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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 wheel && \ |
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pip3 install torch torchvision torchaudio && \ |
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pip3 install -r requirements.txt |
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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 <[email protected]>" |
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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 python3-dev libportaudio2 libasound-dev git python3 python3-pip make g++ && \ |
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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 wheel && \ |
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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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