llama/ggml: add LLM training support #8453
Workflow file for this run
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| # Server build and tests | |
| name: Server | |
| on: | |
| workflow_dispatch: # allows manual triggering | |
| inputs: | |
| sha: | |
| description: 'Commit SHA1 to build' | |
| required: false | |
| type: string | |
| slow_tests: | |
| description: 'Run slow tests' | |
| required: true | |
| type: boolean | |
| push: | |
| branches: | |
| - master | |
| paths: ['.github/workflows/server.yml', '**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'examples/server/**.*'] | |
| pull_request: | |
| types: [opened, synchronize, reopened] | |
| paths: ['.github/workflows/server.yml', '**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'examples/server/**.*'] | |
| env: | |
| LLAMA_LOG_COLORS: 1 | |
| LLAMA_LOG_PREFIX: 1 | |
| LLAMA_LOG_TIMESTAMPS: 1 | |
| LLAMA_LOG_VERBOSITY: 10 | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| server: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| sanitizer: [ADDRESS, UNDEFINED] # THREAD is broken | |
| build_type: [RelWithDebInfo] | |
| include: | |
| - build_type: Release | |
| sanitizer: "" | |
| fail-fast: false # While -DLLAMA_SANITIZE_THREAD=ON is broken | |
| steps: | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get -y install \ | |
| build-essential \ | |
| xxd \ | |
| git \ | |
| cmake \ | |
| curl \ | |
| wget \ | |
| language-pack-en \ | |
| libcurl4-openssl-dev | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Python setup | |
| id: setup_python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Tests dependencies | |
| id: test_dependencies | |
| run: | | |
| pip install -r examples/server/tests/requirements.txt | |
| - name: Verify server deps | |
| id: verify_server_deps | |
| run: | | |
| git config --global --add safe.directory $(realpath .) | |
| cd examples/server | |
| git ls-files --others --modified | |
| git status | |
| ./deps.sh | |
| git status | |
| not_ignored_files="$(git ls-files --others --modified)" | |
| echo "Modified files: ${not_ignored_files}" | |
| if [ -n "${not_ignored_files}" ]; then | |
| echo "Repository is dirty or server deps are not built as expected" | |
| echo "${not_ignored_files}" | |
| exit 1 | |
| fi | |
| - name: Build (no OpenMP) | |
| id: cmake_build_no_openmp | |
| if: ${{ matrix.sanitizer == 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DGGML_NATIVE=OFF \ | |
| -DLLAMA_BUILD_SERVER=ON \ | |
| -DLLAMA_CURL=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON \ | |
| -DGGML_OPENMP=OFF ; | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target llama-server | |
| - name: Build | |
| id: cmake_build | |
| if: ${{ matrix.sanitizer != 'THREAD' }} | |
| run: | | |
| cmake -B build \ | |
| -DGGML_NATIVE=OFF \ | |
| -DLLAMA_BUILD_SERVER=ON \ | |
| -DLLAMA_CURL=ON \ | |
| -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} \ | |
| -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON ; | |
| cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target llama-server | |
| - name: Tests | |
| id: server_integration_tests | |
| run: | | |
| cd examples/server/tests | |
| ./tests.sh | |
| - name: Slow tests | |
| id: server_integration_tests_slow | |
| if: ${{ (github.event.schedule || github.event.inputs.slow_tests == 'true') && matrix.build_type == 'Release' }} | |
| run: | | |
| cd examples/server/tests | |
| SLOW_TESTS=1 ./tests.sh | |
| server-windows: | |
| runs-on: windows-2019 | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: libCURL | |
| id: get_libcurl | |
| env: | |
| CURL_VERSION: 8.6.0_6 | |
| run: | | |
| curl.exe -o $env:RUNNER_TEMP/curl.zip -L "https://curl.se/windows/dl-${env:CURL_VERSION}/curl-${env:CURL_VERSION}-win64-mingw.zip" | |
| mkdir $env:RUNNER_TEMP/libcurl | |
| tar.exe -xvf $env:RUNNER_TEMP/curl.zip --strip-components=1 -C $env:RUNNER_TEMP/libcurl | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build -DLLAMA_CURL=ON -DCURL_LIBRARY="$env:RUNNER_TEMP/libcurl/lib/libcurl.dll.a" -DCURL_INCLUDE_DIR="$env:RUNNER_TEMP/libcurl/include" | |
| cmake --build build --config Release -j ${env:NUMBER_OF_PROCESSORS} --target llama-server | |
| - name: Python setup | |
| id: setup_python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Tests dependencies | |
| id: test_dependencies | |
| run: | | |
| pip install -r examples/server/tests/requirements.txt | |
| - name: Copy Libcurl | |
| id: prepare_libcurl | |
| run: | | |
| cp $env:RUNNER_TEMP/libcurl/bin/libcurl-x64.dll ./build/bin/Release/libcurl-x64.dll | |
| - name: Tests | |
| id: server_integration_tests | |
| if: ${{ !matrix.disabled_on_pr || !github.event.pull_request }} | |
| run: | | |
| cd examples/server/tests | |
| $env:PYTHONIOENCODING = ":replace" | |
| pytest -v -x | |
| - name: Slow tests | |
| id: server_integration_tests_slow | |
| if: ${{ (github.event.schedule || github.event.inputs.slow_tests == 'true') && matrix.build_type == 'Release' }} | |
| run: | | |
| cd examples/server/tests | |
| $env:SLOW_TESTS = "1" | |
| pytest -v -x |