name: export-whisper-to-onnx on: workflow_dispatch: concurrency: group: release-whisper-${{ github.ref }} cancel-in-progress: true jobs: release-whisper-models: if: github.repository_owner == 'k2-fsa' || github.repository_owner == 'csukuangfj' name: ${{ matrix.model }} runs-on: ${{ matrix.os }} strategy: fail-fast: false matrix: os: [macos-latest] model: ["distil-medium.en", "tiny.en", "base.en", "small.en", "medium.en", "tiny", "base", "small", "medium", "large", "large-v1", "large-v2"] python-version: ["3.8"] steps: - uses: actions/checkout@v4 - name: Setup Python ${{ matrix.python-version }} uses: actions/setup-python@v2 with: python-version: ${{ matrix.python-version }} - name: Install dependencies shell: bash run: | python3 -m pip install torch==1.13.0 -f https://download.pytorch.org/whl/cpu/torch_stable.html python3 -m pip install openai-whisper==20230314 onnxruntime onnx - name: export ${{ matrix.model }} shell: bash run: | cd scripts/whisper model=${{ matrix.model }} echo "model: $model" if [[ $model == distil-medium.en ]]; then wget -q -O distil-medium-en-original-model.bin https://huggingface.co/distil-whisper/distil-medium.en/resolve/main/original-model.bin ls -lh fi python3 ./export-onnx.py --model ${{ matrix.model }} python3 -m onnxruntime.tools.convert_onnx_models_to_ort --optimization_style=Fixed ./ ls -lh if [[ $model != distil-medium.en ]]; then ls -lh ~/.cache/whisper fi - name: Publish ${{ matrix.model }} to huggingface shell: bash env: HF_TOKEN: ${{ secrets.HF_TOKEN }} run: | model=${{ matrix.model }} cd scripts/whisper git config --global user.email "csukuangfj@gmail.com" git config --global user.name "Fangjun Kuang" GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/csukuangfj/sherpa-onnx-whisper-${{ matrix.model }} huggingface cp *.onnx ./huggingface cp *.ort ./huggingface cp *tokens.txt ./huggingface cd huggingface if [[ $model == distil-medium.en ]]; then mkdir test_wavs cd test_wavs wget -q https://huggingface.co/csukuangfj/sherpa-onnx-whisper-medium.en/resolve/main/test_wavs/0.wav wget -q https://huggingface.co/csukuangfj/sherpa-onnx-whisper-medium.en/resolve/main/test_wavs/1.wav wget -q https://huggingface.co/csukuangfj/sherpa-onnx-whisper-medium.en/resolve/main/test_wavs/8k.wav wget -q https://huggingface.co/csukuangfj/sherpa-onnx-whisper-medium.en/resolve/main/test_wavs/trans.txt git add . cd .. fi git status ls -lh git lfs track "*.onnx" git lfs track "*.ort" git add . git commit -m "upload ${{ matrix.model }}" git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-whisper-${{ matrix.model }} main