42 lines
1.2 KiB
Docker
42 lines
1.2 KiB
Docker
# default base image
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ARG BASE_IMAGE="public.ecr.aws/neuron/pytorch-inference-neuronx:2.1.2-neuronx-py310-sdk2.20.0-ubuntu20.04"
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FROM $BASE_IMAGE
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RUN echo "Base image is $BASE_IMAGE"
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# Install some basic utilities
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RUN apt-get update && \
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apt-get install -y \
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git \
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python3 \
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python3-pip \
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ffmpeg libsm6 libxext6 libgl1
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### Mount Point ###
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# When launching the container, mount the code directory to /app
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ARG APP_MOUNT=/app
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VOLUME [ ${APP_MOUNT} ]
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WORKDIR ${APP_MOUNT}
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RUN python3 -m pip install --upgrade pip
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RUN python3 -m pip install --no-cache-dir fastapi ninja tokenizers pandas
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RUN python3 -m pip install sentencepiece transformers==4.36.2 -U
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RUN python3 -m pip install transformers-neuronx --extra-index-url=https://pip.repos.neuron.amazonaws.com -U
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RUN python3 -m pip install --pre neuronx-cc==2.15.* --extra-index-url=https://pip.repos.neuron.amazonaws.com -U
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COPY . /app/vllm
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RUN cd /app/vllm \
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&& python3 -m pip install -U \
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cmake>=3.26 ninja packaging setuptools-scm>=8 wheel jinja2 \
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-r requirements-neuron.txt
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ENV VLLM_TARGET_DEVICE neuron
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RUN --mount=type=bind,source=.git,target=.git \
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cd /app/vllm \
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&& pip install --no-build-isolation -v -e . \
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&& cd ..
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CMD ["/bin/bash"]
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