74 lines
2.2 KiB
Docker
74 lines
2.2 KiB
Docker
FROM rust:1.65 as router-builder
|
|
|
|
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:1.65 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 \
|
|
MODEL_BASE_PATH=/data \
|
|
MODEL_ID=bigscience/bloom-560m \
|
|
QUANTIZE=false \
|
|
NUM_GPUS=1 \
|
|
SAFETENSORS_FAST_GPU=1 \
|
|
PORT=80 \
|
|
CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 \
|
|
NCCL_ASYNC_ERROR_HANDLING=1 \
|
|
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
|
|
|
|
SHELL ["/bin/bash", "-c"]
|
|
|
|
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
|
|
|
|
CMD HUGGINGFACE_HUB_CACHE=$MODEL_BASE_PATH text-generation-launcher --num-shard $NUM_GPUS --model-name $MODEL_ID --json-output |