Dockerfile

ARG GOLANG_VERSION=1.22.5
ARG CMAKE_VERSION=3.22.1
ARG CUDA_VERSION_11=11.3.1
ARG CUDA_V11_ARCHITECTURES="50;52;53;60;61;62;70;72;75;80;86"
ARG CUDA_VERSION_12=12.4.0
ARG CUDA_V12_ARCHITECTURES="60;61;62;70;72;75;80;86;87;89;90;90a"
ARG ROCM_VERSION=6.1.2
ARG JETPACK_6=r36.2.0
ARG JETPACK_5=r35.4.1
ARG JETPACK_4=r32.7.1

# Copy the minimal context we need to run the generate scripts
FROM scratch AS llm-code
COPY .git .git
COPY .gitmodules .gitmodules
COPY llm llm

FROM --platform=linux/amd64 nvidia/cuda:$CUDA_VERSION_11-devel-centos7 AS cuda-11-build-amd64
ARG CMAKE_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ARG CUDA_V11_ARCHITECTURES
ENV GOARCH amd64 
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CMAKE_CUDA_ARCHITECTURES="${CUDA_V11_ARCHITECTURES}" \
    CUDA_VARIANT="_v11" \
    bash gen_linux.sh

FROM --platform=linux/amd64 nvidia/cuda:$CUDA_VERSION_12-devel-centos7 AS cuda-12-build-amd64
ARG CMAKE_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ARG CUDA_V12_ARCHITECTURES
ENV GOARCH amd64 
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CMAKE_CUDA_ARCHITECTURES="${CUDA_V12_ARCHITECTURES}" \
    CUDA_VARIANT="_v12" \
    OLLAMA_CUSTOM_CUDA_DEFS="-DGGML_CUDA_USE_GRAPHS=on" \
    bash gen_linux.sh

FROM --platform=linux/arm64 nvidia/cuda:$CUDA_VERSION_11-devel-rockylinux8 AS cuda-11-build-server-arm64
ARG CMAKE_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/gcc-toolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ARG CUDA_V11_ARCHITECTURES
ENV GOARCH arm64 
RUN OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CMAKE_CUDA_ARCHITECTURES="${CUDA_V11_ARCHITECTURES}" \
    CUDA_VARIANT="_v11" \
    bash gen_linux.sh

FROM --platform=linux/arm64 nvidia/cuda:$CUDA_VERSION_12-devel-rockylinux8 AS cuda-12-build-server-arm64
ARG CMAKE_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/gcc-toolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ARG CUDA_V12_ARCHITECTURES
ENV GOARCH arm64 
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CMAKE_CUDA_ARCHITECTURES="${CUDA_V12_ARCHITECTURES}" \
    CUDA_VARIANT="_v12" \
    OLLAMA_CUSTOM_CUDA_DEFS="-DGGML_CUDA_USE_GRAPHS=on" \
    bash gen_linux.sh

FROM --platform=linux/arm64 nvcr.io/nvidia/l4t-jetpack:${JETPACK_6} AS cuda-build-jetpack6-arm64
ARG CMAKE_VERSION
RUN apt-get update && apt-get install -y git curl && \
    curl -s -L https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/cmake-${CMAKE_VERSION}-linux-$(uname -m).tar.gz | tar -zx -C /usr --strip-components 1
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ENV GOARCH arm64
ENV LIBRARY_PATH /usr/local/cuda/lib64/stubs
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CUDA_VARIANT="_jetpack6" \
    CUDA_DIST_DIR="/go/src/github.com/ollama/ollama/dist/linux-arm64/ollama_libs/cuda_jetpack6" \
    CMAKE_CUDA_ARCHITECTURES="87" \
    bash gen_linux.sh

FROM --platform=linux/arm64 nvcr.io/nvidia/l4t-jetpack:${JETPACK_5} AS cuda-build-jetpack5-arm64
ARG CMAKE_VERSION
RUN apt-get update && apt-get install -y git curl && \
    curl -s -L https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/cmake-${CMAKE_VERSION}-linux-$(uname -m).tar.gz | tar -zx -C /usr --strip-components 1
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ENV GOARCH arm64
ENV LIBRARY_PATH /usr/local/cuda/lib64/stubs
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 \
    OLLAMA_SKIP_CPU_GENERATE=1 \
    CUDA_VARIANT="_jetpack5" \
    CUDA_DIST_DIR="/go/src/github.com/ollama/ollama/dist/linux-arm64/ollama_libs/cuda_jetpack5" \
    CMAKE_CUDA_ARCHITECTURES="72;87" \
    bash gen_linux.sh

FROM --platform=linux/amd64 rocm/dev-centos-7:${ROCM_VERSION}-complete AS rocm-build-amd64
ARG CMAKE_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
ENV LIBRARY_PATH /opt/amdgpu/lib64
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
WORKDIR /go/src/github.com/ollama/ollama/llm/generate
ARG CGO_CFLAGS
ARG AMDGPU_TARGETS
ENV GOARCH amd64 
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_SKIP_CPU_GENERATE=1 bash gen_linux.sh
RUN mkdir -p ../../dist/linux-amd64/ollama_libs && \
    (cd /opt/rocm/lib && tar cf - rocblas/library) | (cd ../../dist/linux-amd64/ollama_libs && tar xf - )

FROM --platform=linux/amd64 centos:7 AS cpu-builder-amd64
ARG CMAKE_VERSION
ARG GOLANG_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} GOLANG_VERSION=${GOLANG_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
ARG OLLAMA_CUSTOM_CPU_DEFS
ARG CGO_CFLAGS
ENV GOARCH amd64 
WORKDIR /go/src/github.com/ollama/ollama/llm/generate

FROM --platform=linux/amd64 cpu-builder-amd64 AS static-build-amd64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_CPU_TARGET="static" bash gen_linux.sh
FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu-build-amd64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu" bash gen_linux.sh
FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx-build-amd64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu_avx" bash gen_linux.sh
FROM --platform=linux/amd64 cpu-builder-amd64 AS cpu_avx2-build-amd64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu_avx2" bash gen_linux.sh

FROM --platform=linux/arm64 rockylinux:8 AS cpu-builder-arm64
ARG CMAKE_VERSION
ARG GOLANG_VERSION
COPY ./scripts/rh_linux_deps.sh /
RUN CMAKE_VERSION=${CMAKE_VERSION} GOLANG_VERSION=${GOLANG_VERSION} sh /rh_linux_deps.sh
ENV PATH /opt/rh/gcc-toolset-10/root/usr/bin:$PATH
COPY --from=llm-code / /go/src/github.com/ollama/ollama/
ARG OLLAMA_CUSTOM_CPU_DEFS
ARG CGO_CFLAGS
ENV GOARCH arm64
WORKDIR /go/src/github.com/ollama/ollama/llm/generate

FROM --platform=linux/arm64 cpu-builder-arm64 AS static-build-arm64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_CPU_TARGET="static" bash gen_linux.sh
FROM --platform=linux/arm64 cpu-builder-arm64 AS cpu-build-arm64
RUN --mount=type=cache,target=/root/.ccache \
    OLLAMA_SKIP_STATIC_GENERATE=1 OLLAMA_CPU_TARGET="cpu" bash gen_linux.sh


# Intermediate stage used for ./scripts/build_linux.sh
FROM --platform=linux/amd64 cpu-build-amd64 AS build-amd64
ENV CGO_ENABLED 1
WORKDIR /go/src/github.com/ollama/ollama
COPY . .
COPY --from=static-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cpu_avx-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cpu_avx2-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-11-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
COPY --from=cuda-11-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-12-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
COPY --from=cuda-12-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/dist/ dist/
COPY --from=rocm-build-amd64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
ARG GOFLAGS
ARG CGO_CFLAGS
RUN --mount=type=cache,target=/root/.ccache \
    go build -trimpath -o dist/linux-amd64/ollama .

# Intermediate stage used for ./scripts/build_linux.sh
FROM --platform=linux/arm64 cpu-build-arm64 AS build-arm64
ENV CGO_ENABLED 1
ARG GOLANG_VERSION
WORKDIR /go/src/github.com/ollama/ollama
COPY . .
COPY --from=static-build-arm64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-11-build-server-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
COPY --from=cuda-11-build-server-arm64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-12-build-server-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
COPY --from=cuda-12-build-server-arm64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
## arm binary += 381M 
COPY --from=cuda-build-jetpack6-arm64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-build-jetpack6-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
## arm binary += 330M
COPY --from=cuda-build-jetpack5-arm64 /go/src/github.com/ollama/ollama/llm/build/linux/ llm/build/linux/
COPY --from=cuda-build-jetpack5-arm64 /go/src/github.com/ollama/ollama/dist/ dist/
ARG GOFLAGS
ARG CGO_CFLAGS
RUN --mount=type=cache,target=/root/.ccache \
    go build -trimpath -o dist/linux-arm64/ollama .

# Runtime stages
FROM --platform=linux/amd64 ubuntu:22.04 as runtime-amd64
RUN apt-get update && apt-get install -y ca-certificates
COPY --from=build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/ollama /bin/ollama
FROM --platform=linux/arm64 ubuntu:22.04 as runtime-arm64
RUN apt-get update && apt-get install -y ca-certificates
COPY --from=build-arm64 /go/src/github.com/ollama/ollama/dist/linux-arm64/ollama /bin/ollama

# Radeon images are much larger so we keep it distinct from the CPU/CUDA image
FROM --platform=linux/amd64 rocm/dev-centos-7:${ROCM_VERSION}-complete as runtime-rocm
RUN update-pciids
COPY --from=build-amd64 /go/src/github.com/ollama/ollama/dist/linux-amd64/ollama /bin/ollama
EXPOSE 11434
ENV OLLAMA_HOST 0.0.0.0

ENTRYPOINT ["/bin/ollama"]
CMD ["serve"]

FROM runtime-$TARGETARCH
EXPOSE 11434
ENV OLLAMA_HOST 0.0.0.0
ENV PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
ENV NVIDIA_VISIBLE_DEVICES=all

ENTRYPOINT ["/bin/ollama"]
CMD ["serve"]