LLaMA-Factory/docker/docker-cuda/Dockerfile.base
2025-05-28 22:26:05 +08:00

56 lines
2.2 KiB
Docker

# Start from the pytorch official image (ubuntu-22.04 + cuda-12.4.1 + python-3.11)
# https://hub.docker.com/r/pytorch/pytorch/tags
FROM pytorch/pytorch:2.6.0-cuda12.4-cudnn9-devel
# Define environments
ENV MAX_JOBS=16
ENV VLLM_WORKER_MULTIPROC_METHOD=spawn
ENV DEBIAN_FRONTEND=noninteractive
ENV NODE_OPTIONS=""
ENV PIP_ROOT_USER_ACTION=ignore
# Define installation arguments
ARG APT_SOURCE=https://mirrors.tuna.tsinghua.edu.cn/ubuntu/
ARG PIP_INDEX=https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
# Set apt source
RUN cp /etc/apt/sources.list /etc/apt/sources.list.bak && \
{ \
echo "deb ${APT_SOURCE} jammy main restricted universe multiverse"; \
echo "deb ${APT_SOURCE} jammy-updates main restricted universe multiverse"; \
echo "deb ${APT_SOURCE} jammy-backports main restricted universe multiverse"; \
echo "deb ${APT_SOURCE} jammy-security main restricted universe multiverse"; \
} > /etc/apt/sources.list
# Install systemctl and wget
RUN apt-get update && \
apt-get install -y -o Dpkg::Options::="--force-confdef" systemd wget && \
apt-get clean
# Install git and vim
RUN apt-get update && \
apt-get install -y git vim && \
apt-get clean
# Install gcc and g++
RUN apt-get update && \
apt-get install -y gcc g++ && \
apt-get clean
# Change pip source
RUN pip config set global.index-url "${PIP_INDEX}" && \
pip config set global.extra-index-url "${PIP_INDEX}" && \
python -m pip install --upgrade pip
# Install flash-attn-2.7.4.post1 (cxx11abi=False)
RUN wget -nv https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp311-cp311-linux_x86_64.whl && \
pip install --no-cache-dir flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp311-cp311-linux_x86_64.whl
# Install flashinfer-0.2.2.post1+cu124 (cxx11abi=False)
RUN wget -nv https://github.com/flashinfer-ai/flashinfer/releases/download/v0.2.2.post1/flashinfer_python-0.2.2.post1+cu124torch2.6-cp38-abi3-linux_x86_64.whl && \
pip install --no-cache-dir flashinfer_python-0.2.2.post1+cu124torch2.6-cp38-abi3-linux_x86_64.whl
# Reset pip config
RUN pip config unset global.index-url && \
pip config unset global.extra-index-url