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name: Build Wheels (CU130) for Windows
on:
workflow_dispatch:
permissions:
contents: write
jobs:
build_wheels:
name: Build Wheel ${{ matrix.os }} py${{ matrix.pyver }} cu130
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: ["windows-2022"]
pyver: ["3.10", "3.11", "3.12", "3.13", "3.14"]
cuda: ["13.0.2"]
cudaarch: ["75-real;80-real;86-real;87-real;89-real;90-real;100-real;120-real"]
defaults:
run:
shell: pwsh
env:
CUDAVER: ${{ matrix.cuda }}
CUDAARCHVER: ${{ matrix.cudaarch }}
MAX_JOBS: 12
steps:
- name: Add MSBuild to PATH
uses: microsoft/setup-msbuild@v3
with:
msbuild-architecture: x64
- name: Checkout
uses: actions/checkout@v6
with:
submodules: recursive
- name: Inspect Visual Studio OpenMP runtime paths
run: |
Write-Output "ProgramFiles=$env:ProgramFiles"
Write-Output "ProgramFiles(x86)=${env:ProgramFiles(x86)}"
Write-Output ""
$vsRoots = @(
"$env:ProgramFiles\Microsoft Visual Studio\2022\Enterprise\VC\Redist\MSVC",
"$env:ProgramFiles\Microsoft Visual Studio\2022\BuildTools\VC\Redist\MSVC",
"${env:ProgramFiles(x86)}\Microsoft Visual Studio\2022\Enterprise\VC\Redist\MSVC",
"${env:ProgramFiles(x86)}\Microsoft Visual Studio\2022\BuildTools\VC\Redist\MSVC"
)
foreach ($root in $vsRoots) {
Write-Output "Checking root: $root"
if (Test-Path $root) {
Write-Output " Exists: yes"
Write-Output " MSVC version directories:"
Get-ChildItem $root -Directory -ErrorAction SilentlyContinue |
Sort-Object Name |
ForEach-Object {
Write-Output " $($_.FullName)"
}
Write-Output " OpenMP runtime candidates:"
Get-ChildItem $root -Recurse -Filter "libomp140.x86_64.dll" -ErrorAction SilentlyContinue |
Sort-Object FullName |
ForEach-Object {
$sizeKB = [Math]::Round($_.Length / 1KB, 2)
$sizeMB = [Math]::Round($_.Length / 1MB, 4)
Write-Output " Path: $($_.FullName)"
Write-Output " Size: $($_.Length) bytes / $sizeKB KB / $sizeMB MB"
}
} else {
Write-Output " Exists: no"
}
Write-Output ""
}
Write-Output "Checking System32 fallback:"
$system32OpenMP = "C:\Windows\System32\libomp140.x86_64.dll"
if (Test-Path $system32OpenMP) {
$dll = Get-Item $system32OpenMP
$sizeKB = [Math]::Round($dll.Length / 1KB, 2)
$sizeMB = [Math]::Round($dll.Length / 1MB, 4)
Write-Output " Path: $($dll.FullName)"
Write-Output " Size: $($dll.Length) bytes / $sizeKB KB / $sizeMB MB"
} else {
Write-Output " Not found: $system32OpenMP"
}
- name: Install CUDA ${{ matrix.cuda }}
uses: Jimver/cuda-toolkit@v0.2.35
id: cuda-toolkit
with:
cuda: ${{ matrix.cuda }}
use-github-cache: false
- name: Install uv and Python ${{ matrix.pyver }}
uses: astral-sh/setup-uv@v7
with:
python-version: ${{ matrix.pyver }}
activate-environment: true
enable-cache: true
- name: Install dependencies
run: |
git config --system core.longpaths true
uv pip install --upgrade build setuptools wheel packaging
- name: Setup MSVC environment for nvcc
shell: cmd
run: |
call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" x64
echo PATH=%PATH%>>%GITHUB_ENV%
echo INCLUDE=%INCLUDE%>>%GITHUB_ENV%
echo LIB=%LIB%>>%GITHUB_ENV%
echo LIBPATH=%LIBPATH%>>%GITHUB_ENV%
- name: Build wheel
run: |
$cudaVersion = $env:CUDAVER.Remove($env:CUDAVER.LastIndexOf('.')).Replace('.', '')
$env:CUDA_HOME = $env:CUDA_PATH
$env:CUDA_TOOLKIT_ROOT_DIR = $env:CUDA_PATH
$env:VERBOSE = '1'
# Force CMake to use Ninja + LLVM/Clang instead of the default
# Visual Studio generator. MSVC skips several GGML CPU all-variant
# backends, such as ivybridge, piledriver, cooperlake, zen4, and
# sapphirerapids.
$env:CMAKE_GENERATOR = 'Ninja Multi-Config'
$toolchainCandidates = @(
(Join-Path $env:GITHUB_WORKSPACE "vendor\llama.cpp\cmake\x64-windows-llvm.cmake"),
(Join-Path $env:GITHUB_WORKSPACE "cmake\x64-windows-llvm.cmake")
)
$toolchainFile = $toolchainCandidates |
Where-Object { Test-Path $_ } |
Select-Object -First 1
if (!$toolchainFile) {
Write-Error "Toolchain file not found. Checked: $($toolchainCandidates -join ', ')"
exit 1
}
$toolchainFile = $toolchainFile.Replace('\', '/')
Write-Output "Using toolchain file: $toolchainFile"
# Build one CUDA wheel with dynamic GGML backends:
# - GGML_BACKEND_DL enables runtime-loadable backend DLLs.
# - GGML_CPU_ALL_VARIANTS builds CPU variant DLLs such as ggml-cpu-x64,
# ggml-cpu-haswell, ggml-cpu-alderlake, etc.
# - GGML_NATIVE=OFF avoids binding the wheel to the runner CPU.
# Suppress CUDA compiler warnings
$cudaDiagSuppress = '--diag-suppress=177,221,550'
$cmakeArgs = @(
# Windows toolchain / common runtime
'-DCMAKE_TOOLCHAIN_FILE=vendor/llama.cpp/cmake/x64-windows-llvm.cmake'
'-DLLAMA_BUILD_BORINGSSL=ON'
# Disable non-wheel targets
'-DLLAMA_BUILD_EXAMPLES=OFF'
'-DLLAMA_BUILD_TESTS=OFF'
'-DLLAMA_BUILD_TOOLS=OFF'
'-DLLAMA_BUILD_SERVER=OFF'
'-DLLAMA_BUILD_UI=OFF'
'-DLLAMA_USE_PREBUILT_UI=OFF'
'-DLLAMA_CURL=OFF'
# GGML dynamic backend layout
'-DGGML_CPU=ON'
'-DGGML_CUDA=ON'
'-DGGML_NATIVE=OFF'
'-DGGML_BACKEND_DL=ON'
'-DGGML_CPU_ALL_VARIANTS=ON'
'-DGGML_OPENMP=ON'
# CUDA backend
"-DCMAKE_CUDA_ARCHITECTURES=$env:CUDAARCHVER"
'-DGGML_CUDA_FORCE_MMQ=ON'
'-DCUDA_SEPARABLE_COMPILATION=ON'
"-DCMAKE_CUDA_FLAGS=$cudaDiagSuppress"
# Build behavior
"-DCMAKE_BUILD_PARALLEL_LEVEL=$env:MAX_JOBS"
'-DENABLE_CCACHE=ON'
)
$env:CMAKE_ARGS = $cmakeArgs -join ' '
Write-Output "CMAKE_ARGS=$env:CMAKE_ARGS"
python -m build --wheel
# Check if wheel was built
if (!(Test-Path '.\dist\*.whl')) {
Write-Error "No wheel built in dist/ directory"
exit 1
}
$wheelFile = Get-Item '.\dist\*.whl' | Select-Object -First 1
# Wheel filename format:
# name-version-python_tag-abi_tag-platform_tag.whl
$parts = $wheelFile.Name.Split('-')
$distName = $parts[0]
$version = $parts[1]
$pyTag = $parts[2]
$abiTag = $parts[3]
$platTag = $parts[4]
# CPU all-variants is now an internal runtime layout detail.
$newVersion = "$version+cu$cudaVersion"
$newName = "$distName-$newVersion-$pyTag-$abiTag-$platTag"
# Rename wheel file
Rename-Item -Path $wheelFile.FullName -NewName $newName
Write-Output "Renamed wheel to: $newName"
# Write the build tag to the output
Write-Output "CUDA_VERSION=$cudaVersion" >> $env:GITHUB_ENV
Write-Output "TAG_VERSION=$version" >> $env:GITHUB_ENV
- name: Get current date
id: get-date
run: |
$currentDate = Get-Date -UFormat "%Y%m%d"
Write-Output "BUILD_DATE=$currentDate" >> $env:GITHUB_ENV
- name: Create release
if: always() && env.TAG_VERSION != ''
uses: softprops/action-gh-release@v3
with:
files: dist/*
# Set tag_name to v<tag>-cu<cuda_version>-win-<date>
tag_name: v${{ env.TAG_VERSION }}-cu${{ env.CUDA_VERSION }}-win-${{ env.BUILD_DATE }}
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}