Build Wheels & Release #6
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| name: Build Wheels & Release | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| pypi: | |
| description: 'Upload wheels to PyPI? 1 = yes, 0 = no' | |
| default: '1' | |
| required: true | |
| type: string | |
| permissions: | |
| contents: write | |
| jobs: | |
| build_wheels: | |
| name: ${{ matrix.os }} Python ${{ matrix.pyver }} CUDA ${{ matrix.cuda }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-20.04, windows-latest] | |
| pyver: ["3.8", "3.9", "3.10", "3.11"] | |
| cuda: ["11.7.0", "11.8.0", "12.1.1"] | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CUDAVER: ${{ matrix.cuda }} | |
| PYVER: ${{ matrix.pyver }} | |
| steps: | |
| - name: Free Disk Space | |
| uses: jlumbroso/[email protected] | |
| if: runner.os == 'Linux' | |
| with: | |
| tool-cache: false | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: false | |
| swap-storage: false | |
| - uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.pyver }} | |
| - name: Setup Mamba | |
| uses: conda-incubator/[email protected] | |
| with: | |
| activate-environment: "build" | |
| python-version: ${{ matrix.pyver }} | |
| miniforge-variant: Mambaforge | |
| miniforge-version: latest | |
| use-mamba: true | |
| add-pip-as-python-dependency: true | |
| auto-activate-base: false | |
| - name: Install Dependencies | |
| run: | | |
| $cudaVersion = $env:CUDAVER | |
| $cudaVersionPytorch = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| $cudaChannels = '' | |
| $cudaNum = [int]$cudaVersion.substring($cudaVersion.LastIndexOf('.')+1) | |
| while ($cudaNum -ge 0) { $cudaChannels += '-c nvidia/label/cuda-' + $cudaVersion.Remove($cudaVersion.LastIndexOf('.')+1) + $cudaNum + ' '; $cudaNum-- } | |
| mamba install -y 'cuda' $cudaChannels.TrimEnd().Split() | |
| if (!(mamba list cuda)[-1].contains('cuda')) {sleep -s 10; mamba install -y 'cuda' $cudaChannels.TrimEnd().Split()} | |
| if (!(mamba list cuda)[-1].contains('cuda')) {throw 'CUDA Toolkit failed to install!'} | |
| if ([version]$env:CUDAVER -lt [version]'11.8.0') {$torchver = "torch==2.0.1"} else {$torchver = "torch==2.1.0"} | |
| python -m pip install $torchver --index-url https://download.pytorch.org/whl/cu$cudaVersionPytorch | |
| python -m pip install build wheel safetensors sentencepiece ninja | |
| - name: Build Wheel | |
| id: build-wheel | |
| run: | | |
| $versionString = Get-Content $(Join-Path 'exllamav2' 'version.py') -raw | |
| if ($versionString -match '__version__ = "(\d+\.(?:\d+\.?(?:dev\d+)?)*)"') | |
| { | |
| Write-Output $('::notice file=build-wheels-release.yml,line=83,title=Package Version::Detected package version is: {0}' -f $Matches[1]) | |
| Write-Output "PACKAGE_VERSION=$($Matches[1])" >> "$env:GITHUB_OUTPUT" | |
| } else { | |
| Write-Output '::error file=build-wheels-release.yml,line=86::Could not parse version from exllamav2/version.py! You must upload wheels manually!' | |
| Write-Output "PACKAGE_VERSION=None" >> "$env:GITHUB_OUTPUT" | |
| } | |
| $env:CUDA_PATH = $env:CONDA_PREFIX | |
| $env:CUDA_HOME = $env:CONDA_PREFIX | |
| if ($IsLinux) {$env:LD_LIBRARY_PATH = $env:CONDA_PREFIX + '/lib:' + $env:LD_LIBRARY_PATH} | |
| $cudaVersion = $env:CUDAVER | |
| $cudaVersionPytorch = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.','') | |
| $BUILDTAG = "+cu$cudaVersionPytorch" | |
| $env:TORCH_CUDA_ARCH_LIST = if ([version]$env:CUDAVER -lt [version]'11.8') {'6.0 6.1 7.0 7.5 8.0 8.6+PTX'} else {'6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX'} | |
| python -m build -n --wheel -C--build-option=egg_info "-C--build-option=--tag-build=$BUILDTAG" | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: 'wheels' | |
| path: ./dist/* | |
| - name: Upload files to a GitHub release | |
| if: steps.build-wheel.outputs.PACKAGE_VERSION != 'None' | |
| uses: svenstaro/[email protected] | |
| with: | |
| file: ./dist/*.whl | |
| tag: ${{ format('v{0}', steps.build-wheel.outputs.PACKAGE_VERSION) }} | |
| file_glob: true | |
| overwrite: true | |
| release_name: ${{ steps.build-wheel.outputs.PACKAGE_VERSION }} | |
| build_rocm: | |
| name: Build ROCm Wheels & Release | |
| needs: build_wheels | |
| uses: ./.github/workflows/build-wheels-release-rocm.yml | |
| with: | |
| pypi: '0' | |
| # publish-wheels-to-pypi: | |
| # name: Publish Python distribution to PyPI | |
| # if: inputs.pypi == '1' | |
| # needs: ['build_wheels','build_rocm'] | |
| # runs-on: ubuntu-latest | |
| # | |
| # environment: | |
| # name: pypi | |
| # url: https://pypi.org/p/exllamav2 | |
| # permissions: | |
| # id-token: write # IMPORTANT: mandatory for trusted publishing | |
| # | |
| # steps: | |
| # - name: Download all the wheels | |
| # uses: actions/download-artifact@v3 | |
| # with: | |
| # name: wheels | |
| # path: dist/ | |
| # - name: Publish distribution to PyPI | |
| # uses: pypa/[email protected] | |
| build_sdist: | |
| name: Build sdist | |
| needs: ['build_wheels','build_rocm'] # publish-wheels-to-pypi | |
| runs-on: ubuntu-20.04 | |
| defaults: | |
| run: | |
| shell: pwsh | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v3 | |
| with: | |
| python-version: "3.11" | |
| - name: Install Dependencies | |
| run: | | |
| python -m pip install torch==2.0.1 --index-url https://download.pytorch.org/whl/cpu | |
| python -m pip install build wheel ninja | |
| - name: Build Wheel | |
| id: build-wheel-sdist | |
| run: | | |
| $versionString = Get-Content $(Join-Path 'exllamav2' 'version.py') -raw | |
| if ($versionString -match '__version__ = "(\d+\.(?:\d+\.?(?:dev\d+)?)*)"') | |
| { | |
| Write-Output $('::notice file=build-wheels-release.yml,line=166,title=Package Version::Detected package version is: {0}' -f $Matches[1]) | |
| Write-Output "PACKAGE_VERSION=$($Matches[1])" >> "$env:GITHUB_OUTPUT" | |
| } else { | |
| Write-Output '::error file=build-wheels-release.yml,line=169::Could not parse version from exllamav2/version.py! You must upload wheels manually!' | |
| Write-Output "PACKAGE_VERSION=None" >> "$env:GITHUB_OUTPUT" | |
| } | |
| $env:EXLLAMA_NOCOMPILE=1 | |
| python -m build -n | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: 'sdist' | |
| path: ./dist/* # Use ./dist/*.whl to only upload the JIT compile wheel | |
| - name: Upload files to a GitHub release | |
| if: steps.build-wheel-sdist.outputs.PACKAGE_VERSION != 'None' | |
| uses: svenstaro/[email protected] | |
| with: | |
| file: ./dist/*.whl | |
| tag: ${{ format('v{0}', steps.build-wheel-sdist.outputs.PACKAGE_VERSION) }} | |
| file_glob: true | |
| overwrite: true | |
| release_name: ${{ steps.build-wheel-sdist.outputs.PACKAGE_VERSION }} | |
| publish-sdist-to-pypi: | |
| name: Publish Python distribution to PyPI | |
| if: inputs.pypi == '1' | |
| needs: build_sdist | |
| runs-on: ubuntu-latest | |
| environment: | |
| name: pypi | |
| url: https://pypi.org/p/exllamav2 | |
| permissions: | |
| id-token: write # IMPORTANT: mandatory for trusted publishing | |
| steps: | |
| - name: Download the sdist | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: sdist | |
| path: dist/ | |
| - name: Publish distribution to PyPI | |
| uses: pypa/[email protected] |