Create README.md

README.md

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+---
+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}
+}