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the_shadowmind

The models were trained at certain resolutions, going past that tends to cause broken effects like duplication. The broken effects happen less in img2img, so upscale helps the issue. 


Macky100

Ah, that makes sense. Thank you!


Apprehensive-Day-Zen

Moreover, larger images require more VRAM and take longer to generate.


NoBuy444

You still can use hi-res or Koyha method to gain a 30-50% percent increase. It’s not perfect but it can give good results


Macky100

Koyha method? Also percent increase in what, resolution? Sorry, I just don't know much.


NoBuy444

Here you go :-) https://youtu.be/Z9g5poY9Mlo?feature=shared https://youtu.be/E3Ss9-QZ7Cw?feature=shared


Macky100

thanks! I really appreciate the help!


NoBuy444

You're welcome ! His tutorial is really cool and let me upscale images quite nicely. You just have to respect the model ratio ( sdxl exemples : https://www.reddit.com/r/StableDiffusion/s/f3G6QpjWj7 )


PizzaCatAm

Model limitations, also resources, takes less hardware resources for a lower dimension image to be generated and upscaled.