Illustrious LoRA Tools

Dataset bridge nodes for Illustrious SDXL LoRA training in ComfyUI

By katorikonoe-ai·Created 2 days ago·Updated 2 days ago· 0

katorikonoe-ai/ComfyUI-IllustriousLoRATools

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ComfyUI Illustrious LoRA Tools

Small bridge nodes for an Illustrious/SDXL LoRA training workflow.

Illustrious Kohya Dataset Bridge

Connects captions produced by BSS WD14 Batch Tagger to a ComfyUI-TrainTools-MZ workspace. It accepts any number of PNG, JPG, JPEG, or WEBP images, validates matching caption files, calculates automatic repeats, and writes the dataset.json consumed by Kohya sd-scripts.

Automatic repeats:

1–9 images: 10
10–19 images: 6
20–39 images: 4
40–79 images: 2
80+ images: 1

The accompanying workflow trains for 20 epochs and saves every epoch, producing 20 LoRA checkpoints when training completes successfully.

Required companion packs

https://github.com/MinusZoneAI/ComfyUI-TrainTools-MZ
https://github.com/BlackSnowSkill/wd14_batch_tagger

Install this directory under ComfyUI/custom_nodes/, then restart ComfyUI.