Benson Wong
916d13f5bd
Add Docker build scripts for a unified cuda docker container with llama-server, stable-diffusion.cpp, whisper.cpp.
122 lines
4.5 KiB
Docker
122 lines
4.5 KiB
Docker
# Unified multi-stage Dockerfile for CUDA-accelerated AI inference tools
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# Includes: llama.cpp, whisper.cpp, stable-diffusion.cpp, llama-swap
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#
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# Usage:
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# docker buildx build -t llama-swap:unified .
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#
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# Each project has its own install script that handles cloning, building,
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# and installing binaries. Build stages are independent for cache efficiency.
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# Builder base: CUDA devel image with build tools
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FROM nvidia/cuda:12.4.0-devel-ubuntu22.04 AS builder-base
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ENV DEBIAN_FRONTEND=noninteractive
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ENV CMAKE_CUDA_ARCHITECTURES="60;61;75;86;89"
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ENV CCACHE_DIR=/ccache
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ENV CCACHE_MAXSIZE=2G
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ENV PATH="/usr/lib/ccache:${PATH}"
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential cmake git python3 python3-pip libssl-dev \
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curl ca-certificates ccache make wget \
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&& rm -rf /var/lib/apt/lists/*
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WORKDIR /build
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# Build whisper.cpp (fastest build, run first)
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FROM builder-base AS whisper-build
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ARG WHISPER_COMMIT_HASH=master
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COPY install-whisper.sh /build/
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RUN --mount=type=cache,id=ccache-cuda,target=/ccache \
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--mount=type=cache,id=whisper-cuda,target=/src/whisper.cpp/build \
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bash /build/install-whisper.sh "${WHISPER_COMMIT_HASH}"
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# Build stable-diffusion.cpp
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FROM builder-base AS sd-build
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ARG SD_COMMIT_HASH=master
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COPY install-sd.sh /build/
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RUN --mount=type=cache,id=ccache-cuda,target=/ccache \
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--mount=type=cache,id=sd-cuda,target=/src/stable-diffusion.cpp/build \
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bash /build/install-sd.sh "${SD_COMMIT_HASH}"
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# Build llama.cpp (slowest build, run last)
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FROM builder-base AS llama-build
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ARG LLAMA_COMMIT_HASH=master
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COPY install-llama.sh /build/
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RUN --mount=type=cache,id=ccache-cuda,target=/ccache \
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--mount=type=cache,id=llama-cuda,target=/src/llama.cpp/build \
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bash /build/install-llama.sh "${LLAMA_COMMIT_HASH}"
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# Download llama-swap release binary
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FROM builder-base AS llama-swap-download
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ARG LS_VERSION=latest
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COPY install-llama-swap.sh /build/
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RUN bash /build/install-llama-swap.sh "${LS_VERSION}"
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# Runtime image (no build tooling)
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FROM nvidia/cuda:12.4.0-runtime-ubuntu22.04 AS runtime
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ARG LLAMA_COMMIT_HASH=unknown
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ARG WHISPER_COMMIT_HASH=unknown
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ARG SD_COMMIT_HASH=unknown
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ENV DEBIAN_FRONTEND=noninteractive
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ENV LD_LIBRARY_PATH="/usr/local/cuda/lib64:${LD_LIBRARY_PATH}"
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ENV PATH="/usr/local/bin:${PATH}"
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RUN apt-get update && apt-get install -y --no-install-recommends \
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libgomp1 python3 python3-pip curl ca-certificates git \
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&& rm -rf /var/lib/apt/lists/*
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# CUDA stub drivers for container compatibility
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COPY --from=builder-base /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so
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COPY --from=builder-base /usr/local/cuda/lib64/stubs/libcuda.so /usr/local/cuda/lib64/stubs/libcuda.so.1
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RUN pip3 install --no-cache-dir numpy sentencepiece
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WORKDIR /app
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# Copy whisper.cpp binaries and libraries
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COPY --from=whisper-build /install/bin/whisper-server /usr/local/bin/
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COPY --from=whisper-build /install/bin/whisper-cli /usr/local/bin/
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COPY --from=whisper-build /install/lib/ /usr/local/lib/
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# Copy stable-diffusion.cpp binaries and libraries
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COPY --from=sd-build /install/bin/sd-server /usr/local/bin/
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COPY --from=sd-build /install/bin/sd-cli /usr/local/bin/
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COPY --from=sd-build /install/lib/ /usr/local/lib/
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# Copy llama.cpp binaries and libraries
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COPY --from=llama-build /install/bin/llama-server /usr/local/bin/
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COPY --from=llama-build /install/bin/llama-cli /usr/local/bin/
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COPY --from=llama-build /install/lib/ /usr/local/lib/
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# Copy llama-swap binary
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COPY --from=llama-swap-download /install/bin/llama-swap /usr/local/bin/
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COPY --from=llama-swap-download /install/llama-swap-version /tmp/
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RUN ldconfig
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# Convenience symlinks
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RUN ln -sf /usr/local/bin/llama-cli /usr/local/bin/llama && \
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ln -sf /usr/local/bin/whisper-cli /usr/local/bin/whisper && \
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ln -sf /usr/local/bin/sd-cli /usr/local/bin/stable-diffusion
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# Validate all binaries exist
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RUN set -e && \
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for bin in llama-server llama-cli whisper-server whisper-cli sd-server sd-cli llama-swap; do \
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test -x /usr/local/bin/$bin || { echo "FATAL: $bin missing from /usr/local/bin"; exit 1; }; \
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done && \
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echo "All binaries validated successfully"
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# Version tracking
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RUN echo "llama.cpp: ${LLAMA_COMMIT_HASH}" > /versions.txt && \
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echo "whisper.cpp: ${WHISPER_COMMIT_HASH}" >> /versions.txt && \
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echo "stable-diffusion.cpp: ${SD_COMMIT_HASH}" >> /versions.txt && \
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echo "llama-swap: $(cat /tmp/llama-swap-version)" >> /versions.txt && \
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echo "backend: cuda" >> /versions.txt && \
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echo "build_timestamp: $(date -u +%Y-%m-%dT%H:%M:%SZ)" >> /versions.txt
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WORKDIR /models
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CMD ["bash"]
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