---
license: mit
tags:
- virtual-try-on
- flux
- lora
- garment
---

# FitVTON Pretrained Weights

Pretrained LoRA adapters for [FitVTON](https://github.com/ZenoNing/FitVTON) (fit-aware virtual try-on on FLUX.1 Kontext).

| File | Stage | Description |
|------|-------|-------------|
| `default_lora_weights.safetensors` | I | Fitting LoRA — geometry / fit prior from GarmentCodeVTON simulation triplets |
| `texture_lora_weights.safetensors` | II | Texture LoRA — real-image texture rectification (image branch only) |

## Download

```bash
pip install -U huggingface_hub
hf download ZenoNing/FitVTON checkpoints --local-dir .
```

Place the downloaded `checkpoints/` folder at the FitVTON repo root and set `"checkpoints": { "root": "checkpoints" }` in `system.json`.

## Citation

See the main [FitVTON repository](https://github.com/ZenoNing/FitVTON) for paper and citation details.