---
license: apache-2.0
base_model:
- Qwen/Qwen2.5-VL-7B-Instruct
---

This repository contains the model of the paper [LOVE-R1: Advancing Long Video Understanding with an Adaptive Zoom-in Mechanism via Multi-Step Reasoning](https://arxiv.org/abs/2509.24786).

Code: https://github.com/HumanMLLM/LOVE-R1

If you find our work helpful for your research, please consider citing our paper.

```
@article{fu2025lover1,
  title={LOVE-R1: Advancing Long Video Understanding with an Adaptive Zoom-in Mechanism via Multi-Step Reasoning},
  author={Fu, Shenghao and Yang, Qize and Li, Yuan-Ming and Wei, Xihan and Xie, Xiaohua and Zheng, Wei-Shi},
  journal={arXiv preprint arXiv:2509.24786},
  year={2025}
}
```