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What do you mean by "flop"? If you mean bad quality this is definitely a common complaint for this model. You can try reducing the guidance scale to 4.5, which is recommended, but there are fundamental issues with the model itself as well.
When trying to generate image from diffusers I just notice the image is kinda flop and idid try saved the image and the resolution is 512x512
the same thing I reported on hugging face respiratory
huggingface/diffusers#8502
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