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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 wheel && \ | |
| 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="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}" | |
| RUN . /build/venv/bin/activate && \ | |
| python3 setup_cuda.py bdist_wheel -d . | |
| FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04 | |
| LABEL maintainer="Your Name <your.email@example.com>" | |
| LABEL description="Docker image for GPTQ-for-LLaMa and Text Generation WebUI" | |
| RUN apt-get update && \ | |
| apt-get install --no-install-recommends -y python3-dev libportaudio2 libasound-dev git python3 python3-pip make g++ && \ | |
| rm -rf /var/lib/apt/lists/* | |
| RUN --mount=type=cache,target=/root/.cache/pip pip3 install virtualenv | |
| RUN mkdir /app | |
| WORKDIR /app | |
| ARG WEBUI_VERSION | |
| RUN test -n "${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 wheel && \ | |
| pip3 install torch torchvision torchaudio | |
| COPY --from=builder /build /app/repositories/GPTQ-for-LLaMa | |
| RUN . /app/venv/bin/activate && \ | |
| pip3 install /app/repositories/GPTQ-for-LLaMa/*.whl | |
| COPY extensions/api/requirements.txt /app/extensions/api/requirements.txt | |
| COPY extensions/elevenlabs_tts/requirements.txt /app/extensions/elevenlabs_tts/requirements.txt | |
| COPY extensions/google_translate/requirements.txt /app/extensions/google_translate/requirements.txt | |
| COPY extensions/silero_tts/requirements.txt /app/extensions/silero_tts/requirements.txt | |
| COPY extensions/whisper_stt/requirements.txt /app/extensions/whisper_stt/requirements.txt | |
| 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 | |
| COPY requirements.txt /app/requirements.txt | |
| RUN . /app/venv/bin/activate && \ | |
| 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 | |
| COPY . /app/ | |
| ENV CLI_ARGS="" | |
| CMD . /app/venv/bin/activate && python3 server.py ${CLI_ARGS} | |