| license: apache-2.0 | |
| # RIME-2B | |
| **RIME** (**R**ewrite-dr**I**ven **M**ultimodal **E**mbedding) model based on Qwen2-VL-2B-Instruct. | |
| ## Model Description | |
| RIME jointly optimizes generation and embedding through a retrieval-friendly rewrite paradigm, producing both discriminative and generative multimodal embeddings for text, images, videos, and visual documents. | |
| ## Usage | |
| See the [RIME repository](https://github.com/PeppaWu/RIME) for inference and evaluation examples. | |
| ## Citation | |
| ```bibtex | |
| @article{wu2026beyond, | |
| title={Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings}, | |
| author={Wu, Peixi and Mei, Ke and Ma, Feipeng and Chai, Bosong and Lan, Zhibin and Zhao, Chenxi and Yan, Shannan and Chen, Jie and Hu, Zhangchi and Peng, Yansong and others}, | |
| journal={arXiv preprint arXiv:2604.22280}, | |
| year={2026} | |
| } | |
| ``` | |