[assets] update docker files (#8176)

This commit is contained in:
hoshi-hiyouga
2025-05-27 18:15:23 +08:00
committed by GitHub
parent 16e1a5097e
commit 519ac92803
11 changed files with 187 additions and 253 deletions

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@@ -1,101 +1,63 @@
# Default use the NVIDIA official image with PyTorch 2.6.0
# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/index.html
ARG BASE_IMAGE=nvcr.io/nvidia/pytorch:24.12-py3
FROM ${BASE_IMAGE}
# Installation arguments
ARG BASE_IMAGE=hiyouga/pytorch:th2.6.0-cu124-flashattn2.7.4-cxx11abi0
ARG PIP_INDEX=https://pypi.org/simple
ARG EXTRAS=metrics
ARG INSTALL_FLASHATTN=false
ARG HTTP_PROXY=""
# https://hub.docker.com/r/hiyouga/pytorch/tags
FROM "${BASE_IMAGE}"
# Define environments
ENV MAX_JOBS=4
ENV MAX_JOBS=16
ENV FLASH_ATTENTION_FORCE_BUILD=TRUE
ENV VLLM_WORKER_MULTIPROC_METHOD=spawn
# Define installation arguments
ARG INSTALL_BNB=false
ARG INSTALL_VLLM=false
ARG INSTALL_DEEPSPEED=false
ARG INSTALL_FLASHATTN=false
ARG INSTALL_LIGER_KERNEL=false
ARG INSTALL_HQQ=false
ARG INSTALL_EETQ=false
ARG PIP_INDEX=https://pypi.org/simple
ARG HTTP_PROXY=
ENV DEBIAN_FRONTEND=noninteractive
ENV NODE_OPTIONS=""
ENV PIP_ROOT_USER_ACTION=ignore
ENV http_proxy="${HTTP_PROXY}"
ENV https_proxy="${HTTP_PROXY}"
# Set the working directory
WORKDIR /app
# Set http proxy
RUN if [ -n "$HTTP_PROXY" ]; then \
echo "Configuring proxy..."; \
export http_proxy=$HTTP_PROXY; \
export https_proxy=$HTTP_PROXY; \
fi
# Change pip source
RUN pip config set global.index-url "${PIP_INDEX}" && \
pip config set global.extra-index-url "${PIP_INDEX}" && \
python -m pip install --upgrade pip
# Install the requirements
COPY requirements.txt /app
RUN pip config set global.index-url "$PIP_INDEX" && \
pip config set global.extra-index-url "$PIP_INDEX" && \
python -m pip install --upgrade pip && \
if [ -n "$HTTP_PROXY" ]; then \
python -m pip install --proxy=$HTTP_PROXY -r requirements.txt; \
else \
python -m pip install -r requirements.txt; \
fi
RUN pip install --no-cache-dir -r requirements.txt
# Copy the rest of the application into the image
COPY . /app
# Install the LLaMA Factory
RUN EXTRA_PACKAGES="metrics"; \
if [ "$INSTALL_BNB" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},bitsandbytes"; \
fi; \
if [ "$INSTALL_VLLM" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},vllm"; \
fi; \
if [ "$INSTALL_DEEPSPEED" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},deepspeed"; \
fi; \
if [ "$INSTALL_LIGER_KERNEL" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},liger-kernel"; \
fi; \
if [ "$INSTALL_HQQ" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},hqq"; \
fi; \
if [ "$INSTALL_EETQ" == "true" ]; then \
EXTRA_PACKAGES="${EXTRA_PACKAGES},eetq"; \
fi; \
if [ -n "$HTTP_PROXY" ]; then \
pip install --proxy=$HTTP_PROXY -e ".[$EXTRA_PACKAGES]"; \
else \
pip install -e ".[$EXTRA_PACKAGES]"; \
fi
# Install LLaMA Factory
RUN pip install --no-cache-dir -e ".[${EXTRAS}]" --no-build-isolation
# Rebuild flash attention
RUN pip uninstall -y transformer-engine flash-attn && \
if [ "$INSTALL_FLASHATTN" == "true" ]; then \
RUN if [ "$INSTALL_FLASHATTN" == "true" ]; then \
pip uninstall -y ninja && \
if [ -n "$HTTP_PROXY" ]; then \
pip install --proxy=$HTTP_PROXY ninja && \
pip install --proxy=$HTTP_PROXY --no-cache-dir flash-attn --no-build-isolation; \
else \
pip install ninja && \
pip install --no-cache-dir flash-attn --no-build-isolation; \
fi; \
fi
# Unset http proxy
RUN if [ -n "$HTTP_PROXY" ]; then \
unset http_proxy; \
unset https_proxy; \
pip install --no-cache-dir ninja && \
pip install --no-cache-dir flash-attn --no-build-isolation; \
fi
# Set up volumes
VOLUME [ "/root/.cache/huggingface", "/root/.cache/modelscope", "/app/data", "/app/output" ]
VOLUME [ "/root/.cache/huggingface", "/root/.cache/modelscope", "/root/.cache/openmind", "/app/data", "/app/output" ]
# Expose port 7860 for the LLaMA Board
# Expose port 7860 for LLaMA Board
ENV GRADIO_SERVER_PORT 7860
EXPOSE 7860
# Expose port 8000 for the API service
# Expose port 8000 for API service
ENV API_PORT 8000
EXPOSE 8000
# unset proxy
ENV http_proxy=
ENV https_proxy=
# Reset pip config
RUN pip config unset global.index-url && \
pip config unset global.extra-index-url