LoRA Model Card for CAT-Tryoff-Flux (ComfyUI)

This is a LoRA adaptation of the original CAT-Tryoff-Flux virtual try-off model. It is optimized for use in ComfyUI and has been tested specifically with the FLUX.1-Fill-dev base model.

Overview

The LoRA version enables efficient garment try-off capabilities using ComfyUI workflows. It reconstructs a clear front view of clothing from input images of people wearing the garments, closely following the methodology of the original CATVTON-FLUX.

Originally Developed by: X/Twitter: Black Magic An
Repository: github

ComfyUI Usage

This LoRA is designed to be used only in ComfyUI environments. It integrates seamlessly into custom workflows for try-off image generation.

The recommended setup includes:

Base model: FLUX.1-Fill-dev
LoRA applied: CAT-Tryoff-Flux-LoRA
LoRA strength: Adjust as needed based on garment complexity and fit accuracy.

⚡ Performance Note: The reference workflow uses Nunchaku nodes to significantly improve processing speed. These can be replaced with standard ComfyUI nodes if Nunchaku is not available.

Workflow and Setup

You can download and explore the full ComfyUI workflow here:

👉 Download the CAT-Tryoff-Flux LoRA Workflow

Output Examples

Below are a few example outputs generated with the LoRA model. On the left is the input, on the right is the output:

Example 1

Example 2

Example 3

Notes

This LoRA model is experimental and has only been tested with FLUX.1-Fill-dev.
For best results, remove the background and use high-quality garment input images.
Accuracy may vary based on lighting, occlusion, and clothing type.

theunlikely
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cat-tryoff-flux-lora