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Can LoRA be applied to different base models?

Open CJ0109 opened this issue 2 years ago • 0 comments

I've always been curious about how LoRA works. For example, if I trained my LoRA parameters on SD-1-4, can I apply it directly to the base model of SD-1-5? According to my previous knowledge, this should not work, because this is equivalent to changing the model parameters of SD-1-5, which will cause the inference to fail. But that doesn't seem to be the case. When I use Chilloutmix, different LoRA models such as JapaneseDoll, KoreaDoll can be combined into the base model with different weights, and it works quite well.

CJ0109 avatar May 31 '23 03:05 CJ0109