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="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}" RUN . /build/venv/bin/activate && \ python3 setup_cuda.py bdist_wheel -d . FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04 LABEL maintainer="Your Name " LABEL description="Docker image for GPTQ-for-LLaMa and Text Generation WebUI" RUN apt-get update && \ apt-get install --no-install-recommends -y python3-dev libportaudio2 libasound-dev git python3 python3-pip make g++ && \ rm -rf /var/lib/apt/lists/* RUN --mount=type=cache,target=/root/.cache/pip pip3 install virtualenv RUN mkdir /app WORKDIR /app ARG WEBUI_VERSION RUN test -n "${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}