README.md

---
license: apache-2.0
library_name: pytorch
tags:
  - image-generation
  - autoregressive
  - rear
---

# reAR checkpoints (S / B / L)

This repository provides model checkpoints for **reAR** introduced in the paper:
**“REAR: Rethinking Visual Autoregressive Models via Generator-Tokenizer Consistency Regularization.”** (arXiv:2510.04450)  
Reference: arXiv abstract/HTML page. 

## Files

This repo contains the following weight files:

- `reAR-S.safetensors`
- `reAR-B.safetensors`
- `reAR-L.safetensors`

## Code & instructions

All training / inference code and detailed instructions are maintained on **GitHub**:  
- GitHub: https://github.com/QY-H00/reAR

This Hugging Face repo is mainly for hosting the released checkpoints.

## Citation

If you use these checkpoints, please cite:

```bibtex
@article{he2025rear,
  title   = {REAR: Rethinking Visual Autoregressive Models via Generator-Tokenizer Consistency Regularization},
  author  = {He, Qiyuan and Li, Yicong and Ye, Haotian and Wang, Jinghao and Liao, Xinyao and Heng, Pheng-Ann and Ermon, Stefano and Zou, James and Yao, Angela},
  journal = {arXiv preprint arXiv:2510.04450},
  year    = {2025}
}