Add Docker setup
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Dockerfile
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Dockerfile
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FROM nvidia/cuda:11.6.0-base-ubuntu20.04
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RUN apt-get update && apt-get install python3 python3-pip -y
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RUN pip3 install --upgrade diffusers transformers scipy python-dotenv cuda-python && \
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pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117 && \
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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
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WORKDIR /app
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COPY main.py /app/main.py
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VOLUME /root/.cache/huggingface/diffusers/
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CMD [ "python3", "main.py" ]
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docker-compose.yaml
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docker-compose.yaml
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version: '3.9'
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services:
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app:
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image: stablediffusion
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build: .
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runtime: nvidia
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env_file:
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- .env
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volumes:
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- ./images:/images
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