest'
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base-image: "ubuntu:24.04"
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skip-drivers: 'false'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "12"
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cuda-minor-version: "9"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "13"
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cuda-minor-version: "0"
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-gpu-nvidia-cuda-13-qwen-tts'
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runs-on: 'ubuntu-latest'
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base-image: "ubuntu:24.04"
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skip-drivers: 'false'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'cublas'
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cuda-major-version: "13"
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cuda-minor-version: "0"
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backend: "vibevoice"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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- build-type: 'l4t'
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cuda-major-version: "13"
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cuda-minor-version: "0"
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platforms: 'linux/arm64'
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tag-latest: 'auto'
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tag-suffix: '-nvidia-l4t-cuda-13-arm64-qwen-tts'
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runs-on: 'ubuntu-24.04-arm'
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base-image: "ubuntu:24.04"
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skip-drivers: 'false'
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ubuntu-version: '2404'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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- build-type: 'l4t'
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cuda-major-version: "13"
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cuda-minor-version: "0"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'hipblas'
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cuda-major-version: ""
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cuda-minor-version: ""
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-gpu-rocm-hipblas-qwen-tts'
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runs-on: 'arc-runner-set'
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base-image: "rocm/dev-ubuntu-24.04:6.4.4"
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skip-drivers: 'false'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'hipblas'
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cuda-major-version: ""
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cuda-minor-version: ""
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2204'
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- build-type: 'l4t'
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cuda-major-version: "12"
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cuda-minor-version: "0"
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platforms: 'linux/arm64'
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tag-latest: 'auto'
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tag-suffix: '-nvidia-l4t-qwen-tts'
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runs-on: 'ubuntu-24.04-arm'
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base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
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skip-drivers: 'true'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2204'
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- build-type: 'l4t'
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cuda-major-version: "12"
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cuda-minor-version: "0"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'intel'
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cuda-major-version: ""
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cuda-minor-version: ""
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platforms: 'linux/amd64'
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tag-latest: 'auto'
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tag-suffix: '-gpu-intel-qwen-tts'
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runs-on: 'arc-runner-set'
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base-image: "intel/oneapi-basekit:2025.3.0-0-devel-ubuntu24.04"
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skip-drivers: 'false'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: 'intel'
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cuda-major-version: ""
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cuda-minor-version: ""
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: ''
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cuda-major-version: ""
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cuda-minor-version: ""
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platforms: 'linux/amd64,linux/arm64'
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tag-latest: 'auto'
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tag-suffix: '-cpu-qwen-tts'
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runs-on: 'ubuntu-latest'
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base-image: "ubuntu:24.04"
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skip-drivers: 'false'
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backend: "qwen-tts"
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dockerfile: "./backend/Dockerfile.python"
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context: "./"
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ubuntu-version: '2404'
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- build-type: ''
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cuda-major-version: ""
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cuda-minor-version: ""

‎.github/workflows/test-extra.yml‎

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- name: Test pocket-tts
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run: |
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make --jobs=5 --output-sync=target -C backend/python/pocket-tts
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make --jobs=5 --output-sync=target -C backend/python/pocket-tts test
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make --jobs=5 --output-sync=target -C backend/python/pocket-tts test
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tests-qwen-tts:
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runs-on: ubuntu-latest
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steps:
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- name: Clone
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uses: actions/checkout@v6
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with:
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submodules: true
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- name: Dependencies
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run: |
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sudo apt-get update
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sudo apt-get install build-essential ffmpeg
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sudo apt-get install -y ca-certificates cmake curl patch python3-pip
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# Install UV
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curl -LsSf https://astral.sh/uv/install.sh | sh
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pip install --user --no-cache-dir grpcio-tools==1.64.1
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- name: Test qwen-tts
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run: |
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make --jobs=5 --output-sync=target -C backend/python/qwen-tts
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make --jobs=5 --output-sync=target -C backend/python/qwen-tts test

‎Dockerfile‎

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@@ -10,7 +10,7 @@ ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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ca-certificates curl wget espeak-ng libgomp1 \
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ffmpeg libopenblas0 libopenblas-dev && \
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ffmpeg libopenblas0 libopenblas-dev sox && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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‎Makefile‎

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# Disable parallel execution for backend builds
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.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/moonshine backends/pocket-tts
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.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/moonshine backends/pocket-tts backends/qwen-tts
33

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GOCMD=go
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GOTEST=$(GOCMD) test
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$(MAKE) -C backend/python/vibevoice
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$(MAKE) -C backend/python/moonshine
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$(MAKE) -C backend/python/pocket-tts
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$(MAKE) -C backend/python/qwen-tts
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test-extra: prepare-test-extra
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$(MAKE) -C backend/python/transformers test
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$(MAKE) -C backend/python/vibevoice test
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$(MAKE) -C backend/python/moonshine test
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$(MAKE) -C backend/python/pocket-tts test
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$(MAKE) -C backend/python/qwen-tts test
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DOCKER_IMAGE?=local-ai
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DOCKER_AIO_IMAGE?=local-ai-aio
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BACKEND_VIBEVOICE = vibevoice|python|.|--progress=plain|true
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BACKEND_MOONSHINE = moonshine|python|.|false|true
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BACKEND_POCKET_TTS = pocket-tts|python|.|false|true
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BACKEND_QWEN_TTS = qwen-tts|python|.|false|true
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# Helper function to build docker image for a backend
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# Usage: $(call docker-build-backend,BACKEND_NAME,DOCKERFILE_TYPE,BUILD_CONTEXT,PROGRESS_FLAG,NEEDS_BACKEND_ARG)
@@ -505,12 +508,13 @@ $(eval $(call generate-docker-build-target,$(BACKEND_CHATTERBOX)))
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$(eval $(call generate-docker-build-target,$(BACKEND_VIBEVOICE)))
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$(eval $(call generate-docker-build-target,$(BACKEND_MOONSHINE)))
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$(eval $(call generate-docker-build-target,$(BACKEND_POCKET_TTS)))
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$(eval $(call generate-docker-build-target,$(BACKEND_QWEN_TTS)))
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# Pattern rule for docker-save targets
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docker-save-%: backend-images
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docker save local-ai-backend:$* -o backend-images/$*.tar
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docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-transformers docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-bark docker-build-chatterbox docker-build-vibevoice docker-build-exllama2 docker-build-moonshine docker-build-pocket-tts
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docker-build-backends: docker-build-llama-cpp docker-build-rerankers docker-build-vllm docker-build-transformers docker-build-diffusers docker-build-kokoro docker-build-faster-whisper docker-build-coqui docker-build-bark docker-build-chatterbox docker-build-vibevoice docker-build-exllama2 docker-build-moonshine docker-build-pocket-tts docker-build-qwen-tts
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########################################################
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### END Backends

‎README.md‎

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| **neutts** | Text-to-speech with voice cloning | CUDA 12/13, ROCm, CPU |
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| **vibevoice** | Real-time TTS with voice cloning | CUDA 12/13, ROCm, Intel, CPU |
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| **pocket-tts** | Lightweight CPU-based TTS | CUDA 12/13, ROCm, Intel, CPU |
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| **qwen-tts** | High-quality TTS with custom voice, voice design, and voice cloning | CUDA 12/13, ROCm, Intel, CPU |
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### Image & Video Generation
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| Backend | Description | Acceleration Support |
@@ -319,8 +320,8 @@ LocalAI supports a comprehensive range of AI backends with multiple acceleration
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|-------------------|-------------------|------------------|
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| **NVIDIA CUDA 12** | All CUDA-compatible backends | Nvidia hardware |
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| **NVIDIA CUDA 13** | All CUDA-compatible backends | Nvidia hardware |
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| **AMD ROCm** | llama.cpp, whisper, vllm, transformers, diffusers, rerankers, coqui, kokoro, bark, neutts, vibevoice, pocket-tts | AMD Graphics |
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| **Intel oneAPI** | llama.cpp, whisper, stablediffusion, vllm, transformers, diffusers, rfdetr, rerankers, exllama2, coqui, kokoro, bark, vibevoice, pocket-tts | Intel Arc, Intel iGPUs |
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| **AMD ROCm** | llama.cpp, whisper, vllm, transformers, diffusers, rerankers, coqui, kokoro, bark, neutts, vibevoice, pocket-tts, qwen-tts | AMD Graphics |
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| **Intel oneAPI** | llama.cpp, whisper, stablediffusion, vllm, transformers, diffusers, rfdetr, rerankers, exllama2, coqui, kokoro, bark, vibevoice, pocket-tts, qwen-tts | Intel Arc, Intel iGPUs |
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| **Apple Metal** | llama.cpp, whisper, diffusers, MLX, MLX-VLM, bark-cpp | Apple M1/M2/M3+ |
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| **Vulkan** | llama.cpp, whisper, stablediffusion | Cross-platform GPUs |
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| **NVIDIA Jetson (CUDA 12)** | llama.cpp, whisper, stablediffusion, diffusers, rfdetr | ARM64 embedded AI (AGX Orin, etc.) |

‎backend/index.yaml‎

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nvidia-l4t-cuda-12: "nvidia-l4t-vibevoice"
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nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-vibevoice"
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icon: https://avatars.githubusercontent.com/u/6154722?s=200&v=4
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- &qwen-tts
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urls:
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- https://github.com/QwenLM/Qwen3-TTS
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description: |
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Qwen3-TTS is a high-quality text-to-speech model supporting custom voice, voice design, and voice cloning.
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tags:
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- text-to-speech
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- TTS
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license: apache-2.0
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name: "qwen-tts"
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alias: "qwen-tts"
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capabilities:
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nvidia: "cuda12-qwen-tts"
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intel: "intel-qwen-tts"
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amd: "rocm-qwen-tts"
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nvidia-l4t: "nvidia-l4t-qwen-tts"
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default: "cpu-qwen-tts"
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nvidia-cuda-13: "cuda13-qwen-tts"
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nvidia-cuda-12: "cuda12-qwen-tts"
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nvidia-l4t-cuda-12: "nvidia-l4t-qwen-tts"
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nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-qwen-tts"
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icon: https://avatars.githubusercontent.com/u/6154722?s=200&v=4
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- &pocket-tts
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urls:
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- https://github.com/kyutai-labs/pocket-tts
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uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice"
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mirrors:
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- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-vibevoice
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## qwen-tts
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- !!merge <<: *qwen-tts
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name: "qwen-tts-development"
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capabilities:
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nvidia: "cuda12-qwen-tts-development"
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intel: "intel-qwen-tts-development"
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amd: "rocm-qwen-tts-development"
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nvidia-l4t: "nvidia-l4t-qwen-tts-development"
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default: "cpu-qwen-tts-development"
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nvidia-cuda-13: "cuda13-qwen-tts-development"
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nvidia-cuda-12: "cuda12-qwen-tts-development"
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nvidia-l4t-cuda-12: "nvidia-l4t-qwen-tts-development"
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nvidia-l4t-cuda-13: "cuda13-nvidia-l4t-arm64-qwen-tts-development"
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- !!merge <<: *qwen-tts
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name: "cpu-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-cpu-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-cpu-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cpu-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-cpu-qwen-tts"
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mirrors:
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- localai/localai-backends:master-cpu-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda12-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-12-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-gpu-nvidia-cuda-12-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda12-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-12-qwen-tts"
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mirrors:
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- localai/localai-backends:master-gpu-nvidia-cuda-12-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda13-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-nvidia-cuda-13-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-gpu-nvidia-cuda-13-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda13-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-gpu-nvidia-cuda-13-qwen-tts"
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mirrors:
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- localai/localai-backends:master-gpu-nvidia-cuda-13-qwen-tts
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- !!merge <<: *qwen-tts
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name: "intel-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-intel-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-gpu-intel-qwen-tts
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- !!merge <<: *qwen-tts
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name: "intel-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-gpu-intel-qwen-tts"
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mirrors:
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- localai/localai-backends:master-gpu-intel-qwen-tts
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- !!merge <<: *qwen-tts
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name: "rocm-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-gpu-rocm-hipblas-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-gpu-rocm-hipblas-qwen-tts
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- !!merge <<: *qwen-tts
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name: "rocm-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-gpu-rocm-hipblas-qwen-tts"
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mirrors:
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- localai/localai-backends:master-gpu-rocm-hipblas-qwen-tts
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- !!merge <<: *qwen-tts
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name: "nvidia-l4t-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-nvidia-l4t-qwen-tts
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- !!merge <<: *qwen-tts
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name: "nvidia-l4t-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-qwen-tts"
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mirrors:
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- localai/localai-backends:master-nvidia-l4t-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda13-nvidia-l4t-arm64-qwen-tts"
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uri: "quay.io/go-skynet/local-ai-backends:latest-nvidia-l4t-cuda-13-arm64-qwen-tts"
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mirrors:
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- localai/localai-backends:latest-nvidia-l4t-cuda-13-arm64-qwen-tts
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- !!merge <<: *qwen-tts
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name: "cuda13-nvidia-l4t-arm64-qwen-tts-development"
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uri: "quay.io/go-skynet/local-ai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts"
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mirrors:
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- localai/localai-backends:master-nvidia-l4t-cuda-13-arm64-qwen-tts
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## pocket-tts
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- !!merge <<: *pocket-tts
16181723
name: "pocket-tts-development"

‎backend/python/bark/requirements-intel.txt‎

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--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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intel-extension-for-pytorch==2.8.10+xpu
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torch==2.3.1+cxx11.abi
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torchaudio==2.3.1+cxx11.abi
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oneccl_bind_pt==2.3.100+xpu
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--extra-index-url https://download.pytorch.org/whl/xpu
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torch
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torchaudio
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optimum[openvino]
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setuptools
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transformers

‎backend/python/chatterbox/requirements-intel.txt‎

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--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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intel-extension-for-pytorch==2.3.110+xpu
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torch==2.3.1+cxx11.abi
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torchaudio==2.3.1+cxx11.abi
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--extra-index-url https://download.pytorch.org/whl/xpu
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torch
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torchaudio
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transformers
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numpy>=1.24.0,<1.26.0
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# https://github.com/mudler/LocalAI/pull/6240#issuecomment-3329518289

‎backend/python/common/libbackend.sh‎

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# NOTE: for BUILD_PROFILE==intel, this function does NOT automatically use the Intel python package index.
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# you may want to add the following line to a requirements-intel.txt if you use one:
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#
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# --index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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# --index-url https://download.pytorch.org/whl/xpu
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#
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# If you need to add extra flags into the pip install command you can do so by setting the variable EXTRA_PIP_INSTALL_FLAGS
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# before calling installRequirements. For example:

‎backend/python/common/template/requirements-intel.txt‎

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--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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intel-extension-for-pytorch==2.8.10+xpu
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--extra-index-url https://download.pytorch.org/whl/xpu
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torch==2.8.0
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oneccl_bind_pt==2.8.0+xpu
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optimum[openvino]

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