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notebooks/official/stable_diffusion/README.md

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+
+[Training, tuning and deploying a PyTorch stable diffusion model on Vertex AI](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/stable_diffusion/dreambooth_stablediffusion.ipynb)
+
+```
+Learn to build, train, tune and deploy a stable diffusion 2.0 model using HuggingFace and PyTorch on
+[Vertex AI](https://cloud.google.com/vertex/).
+
+The steps performed include:
+
+- Fine tune the stable diffusion 2.0 model with your own images.
+- Upload the model artifacts to Google Cloud Storage.
+- Check the created model artifacts.
+- Upload the model in the PyTorch prebuilt container.
+- Create an endpoint on Vertex AI.
+- Deploy the model to the endpoint.
+- Generate a new image.
+
+```