hf_text-generation-inference/Dockerfile

76 lines
2.3 KiB
Docker

FROM rust:1.67 as router-builder
RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \
unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \
unzip -o $PROTOC_ZIP -d /usr/local 'include/*' && \
rm -f $PROTOC_ZIP
WORKDIR /usr/src
COPY rust-toolchain.toml rust-toolchain.toml
COPY proto proto
COPY router router
WORKDIR /usr/src/router
RUN cargo install --path .
FROM rust:1.67 as launcher-builder
WORKDIR /usr/src
COPY rust-toolchain.toml rust-toolchain.toml
COPY launcher launcher
WORKDIR /usr/src/launcher
RUN cargo install --path .
FROM nvidia/cuda:11.8.0-devel-ubuntu22.04
ENV LANG=C.UTF-8 \
LC_ALL=C.UTF-8 \
DEBIAN_FRONTEND=noninteractive \
HUGGINGFACE_HUB_CACHE=/data \
MODEL_ID=bigscience/bloom-560m \
QUANTIZE=false \
NUM_SHARD=1 \
PORT=80 \
CUDA_HOME=/usr/local/cuda \
LD_LIBRARY_PATH="/opt/miniconda/envs/text-generation/lib:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:$LD_LIBRARY_PATH" \
CONDA_DEFAULT_ENV=text-generation \
PATH=$PATH:/opt/miniconda/envs/text-generation/bin:/opt/miniconda/bin:/usr/local/cuda/bin
RUN apt-get update && apt-get install -y unzip curl libssl-dev && rm -rf /var/lib/apt/lists/*
RUN cd ~ && \
curl -L -O https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
chmod +x Miniconda3-latest-Linux-x86_64.sh && \
bash ./Miniconda3-latest-Linux-x86_64.sh -bf -p /opt/miniconda && \
conda create -n text-generation python=3.9 -y
WORKDIR /usr/src
COPY server/Makefile server/Makefile
# Install specific version of torch
RUN cd server && make install-torch
# Install specific version of transformers
RUN cd server && BUILD_EXTENSIONS="True" make install-transformers
# Install server
COPY proto proto
COPY server server
RUN cd server && \
make gen-server && \
/opt/miniconda/envs/text-generation/bin/pip install ".[bnb]" --no-cache-dir
# Install router
COPY --from=router-builder /usr/local/cargo/bin/text-generation-router /usr/local/bin/text-generation-router
# Install launcher
COPY --from=launcher-builder /usr/local/cargo/bin/text-generation-launcher /usr/local/bin/text-generation-launcher
ENTRYPOINT ["text-generation-launcher"]
CMD ["--json-output"]