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FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04
ARG LLAMA_CPP_VERSION="v0.1.53"
ARG CMAKE_VERSION=3.26
ARG CMAKE_VERSION_PATCH=3.26.3
ARG CMAKE_OS=linux
ARG DEBIAN_FRONTEND=noninteractive
ENV TZ=UTC
RUN apt-get update && \
apt-get install --no-install-recommends -y \
curl git vim build-essential software-properties-common python3 python3-pip python3-dev python3-venv \
libffi-dev libncurses5-dev zlib1g zlib1g-dev libreadline-dev libbz2-dev libsqlite3-dev libssl-dev \
libblas-dev liblapack-dev cmake && \
add-apt-repository ppa:ubuntu-toolchain-r/test && \
apt-get update && \
apt install --no-install-recommends -y gcc-10 g++-10 && \
update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-10 100 --slave /usr/bin/g++ g++ /usr/bin/g++-10 --slave /usr/bin/gcov gcov /usr/bin/gcov-10 && \
rm -rf /var/lib/apt/lists/* && \
pip3 install scikit-build
RUN curl -L https://cmake.org/files/v$CMAKE_VERSION/cmake-$CMAKE_VERSION_PATCH-$CMAKE_OS-x86_64.sh -o /tmp/cmake-$CMAKE_VERSION_PATCH-$CMAKE_OS-x86_64.sh && \
mkdir /opt/cmake && \
sh /tmp/cmake-$CMAKE_VERSION_PATCH-$CMAKE_OS-x86_64.sh --skip-license --prefix=/opt/cmake && \
ln -s /opt/cmake/bin/cmake /usr/local/bin/cmake
RUN useradd -m -u 1000 appuser
WORKDIR /build
RUN chown appuser:appuser /build
USER appuser
ENV HOME /home/appuser
ENV PYENV_ROOT $HOME/.pyenv
ENV PATH $PYENV_ROOT/shims:$PYENV_ROOT/bin:$PATH
RUN git clone --depth 1 --branch $LLAMA_CPP_VERSION https://github.com/abetlen/llama-cpp-python.git /build
RUN git clone https://github.com/ggerganov/llama.cpp.git /build/vendor/llama.cpp
RUN curl https://pyenv.run | bash
RUN pyenv install 3.8.9 && \
pyenv global 3.8.9 && \
pyenv rehash && \
pip install --no-cache-dir --upgrade pip==22.3.1 setuptools wheel && \
pip install --no-cache-dir datasets "huggingface-hub>=0.12.1" "protobuf<4" "click<8.1" "scikit-build" && \
CMAKE_ARGS="-DLLAMA_CUBLAS=on" FORCE_CMAKE=1 python3 setup.py bdist_wheel && \
mkdir /build/dists/ && \
cp dist/llama_cpp_python-${LLAMA_CPP_VERSION}-cp38-cp38-linux_x86_64.whl dists/llama_cpp_python-gpu-${LLAMA_CPP_VERSION}-cp38-cp38-linux_x86_64.whl && \
CMAKE_ARGS="-DLLAMA_CUBLAS=off" FORCE_CMAKE=1 python3 setup.py bdist_wheel && \
cp dist/llama_cpp_python-${LLAMA_CPP_VERSION}-cp38-cp38-linux_x86_64.whl dists/llama_cpp_python-cpu-${LLAMA_CPP_VERSION}-cp38-cp38-linux_x86_64.whl && \
ls -l /build/dists/
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