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creating a layer with Docker/docker-compose (#633)

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loeken 2023-04-07 03:46:04 +02:00 • committed by GitHub
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FROM nvidia/cuda:11.8.0-devel-ubuntu22.04 as builder
RUN apt-get update && \
apt-get install --no-install-recommends -y git vim build-essential python3-dev python3-venv && \
rm -rf /var/lib/apt/lists/*
RUN git clone https://github.com/oobabooga/GPTQ-for-LLaMa /build
WORKDIR /build
RUN python3 -m venv /build/venv
RUN . /build/venv/bin/activate && \
pip3 install --upgrade pip setuptools && \
pip3 install torch torchvision torchaudio && \
pip3 install -r requirements.txt
# https://developer.nvidia.com/cuda-gpus
# for a rtx 2060: ARG TORCH_CUDA_ARCH_LIST="7.5"
ARG TORCH_CUDA_ARCH_LIST="3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX"
RUN . /build/venv/bin/activate && \
python3 setup_cuda.py bdist_wheel -d .
FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04
LABEL maintainer="Your Name <your.email@example.com>"
LABEL description="Docker image for GPTQ-for-LLaMa and Text Generation WebUI"
RUN apt-get update && \
apt-get install --no-install-recommends -y git python3 python3-pip && \
rm -rf /var/lib/apt/lists/*
RUN --mount=type=cache,target=/root/.cache/pip pip3 install virtualenv
COPY . /app/
WORKDIR /app
ARG WEBUI_VERSION
RUN test -n "${WEBUI_VERSION}" && git reset --hard ${WEBUI_VERSION} || echo "Using provided webui source"
RUN virtualenv /app/venv
RUN . /app/venv/bin/activate && \
pip3 install --upgrade pip setuptools && \
pip3 install torch torchvision torchaudio && \
pip3 install -r requirements.txt
COPY --from=builder /build /app/repositories/GPTQ-for-LLaMa
RUN . /app/venv/bin/activate && \
pip3 install /app/repositories/GPTQ-for-LLaMa/*.whl
ENV CLI_ARGS=""
RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/api && pip3 install -r requirements.txt
RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/elevenlabs_tts && pip3 install -r requirements.txt
RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/google_translate && pip3 install -r requirements.txt
RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/silero_tts && pip3 install -r requirements.txt
RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/whisper_stt && pip3 install -r requirements.txt
RUN cp /app/venv/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cuda118.so /app/venv/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cpu.so
CMD . /app/venv/bin/activate && python3 server.py ${CLI_ARGS}