mirror of
https://github.com/huggingface/text-generation-inference.git
synced 2025-04-19 13:52:07 +00:00
683ff53fa3
* wip(gaudi): import server and dockerfile from tgi-gaudi fork * feat(gaudi): new gaudi backend working * fix: fix style * fix prehooks issues * fix(gaudi): refactor server and implement requested changes
128 lines
3.9 KiB
Plaintext
128 lines
3.9 KiB
Plaintext
# Those arguments are required to build the image
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ARG HABANA_VERSION
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ARG PYTORCH_VERSION
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# Rust builder
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FROM lukemathwalker/cargo-chef:latest-rust-1.80 AS chef
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WORKDIR /usr/src
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ARG CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse
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FROM chef AS planner
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COPY Cargo.lock Cargo.lock
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COPY Cargo.toml Cargo.toml
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COPY rust-toolchain.toml rust-toolchain.toml
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COPY proto proto
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COPY benchmark benchmark
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COPY router router
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COPY backends backends
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COPY launcher launcher
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RUN cargo chef prepare --recipe-path recipe.json
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FROM chef AS builder
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ENV PYO3_PYTHON="/root/.local/bin/python" \
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PYTHON_SYS_EXECUTABLE="/root/.local/bin/python" \
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PYO3_PYTHON_VERSION="3.10"
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RUN curl -LsSf https://astral.sh/uv/install.sh | sh \
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&& . $HOME/.local/bin/env \
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&& uv python install 3.10 --default --preview \
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&& test -f /root/.local/bin/python || (echo "Python 3.10 not found at /root/.local/bin/python" && exit 1)
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RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \
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curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \
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unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \
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unzip -o $PROTOC_ZIP -d /usr/local 'include/*' && \
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rm -f $PROTOC_ZIP
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COPY --from=planner /usr/src/recipe.json recipe.json
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RUN cargo chef cook --profile release-opt --recipe-path recipe.json
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ARG GIT_SHA
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ARG DOCKER_LABEL
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COPY Cargo.toml Cargo.toml
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COPY rust-toolchain.toml rust-toolchain.toml
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COPY proto proto
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COPY benchmark benchmark
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COPY router router
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COPY backends backends
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COPY launcher launcher
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RUN cargo build --profile release-opt
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# Text Generation Inference base image
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ARG HABANA_VERSION
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ARG PYTORCH_VERSION
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FROM vault.habana.ai/gaudi-docker/${HABANA_VERSION}/ubuntu22.04/habanalabs/pytorch-installer-${PYTORCH_VERSION}:latest AS base
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ENV ATTENTION=default
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ENV PREFIX_CACHING=0
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ENV PREFILL_CHUNKING=0
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# Text Generation Inference base env
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ENV HF_HOME=/data \
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HF_HUB_ENABLE_HF_TRANSFER=1 \
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PORT=80
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# Assert that Python 3.10 is installed as the launcher is compiled with Python 3.10
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RUN python3.10 --version || (echo "Python 3.10 is not installed" && exit 1)
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# libssl.so.1.1 is not installed on Ubuntu 22.04 by default, install it
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RUN wget http://nz2.archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb && \
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dpkg -i ./libssl1.1_1.1.1f-1ubuntu2_amd64.deb
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WORKDIR /usr/src
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RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
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libssl-dev \
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ca-certificates \
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make \
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curl \
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git \
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&& rm -rf /var/lib/apt/lists/*
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# Install server
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COPY proto proto
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COPY backends/gaudi/server server
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COPY backends/gaudi/server/Makefile server/Makefile
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ARG HABANA_VERSION
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RUN cd server && \
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make gen-server && \
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pip install --no-deps -r requirements.txt && \
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bash ./dill-0.3.8-patch.sh && \
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pip install outlines~=0.0.34 && \
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pip install "git+https://github.com/HabanaAI/DeepSpeed.git@${HABANA_VERSION}" && \
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BUILD_CUDA_EXT=0 pip install git+https://github.com/AutoGPTQ/AutoGPTQ.git@097dd04e --no-build-isolation && \
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pip install . --no-cache-dir
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# Install benchmarker
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COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark
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# Install router
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COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router
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# Install launcher
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COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher
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# AWS Sagemaker compatible image
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FROM base AS sagemaker
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COPY sagemaker-entrypoint.sh entrypoint.sh
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RUN chmod +x entrypoint.sh
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ENTRYPOINT ["./entrypoint.sh"]
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# Final image
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FROM base
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ENV HF_HUB_ENABLE_HF_TRANSFER 1
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ENV HABANA_VISIBLE_DEVICES all
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ENV OMPI_MCA_btl_vader_single_copy_mechanism NONE
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COPY backends/gaudi/tgi-entrypoint.sh /tgi-entrypoint.sh
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RUN chmod +x /tgi-entrypoint.sh
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ENTRYPOINT ["/tgi-entrypoint.sh"]
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CMD ["--json-output"]
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