From 3038611f21c826fa746516b52eddaa955b090da1 Mon Sep 17 00:00:00 2001 From: hailin Date: Mon, 30 Jun 2025 12:10:35 +0800 Subject: [PATCH] . --- Dockerfile | 33 +++++++++++++++++---------------- 1 file changed, 17 insertions(+), 16 deletions(-) diff --git a/Dockerfile b/Dockerfile index 5cd46f6..20c63ff 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,18 +1,18 @@ -############################ -# Stage-0: 构建依赖轮子 # -############################ -ARG CUDA_VERSION=12.8.1 +############################################################ +# Stage-0: 构建依赖轮子(PyTorch + SGLang + sgl_kernel) # +############################################################ +ARG CUDA_VERSION=12.8.1 # 仅 12.6.1 / 12.8.1 测过 FROM nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu22.04 AS builder -# ---- Python & pip ---- +# ---- Python 环境 ---- RUN apt-get update && \ apt-get install -y --no-install-recommends python3 python3-pip && \ ln -sf /usr/bin/python3 /usr/bin/python && \ python -m pip install --no-cache-dir --upgrade pip -# ---- PyTorch + SGLang ---- -ARG TORCH_VER=2.7.1 -ARG TV_VER=0.22.1 +# ---- PyTorch / torchvision / SGLang / sgl_kernel ---- +ARG TORCH_VER=2.7.1 # cu128 轮子从 2.7.1 起提供 +ARG TV_VER=0.22.1 # 与 torch-2.7.1 对齐 RUN case "$CUDA_VERSION" in \ 12.6.1) CUINDEX=126 ;; \ 12.8.1) CUINDEX=128 ;; \ @@ -23,33 +23,34 @@ RUN case "$CUDA_VERSION" in \ torchvision==${TV_VER}+cu${CUINDEX} \ --extra-index-url https://download.pytorch.org/whl/cu${CUINDEX} && \ python -m pip install --no-cache-dir sglang==0.4.8.post1 && \ - # CUDA 12.x 需要新版 NCCL + # NCCL 2.27——CUDA 12.x 官方推荐 python -m pip install --no-cache-dir nvidia-nccl-cu12==2.27.3 --force-reinstall --no-deps && \ - # ✅ 直接用 PyPI 上带 cp310 标签的二进制轮子,省去编译 + # ✅ 官方预编译,带 cp310 & cu128 标签;不再手写直链 python -m pip install --no-cache-dir sgl-kernel==0.0.2.post17 -############################ -# Stage-1: 运行镜像 # -############################ +############################################################ +# Stage-1: 生成最小运行镜像 # +############################################################ FROM nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu22.04 ENV DEBIAN_FRONTEND=noninteractive \ PYTHONUNBUFFERED=1 +# ---- Python runtime ---- RUN apt-get update && \ apt-get install -y --no-install-recommends python3 python3-distutils && \ ln -sf /usr/bin/python3 /usr/bin/python && \ rm -rf /var/lib/apt/lists/* -# 复制依赖 +# ---- 拷贝依赖 ---- COPY --from=builder /usr/local/lib/python3.*/dist-packages /usr/local/lib/python3.*/dist-packages COPY --from=builder /usr/local/bin /usr/local/bin -# 拷贝模型(示例) +# ---- 拷贝模型(改成你的实际路径即可) ---- COPY ./Alibaba/Qwen3-8B /root/.cradle/Alibaba/Qwen3-8B +# ---- 端口 & 启动 ---- EXPOSE 30000 - CMD ["python3", "-m", "sglang.launch_server", \ "--host", "0.0.0.0", \ "--port", "30000", \