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I was using fast-stable-diffusion notebook of yours and I realized that your train_dreambooth.py was not using xformers so I checked out your code and the original diffusers. Based on this commit (huggingface#1627) I also added xformers support. After adding this, my training speed is increased from 1.35s/it to 1.04s/it