Even_Adder@lemmy.dbzer0.com to Stable Diffusion@lemmy.dbzer0.comEnglish · 2 months agoStable Diffusion 3 Medium Fine-tuning Tutorial — Stability AIstability.aiexternal-linkmessage-square8fedilinkarrow-up11arrow-down10
arrow-up11arrow-down1external-linkStable Diffusion 3 Medium Fine-tuning Tutorial — Stability AIstability.aiEven_Adder@lemmy.dbzer0.com to Stable Diffusion@lemmy.dbzer0.comEnglish · 2 months agomessage-square8fedilink
minus-squareEven_Adder@lemmy.dbzer0.comOPlinkfedilinkEnglisharrow-up0·2 months agoLast I heard, LoRAs cause catastrophic forgetting in the model, and full fine-tuning doesn’t really work.
minus-squareclb92@feddit.dklinkfedilinkEnglisharrow-up0·2 months agoOh well, in practice I’ll just continue to enjoy this (possibly forgetful and not-fully-finetunable) model then, that still gives me amazing results 😊
minus-squareerenkoylu@lemmy.mllinkfedilinkEnglisharrow-up0·edit-22 months agoquite the opposite. Lora’s are very effective against catastrophic forgetting, and full finetuning is very dangerous (but also much more powerful).
Last I heard, LoRAs cause catastrophic forgetting in the model, and full fine-tuning doesn’t really work.
Oh well, in practice I’ll just continue to enjoy this (possibly forgetful and not-fully-finetunable) model then, that still gives me amazing results 😊
quite the opposite. Lora’s are very effective against catastrophic forgetting, and full finetuning is very dangerous (but also much more powerful).