>This is a comprehensive tutorial on how to train your own Stable Diffusion LoRa Model Based on SDXL 1.0 Checkpoint using Kohya SS GUI.

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Relevant Links / Commands:

Kohya SS GitHub: https://github.com/bmaltais/kohya_ss

Python 3.10.9: https://www.python.org/downloads/release/python-3109/

Git: https://git-scm.com/download/win

CivitAI SDXL VAE Fix: https://civitai.com/models/101055/sd-xl

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TimeStamps:

0:00 Intro.
0:52 Kohya Install.
4:34 Kohya Accelerate Configuration.
5:50 Kohya GUI Intro.
7:54 Dataset Preparation.
14:37 Parameters Settings.
18:03 Learning Rate.
21:44 Network Alpha, Dimension.
25:16 LR Scheduler, Optimizer.
28:15 Captioning.
29:11 Print Command and Training.
30:16 LoRa in A1111, CFG Scale Trick.
31:40 Conclusion.