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Update Dockerfile to build Megablocks (#2042)

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Simon Mo 2023-12-12 17:34:17 -08:00 committed by GitHub
parent 6428f1d051
commit 3fefe271ec
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1 changed files with 15 additions and 3 deletions
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@ -41,6 +41,14 @@ ENV NVCC_THREADS=$nvcc_threads
RUN python3 setup.py build_ext --inplace
# Build the megablocks library as wheel because it doesn't publish pre-built wheels.
# https://github.com/stanford-futuredata/megablocks/commit/5897cd6f254b7b3edf7a708a3a3314ecb54b6f78
RUN apt-get install -y git && \
git clone https://github.com/stanford-futuredata/megablocks.git && \
cd megablocks && \
git checkout 5897cd6f254b7b3edf7a708a3a3314ecb54b6f78 && \
MAX_JOBS=8 NVCC_THREADS=8 python3 setup.py bdist_wheel
# image to run unit testing suite
FROM dev AS test
@ -73,12 +81,16 @@ ENTRYPOINT ["python3", "-m", "vllm.entrypoints.api_server"]
# openai api server alternative
FROM vllm-base AS vllm-openai
# install additional dependencies for openai api server, and mixtral
# install additional dependencies for openai api server
RUN --mount=type=cache,target=/root/.cache/pip \
pip install accelerate megablocks
pip install accelerate
COPY --from=build /workspace/vllm/*.so /workspace/vllm/
COPY vllm vllm
COPY --from=build /workspace/vllm/*.so /workspace/vllm/
COPY --from=build /workspace/megablocks/dist/*.whl /tmp/
RUN --mount=type=cache,target=/root/.cache/pip \
pip install /tmp/megablocks-0.5.0-cp310-cp310-linux_x86_64.whl && \
rm /tmp/megablocks-0.5.0-cp310-cp310-linux_x86_64.whl
ENTRYPOINT ["python3", "-m", "vllm.entrypoints.openai.api_server"]