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hailin 2025-07-01 11:36:47 +08:00
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############################################################################### ###############################################################################
# Stage 0 ─ builder：CUDA 12.6.1 + nvcc/gcc，编译本地 sglang 源码 # Stage 0 — builder：CUDA 12.6.1 + nvcc/gcc，用来
# 1) 下载 torch-2.7.1+cu124 / torchvision-0.22.1+cu124 wheel
# 2) 下载 flashinfer-python (torch2.7/cu124) wheel
# 3) 编译本地 sglang 源码并打 wheel
############################################################################### ###############################################################################
ARG CUDA_VERSION=12.6.1 ARG CUDA_VERSION=12.6.1
ARG CUINDEX=126 # 12.6.x ⇒ cu126 ARG CUINDEX=124 # 使用 cu124 官方 wheel
FROM nvidia/cuda:${CUDA_VERSION}-devel-ubuntu22.04 AS builder FROM nvidia/cuda:${CUDA_VERSION}-devel-ubuntu22.04 AS builder
ENV DEBIAN_FRONTEND=noninteractive PYTHONUNBUFFERED=1 LANG=C.UTF-8 LC_ALL=C.UTF-8 ENV DEBIAN_FRONTEND=noninteractive \
PYTHONUNBUFFERED=1 LANG=C.UTF-8 LC_ALL=C.UTF-8
RUN apt-get update && apt-get install -y --no-install-recommends \ RUN apt-get update && apt-get install -y --no-install-recommends \
python3 python3-pip python3-distutils build-essential git ca-certificates && \ python3 python3-pip python3-distutils build-essential git ca-certificates && \
python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
# ── ① 下载官方 PyTorch / TorchVision wheel ──────────────────────────────── # ---- ① 预下载 PyTorch / TorchVision cu124 wheel --------------------------
RUN python3 -m pip download --no-deps \ RUN python3 -m pip download --no-deps -d /tmp/wheels \
--dest /tmp/wheels \
--index-url https://download.pytorch.org/whl/cu${CUINDEX} \ --index-url https://download.pytorch.org/whl/cu${CUINDEX} \
torch==2.7.1 torchvision==0.22.1 torch==2.7.1 torchvision==0.22.1
# ── ② 下载 flashinfer cu126 / torch-2.7 wheel（只下载，不安装）───────────── # ---- ② 预下载 flashinfer (torch2.7 / cu124) ------------------------------
RUN python3 -m pip download --no-deps \ RUN python3 -m pip download --no-deps -d /tmp/wheels \
--dest /tmp/wheels \
--find-links https://flashinfer.ai/whl/cu${CUINDEX}/torch2.7/flashinfer-python \ --find-links https://flashinfer.ai/whl/cu${CUINDEX}/torch2.7/flashinfer-python \
flashinfer-python flashinfer-python
# ── ③ 安装前两步 wheel（为后面编译 sglang 做依赖）────────────────────── # ---- ③ 安装依赖，供后续 sglang 编译 --------------------------------------
RUN python3 -m pip install --no-cache-dir /tmp/wheels/torch-2.7.1+cu${CUINDEX}*.whl \ RUN python3 -m pip install --no-cache-dir /tmp/wheels/*
/tmp/wheels/torchvision-0.22.1+cu${CUINDEX}*.whl \
/tmp/wheels/flashinfer_python-*-cu${CUINDEX}_torch27*.whl
# ── ④ COPY 本地 sglang 源码并编译成 wheel ───────────────────────────────── # ---- ④ COPY 本地 sglang 源码并编 wheel ------------------------------------
COPY ./sglang /sgl-workspace/sglang COPY ./sglang /sgl-workspace/sglang
WORKDIR /sgl-workspace/sglang/python WORKDIR /sgl-workspace/sglang/python
RUN python3 -m pip wheel '.[srt,openai]' --no-deps -w /tmp/wheels RUN python3 -m pip wheel '.[srt,openai]' --no-deps -w /tmp/wheels
############################################################################### ###############################################################################
# Stage 1 ─ runtime：极简镜像，只离线安装 wheel # Stage 1 — runtime：极简运行镜像（无编译链，离线装 wheel）
############################################################################### ###############################################################################
ARG CUDA_VERSION=12.6.1 ARG CUDA_VERSION=12.6.1
FROM nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu22.04 FROM nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive PYTHONUNBUFFERED=1 LANG=C.UTF-8 LC_ALL=C.UTF-8 ENV DEBIAN_FRONTEND=noninteractive \
PYTHONUNBUFFERED=1 LANG=C.UTF-8 LC_ALL=C.UTF-8
RUN apt-get update && apt-get install -y --no-install-recommends \ RUN apt-get update && apt-get install -y --no-install-recommends \
python3 python3-pip python3-distutils ca-certificates && \ python3 python3-pip python3-distutils ca-certificates && \
rm -rf /var/lib/apt/lists/* && \ rm -rf /var/lib/apt/lists/* && \
python3 -m pip install --no-cache-dir --upgrade pip python3 -m pip install --no-cache-dir --upgrade pip
# ── 把 builder 产出的所有 wheel（一共 4~5 个）拷贝进来并安装 ─────────── # ---- 一次性离线安装 torch / TV / flashinfer / sglang ----------------------
COPY --from=builder /tmp/wheels /tmp/wheels COPY --from=builder /tmp/wheels /tmp/wheels
RUN python3 -m pip install --no-cache-dir /tmp/wheels/* && rm -rf /tmp/wheels RUN python3 -m pip install --no-cache-dir /tmp/wheels/* && rm -rf /tmp/wheels
# ── 仅打印帮助，CPU 机器也能跑 ───────────────────────────────────────────── # ---- 仅打印帮助（CPU 机器也能跑） ----------------------------------------
CMD ["python3", "-m", "sglang.launch_server", "--help"] CMD ["python3", "-m", "sglang.launch_server", "--help"]