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+ARG VERSION=0.0.0
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+
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+# centos7 amd64 dependencies
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+FROM --platform=linux/amd64 nvidia/cuda:11.8.0-devel-centos7 AS base-amd64
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+RUN yum install -y https://repo.ius.io/ius-release-el7.rpm centos-release-scl && \
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+ yum update -y && \
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+ yum install -y devtoolset-10-gcc devtoolset-10-gcc-c++ git236 wget
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+RUN wget "https://github.com/Kitware/CMake/releases/download/v3.27.6/cmake-3.27.6-linux-x86_64.sh" -O cmake-installer.sh && chmod +x cmake-installer.sh && ./cmake-installer.sh --skip-license --prefix=/usr/local
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+ENV PATH /opt/rh/devtoolset-10/root/usr/bin:$PATH
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+
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+# centos8 arm64 dependencies
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+FROM --platform=linux/arm64 nvidia/cuda:11.4.3-devel-centos8 AS base-arm64
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+RUN sed -i -e 's/mirrorlist/#mirrorlist/g' -e 's|#baseurl=http://mirror.centos.org|baseurl=http://vault.centos.org|g' /etc/yum.repos.d/CentOS-*
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+RUN yum install -y git cmake
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+
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+FROM base-${TARGETARCH}
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+ARG TARGETARCH
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+
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+# install go
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+ADD https://dl.google.com/go/go1.21.1.linux-$TARGETARCH.tar.gz /tmp/go1.21.1.tar.gz
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+RUN mkdir -p /usr/local && tar xz -C /usr/local </tmp/go1.21.1.tar.gz
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+
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+# build the final binary
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+WORKDIR /go/src/github.com/jmorganca/ollama
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+COPY . .
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+ENV GOARCH=$TARGETARCH
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+
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+RUN /usr/local/go/bin/go generate ./... && \
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+ /usr/local/go/bin/go build -ldflags "-X=github.com/jmorganca/ollama/version.Version=$VERSION -X=github.com/jmorganca/ollama/server.mode=release" .
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