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lora

LoRA Low-Rank_Adaptation_of_Large_Language_Models LoRA_for_Convolution_Network LECO

A method of finetuning adapted from a method previously used for language models. This method has multiple advantages, including faster training and smaller filesizes. Many training scripts now support this method out of the box.

Paper: https://arxiv.org/abs/2106.09685
Adaption for diffusion models: https://github.com/cloneofsimo/lora

Locon/LyCORIS expands upon this method, using further training enhancements and/or training more layers of the diffusion model (LoRA, in contrast, trains fewer diffusion model layers, something observed to be viable in the original LoRA paper). https://github.com/KohakuBlueleaf/LyCORIS

Posts with this metatag indicate they utilize at least one LoRA-trained model (or Locon/LyCORIS/etc).

The following tags are aliased to this tag: locon (learn more).

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