This VAE was finetuned on PNG only anime illustrations for 512 steps with MAE Loss.
Used fp32 weights + fp16 mixed precision with learning rate 4e-6 and effective batch size of 16.
This training was to test my VAE decoder training code and 512 step model turned out to be better than i expected and fixes the color shifting issues of the original SD3 VAE pretty well.
I stopped messing with SD3 after a while but i decided to release this VAE finetune instead of deleting it.
Original Image:
Original SD3 VAE:
Anime VAE Finetune:
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