ARG CUDA_VERSION=12.5.1 FROM nvcr.io/nvidia/tritonserver:24.04-py3-min ARG BUILD_TYPE=all ENV DEBIAN_FRONTEND=noninteractive # 安装依赖(强制 IPv4) RUN echo 'tzdata tzdata/Areas select Asia' | debconf-set-selections \ && echo 'tzdata tzdata/Zones/Asia select Shanghai' | debconf-set-selections \ && apt -o Acquire::ForceIPv4=true update -y \ && apt -o Acquire::ForceIPv4=true install software-properties-common -y \ && add-apt-repository ppa:deadsnakes/ppa -y \ && apt -o Acquire::ForceIPv4=true update \ && apt -o Acquire::ForceIPv4=true install python3.10 python3.10-dev -y \ && update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 \ && update-alternatives --set python3 /usr/bin/python3.10 \ && apt -o Acquire::ForceIPv4=true install python3.10-distutils -y \ && apt -o Acquire::ForceIPv4=true install curl git sudo libibverbs-dev -y \ && apt -o Acquire::ForceIPv4=true install -y rdma-core infiniband-diags openssh-server perftest ibverbs-providers libibumad3 libibverbs1 libnl-3-200 libnl-route-3-200 librdmacm1 \ && curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py \ && python3 get-pip.py \ && python3 --version \ && python3 -m pip --version \ && rm -rf /var/lib/apt/lists/* \ && apt clean # 安装 datamodel_code_generator(用于 MiniCPM 模型) RUN pip3 install datamodel_code_generator WORKDIR /sgl-workspace # 拷贝 sglang 源代码并构建包 COPY ./sglang /sgl-workspace/sglang # 拷贝模型文件(修正方式) #COPY ./Alibaba/QwQ-32B /root/.cradle/Alibaba/QwQ-32B COPY ./DeepSeek/DeepSeek-R1-Distill-Llama-8B /root/.cradle/DeepSeek/DeepSeek-R1-Distill-Llama-8B ARG CUDA_VERSION # 安装依赖、安装 sglang、安装 transformers,并清理源码 RUN python3 -m pip install --upgrade pip setuptools wheel html5lib six \ && if [ "$CUDA_VERSION" = "12.1.1" ]; then \ CUINDEX=121; \ elif [ "$CUDA_VERSION" = "12.4.1" ]; then \ CUINDEX=124; \ elif [ "$CUDA_VERSION" = "12.5.1" ]; then \ CUINDEX=124; \ elif [ "$CUDA_VERSION" = "11.8.0" ]; then \ CUINDEX=118; \ python3 -m pip install --no-cache-dir sgl-kernel -i https://docs.sglang.ai/whl/cu118; \ else \ echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1; \ fi \ && python3 -m pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cu${CUINDEX} \ && python3 -m pip install --no-cache-dir psutil pyzmq pynvml \ && cd /sgl-workspace/sglang/python \ && python3 -m pip install --no-cache-dir '.[srt,openai]' --find-links https://flashinfer.ai/whl/cu${CUINDEX}/torch2.5/flashinfer-python \ && cd / && rm -rf /sgl-workspace/sglang \ && python3 -m pip install --no-cache-dir transformers==4.48.3 \ && python3 -c "import sglang; print('✅ sglang module installed successfully')" # 暴露端口 EXPOSE 30000 # 启动命令(QwQ 模型为例) CMD ["python3", "-m", "sglang.launch_server", \ "--host","0.0.0.0", \ "--port","30000", \ "--model-path", "/root/.cradle/DeepSeek/DeepSeek-R1-Distill-Llama-8B/", \ "--tp", "1", \ "--api-key", "token-abc123"] # 设置回默认交互模式 ENV DEBIAN_FRONTEND=interactive