text-generation-webui/docker/nvidia/Dockerfile

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2023-11-30 06:20:23 +01:00
# BUILDER
FROM nvidia/cuda:12.1.1-devel-ubuntu22.04 as builder
WORKDIR /builder
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}"
ARG BUILD_EXTENSIONS="${BUILD_EXTENSIONS:-}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
# create / update build env
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git vim build-essential python3-dev pip && \
rm -rf /var/lib/apt/lists/*
RUN --mount=type=cache,target=/root/.cache/pip,rw \
pip3 install --global --upgrade pip wheel setuptools && \
# make shared builder & runtime app user
addgroup --gid $APP_GID app_grp && \
useradd -m -u $APP_UID --gid app_grp app
USER app:app_grp
# build wheels for runtime
WORKDIR /home/app/build
COPY --chown=app:app_grp requirements.txt /home/app/build
COPY --chown=app:app_grp extensions /home/app/build/extensions
RUN --mount=type=cache,target=/root/.cache/pip,rw \
# build all requirements files as wheel dists
pip3 wheel -w wheels -r requirements.txt `echo "$BUILD_EXTENSIONS" | sed -r 's/([^,]+)\s*,?\s*/ -r \/home\/app\/build\/extensions\/\1\/requirements.txt/g'`
# drop wheel and setuptools .whl to avoid install issues
RUN rm wheels/setuptools*.whl
# RUNTIME
FROM nvidia/cuda:12.1.1-runtime-ubuntu22.04
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
ENV CLI_ARGS=""
# create / update runtime env
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git python3 pip && \
rm -rf /var/lib/apt/lists/* && \
pip3 install --global --no-cache --upgrade pip wheel setuptools && \
# make shared builder & runtime app user
addgroup --gid $APP_GID app_grp && \
useradd -m -u $APP_UID --gid app_grp app
USER app:app_grp
# install locally built wheels for app
WORKDIR /home/app/wheels
COPY --from=builder /home/app/build/wheels /home/app/wheels
COPY --chown=app:app_grp . /home/app/text-generation-webui
RUN umask 0002 && \
chmod g+rwX /home/app/text-generation-webui && \
pip3 install --global --no-build-isolation --no-cache --no-index ./*.whl && \
rm -r /home/app/wheels
WORKDIR /home/app/text-generation-webui
EXPOSE ${CONTAINER_PORT:-7860} ${CONTAINER_API_PORT:-5000} ${CONTAINER_API_STREAM_PORT:-5005}
# set umask to ensure group read / write at runtime
CMD umask 0002 && export HOME=/home/app && python3 server.py ${CLI_ARGS}