EASY Offline Stable Diffusion Model Training, make your own custom LoRA with Kohya, simple process!

Описание

In Part 1, I covered how to install Kohya to create your own LoRA.

This is part 2, describing the process of preparing your images, creating the description files, and the steps to create your own LoRA. I also dig a little into what a Low-Rank Adaptation (LoRA) is, and how it differs from a base model. Hope you find this useful!

Other items discussed in this video:

Low-Rank Adaptation of Large Language Models:
https://arxiv.org/pdf/2106.09685.pdf

What Every User Should Know About Mixed Precision Training in PyTorch:
https://pytorch.org/blog/what-every-user-should-know-about-mixed-precision-training-in-pytorch/

Base model that I used to train my LoRA (A-Zovya RPG, V3):
https://civitai.com/models/8124/a-zovya-rpg-artist-tools