lora
Using Low-rank adaptation to quickly fine-tune diffusion models.
About this project
Low-rank Adaptation for Fast Text-to-Image Diffusion Fine-tuning Using LoRA to fine tune on illustration dataset : $W = W0 + \alpha \Delta W$, where $\alpha$ is the merging ratio. Above gif is scaling alpha from 0 to 1. Setting alpha to 0 is same as using the original model, and setting alpha to 1 is same as using the fully fine-tuned model. SD 1.5 PTI on Kiriko, the game character, Various Prompts. "baby lion in style of ", with disney-style LoRA model. "superman, style of ", with pop-art style LoRA model. Main Features — Fine-tune Stable diffusion models twice as fast than dreambooth method, by Low-rank Adaptation — Get insanely small…
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