Even_Adder@lemmy.dbzer0.com to Stable Diffusion@lemmy.dbzer0.com • 2 months agoStable Diffusion 3 Medium Fine-tuning Tutorial — Stability AIexternal-linkmessage-square8 fedilinkarrow-up17
arrow-up17external-linkStable Diffusion 3 Medium Fine-tuning Tutorial — Stability AIEven_Adder@lemmy.dbzer0.com to Stable Diffusion@lemmy.dbzer0.com • 2 months agomessage-square8 Commentsfedilink
minus-squareclb92@feddit.dkhexbear1·edit-22 months agoPeople have been training great Flux LoRAs for a while now, haven't they? Is a LoRA not a finetune, or have I misunderstood something? linkfedilink
minus-squareEven_Adder@lemmy.dbzer0.comhexagonhexbear1·2 months agoLast I heard, LoRAs cause catastrophic forgetting in the model, and full fine-tuning doesn't really work. linkfedilink
minus-squareclb92@feddit.dkhexbear2·2 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 😊 linkfedilink
minus-squareerenkoylu@lemmy.mlhexbear1·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). linkfedilink
People have been training great Flux LoRAs for a while now, haven't they? Is a LoRA not a finetune, or have I misunderstood something?
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).