diff --git a/Dockerfile b/Dockerfile
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+++ b/Dockerfile
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+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" ]
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diff --git a/docker-compose.yaml b/docker-compose.yaml
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+++ b/docker-compose.yaml
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+version: '3.9'
+
+services:
+  app:
+    image: stablediffusion
+    build: .
+    runtime: nvidia
+    env_file:
+      - .env
+    volumes:
+      - ./images:/images
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