FROM registry.baidubce.com/paddlepaddle/fastdeploy:llm-base-gcc12.3-cuda12.4-cudnn9-nccl2.15.5 WORKDIR /opt/output/ ENV LD_LIBRARY_PATH="/usr/local/cuda-12.4/lib64:/usr/lib64:/usr/local/cuda-12.4/targets/x86_64-linux/lib/:/opt/nccl-2.15.5-1/build/lib/:/usr/local/nvidia/lib:/usr/local/nvidia/lib64" # 安装 paddlepaddle & paddlenlp & paddlenlp_ops RUN python3 -m pip install --pre paddlepaddle-gpu -i https://www.paddlepaddle.org.cn/packages/nightly/cu123/ \ && python3 -m pip install --no-cache-dir --force-reinstall https://paddle-qa.bj.bcebos.com/paddlenlp/wheel/2f85a64edd4aa9911c94ccb5ce53e83ac41ce22b/paddlenlp-3.0.0b3.post20250123-py3-none-any.whl \ && python3 -m pip install --no-cache-dir --force-reinstall https://paddlepaddle-inference-banchmark.bj.bcebos.com/paddlenlp_ops-0.0.0-py3-none-any.whl \ && python3 -m pip install --no-cache-dir sentencepiece pycryptodome tritonclient[all]==2.41.1 \ && apt update && apt install net-tools \ && apt-get clean && rm -rf /var/lib/apt/lists/* # clone paddle & paddlenlp 源码(代码版本应与上述安装版本对齐) RUN mkdir -p /opt/source/ && cd /opt/source/ \ && git clone https://github.com/PaddlePaddle/Paddle.git \ && git clone -b release/3.0-beta4 https://github.com/PaddlePaddle/PaddleNLP.git \ && python3 -m pip install --no-cache-dir -r PaddleNLP/requirements.txt \ && python3 -m pip install --no-cache-dir -r PaddleNLP/llm/server/server/requirements.txt RUN cp /opt/source/PaddleNLP/llm/server/server/scripts/start_server.sh start_server \ && chmod +x start_server \ && mv start_server /usr/local/bin/ \ && cp /opt/source/PaddleNLP/llm/server/server/scripts/stop_server.sh stop_server \ && chmod +x stop_server \ && mv stop_server /usr/local/bin/ RUN cp /opt/source/PaddleNLP/llm/server/server/server/download_model.py download_model.py ENV PYTHONPATH="/opt/source/PaddleNLP/llm/server/server:/opt/source/PaddleNLP" ENV http_proxy="" ENV https_proxy=""