a34e1ad3cf
The size increase for rocm support in the standard image is problematic We'll revisit multiple tags for rocm support in a follow up PR.
127 lines
5.1 KiB
Docker
127 lines
5.1 KiB
Docker
ARG GOLANG_VERSION=1.21.3
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ARG CMAKE_VERSION=3.22.1
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ARG CUDA_VERSION=11.3.1
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# Copy the minimal context we need to run the generate scripts
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FROM scratch AS llm-code
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COPY .git .git
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COPY .gitmodules .gitmodules
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COPY llm llm
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FROM --platform=linux/amd64 nvidia/cuda:$CUDA_VERSION-devel-centos7 AS cuda-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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ARG CGO_CFLAGS
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RUN OLLAMA_SKIP_CPU_GENERATE=1 sh gen_linux.sh
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FROM --platform=linux/arm64 nvidia/cuda:$CUDA_VERSION-devel-rockylinux8 AS cuda-build-arm64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/gcc-toolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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ARG CGO_CFLAGS
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RUN OLLAMA_SKIP_CPU_GENERATE=1 sh gen_linux.sh
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FROM --platform=linux/amd64 rocm/dev-centos-7:5.7.1-complete AS rocm-5-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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ENV LIBRARY_PATH /opt/amdgpu/lib64
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG AMDGPU_TARGETS
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RUN OLLAMA_SKIP_CPU_GENERATE=1 sh gen_linux.sh
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FROM --platform=linux/amd64 rocm/dev-centos-7:6.0-complete AS rocm-6-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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ENV LIBRARY_PATH /opt/amdgpu/lib64
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG AMDGPU_TARGETS
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RUN OLLAMA_SKIP_CPU_GENERATE=1 sh gen_linux.sh
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FROM --platform=linux/amd64 centos:7 AS cpu-builder-amd64
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ARG CMAKE_VERSION
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ARG GOLANG_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} GOLANG_VERSION=${GOLANG_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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ARG OLLAMA_CUSTOM_CPU_DEFS
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ARG CGO_CFLAGS
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu-build-amd64
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RUN OLLAMA_CPU_TARGET="cpu" sh gen_linux.sh
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx-build-amd64
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RUN OLLAMA_CPU_TARGET="cpu_avx" sh gen_linux.sh
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx2-build-amd64
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RUN OLLAMA_CPU_TARGET="cpu_avx2" sh gen_linux.sh
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FROM --platform=linux/arm64 centos:7 AS cpu-build-arm64
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ARG CMAKE_VERSION
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ARG GOLANG_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} GOLANG_VERSION=${GOLANG_VERSION} sh /rh_linux_deps.sh
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ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/jmorganca/ollama/
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WORKDIR /go/src/github.com/jmorganca/ollama/llm/generate
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# Note, we only build the "base" CPU variant on arm since avx/avx2 are x86 features
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ARG OLLAMA_CUSTOM_CPU_DEFS
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ARG CGO_CFLAGS
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RUN OLLAMA_CPU_TARGET="cpu" sh gen_linux.sh
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# Intermediate stage used for ./scripts/build_linux.sh
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FROM --platform=linux/amd64 cpu-build-amd64 AS build-amd64
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ENV CGO_ENABLED 1
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WORKDIR /go/src/github.com/jmorganca/ollama
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COPY . .
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COPY --from=cpu_avx-build-amd64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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COPY --from=cpu_avx2-build-amd64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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COPY --from=cuda-build-amd64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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COPY --from=rocm-5-build-amd64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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COPY --from=rocm-6-build-amd64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN go build .
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# Intermediate stage used for ./scripts/build_linux.sh
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FROM --platform=linux/arm64 cpu-build-arm64 AS build-arm64
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ENV CGO_ENABLED 1
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ARG GOLANG_VERSION
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WORKDIR /go/src/github.com/jmorganca/ollama
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COPY . .
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COPY --from=cuda-build-arm64 /go/src/github.com/jmorganca/ollama/llm/llama.cpp/build/linux/ llm/llama.cpp/build/linux/
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN go build .
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# Runtime stages
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FROM --platform=linux/amd64 ubuntu:22.04 as runtime-amd64
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RUN apt-get update && apt-get install -y ca-certificates
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COPY --from=build-amd64 /go/src/github.com/jmorganca/ollama/ollama /bin/ollama
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FROM --platform=linux/arm64 ubuntu:22.04 as runtime-arm64
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RUN apt-get update && apt-get install -y ca-certificates
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COPY --from=build-arm64 /go/src/github.com/jmorganca/ollama/ollama /bin/ollama
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FROM runtime-$TARGETARCH
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EXPOSE 11434
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ENV OLLAMA_HOST 0.0.0.0
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ENV PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
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ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/opt/rocm/lib:
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ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
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ENTRYPOINT ["/bin/ollama"]
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CMD ["serve"]
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