| --- |
| license: cc-by-nc-2.0 |
| base_model: |
| - black-forest-labs/FLUX.1-Fill-dev |
| pipeline_tag: image-to-image |
| tags: |
| - tryon |
| - vto |
| - tryoff |
| --- |
| # LoRA Model Card for CAT-Tryoff-Flux (ComfyUI) |
|
|
| This is a **LoRA adaptation** of the original [CAT-Tryoff-Flux](https://huggingface.co/xiaozaa/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](https://x.com/MrsZaaa) |
| - **Repository:** [github](https://github.com/nftblackmagic/catvton-flux) |
|
|
| ## 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](https://huggingface.co/theunlikely/cat-tryoff-flux-lora/blob/main/workflow.json) |
|
|
| ## 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 |
| <img src="results/1.png" alt="result 1" width="512"/> |
|
|
| --- |
|
|
| ### Example 2 |
| <img src="results/2.png" alt="result 2" width="512"/> |
|
|
| --- |
|
|
| ### Example 3 |
| <img src="results/3.png" alt="result 3" width="512"/> |
|
|
| --- |
|
|
| ## 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. |
