Instructions to use Aliguinga01/rule_violation2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Aliguinga01/rule_violation2 with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./llama-cli -hf Aliguinga01/rule_violation2:F16
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Aliguinga01/rule_violation2:F16
Use Docker
docker model run hf.co/Aliguinga01/rule_violation2:F16
- LM Studio
- Jan
- Ollama
How to use Aliguinga01/rule_violation2 with Ollama:
ollama run hf.co/Aliguinga01/rule_violation2:F16
- Unsloth Studio
How to use Aliguinga01/rule_violation2 with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Aliguinga01/rule_violation2 to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for Aliguinga01/rule_violation2 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Aliguinga01/rule_violation2 to start chatting
- Docker Model Runner
How to use Aliguinga01/rule_violation2 with Docker Model Runner:
docker model run hf.co/Aliguinga01/rule_violation2:F16
- Lemonade
How to use Aliguinga01/rule_violation2 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Aliguinga01/rule_violation2:F16
Run and chat with the model
lemonade run user.rule_violation2-F16
List all available models
lemonade list
- Atomic Chat
| name: CI | |
| on: | |
| workflow_dispatch: # allows manual triggering | |
| push: | |
| branches: | |
| - master | |
| paths: [ | |
| '.github/workflows/build.yml', | |
| '.github/workflows/build-linux-cross.yml', | |
| '.github/workflows/build-cmake-pkg.yml', | |
| '**/CMakeLists.txt', | |
| '**/.cmake', | |
| '**/*.h', | |
| '**/*.hpp', | |
| '**/*.c', | |
| '**/*.cpp', | |
| '**/*.cu', | |
| '**/*.cuh', | |
| '**/*.swift', | |
| '**/*.m', | |
| '**/*.metal', | |
| '**/*.comp' | |
| ] | |
| pull_request: | |
| types: [opened, synchronize, reopened] | |
| paths: [ | |
| '.github/workflows/build.yml', | |
| '.github/workflows/build-linux-cross.yml', | |
| '.github/workflows/build-cmake-pkg.yml', | |
| '**/CMakeLists.txt', | |
| '**/.cmake', | |
| '**/*.h', | |
| '**/*.hpp', | |
| '**/*.c', | |
| '**/*.cpp', | |
| '**/*.cu', | |
| '**/*.cuh', | |
| '**/*.swift', | |
| '**/*.m', | |
| '**/*.metal', | |
| '**/*.comp' | |
| ] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }} | |
| cancel-in-progress: true | |
| env: | |
| GGML_NLOOP: 3 | |
| GGML_N_THREADS: 1 | |
| LLAMA_LOG_COLORS: 1 | |
| LLAMA_LOG_PREFIX: 1 | |
| LLAMA_LOG_TIMESTAMPS: 1 | |
| jobs: | |
| macOS-latest-cmake-arm64: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-cmake-arm64 | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| brew install curl | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build \ | |
| -DCMAKE_BUILD_RPATH="@loader_path" \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=OFF \ | |
| -DGGML_METAL_SHADER_DEBUG=ON \ | |
| -DGGML_RPC=ON | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) | |
| leaks -atExit -- ./build/bin/test-thread-safety -hf ggml-org/gemma-3-270m-qat-GGUF -ngl 99 -p "$(printf 'hello %.0s' {1..128})" -n 16 -c 512 -ub 32 -np 2 -t 2 -lv 1 | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L 'main|curl' --verbose --timeout 900 | |
| macOS-latest-cmake-x64: | |
| runs-on: macos-15-intel | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-cmake-x64 | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| brew install curl | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| # Metal is disabled due to intermittent failures with Github runners not having a GPU: | |
| # https://github.com/ggml-org/llama.cpp/actions/runs/8635935781/job/23674807267#step:5:2313 | |
| cmake -B build \ | |
| -DCMAKE_BUILD_RPATH="@loader_path" \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DGGML_METAL=OFF \ | |
| -DGGML_RPC=ON \ | |
| -DCMAKE_OSX_DEPLOYMENT_TARGET=13.3 | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L main --verbose --timeout 900 | |
| macOS-latest-cmake-arm64-webgpu: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-cmake-arm64-webgpu | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| brew install curl | |
| - name: Dawn Dependency | |
| id: dawn-depends | |
| run: | | |
| DAWN_VERSION="v1.0.0" | |
| DAWN_OWNER="reeselevine" | |
| DAWN_REPO="dawn" | |
| DAWN_ASSET_NAME="Dawn-a1a6b45cced25a3b7f4fb491e0ae70796cc7f22b-macos-latest-Release.tar.gz" | |
| echo "Fetching release asset from https://github.com/${DAWN_OWNER}/${DAWN_REPO}/releases/download/${DAWN_VERSION}/${DAWN_ASSET_NAME}" | |
| curl -L -o artifact.tar.gz \ | |
| "https://github.com/${DAWN_OWNER}/${DAWN_REPO}/releases/download/${DAWN_VERSION}/${DAWN_ASSET_NAME}" | |
| mkdir dawn | |
| tar -xvf artifact.tar.gz -C dawn --strip-components=1 | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| export CMAKE_PREFIX_PATH=dawn | |
| cmake -B build -DGGML_WEBGPU=ON -DGGML_METAL=OFF -DGGML_BLAS=OFF | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L main --verbose --timeout 900 | |
| ubuntu-cpu-cmake: | |
| strategy: | |
| matrix: | |
| include: | |
| - build: 'x64' | |
| os: ubuntu-22.04 | |
| - build: 'arm64' | |
| os: ubuntu-22.04-arm | |
| - build: 's390x' | |
| os: ubuntu-24.04-s390x | |
| - build: 'ppc64le' | |
| os: ubuntu-24.04-ppc64le | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-cpu-cmake-${{ matrix.build }} | |
| evict-old-files: 1d | |
| - name: Build Dependencies | |
| id: build_depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y --no-install-recommends \ | |
| python3 python3-pip python3-dev \ | |
| libjpeg-dev build-essential libcurl4-openssl-dev \ | |
| git-lfs | |
| - name: Python Dependencies | |
| id: python_depends | |
| run: | | |
| python3 -m pip install --upgrade pip | |
| pip3 install ./gguf-py | |
| - name: Swap Endianness | |
| id: endianness | |
| if: ${{ matrix.build == 's390x' }} | |
| run: | | |
| for f in models/*.gguf; do | |
| echo YES | python3 gguf-py/gguf/scripts/gguf_convert_endian.py $f big | |
| done | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DGGML_RPC=ON | |
| cmake --build build --config Release -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L 'main|curl' --verbose --timeout 900 | |
| - name: Test llama2c conversion | |
| id: llama2c_test | |
| if: ${{ matrix.build != 's390x' }} | |
| run: | | |
| cd build | |
| echo "Fetch tokenizer" | |
| wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories260K/tok512.bin | |
| echo "Fetch llama2c model" | |
| wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories260K/stories260K.bin | |
| ./bin/llama-convert-llama2c-to-ggml --copy-vocab-from-model ./tok512.bin --llama2c-model stories260K.bin --llama2c-output-model stories260K.gguf | |
| ./bin/llama-cli -m stories260K.gguf -p "One day, Lily met a Shoggoth" -n 500 -c 256 | |
| - name: Test llama2c (s390x) | |
| id: llama2c_test_s390x | |
| if: ${{ matrix.build == 's390x' }} | |
| run: | | |
| cd build | |
| echo "Fetch llama2c big-endian model" | |
| wget https://huggingface.co/ggml-org/models/resolve/main/tinyllamas/stories260K-be.gguf | |
| ./bin/llama-cli -m stories260K-be.gguf -p "One day, Lily met a Shoggoth" -n 500 -c 256 | |
| ubuntu-latest-cmake-sanitizer: | |
| runs-on: ubuntu-latest | |
| continue-on-error: true | |
| strategy: | |
| matrix: | |
| sanitizer: [ADDRESS, THREAD, UNDEFINED] | |
| build_type: [Debug] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-latest-cmake-sanitizer-${{ matrix.sanitizer }} | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Build | |
| id: cmake_build | |
| if: ${{ matrix.sanitizer != 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) | |
| - name: Build (no OpenMP) | |
| id: cmake_build_no_openmp | |
| if: ${{ matrix.sanitizer == 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \ | |
| -DGGML_OPENMP=OFF | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L main --verbose --timeout 900 | |
| ubuntu-latest-llguidance: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| mkdir build | |
| cd build | |
| cmake .. \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DLLAMA_LLGUIDANCE=ON | |
| cmake --build . --config Release -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L main --verbose --timeout 900 | |
| ubuntu-latest-cmake-rpc: | |
| runs-on: ubuntu-latest | |
| continue-on-error: true | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| # - name: ccache | |
| # uses: ggml-org/ccache-action@v1.2.16 | |
| # with: | |
| # key: ubuntu-latest-cmake-rpc | |
| # evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build \ | |
| -DGGML_RPC=ON | |
| cmake --build build --config Release -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| ctest -L main --verbose | |
| ubuntu-24-cmake-vulkan-deb: | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-24-cmake-vulkan-deb | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get install -y glslc libvulkan-dev libcurl4-openssl-dev | |
| - name: Configure | |
| id: cmake_configure | |
| run: | | |
| cmake -B build \ | |
| -DCMAKE_BUILD_TYPE=RelWithDebInfo \ | |
| -DGGML_BACKEND_DL=ON \ | |
| -DGGML_CPU_ALL_VARIANTS=ON \ | |
| -DGGML_VULKAN=ON | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake --build build -j $(nproc) | |
| ubuntu-24-cmake-vulkan: | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-24-cmake-vulkan | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo add-apt-repository -y ppa:kisak/kisak-mesa | |
| sudo apt-get update -y | |
| sudo apt-get install -y build-essential mesa-vulkan-drivers libxcb-xinput0 libxcb-xinerama0 libxcb-cursor-dev libcurl4-openssl-dev | |
| - name: Get latest Vulkan SDK version | |
| id: vulkan_sdk_version | |
| run: | | |
| echo "VULKAN_SDK_VERSION=$(curl https://vulkan.lunarg.com/sdk/latest/linux.txt)" >> "$GITHUB_ENV" | |
| - name: Use Vulkan SDK Cache | |
| uses: actions/cache@v4 | |
| id: cache-sdk | |
| with: | |
| path: ./vulkan_sdk | |
| key: vulkan-sdk-${{ env.VULKAN_SDK_VERSION }}-${{ runner.os }} | |
| - name: Setup Vulkan SDK | |
| if: steps.cache-sdk.outputs.cache-hit != 'true' | |
| uses: ./.github/actions/linux-setup-vulkan | |
| with: | |
| path: ./vulkan_sdk | |
| version: ${{ env.VULKAN_SDK_VERSION }} | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| source ./vulkan_sdk/setup-env.sh | |
| cmake -B build \ | |
| -DGGML_VULKAN=ON | |
| cmake --build build --config Release -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| export GGML_VK_VISIBLE_DEVICES=0 | |
| export GGML_VK_DISABLE_F16=1 | |
| # This is using llvmpipe and runs slower than other backends | |
| ctest -L main --verbose --timeout 4200 | |
| ubuntu-24-cmake-webgpu: | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-24-cmake-webgpu | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo add-apt-repository -y ppa:kisak/kisak-mesa | |
| sudo apt-get update -y | |
| sudo apt-get install -y build-essential mesa-vulkan-drivers libxcb-xinput0 libxcb-xinerama0 libxcb-cursor-dev libcurl4-openssl-dev | |
| - name: Get latest Vulkan SDK version | |
| id: vulkan_sdk_version | |
| run: | | |
| echo "VULKAN_SDK_VERSION=$(curl https://vulkan.lunarg.com/sdk/latest/linux.txt)" >> "$GITHUB_ENV" | |
| - name: Use Vulkan SDK Cache | |
| uses: actions/cache@v4 | |
| id: cache-sdk | |
| with: | |
| path: ./vulkan_sdk | |
| key: vulkan-sdk-${{ env.VULKAN_SDK_VERSION }}-${{ runner.os }} | |
| - name: Setup Vulkan SDK | |
| if: steps.cache-sdk.outputs.cache-hit != 'true' | |
| uses: ./.github/actions/linux-setup-vulkan | |
| with: | |
| path: ./vulkan_sdk | |
| version: ${{ env.VULKAN_SDK_VERSION }} | |
| - name: Dawn Dependency | |
| id: dawn-depends | |
| run: | | |
| sudo apt-get install -y libxrandr-dev libxinerama-dev libxcursor-dev mesa-common-dev libx11-xcb-dev libxi-dev | |
| DAWN_VERSION="v1.0.0" | |
| DAWN_OWNER="reeselevine" | |
| DAWN_REPO="dawn" | |
| DAWN_ASSET_NAME="Dawn-a1a6b45cced25a3b7f4fb491e0ae70796cc7f22b-ubuntu-latest-Release.tar.gz" | |
| echo "Fetching release asset from https://github.com/${DAWN_OWNER}/${DAWN_REPO}/releases/download/${DAWN_VERSION}/${DAWN_ASSET_NAME}" | |
| curl -L -o artifact.tar.gz \ | |
| "https://github.com/${DAWN_OWNER}/${DAWN_REPO}/releases/download/${DAWN_VERSION}/${DAWN_ASSET_NAME}" | |
| mkdir dawn | |
| tar -xvf artifact.tar.gz -C dawn --strip-components=1 | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| export Dawn_DIR=dawn/lib64/cmake/Dawn | |
| cmake -B build -DGGML_WEBGPU=ON | |
| cmake --build build --config Release -j $(nproc) | |
| - name: Test | |
| id: cmake_test | |
| run: | | |
| cd build | |
| # This is using llvmpipe and runs slower than other backends | |
| ctest -L main --verbose --timeout 3600 | |
| ubuntu-22-cmake-hip: | |
| runs-on: ubuntu-22.04 | |
| container: rocm/dev-ubuntu-22.04:6.1.2 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y build-essential git cmake rocblas-dev hipblas-dev libcurl4-openssl-dev rocwmma-dev | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-22-cmake-hip | |
| evict-old-files: 1d | |
| - name: Build with native CMake HIP support | |
| id: cmake_build | |
| run: | | |
| cmake -B build -S . \ | |
| -DCMAKE_HIP_COMPILER="$(hipconfig -l)/clang" \ | |
| -DGGML_HIP_ROCWMMA_FATTN=ON \ | |
| -DGGML_HIP=ON | |
| cmake --build build --config Release -j $(nproc) | |
| ubuntu-22-cmake-musa: | |
| runs-on: ubuntu-22.04 | |
| container: mthreads/musa:rc4.3.0-devel-ubuntu22.04-amd64 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| apt-get update | |
| apt-get install -y build-essential git cmake libcurl4-openssl-dev | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-22-cmake-musa | |
| evict-old-files: 1d | |
| - name: Build with native CMake MUSA support | |
| id: cmake_build | |
| run: | | |
| cmake -B build -S . \ | |
| -DGGML_MUSA=ON | |
| cmake --build build --config Release -j $(nproc) | |
| ubuntu-22-cmake-sycl: | |
| runs-on: ubuntu-22.04 | |
| continue-on-error: true | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: add oneAPI to apt | |
| shell: bash | |
| run: | | |
| cd /tmp | |
| wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| rm GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| sudo add-apt-repository "deb https://apt.repos.intel.com/oneapi all main" | |
| - name: install oneAPI dpcpp compiler | |
| shell: bash | |
| run: | | |
| sudo apt update | |
| sudo apt install intel-oneapi-compiler-dpcpp-cpp libcurl4-openssl-dev | |
| - name: install oneAPI MKL library | |
| shell: bash | |
| run: | | |
| sudo apt install intel-oneapi-mkl-devel | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-22-cmake-sycl | |
| evict-old-files: 1d | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| source /opt/intel/oneapi/setvars.sh | |
| cmake -B build \ | |
| -DGGML_SYCL=ON \ | |
| -DCMAKE_C_COMPILER=icx \ | |
| -DCMAKE_CXX_COMPILER=icpx | |
| cmake --build build --config Release -j $(nproc) | |
| ubuntu-22-cmake-sycl-fp16: | |
| runs-on: ubuntu-22.04 | |
| continue-on-error: true | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: add oneAPI to apt | |
| shell: bash | |
| run: | | |
| cd /tmp | |
| wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| rm GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | |
| sudo add-apt-repository "deb https://apt.repos.intel.com/oneapi all main" | |
| - name: install oneAPI dpcpp compiler | |
| shell: bash | |
| run: | | |
| sudo apt update | |
| sudo apt install intel-oneapi-compiler-dpcpp-cpp libcurl4-openssl-dev | |
| - name: install oneAPI MKL library | |
| shell: bash | |
| run: | | |
| sudo apt install intel-oneapi-mkl-devel | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-22-cmake-sycl-fp16 | |
| evict-old-files: 1d | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| source /opt/intel/oneapi/setvars.sh | |
| cmake -B build \ | |
| -DGGML_SYCL=ON \ | |
| -DCMAKE_C_COMPILER=icx \ | |
| -DCMAKE_CXX_COMPILER=icpx \ | |
| -DGGML_SYCL_F16=ON | |
| cmake --build build --config Release -j $(nproc) | |
| build-linux-cross: | |
| uses: ./.github/workflows/build-linux-cross.yml | |
| build-cmake-pkg: | |
| uses: ./.github/workflows/build-cmake-pkg.yml | |
| macOS-latest-cmake-ios: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-cmake-ios | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build -G Xcode \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=ON \ | |
| -DLLAMA_BUILD_COMMON=OFF \ | |
| -DLLAMA_BUILD_EXAMPLES=OFF \ | |
| -DLLAMA_BUILD_TOOLS=OFF \ | |
| -DLLAMA_BUILD_TESTS=OFF \ | |
| -DLLAMA_BUILD_SERVER=OFF \ | |
| -DCMAKE_SYSTEM_NAME=iOS \ | |
| -DCMAKE_OSX_DEPLOYMENT_TARGET=14.0 \ | |
| -DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO | |
| macOS-latest-cmake-tvos: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-cmake-tvos | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build -G Xcode \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=ON \ | |
| -DLLAMA_BUILD_COMMON=OFF \ | |
| -DLLAMA_BUILD_EXAMPLES=OFF \ | |
| -DLLAMA_BUILD_TOOLS=OFF \ | |
| -DLLAMA_BUILD_TESTS=OFF \ | |
| -DLLAMA_BUILD_SERVER=OFF \ | |
| -DCMAKE_SYSTEM_NAME=tvOS \ | |
| -DCMAKE_OSX_DEPLOYMENT_TARGET=14.0 \ | |
| -DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO | |
| macOS-latest-cmake-visionos: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build -G Xcode \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=ON \ | |
| -DLLAMA_BUILD_COMMON=OFF \ | |
| -DLLAMA_BUILD_EXAMPLES=OFF \ | |
| -DLLAMA_BUILD_TOOLS=OFF \ | |
| -DLLAMA_BUILD_TESTS=OFF \ | |
| -DLLAMA_BUILD_SERVER=OFF \ | |
| -DCMAKE_SYSTEM_NAME=visionOS \ | |
| -DCMAKE_OSX_DEPLOYMENT_TARGET=1.0 \ | |
| -DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO | |
| macOS-latest-swift: | |
| runs-on: macos-latest | |
| needs: ios-xcode-build | |
| strategy: | |
| matrix: | |
| destination: ['generic/platform=macOS', 'generic/platform=iOS', 'generic/platform=tvOS'] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: macOS-latest-swift | |
| evict-old-files: 1d | |
| - name: Download xcframework artifact | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: llama-xcframework | |
| path: build-apple/llama.xcframework/ | |
| - name: Dependencies | |
| id: depends | |
| continue-on-error: true | |
| run: | | |
| brew update | |
| - name: Build llama.cpp with CMake | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build -G Xcode \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=ON \ | |
| -DLLAMA_CURL=OFF \ | |
| -DLLAMA_BUILD_EXAMPLES=OFF \ | |
| -DLLAMA_BUILD_TOOLS=OFF \ | |
| -DLLAMA_BUILD_TESTS=OFF \ | |
| -DLLAMA_BUILD_SERVER=OFF \ | |
| -DCMAKE_OSX_ARCHITECTURES="arm64;x86_64" | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) | |
| windows-msys2: | |
| runs-on: windows-2025 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - { sys: UCRT64, env: ucrt-x86_64, build: Release } | |
| - { sys: CLANG64, env: clang-x86_64, build: Release } | |
| steps: | |
| - name: Clone | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: windows-msys2 | |
| variant: ccache | |
| evict-old-files: 1d | |
| - name: Setup ${{ matrix.sys }} | |
| uses: msys2/setup-msys2@v2 | |
| with: | |
| update: true | |
| msystem: ${{matrix.sys}} | |
| install: >- | |
| base-devel | |
| git | |
| mingw-w64-${{matrix.env}}-toolchain | |
| mingw-w64-${{matrix.env}}-cmake | |
| mingw-w64-${{matrix.env}}-openblas | |
| - name: Build using CMake | |
| shell: msys2 {0} | |
| run: | | |
| cmake -B build | |
| cmake --build build --config ${{ matrix.build }} -j $(nproc) | |
| - name: Clean after building using CMake | |
| shell: msys2 {0} | |
| run: | | |
| rm -rf build | |
| - name: Build using CMake w/ OpenBLAS | |
| shell: msys2 {0} | |
| run: | | |
| cmake -B build -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS | |
| cmake --build build --config ${{ matrix.build }} -j $(nproc) | |
| windows-latest-cmake: | |
| runs-on: windows-2025 | |
| env: | |
| OPENBLAS_VERSION: 0.3.23 | |
| SDE_VERSION: 9.33.0-2024-01-07 | |
| VULKAN_VERSION: 1.4.313.2 | |
| strategy: | |
| matrix: | |
| include: | |
| - build: 'cpu-x64 (static)' | |
| arch: 'x64' | |
| defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/x64-windows-llvm.cmake -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DBUILD_SHARED_LIBS=OFF' | |
| - build: 'openblas-x64' | |
| arch: 'x64' | |
| defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/x64-windows-llvm.cmake -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON -DGGML_OPENMP=OFF -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DBLAS_INCLUDE_DIRS="$env:RUNNER_TEMP/openblas/include" -DBLAS_LIBRARIES="$env:RUNNER_TEMP/openblas/lib/openblas.lib"' | |
| - build: 'vulkan-x64' | |
| arch: 'x64' | |
| defines: '-DCMAKE_BUILD_TYPE=Release -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DGGML_RPC=ON -DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON -DGGML_VULKAN=ON' | |
| - build: 'llvm-arm64' | |
| arch: 'arm64' | |
| defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-llvm.cmake -DGGML_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON' | |
| - build: 'llvm-arm64-opencl-adreno' | |
| arch: 'arm64' | |
| defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-llvm.cmake -DCMAKE_PREFIX_PATH="$env:RUNNER_TEMP/opencl-arm64-release" -DGGML_OPENCL=ON -DGGML_OPENCL_USE_ADRENO_KERNELS=ON' | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: windows-latest-cmake-${{ matrix.build }} | |
| variant: ccache | |
| evict-old-files: 1d | |
| - name: Download OpenBLAS | |
| id: get_openblas | |
| if: ${{ matrix.build == 'openblas-x64' }} | |
| run: | | |
| curl.exe -o $env:RUNNER_TEMP/openblas.zip -L "https://github.com/xianyi/OpenBLAS/releases/download/v${env:OPENBLAS_VERSION}/OpenBLAS-${env:OPENBLAS_VERSION}-x64.zip" | |
| curl.exe -o $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt -L "https://github.com/xianyi/OpenBLAS/raw/v${env:OPENBLAS_VERSION}/LICENSE" | |
| mkdir $env:RUNNER_TEMP/openblas | |
| tar.exe -xvf $env:RUNNER_TEMP/openblas.zip -C $env:RUNNER_TEMP/openblas | |
| $vcdir = $(vswhere -latest -products * -requires Microsoft.VisualStudio.Component.VC.Tools.x86.x64 -property installationPath) | |
| $msvc = $(join-path $vcdir $('VC\Tools\MSVC\'+$(gc -raw $(join-path $vcdir 'VC\Auxiliary\Build\Microsoft.VCToolsVersion.default.txt')).Trim())) | |
| $lib = $(join-path $msvc 'bin\Hostx64\x64\lib.exe') | |
| & $lib /machine:x64 "/def:${env:RUNNER_TEMP}/openblas/lib/libopenblas.def" "/out:${env:RUNNER_TEMP}/openblas/lib/openblas.lib" /name:openblas.dll | |
| - name: Install Vulkan SDK | |
| id: get_vulkan | |
| if: ${{ matrix.build == 'vulkan-x64' }} | |
| run: | | |
| curl.exe -o $env:RUNNER_TEMP/VulkanSDK-Installer.exe -L "https://sdk.lunarg.com/sdk/download/${env:VULKAN_VERSION}/windows/vulkansdk-windows-X64-${env:VULKAN_VERSION}.exe" | |
| & "$env:RUNNER_TEMP\VulkanSDK-Installer.exe" --accept-licenses --default-answer --confirm-command install | |
| Add-Content $env:GITHUB_ENV "VULKAN_SDK=C:\VulkanSDK\${env:VULKAN_VERSION}" | |
| Add-Content $env:GITHUB_PATH "C:\VulkanSDK\${env:VULKAN_VERSION}\bin" | |
| - name: Install Ninja | |
| id: install_ninja | |
| run: | | |
| choco install ninja | |
| - name: Install OpenCL Headers and Libs | |
| id: install_opencl | |
| if: ${{ matrix.build == 'llvm-arm64-opencl-adreno' }} | |
| run: | | |
| git clone https://github.com/KhronosGroup/OpenCL-Headers | |
| cd OpenCL-Headers | |
| cmake -B build ` | |
| -DBUILD_TESTING=OFF ` | |
| -DOPENCL_HEADERS_BUILD_TESTING=OFF ` | |
| -DOPENCL_HEADERS_BUILD_CXX_TESTS=OFF ` | |
| -DCMAKE_INSTALL_PREFIX="$env:RUNNER_TEMP/opencl-arm64-release" | |
| cmake --build build --target install | |
| git clone https://github.com/KhronosGroup/OpenCL-ICD-Loader | |
| cd OpenCL-ICD-Loader | |
| cmake -B build-arm64-release ` | |
| -A arm64 ` | |
| -DCMAKE_PREFIX_PATH="$env:RUNNER_TEMP/opencl-arm64-release" ` | |
| -DCMAKE_INSTALL_PREFIX="$env:RUNNER_TEMP/opencl-arm64-release" | |
| cmake --build build-arm64-release --target install --config release | |
| - name: libCURL | |
| id: get_libcurl | |
| uses: ./.github/actions/windows-setup-curl | |
| with: | |
| architecture: ${{ matrix.arch == 'x64' && 'win64' || 'win64a' }} | |
| - name: Build | |
| id: cmake_build | |
| env: | |
| CURL_PATH: ${{ steps.get_libcurl.outputs.curl_path }} | |
| run: | | |
| cmake -S . -B build ${{ matrix.defines }} ` | |
| -DCURL_LIBRARY="$env:CURL_PATH/lib/libcurl.dll.a" -DCURL_INCLUDE_DIR="$env:CURL_PATH/include" | |
| cmake --build build --config Release -j ${env:NUMBER_OF_PROCESSORS} | |
| cp $env:CURL_PATH/bin/libcurl-*.dll build/bin/Release | |
| - name: Add libopenblas.dll | |
| id: add_libopenblas_dll | |
| if: ${{ matrix.build == 'openblas-x64' }} | |
| run: | | |
| cp $env:RUNNER_TEMP/openblas/bin/libopenblas.dll ./build/bin/Release/openblas.dll | |
| cp $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt ./build/bin/Release/OpenBLAS-${env:OPENBLAS_VERSION}.txt | |
| - name: Test | |
| id: cmake_test | |
| if: ${{ matrix.arch == 'x64' }} | |
| run: | | |
| cd build | |
| ctest -L main -C Release --verbose --timeout 900 | |
| # TODO: disabled for now, consider adding tests for all CPU variants instead | |
| # - name: Test (Intel SDE) | |
| # id: cmake_test_sde | |
| # if: ${{ matrix.build == 'avx512-x64' && env.HAS_AVX512F == '0' }} # use Intel SDE for AVX-512 emulation | |
| # run: | | |
| # curl.exe -o $env:RUNNER_TEMP/sde.tar.xz -L "https://downloadmirror.intel.com/813591/sde-external-${env:SDE_VERSION}-win.tar.xz" | |
| # # for some weird reason windows tar doesn't like sde tar.xz | |
| # 7z x "-o${env:RUNNER_TEMP}" $env:RUNNER_TEMP/sde.tar.xz | |
| # 7z x "-o${env:RUNNER_TEMP}" $env:RUNNER_TEMP/sde.tar | |
| # $sde = $(join-path $env:RUNNER_TEMP sde-external-${env:SDE_VERSION}-win/sde.exe) | |
| # cd build | |
| # $env:LLAMA_SKIP_TESTS_SLOW_ON_EMULATOR = 1 | |
| # & $sde -future -- ctest -L main -C Release --verbose --timeout 900 | |
| ubuntu-latest-cmake-cuda: | |
| runs-on: ubuntu-latest | |
| container: nvidia/cuda:12.6.2-devel-ubuntu24.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Install dependencies | |
| env: | |
| DEBIAN_FRONTEND: noninteractive | |
| run: | | |
| apt update | |
| apt install -y cmake build-essential ninja-build libgomp1 git libcurl4-openssl-dev | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ubuntu-latest-cmake-cuda | |
| evict-old-files: 1d | |
| - name: Build with CMake | |
| run: | | |
| cmake -S . -B build -G Ninja \ | |
| -DCMAKE_BUILD_TYPE=Release \ | |
| -DCMAKE_CUDA_ARCHITECTURES=89-real \ | |
| -DCMAKE_EXE_LINKER_FLAGS=-Wl,--allow-shlib-undefined \ | |
| -DLLAMA_FATAL_WARNINGS=ON \ | |
| -DGGML_NATIVE=OFF \ | |
| -DGGML_CUDA=ON | |
| cmake --build build | |
| windows-2022-cmake-cuda: | |
| runs-on: windows-2022 | |
| strategy: | |
| matrix: | |
| cuda: ['12.4'] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Install ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: windows-cuda-${{ matrix.cuda }} | |
| variant: ccache | |
| evict-old-files: 1d | |
| - name: Install Cuda Toolkit | |
| uses: ./.github/actions/windows-setup-cuda | |
| with: | |
| cuda_version: ${{ matrix.cuda }} | |
| - name: Install Ninja | |
| id: install_ninja | |
| run: | | |
| choco install ninja | |
| - name: libCURL | |
| id: get_libcurl | |
| uses: ./.github/actions/windows-setup-curl | |
| - name: Build | |
| id: cmake_build | |
| shell: cmd | |
| env: | |
| CURL_PATH: ${{ steps.get_libcurl.outputs.curl_path }} | |
| run: | | |
| call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" x64 | |
| cmake -S . -B build -G "Ninja Multi-Config" ^ | |
| -DLLAMA_BUILD_SERVER=ON ^ | |
| -DGGML_NATIVE=OFF ^ | |
| -DGGML_BACKEND_DL=ON ^ | |
| -DGGML_CPU_ALL_VARIANTS=ON ^ | |
| -DGGML_CUDA=ON ^ | |
| -DGGML_RPC=ON ^ | |
| -DCURL_LIBRARY="%CURL_PATH%/lib/libcurl.dll.a" -DCURL_INCLUDE_DIR="%CURL_PATH%/include" | |
| set /A NINJA_JOBS=%NUMBER_OF_PROCESSORS%-1 | |
| cmake --build build --config Release -j %NINJA_JOBS% -t ggml | |
| cmake --build build --config Release | |
| windows-latest-cmake-sycl: | |
| runs-on: windows-2022 | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/24751ead-ddc5-4479-b9e6-f9fe2ff8b9f2/intel-deep-learning-essentials-2025.2.1.25_offline.exe | |
| WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel:intel.oneapi.win.dnnl:intel.oneapi.win.tbb.devel | |
| ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI" | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: windows-latest-cmake-sycl | |
| variant: ccache | |
| evict-old-files: 1d | |
| - name: Install | |
| run: | | |
| scripts/install-oneapi.bat $WINDOWS_BASEKIT_URL $WINDOWS_DPCPP_MKL | |
| # TODO: add libcurl support ; we will also need to modify win-build-sycl.bat to accept user-specified args | |
| - name: Build | |
| id: cmake_build | |
| run: examples/sycl/win-build-sycl.bat | |
| windows-latest-cmake-hip: | |
| runs-on: windows-2022 | |
| env: | |
| # The ROCm version must correspond to the version used in the HIP SDK. | |
| ROCM_VERSION: "6.4.2" | |
| # Make sure this is in sync with build-cache.yml | |
| HIPSDK_INSTALLER_VERSION: "25.Q3" | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Grab rocWMMA package | |
| id: grab_rocwmma | |
| run: | | |
| curl -o rocwmma.deb "https://repo.radeon.com/rocm/apt/${{ env.ROCM_VERSION }}/pool/main/r/rocwmma-dev/rocwmma-dev_1.7.0.60402-120~24.04_amd64.deb" | |
| 7z x rocwmma.deb | |
| 7z x data.tar | |
| - name: Use ROCm Installation Cache | |
| uses: actions/cache@v4 | |
| id: cache-rocm | |
| with: | |
| path: C:\Program Files\AMD\ROCm | |
| key: rocm-${{ env.HIPSDK_INSTALLER_VERSION }}-${{ runner.os }} | |
| - name: Setup ROCm | |
| if: steps.cache-rocm.outputs.cache-hit != 'true' | |
| uses: ./.github/actions/windows-setup-rocm | |
| with: | |
| version: ${{ env.HIPSDK_INSTALLER_VERSION }} | |
| - name: Verify ROCm | |
| id: verify | |
| run: | | |
| # Find and test ROCm installation | |
| $clangPath = Get-ChildItem 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' | Select-Object -First 1 | |
| if (-not $clangPath) { | |
| Write-Error "ROCm installation not found" | |
| exit 1 | |
| } | |
| & $clangPath.FullName --version | |
| - name: Install ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ${{ github.job }} | |
| evict-old-files: 1d | |
| - name: libCURL | |
| id: get_libcurl | |
| uses: ./.github/actions/windows-setup-curl | |
| - name: Build | |
| id: cmake_build | |
| env: | |
| CURL_PATH: ${{ steps.get_libcurl.outputs.curl_path }} | |
| run: | | |
| $env:HIP_PATH=$(Resolve-Path 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' | split-path | split-path) | |
| $env:CMAKE_PREFIX_PATH="${env:HIP_PATH}" | |
| cmake -G "Unix Makefiles" -B build -S . ` | |
| -DCMAKE_C_COMPILER="${env:HIP_PATH}\bin\clang.exe" ` | |
| -DCMAKE_CXX_COMPILER="${env:HIP_PATH}\bin\clang++.exe" ` | |
| -DCMAKE_CXX_FLAGS="-I$($PWD.Path.Replace('\', '/'))/opt/rocm-${{ env.ROCM_VERSION }}/include/" ` | |
| -DCMAKE_BUILD_TYPE=Release ` | |
| -DROCM_DIR="${env:HIP_PATH}" ` | |
| -DGGML_HIP=ON ` | |
| -DGGML_HIP_ROCWMMA_FATTN=ON ` | |
| -DGGML_RPC=ON ` | |
| -DCURL_LIBRARY="$env:CURL_PATH/lib/libcurl.dll.a" -DCURL_INCLUDE_DIR="$env:CURL_PATH/include" | |
| cmake --build build -j ${env:NUMBER_OF_PROCESSORS} | |
| ios-xcode-build: | |
| runs-on: macos-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Setup Xcode | |
| uses: maxim-lobanov/setup-xcode@v1 | |
| with: | |
| xcode-version: latest-stable | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| sysctl -a | |
| cmake -B build -G Xcode \ | |
| -DGGML_METAL_USE_BF16=ON \ | |
| -DGGML_METAL_EMBED_LIBRARY=ON \ | |
| -DLLAMA_CURL=OFF \ | |
| -DLLAMA_BUILD_EXAMPLES=OFF \ | |
| -DLLAMA_BUILD_TOOLS=OFF \ | |
| -DLLAMA_BUILD_TESTS=OFF \ | |
| -DLLAMA_BUILD_SERVER=OFF \ | |
| -DCMAKE_SYSTEM_NAME=iOS \ | |
| -DCMAKE_OSX_DEPLOYMENT_TARGET=14.0 \ | |
| -DCMAKE_XCODE_ATTRIBUTE_DEVELOPMENT_TEAM=ggml | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) -- CODE_SIGNING_ALLOWED=NO | |
| - name: xcodebuild for swift package | |
| id: xcodebuild | |
| run: | | |
| ./build-xcframework.sh | |
| - name: Upload xcframework artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: llama-xcframework | |
| path: build-apple/llama.xcframework/ | |
| retention-days: 1 | |
| - name: Build Xcode project | |
| run: | | |
| xcodebuild -downloadPlatform iOS | |
| xcodebuild -project examples/llama.swiftui/llama.swiftui.xcodeproj -scheme llama.swiftui -sdk iphoneos CODE_SIGNING_REQUIRED=NO CODE_SIGN_IDENTITY= -destination 'generic/platform=iOS' FRAMEWORK_FOLDER_PATH=./build-ios build | |
| android-build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Clone | |
| uses: actions/checkout@v4 | |
| # Disabled due to size (400MB) and always 0 cache hits | |
| # - name: ccache | |
| # uses: ggml-org/ccache-action@v1.2.16 | |
| # with: | |
| # key: android-build | |
| # evict-old-files: 1d | |
| - name: Set up JDK | |
| uses: actions/setup-java@v3 | |
| with: | |
| java-version: 17 | |
| distribution: zulu | |
| - name: Setup Android SDK | |
| uses: android-actions/setup-android@v3 | |
| with: | |
| log-accepted-android-sdk-licenses: false | |
| - name: Build | |
| run: | | |
| cd examples/llama.android | |
| ./gradlew build --no-daemon | |
| openEuler-latest-cmake-cann: | |
| if: ${{ github.event_name != 'pull_request' || contains(github.event.pull_request.labels.*.name, 'Ascend NPU') }} | |
| defaults: | |
| run: | |
| shell: bash -el {0} | |
| strategy: | |
| matrix: | |
| arch: [x86, aarch64] | |
| cann: | |
| - '8.1.RC1.alpha001-910b-openeuler22.03-py3.10' | |
| device: | |
| - 'ascend910b3' | |
| build: | |
| - 'Release' | |
| runs-on: ${{ matrix.arch == 'aarch64' && 'ubuntu-24.04-arm' || 'ubuntu-24.04' }} | |
| container: ascendai/cann:${{ matrix.cann }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Dependencies | |
| run: | | |
| yum update -y | |
| yum install -y git gcc gcc-c++ make cmake libcurl-devel | |
| - name: Build | |
| run: | | |
| export LD_LIBRARY_PATH=${ASCEND_TOOLKIT_HOME}/lib64:${ASCEND_TOOLKIT_HOME}/$(uname -m)-linux/devlib/:${LD_LIBRARY_PATH} | |
| cmake -S . -B build \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build }} \ | |
| -DGGML_CANN=on \ | |
| -DSOC_TYPE=${{ matrix.device }} | |
| cmake --build build -j $(nproc) | |
| # TODO: simplify the following workflows using a matrix | |
| # TODO: run lighter CI on PRs and the full CI only on master (if needed) | |
| ggml-ci-x64-cpu-low-perf: | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-x64-cpu-low-perf | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| LLAMA_ARG_THREADS=$(nproc) GG_BUILD_LOW_PERF=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
| ggml-ci-arm64-cpu-low-perf: | |
| runs-on: ubuntu-22.04-arm | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-arm64-cpu-low-perf | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| LLAMA_ARG_THREADS=$(nproc) GG_BUILD_LOW_PERF=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
| ggml-ci-x64-cpu-high-perf: | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-x64-cpu-high-perf | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| LLAMA_ARG_THREADS=$(nproc) bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
| ggml-ci-arm64-cpu-high-perf: | |
| runs-on: ubuntu-22.04-arm | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-arm64-cpu-high-perf | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| LLAMA_ARG_THREADS=$(nproc) GG_BUILD_NO_SVE=1 GG_BUILD_NO_BF16=1 GG_BUILD_EXTRA_TESTS_0=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
| ggml-ci-arm64-cpu-high-perf-sve: | |
| runs-on: ubuntu-22.04-arm | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-arm64-cpu-high-perf-sve | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| LLAMA_ARG_THREADS=$(nproc) GG_BUILD_NO_BF16=1 GG_BUILD_EXTRA_TESTS_0=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |
| ggml-ci-x64-nvidia-cuda: | |
| runs-on: [self-hosted, Linux, X64, NVIDIA] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| nvidia-smi | |
| GG_BUILD_CUDA=1 bash ./ci/run.sh ~/results/llama.cpp /mnt/llama.cpp | |
| ggml-ci-x64-nvidia-vulkan-cm: | |
| runs-on: [self-hosted, Linux, X64, NVIDIA] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| vulkaninfo --summary | |
| GG_BUILD_VULKAN=1 GGML_VK_DISABLE_COOPMAT2=1 bash ./ci/run.sh ~/results/llama.cpp /mnt/llama.cpp | |
| ggml-ci-x64-nvidia-vulkan-cm2: | |
| runs-on: [self-hosted, Linux, X64, NVIDIA, COOPMAT2] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| vulkaninfo --summary | |
| GG_BUILD_VULKAN=1 bash ./ci/run.sh ~/results/llama.cpp /mnt/llama.cpp | |
| ggml-ci-x64-cpu-amx: | |
| runs-on: [self-hosted, Linux, X64, CPU, AMX] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| bash ./ci/run.sh ~/results/llama.cpp /mnt/llama.cpp | |
| ggml-ci-mac-metal: | |
| runs-on: [self-hosted, macOS, ARM64] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| GG_BUILD_METAL=1 bash ./ci/run.sh ~/results/llama.cpp ~/mnt/llama.cpp | |
| ggml-ci-mac-vulkan: | |
| runs-on: [self-hosted, macOS, ARM64] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| vulkaninfo --summary | |
| GG_BUILD_VULKAN=1 bash ./ci/run.sh ~/results/llama.cpp ~/mnt/llama.cpp | |
| ggml-ci-arm64-cpu-kleidiai: | |
| runs-on: ubuntu-22.04-arm | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| - name: ccache | |
| uses: ggml-org/ccache-action@v1.2.16 | |
| with: | |
| key: ggml-ci-arm64-cpu-kleidiai | |
| evict-old-files: 1d | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y build-essential libcurl4-openssl-dev | |
| - name: Test | |
| id: ggml-ci | |
| run: | | |
| GG_BUILD_KLEIDIAI=1 GG_BUILD_EXTRA_TESTS_0=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt | |