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ARG CUDA_IMAGE="12.1.1-devel-ubuntu22.04" | |
FROM nvidia/cuda:${CUDA_IMAGE} | |
# We need to set the host to 0.0.0.0 to allow outside access | |
ENV HOST 0.0.0.0 | |
RUN useradd -m -u 1000 user | |
WORKDIR /home/user/app | |
COPY --link --chown=1000 ./ /home/user/app | |
RUN apt-get update && apt-get upgrade -y \ | |
&& apt-get install -y git git-lfs build-essential \ | |
python3 python3-pip gcc wget \ | |
ocl-icd-opencl-dev opencl-headers clinfo \ | |
libclblast-dev libopenblas-dev \ | |
&& mkdir -p /etc/OpenCL/vendors && echo "libnvidia-opencl.so.1" > /etc/OpenCL/vendors/nvidia.icd | |
# setting build related env vars | |
ENV CUDA_DOCKER_ARCH=all | |
ENV LLAMA_CUBLAS=1 | |
# Install depencencies | |
RUN python3 -m pip install --no-cache-dir --upgrade pip pytest cmake scikit-build setuptools fastapi uvicorn sse-starlette pydantic-settings starlette-context huggingface-hub==0.14.1 flask apscheduler | |
# Install llama-cpp-python (build with cuda) | |
RUN CMAKE_ARGS="-DLLAMA_CUBLAS=on" pip install --no-cache-dir llama-cpp-python | |
RUN git config --global user.email "amatenkov@ntr.ai" | |
RUN git config --global user.name "Andrew Matenkov" | |
EXPOSE 7860 | |
# Run the server | |
CMD python3 -m app |