mirror of
https://github.com/kvcache-ai/ktransformers.git
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404ad39a04
- Add Dockerfile.xpu for oneAPI-based container - Create Docker_xpu.md with usage instructions - Update xpu.md to include Docker guide
68 lines
2 KiB
Text
68 lines
2 KiB
Text
# Base image
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FROM intel/oneapi-basekit:2025.0.1-0-devel-ubuntu22.04
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ARG http_proxy
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ARG https_proxy
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ENV DEBIAN_FRONTEND=noninteractive
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ENV CONDA_DIR=/opt/conda
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# Install dependencies
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RUN apt-get update && apt-get install -y \
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wget \
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curl \
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bash \
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git \
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vim \
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ca-certificates \
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binutils \
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cmake \
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g++ \
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&& rm -rf /var/lib/apt/lists/*
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# Install Miniforge
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RUN wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh -O /tmp/miniforge.sh && \
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bash /tmp/miniforge.sh -b -p $CONDA_DIR && \
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rm /tmp/miniforge.sh && \
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$CONDA_DIR/bin/conda clean -afy
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# Add conda to PATH
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ENV PATH=$CONDA_DIR/bin:$PATH
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RUN bash -c "\
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source /opt/conda/etc/profile.d/conda.sh && \
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conda create --name ktransformers python=3.11 -y && \
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conda activate ktransformers && \
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conda env list && \
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conda install -c conda-forge libstdcxx-ng -y && \
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strings \$(find /opt/conda/envs/ktransformers/lib -name 'libstdc++.so.6') | grep GLIBCXX | grep 3.4.32 \
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"
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RUN bash -c "\
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source /opt/conda/etc/profile.d/conda.sh && \
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conda activate ktransformers && \
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pip install ipex-llm[xpu_2.6]==2.3.0b20250518 --extra-index-url https://download.pytorch.org/whl/xpu && \
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pip uninstall -y torch torchvision torchaudio && \
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pip install torch==2.7+xpu torchvision torchaudio --index-url https://download.pytorch.org/whl/test/xpu && \
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pip uninstall -y intel-opencl-rt dpcpp-cpp-rt && \
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pip list \
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"
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# Clone and set up ktransformers repo
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RUN bash -c "\
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source $CONDA_DIR/etc/profile.d/conda.sh && \
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conda activate ktransformers && \
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git clone https://github.com/kvcache-ai/ktransformers.git && \
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cd ktransformers && \
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git submodule update --init && \
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sed -i 's/torch\.xpu\.is_available()/True/g' setup.py && \
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bash install.sh --dev xpu \
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"
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# Init conda and prepare bashrc
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RUN conda init bash && \
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echo "source $CONDA_DIR/etc/profile.d/conda.sh" >> ~/.bashrc && \
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echo "conda activate ktransformers" >> ~/.bashrc
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WORKDIR /ktransformers/
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CMD ["bash"]
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