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build-wheels-release.yml
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name: Build Wheels & Release
on:
workflow_dispatch:
inputs:
pypi:
description: 'Upload wheels to PyPI? 1 = yes, 0 = no'
default: '0'
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==2.3.0"}
python -m pip install $torchver --index-url https://download.pytorch.org/whl/cu$cudaVersionPytorch
python -m pip install --upgrade setuptools==65.5.1
python -m pip install --upgrade 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
# 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==2.3.0 --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]