mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-11-25 17:29:22 +01:00
69 lines
3.0 KiB
Docker
69 lines
3.0 KiB
Docker
FROM nvidia/cuda:11.8.0-devel-ubuntu22.04 as builder
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RUN apt-get update && \
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apt-get install --no-install-recommends -y git vim build-essential python3-dev python3-venv && \
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rm -rf /var/lib/apt/lists/*
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RUN git clone https://github.com/oobabooga/GPTQ-for-LLaMa /build
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WORKDIR /build
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RUN python3 -m venv /build/venv
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RUN . /build/venv/bin/activate && \
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pip3 install --upgrade pip setuptools && \
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pip3 install torch torchvision torchaudio && \
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pip3 install -r requirements.txt
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# https://developer.nvidia.com/cuda-gpus
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# for a rtx 2060: ARG TORCH_CUDA_ARCH_LIST="7.5"
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ARG TORCH_CUDA_ARCH_LIST="3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX"
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RUN . /build/venv/bin/activate && \
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python3 setup_cuda.py bdist_wheel -d .
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FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04
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LABEL maintainer="Your Name <your.email@example.com>"
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LABEL description="Docker image for GPTQ-for-LLaMa and Text Generation WebUI"
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RUN apt-get update && \
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apt-get install --no-install-recommends -y git python3 python3-pip && \
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rm -rf /var/lib/apt/lists/*
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RUN --mount=type=cache,target=/root/.cache/pip pip3 install virtualenv
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RUN mkdir /app
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WORKDIR /app
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ARG WEBUI_VERSION
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RUN test -n "${WEBUI_VERSION}" && git reset --hard ${WEBUI_VERSION} || echo "Using provided webui source"
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RUN virtualenv /app/venv
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RUN . /app/venv/bin/activate && \
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pip3 install --upgrade pip setuptools && \
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pip3 install torch torchvision torchaudio
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COPY --from=builder /build /app/repositories/GPTQ-for-LLaMa
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RUN . /app/venv/bin/activate && \
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pip3 install /app/repositories/GPTQ-for-LLaMa/*.whl
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COPY extensions/api/requirements.txt /app/extensions/api/requirements.txt
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COPY extensions/elevenlabs_tts/requirements.txt /app/extensions/elevenlabs_tts/requirements.txt
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COPY extensions/google_translate/requirements.txt /app/extensions/google_translate/requirements.txt
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COPY extensions/silero_tts/requirements.txt /app/extensions/silero_tts/requirements.txt
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COPY extensions/whisper_stt/requirements.txt /app/extensions/whisper_stt/requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/api && pip3 install -r requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/elevenlabs_tts && pip3 install -r requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/google_translate && pip3 install -r requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/silero_tts && pip3 install -r requirements.txt
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RUN --mount=type=cache,target=/root/.cache/pip . /app/venv/bin/activate && cd extensions/whisper_stt && pip3 install -r requirements.txt
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COPY requirements.txt /app/requirements.txt
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RUN . /app/venv/bin/activate && \
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pip3 install -r requirements.txt
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RUN cp /app/venv/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cuda118.so /app/venv/lib/python3.10/site-packages/bitsandbytes/libbitsandbytes_cpu.so
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COPY . /app/
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ENV CLI_ARGS=""
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CMD . /app/venv/bin/activate && python3 server.py ${CLI_ARGS}
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