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