FEAT: support SenseVoice audio-to-text model #4227
Workflow file for this run
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| name: Python CI | |
| on: | |
| push: | |
| branches: | |
| - '*' | |
| pull_request: | |
| types: ['opened', 'reopened', 'synchronize'] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| lint: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ "ubuntu-latest" ] | |
| python-version: [ "3.10" ] | |
| steps: | |
| - name: Check out code | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 0 | |
| submodules: recursive | |
| - name: Set up Python environment | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.10" | |
| - name: flake8 Lint | |
| uses: py-actions/flake8@v2 | |
| with: | |
| path: "xinference" | |
| args: "--config setup.cfg" | |
| - name: black | |
| uses: psf/black@stable | |
| with: | |
| src: "xinference" | |
| options: "--check" | |
| version: "23.12.0" | |
| - uses: isort/isort-action@master | |
| with: | |
| sortPaths: "xinference" | |
| configuration: "--check-only --diff --sp setup.cfg" | |
| - name: mypy | |
| run: pip install mypy && mypy --install-types --non-interactive xinference | |
| - name: codespell | |
| run: pip install codespell && codespell --ignore-words-list thirdparty xinference | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v1 | |
| with: | |
| node-version: 16 | |
| # ESLint and Prettier must be in `package.json` | |
| - name: Install Node.js dependencies | |
| run: cd xinference/web/ui && npm ci | |
| - name: ESLint Check | |
| run: cd xinference/web/ui && npx eslint . | |
| - name: Prettier Check | |
| run: cd xinference/web/ui && ./node_modules/.bin/prettier --check . | |
| build_test_job: | |
| runs-on: ${{ matrix.os }} | |
| needs: lint | |
| env: | |
| CONDA_ENV: test | |
| SELF_HOST_PYTHON: /root/miniconda3/envs/inference_test/bin/python | |
| SELF_HOST_CONDA: /root/miniconda3/condabin/conda | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ "ubuntu-latest", "macos-12", "windows-latest" ] | |
| python-version: [ "3.8", "3.9", "3.10", "3.11" ] | |
| module: [ "xinference" ] | |
| exclude: | |
| - { os: macos-12, python-version: 3.9 } | |
| - { os: macos-12, python-version: 3.10 } | |
| - { os: windows-latest, python-version: 3.9 } | |
| - { os: windows-latest, python-version: 3.10 } | |
| include: | |
| - { os: self-hosted, module: gpu, python-version: 3.9} | |
| - { os: macos-latest, module: metal, python-version: "3.10" } | |
| steps: | |
| - name: Check out code | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 0 | |
| submodules: recursive | |
| - name: Set up conda ${{ matrix.python-version }} | |
| uses: conda-incubator/setup-miniconda@v3 | |
| if: ${{ matrix.module != 'gpu' }} | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| activate-environment: ${{ env.CONDA_ENV }} | |
| - name: Install dependencies | |
| env: | |
| MODULE: ${{ matrix.module }} | |
| OS: ${{ matrix.os }} | |
| if: ${{ matrix.module != 'gpu' }} | |
| run: | | |
| if [ "$OS" == "ubuntu-latest" ]; then | |
| sudo rm -rf /usr/share/dotnet | |
| sudo rm -rf /opt/ghc | |
| sudo rm -rf "/usr/local/share/boost" | |
| sudo rm -rf "$AGENT_TOOLSDIRECTORY" | |
| fi | |
| if [ "$MODULE" == "metal" ]; then | |
| pip install mlx-lm | |
| fi | |
| pip install "llama-cpp-python==0.2.77" --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cpu | |
| pip install transformers | |
| pip install attrdict | |
| pip install "timm>=0.9.16" | |
| pip install torch | |
| pip install torchvision | |
| pip install accelerate | |
| pip install sentencepiece | |
| pip install transformers_stream_generator | |
| pip install bitsandbytes | |
| pip install "sentence-transformers>=2.3.1" | |
| pip install s3fs | |
| pip install modelscope | |
| pip install diffusers | |
| pip install protobuf | |
| pip install FlagEmbedding | |
| pip install "tenacity>=8.2.0,<8.4.0" | |
| pip install -e ".[dev]" | |
| pip install "jinja2==3.1.2" | |
| pip install tensorizer | |
| working-directory: . | |
| - name: Test with pytest | |
| env: | |
| MODULE: ${{ matrix.module }} | |
| run: | | |
| if [ "$MODULE" == "gpu" ]; then | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "openai>1" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U modelscope | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U sse_starlette | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U xoscar | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "python-jose[cryptography]" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "passlib[bcrypt]" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "aioprometheus[starlette]" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "pynvml" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "transformers" | |
| ${{ env.SELF_HOST_CONDA }} install -c conda-forge pynini=2.1.5 | |
| ${{ env.SELF_HOST_CONDA }} install -c conda-forge "ffmpeg<7" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U funasr | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U nemo_text_processing | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U omegaconf~=2.3.0 | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U WeTextProcessing | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U librosa | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U xxhash | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "ChatTTS>0.1" | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U HyperPyYAML | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U matcha-tts | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U onnxruntime-gpu==1.16.0; sys_platform == 'linux' | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U openai-whisper | |
| ${{ env.SELF_HOST_PYTHON }} -m pip install -U "torch==2.1.0" "torchaudio==2.1.0" | |
| ${{ env.SELF_HOST_PYTHON }} -m pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/image/tests/test_stable_diffusion.py | |
| ${{ env.SELF_HOST_PYTHON }} -m pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/audio/tests/test_whisper.py | |
| ${{ env.SELF_HOST_PYTHON }} -m pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/audio/tests/test_funasr.py | |
| ${{ env.SELF_HOST_PYTHON }} -m pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/audio/tests/test_chattts.py | |
| ${{ env.SELF_HOST_PYTHON }} -m pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/audio/tests/test_cosyvoice.py | |
| elif [ "$MODULE" == "metal" ]; then | |
| pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/model/llm/mlx/tests/test_mlx.py | |
| else | |
| pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference xinference/client/tests/test_client.py | |
| pytest --timeout=1500 \ | |
| -W ignore::PendingDeprecationWarning \ | |
| --cov-config=setup.cfg --cov-report=xml --cov=xinference --ignore xinference/client/tests/test_client.py --ignore xinference/model/image/tests/test_stable_diffusion.py --ignore xinference/model/audio/tests/test_whisper.py --ignore xinference/model/audio/tests/test_chattts.py --ignore xinference/model/audio/tests/test_cosyvoice.py xinference | |
| fi | |
| working-directory: . |