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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| { | ||
| lib, | ||
| dockerTools, | ||
| buildEnv, | ||
| llama-cpp, | ||
| interactive ? true, | ||
| coreutils, | ||
| }: | ||
|
|
||
| # A tar that can be fed into `docker load`: | ||
| # | ||
| # $ nix build .#llamaPackages.docker | ||
| # $ docker load < result | ||
|
|
||
| # For details and variations cf. | ||
| # - https://nixos.org/manual/nixpkgs/unstable/#ssec-pkgs-dockerTools-buildLayeredImage | ||
| # - https://discourse.nixos.org/t/a-faster-dockertools-buildimage-prototype/16922 | ||
| # - https://nixery.dev/ | ||
|
|
||
| # Approximate (compressed) sizes, at the time of writing, are: | ||
| # | ||
| # .#llamaPackages.docker: 125M; | ||
| # .#llamaPackagesCuda.docker: 537M; | ||
| # .#legacyPackages.aarch64-linux.llamaPackagesXavier.docker: 415M. | ||
|
|
||
| dockerTools.buildLayeredImage { | ||
| name = llama-cpp.pname; | ||
| tag = "latest"; | ||
|
|
||
| contents = | ||
| [ llama-cpp ] | ||
| ++ lib.optionals interactive [ | ||
| coreutils | ||
| dockerTools.binSh | ||
| dockerTools.caCertificates | ||
| ]; | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| lib, | ||
| singularity-tools, | ||
| llama-cpp, | ||
| bashInteractive, | ||
| interactive ? false, | ||
| }: | ||
|
|
||
| let | ||
| optionalInt = cond: x: if cond then x else 0; | ||
| in | ||
| singularity-tools.buildImage rec { | ||
| inherit (llama-cpp) name; | ||
| contents = [ llama-cpp ] ++ lib.optionals interactive [ bashInteractive ]; | ||
|
|
||
| # These are excessive (but safe) for most variants. Building singularity | ||
| # images requires superuser privileges, so we build them inside a VM in a | ||
| # writable image of pre-determined size. | ||
| # | ||
| # ROCm is currently affected by https://github.com/NixOS/nixpkgs/issues/276846 | ||
| # | ||
| # Expected image sizes: | ||
| # - cpu/blas: 150M, | ||
| # - cuda, all gencodes: 560M, | ||
| diskSize = 4096 + optionalInt llama-cpp.useRocm 16384; | ||
| memSize = diskSize; | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,127 @@ | ||
| # Server build and tests | ||
| name: Server | ||
|
|
||
| on: | ||
| workflow_dispatch: # allows manual triggering | ||
| push: | ||
| branches: | ||
| - master | ||
| - test/server-add-ci-test # FIXME remove | ||
| paths: ['.github/workflows/**', '**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'examples/server/**.*'] | ||
| pull_request: | ||
| types: [opened, synchronize, reopened] | ||
| paths: ['**/CMakeLists.txt', '**/Makefile', '**/*.h', '**/*.hpp', '**/*.c', '**/*.cpp', '**/*.cu', '**/*.swift', '**/*.m', 'examples/server/**.*'] | ||
|
|
||
| jobs: | ||
| server: | ||
| runs-on: ubuntu-latest | ||
|
|
||
| strategy: | ||
| matrix: | ||
| build: [noavx, avx2, avx, avx512, cublas, clblast, openblas, kompute, vulkan] | ||
| sanitizer: [ADDRESS, THREAD, UNDEFINED] | ||
| build_type: [Debug, Release] | ||
| include: | ||
| - build: 'noavx' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF' | ||
| image: ubuntu:latest | ||
| - build: 'avx2' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON' | ||
| image: ubuntu:latest | ||
| - build: 'avx' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX2=OFF' | ||
| image: ubuntu:latest | ||
| - build: 'avx512' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX512=ON' | ||
| image: ubuntu:latest | ||
| experimental: true | ||
| - build: 'cublas' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_CUBLAS=ON' | ||
| image: nvidia/cuda:12.3.1-devel-ubuntu22.04 | ||
| arch_not_available: true # require nvidia docker engine | ||
| - build: 'clblast' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_CLBLAST=ON' | ||
| image: ubuntu:latest | ||
| arch_not_available: true | ||
| - build: 'openblas' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS' | ||
| image: ubuntu:latest | ||
| - build: 'kompute' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_KOMPUTE=ON -DKOMPUTE_OPT_DISABLE_VULKAN_VERSION_CHECK=ON' | ||
| image: ubuntu:latest | ||
| arch_not_available: true | ||
| - build: 'vulkan' | ||
| defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_VULKAN=ON' | ||
| image: ubuntu:latest | ||
| arch_not_available: true | ||
|
|
||
| container: | ||
| image: ${{ matrix.image }} | ||
| ports: | ||
| - 8888 | ||
| options: --cpus 4 | ||
|
|
||
| steps: | ||
| - name: Clone | ||
| id: checkout | ||
| uses: actions/checkout@v3 | ||
|
|
||
| - name: Dependencies | ||
| id: depends | ||
| run: | | ||
| apt-get update | ||
| apt-get -y install \ | ||
| build-essential \ | ||
| pkg-config \ | ||
| git \ | ||
| cmake \ | ||
| python3-pip \ | ||
| wget \ | ||
| psmisc | ||
| - name: Download CLBlast | ||
| id: get_clblast | ||
| if: ${{ matrix.build == 'clblast' }} | ||
| run: | | ||
| apt install -y libclblast-dev | ||
| - name: Download OpenBLAS | ||
| id: get_openblas | ||
| if: ${{ matrix.build == 'openblas' }} | ||
| run: | | ||
| apt-get -y install libopenblas-dev | ||
| - name: Install Vulkan SDK | ||
| id: get_vulkan | ||
| if: ${{ matrix.build == 'kompute' || matrix.build == 'vulkan' }} | ||
| run: | | ||
| wget -qO- https://packages.lunarg.com/lunarg-signing-key-pub.asc | tee /etc/apt/trusted.gpg.d/lunarg.asc | ||
| wget -qO /etc/apt/sources.list.d/lunarg-vulkan-jammy.list http://packages.lunarg.com/vulkan/lunarg-vulkan-jammy.list | ||
| apt-get update | ||
| apt-get -y install vulkan-sdk | ||
| - name: Build | ||
| id: cmake_build | ||
| run: | | ||
| mkdir build | ||
| cd build | ||
| cmake .. -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }} ${{ matrix.defines }} | ||
| cmake --build . --config ${{ matrix.build_type }} -j $(nproc) --target server | ||
| - name: Tests dependencies | ||
| id: test_dependencies | ||
| run: | | ||
| pip install -r examples/server/tests/requirements.txt | ||
| - name: Download models | ||
| id: download_models | ||
| run: | | ||
| cd examples/server/tests | ||
| ../../../scripts/hf.sh --repo ggml-org/models --file tinyllamas/stories260K.gguf | ||
| - name: Tests | ||
| id: server_integration_test | ||
| continue-on-error: ${{ matrix.experimental || matrix.arch_not_available }} | ||
| run: | | ||
| cd examples/server/tests | ||
| PORT=8888 ./tests.sh |
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