250 lines
11 KiB
Docker
250 lines
11 KiB
Docker
ARG GOLANG_VERSION=1.22.8
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ARG CMAKE_VERSION=3.22.1
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ARG CUDA_VERSION_11=11.3.1
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ARG CUDA_V11_ARCHITECTURES="50;52;53;60;61;62;70;72;75;80;86"
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ARG CUDA_VERSION_12=12.4.0
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ARG CUDA_V12_ARCHITECTURES="60;61;62;70;72;75;80;86;87;89;90;90a"
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ARG ROCM_VERSION=6.1.2
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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:$CUDA_VERSION_11-devel-centos7 AS cuda-11-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH=/opt/rh/devtoolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG CUDA_V11_ARCHITECTURES
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ENV GOARCH=amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 \
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OLLAMA_SKIP_CPU_GENERATE=1 \
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CMAKE_CUDA_ARCHITECTURES="${CUDA_V11_ARCHITECTURES}" \
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CUDA_VARIANT="_v11" \
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bash gen_linux.sh
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FROM --platform=linux/amd64 nvidia/cuda:$CUDA_VERSION_12-devel-centos7 AS cuda-12-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH=/opt/rh/devtoolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG CUDA_V12_ARCHITECTURES
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ENV GOARCH=amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 \
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OLLAMA_SKIP_CPU_GENERATE=1 \
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CMAKE_CUDA_ARCHITECTURES="${CUDA_V12_ARCHITECTURES}" \
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CUDA_VARIANT="_v12" \
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OLLAMA_CUSTOM_CUDA_DEFS="-DGGML_CUDA_USE_GRAPHS=on" \
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bash gen_linux.sh
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FROM --platform=linux/arm64 nvidia/cuda:$CUDA_VERSION_11-devel-rockylinux8 AS cuda-11-build-runner-arm64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH=/opt/rh/gcc-toolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG CUDA_V11_ARCHITECTURES
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ENV GOARCH=arm64
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RUN OLLAMA_SKIP_STATIC_GENERATE=1 \
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OLLAMA_SKIP_CPU_GENERATE=1 \
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CMAKE_CUDA_ARCHITECTURES="${CUDA_V11_ARCHITECTURES}" \
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CUDA_VARIANT="_v11" \
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bash gen_linux.sh
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FROM --platform=linux/arm64 nvidia/cuda:$CUDA_VERSION_12-devel-rockylinux8 AS cuda-12-build-runner-arm64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH=/opt/rh/gcc-toolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG CUDA_V12_ARCHITECTURES
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ENV GOARCH=arm64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 \
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OLLAMA_SKIP_CPU_GENERATE=1 \
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CMAKE_CUDA_ARCHITECTURES="${CUDA_V12_ARCHITECTURES}" \
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CUDA_VARIANT="_v12" \
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OLLAMA_CUSTOM_CUDA_DEFS="-DGGML_CUDA_USE_GRAPHS=on" \
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bash gen_linux.sh
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FROM --platform=linux/amd64 rocm/dev-centos-7:${ROCM_VERSION}-complete AS rocm-build-amd64
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ARG CMAKE_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
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ENV PATH=/opt/rh/devtoolset-10/root/usr/bin:$PATH
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ENV LIBRARY_PATH=/opt/amdgpu/lib64
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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ARG CGO_CFLAGS
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ARG AMDGPU_TARGETS
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ENV GOARCH=amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_SKIP_CPU_GENERATE=1 bash gen_linux.sh
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RUN mkdir -p ../../dist/linux-amd64-rocm/lib/ollama && \
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(cd /opt/rocm/lib && tar cf - rocblas/library) | (cd ../../dist/linux-amd64-rocm/lib/ollama && tar xf - )
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FROM --platform=linux/amd64 centos:7 AS cpu-builder-amd64
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ARG CMAKE_VERSION
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ARG GOLANG_VERSION
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COPY ./scripts/rh_linux_deps.sh /
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RUN CMAKE_VERSION=${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/ollama/ollama/
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ARG OLLAMA_CUSTOM_CPU_DEFS
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ARG CGO_CFLAGS
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ENV GOARCH=amd64
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu-build-amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu" bash gen_linux.sh
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx-build-amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu_avx" bash gen_linux.sh
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FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx2-build-amd64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu_avx2" bash gen_linux.sh
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FROM --platform=linux/arm64 rockylinux:8 AS cpu-builder-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/gcc-toolset-10/root/usr/bin:$PATH
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COPY --from=llm-code / /go/src/github.com/ollama/ollama/
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ARG OLLAMA_CUSTOM_CPU_DEFS
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ARG CGO_CFLAGS
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ENV GOARCH=arm64
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WORKDIR /go/src/github.com/ollama/ollama/llm/generate
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FROM --platform=linux/arm64 cpu-builder-arm64 AS cpu-build-arm64
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RUN --mount=type=cache,target=/root/.ccache \
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OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu" bash gen_linux.sh
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# Intermediate stages 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/ollama/ollama
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COPY . .
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COPY --from=cpu_avx-build-amd64 /go/src/github.com/ollama/ollama/build/ build/
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COPY --from=cpu_avx2-build-amd64 /go/src/github.com/ollama/ollama/build/ build/
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COPY --from=cuda-11-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
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COPY --from=cuda-11-build-amd64 /go/src/github.com/ollama/ollama/build/ build/
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COPY --from=cuda-12-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
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COPY --from=cuda-12-build-amd64 /go/src/github.com/ollama/ollama/build/ build/
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COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
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COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/build/ build/
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN --mount=type=cache,target=/root/.ccache \
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go build -trimpath -o dist/linux-amd64/bin/ollama .
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RUN cd dist/linux-$GOARCH && \
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tar --exclude runners -cf - . | pigz --best > ../ollama-linux-$GOARCH.tgz
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RUN cd dist/linux-$GOARCH-rocm && \
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tar -cf - . | pigz --best > ../ollama-linux-$GOARCH-rocm.tgz
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FROM --platform=linux/arm64 cpu-build-arm64 AS build-arm64
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ENV CGO_ENABLED=1
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ARG GOLANG_VERSION
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WORKDIR /go/src/github.com/ollama/ollama
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COPY . .
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COPY --from=cuda-11-build-runner-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
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COPY --from=cuda-11-build-runner-arm64 /go/src/github.com/ollama/ollama/build/ build/
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COPY --from=cuda-12-build-runner-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
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COPY --from=cuda-12-build-runner-arm64 /go/src/github.com/ollama/ollama/build/ build/
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN --mount=type=cache,target=/root/.ccache \
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go build -trimpath -o dist/linux-arm64/bin/ollama .
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RUN cd dist/linux-$GOARCH && \
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tar --exclude runners -cf - . | pigz --best > ../ollama-linux-$GOARCH.tgz
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FROM --platform=linux/amd64 scratch AS dist-amd64
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COPY --from=build-amd64 /go/src/github.com/ollama/ollama/dist/ollama-linux-*.tgz /
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FROM --platform=linux/arm64 scratch AS dist-arm64
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COPY --from=build-arm64 /go/src/github.com/ollama/ollama/dist/ollama-linux-*.tgz /
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FROM dist-$TARGETARCH as dist
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# Optimized container images do not cary nested payloads
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FROM --platform=linux/amd64 cpu-builder-amd64 AS container-build-amd64
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WORKDIR /go/src/github.com/ollama/ollama
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COPY . .
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN --mount=type=cache,target=/root/.ccache \
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go build -trimpath -o dist/linux-amd64/bin/ollama .
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FROM --platform=linux/arm64 cpu-builder-arm64 AS container-build-arm64
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WORKDIR /go/src/github.com/ollama/ollama
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COPY . .
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ARG GOFLAGS
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ARG CGO_CFLAGS
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RUN --mount=type=cache,target=/root/.ccache \
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go build -trimpath -o dist/linux-arm64/bin/ollama .
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FROM --platform=linux/amd64 ubuntu:22.04 AS runtime-amd64
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RUN apt-get update && \
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apt-get install -y ca-certificates && \
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apt-get clean && rm -rf /var/lib/apt/lists/*
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COPY --from=container-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/bin/ /bin/
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COPY --from=cpu-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cpu_avx-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cpu_avx2-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cuda-11-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cuda-12-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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FROM --platform=linux/arm64 ubuntu:22.04 AS runtime-arm64
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RUN apt-get update && \
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apt-get install -y ca-certificates && \
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apt-get clean && rm -rf /var/lib/apt/lists/*
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COPY --from=container-build-arm64 /go/src/github.com/ollama/ollama/dist/linux-arm64/bin/ /bin/
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COPY --from=cpu-build-arm64 /go/src/github.com/ollama/ollama/dist/linux-arm64/lib/ /lib/
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COPY --from=cuda-11-build-runner-arm64 /go/src/github.com/ollama/ollama/dist/linux-arm64/lib/ /lib/
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COPY --from=cuda-12-build-runner-arm64 /go/src/github.com/ollama/ollama/dist/linux-arm64/lib/ /lib/
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# ROCm libraries larger so we keep it distinct from the CPU/CUDA image
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FROM --platform=linux/amd64 ubuntu:22.04 AS runtime-rocm
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# Frontload the rocm libraries which are large, and rarely change to increase chance of a common layer
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# across releases
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COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64-rocm/lib/ /lib/
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RUN apt-get update && \
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apt-get install -y ca-certificates && \
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apt-get clean && rm -rf /var/lib/apt/lists/*
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COPY --from=container-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/bin/ /bin/
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COPY --from=cpu-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cpu_avx-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=cpu_avx2-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/lib/ /lib/
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EXPOSE 11434
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ENV OLLAMA_HOST=0.0.0.0
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ENTRYPOINT ["/bin/ollama"]
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CMD ["serve"]
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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
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ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
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ENV NVIDIA_VISIBLE_DEVICES=all
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ENTRYPOINT ["/bin/ollama"]
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CMD ["serve"]
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