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Masked training AKA masked loss - by PotatCat

Masked training What is masked training? With masked training you can adjust loss with mask. In simple you can prevent lora from learning unmasked parts. Mask value can be between 0-255 to adjust the masked loss. Why should you use it? R...

Masked training AKA masked loss - by PotatCat

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Masked training What is masked training? With masked training you can adjust loss with mask. In simple you can prevent lora from learning unmasked parts. Mask value can be between 0-255 to adjust the masked loss. Why should you use it? Remove unwanted elements from training data and completely prevent lora from learning unmasked areas. For example unwanted elements in style (signatures,text,repeating accessories, repeating clothing,bad hands etc...) It can be extremely useful with low image c...

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Canonical: https://arcenciel.io/articles/26
Author: PotatCat