custom diffusion in diffusers

Author: Nupur Kumari

README.md

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 ### [website](https://www.cs.cmu.edu/~custom-diffusion/)  | [paper](http://arxiv.org/abs/2212.04488) | [gradio demo](https://huggingface.co/spaces/nupurkmr9/custom-diffusion)
 
 
+**[NEW!]** Custom Diffusion is now supported in diffusers. Please [refer](https://github.com/huggingface/diffusers/tree/main/examples/custom_diffusion) here for training and inference details. 
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 ### Training using Diffusers library
 
+**[NEW!]** Custom Diffusion is also supported in diffusers now. Please [refer](https://github.com/huggingface/diffusers/tree/main/examples/custom_diffusion) here for training and inference details. 
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 ```
 ## install requirements 
 pip install accelerate