mirror of
https://github.com/hiyouga/LLaMA-Factory.git
synced 2025-07-31 10:42:50 +08:00
72 lines
1.9 KiB
Docker
72 lines
1.9 KiB
Docker
# https://hub.docker.com/r/rocm/pytorch/tags
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ARG BASE_IMAGE=rocm/pytorch:rocm6.4.1_ubuntu22.04_py3.10_pytorch_release_2.6.0
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FROM ${BASE_IMAGE}
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# Installation arguments
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ARG PIP_INDEX=https://pypi.org/simple
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ARG EXTRAS=metrics
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ARG INSTALL_FLASHATTN=false
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ARG HTTP_PROXY=""
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ARG PYTORCH_INDEX=https://download.pytorch.org/whl/rocm6.3
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# Define environments
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ENV MAX_JOBS=16
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ENV FLASH_ATTENTION_FORCE_BUILD=TRUE
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ENV VLLM_WORKER_MULTIPROC_METHOD=spawn
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ENV DEBIAN_FRONTEND=noninteractive
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ENV NODE_OPTIONS=""
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ENV PIP_ROOT_USER_ACTION=ignore
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ENV http_proxy="${HTTP_PROXY}"
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ENV https_proxy="${HTTP_PROXY}"
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# Use Bash instead of default /bin/sh
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SHELL ["/bin/bash", "-c"]
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# Set the working directory
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WORKDIR /app
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# Change pip source
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RUN pip config set global.index-url "${PIP_INDEX}" && \
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pip config set global.extra-index-url "${PIP_INDEX}" && \
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python -m pip install --upgrade pip
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# Reinstall pytorch rocm
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RUN pip uninstall -y torch torchvision torchaudio && \
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pip install --pre torch torchvision torchaudio --index-url "${PYTORCH_INDEX}"
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# Install the requirements
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COPY requirements.txt /app
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the rest of the application into the image
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COPY . /app
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# Install LLaMA Factory
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RUN pip install --no-cache-dir -e ".[${EXTRAS}]" --no-build-isolation
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# Rebuild flash attention
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RUN if [ "${INSTALL_FLASHATTN}" == "true" ]; then \
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pip uninstall -y ninja && \
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pip install --no-cache-dir ninja && \
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pip install --no-cache-dir flash-attn --no-build-isolation; \
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fi
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# Set up volumes
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VOLUME [ "/root/.cache/huggingface", "/root/.cache/modelscope", "/root/.cache/openmind", "/app/shared_data", "/app/output" ]
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# Expose port 7860 for LLaMA Board
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ENV GRADIO_SERVER_PORT=7860
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EXPOSE 7860
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# Expose port 8000 for API service
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ENV API_PORT=8000
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EXPOSE 8000
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# unset proxy
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ENV http_proxy=
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ENV https_proxy=
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# Reset pip config
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RUN pip config unset global.index-url && \
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pip config unset global.extra-index-url
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