29bf28bd6f
* install python 3.11 for cpu-inference docker image * update xpu-inference dockerfile * update cpu-serving image * update qlora image * update lora image * update document
53 lines
2.7 KiB
Docker
53 lines
2.7 KiB
Docker
FROM intel/oneapi-basekit:2024.0.1-devel-ubuntu22.04
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ARG http_proxy
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ARG https_proxy
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ENV TZ=Asia/Shanghai
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ENV PYTHONUNBUFFERED=1
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ENV USE_XETLA=OFF
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ENV SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
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COPY chat.py /llm/chat.py
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# Disable pip's cache behavior
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ARG PIP_NO_CACHE_DIR=false
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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 && \
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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 && \
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apt-get update && \
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apt-get install -y curl wget git gnupg gpg-agent && \
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wget -qO - https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor --output /usr/share/keyrings/intel-graphics.gpg && \
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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 && \
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rm /etc/apt/sources.list.d/intel-graphics.list && \
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# Install PYTHON 3.11 and IPEX-LLM[xpu]
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ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone && \
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env DEBIAN_FRONTEND=noninteractive apt-get update && \
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apt install software-properties-common libunwind8-dev vim less -y && \
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add-apt-repository ppa:deadsnakes/ppa -y && \
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apt-get install -y python3.11 git curl wget && \
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rm /usr/bin/python3 && \
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ln -s /usr/bin/python3.11 /usr/bin/python3 && \
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ln -s /usr/bin/python3 /usr/bin/python && \
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apt-get install -y python3-pip python3.11-dev python3-wheel python3.11-distutils && \
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curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \
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# Install FastChat from source requires PEP 660 support
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python3 get-pip.py && \
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rm get-pip.py && \
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pip install --upgrade requests argparse urllib3 && \
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pip install --pre --upgrade ipex-llm[xpu] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/ && \
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# Fix Trivy CVE Issues
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pip install transformers==4.36.2 && \
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pip install transformers_stream_generator einops tiktoken && \
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# Install opencl-related repos
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apt-get update && \
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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 && \
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# Install related libary of chat.py
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pip install --upgrade colorama && \
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# Install vllm dependencies
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pip install --upgrade fastapi && \
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pip install --upgrade "uvicorn[standard]" && \
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# Download vLLM-Serving
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git clone https://github.com/intel-analytics/IPEX-LLM && \
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cp -r ./IPEX-LLM/python/llm/example/GPU/vLLM-Serving/ ./vLLM-Serving && \
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rm -rf ./IPEX-LLM
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