FROM nvidia/cuda:11.6.0-base-ubuntu20.04
RUN apt-get update && apt-get install python3 python3-pip -y

RUN pip3 install --upgrade diffusers transformers scipy python-dotenv cuda-python && \
    pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117 && \
    pip install torch==1.11.0+cu115 torchvision==0.12.0+cu115 torchaudio==0.11.0+cu115 -f https://download.pytorch.org/whl/torch_stable.html

WORKDIR /app

COPY main.py /app/main.py
VOLUME /root/.cache/huggingface/diffusers/


CMD [ "python3", "main.py" ]