FROM intel/oneapi-basekit:2024.0.1-devel-ubuntu22.04 ARG http_proxy ARG https_proxy ENV TZ=Asia/Shanghai ENV PYTHONUNBUFFERED=1 ENV USE_XETLA=OFF ENV SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1 COPY chat.py /llm/chat.py # Disable pip's cache behavior ARG PIP_NO_CACHE_DIR=false RUN curl -fsSL https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB | gpg --dearmor | tee /usr/share/keyrings/intel-oneapi-archive-keyring.gpg && \ echo "deb [signed-by=/usr/share/keyrings/intel-oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main " > /etc/apt/sources.list.d/oneAPI.list && \ apt-get update && \ apt-get install -y curl wget git gnupg gpg-agent && \ wget -qO - https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor --output /usr/share/keyrings/intel-graphics.gpg && \ echo 'deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/graphics/ubuntu jammy arc' | tee /etc/apt/sources.list.d/intel.gpu.jammy.list && \ rm /etc/apt/sources.list.d/intel-graphics.list && \ # Install PYTHON 3.9 and BigDL-LLM[xpu] ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone && \ env DEBIAN_FRONTEND=noninteractive apt-get update && \ apt install software-properties-common libunwind8-dev vim less -y && \ add-apt-repository ppa:deadsnakes/ppa -y && \ apt-get install -y python3.9 git curl wget && \ rm /usr/bin/python3 && \ ln -s /usr/bin/python3.9 /usr/bin/python3 && \ ln -s /usr/bin/python3 /usr/bin/python && \ apt-get install -y python3-pip python3.9-dev python3-wheel python3.9-distutils && \ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \ # Install FastChat from source requires PEP 660 support python3 get-pip.py && \ rm get-pip.py && \ pip install --upgrade requests argparse urllib3 && \ pip install --pre --upgrade bigdl-llm[xpu_2.1] -f https://developer.intel.com/ipex-whl-stable-xpu && \ pip install transformers_stream_generator einops tiktoken && \ # Install opencl-related repos apt-get update && \ apt-get install -y intel-opencl-icd intel-level-zero-gpu=1.3.26241.33-647~22.04 level-zero level-zero-dev --allow-downgrades && \ # Install related libary of chat.py pip install --upgrade colorama && \ # Install vllm dependencies pip install --upgrade fastapi && \ pip install --upgrade "uvicorn[standard]" && \ # Download vLLM-Serving git clone https://github.com/intel-analytics/BigDL && \ cp -r ./BigDL/python/llm/example/GPU/vLLM-Serving/ ./vLLM-Serving && \ rm -rf ./BigDL