---
base_model:
- Qwen/Qwen2.5-VL-7B-Instruct
pipeline_tag: image-text-to-text
library_name: adapter-transformers
---

This is the **vSearcher** model introduced in paper ["InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search"](https://arxiv.org/abs/2512.18745).
The model is finetuned from `Qwen2.5-VL-7B-Instruct` via RL as a subagent under **vReasoner** `GPT-5-mini`.
For more information on how to use this model, see our [GitHub page](https://github.com/m-Just/InSight-o3).

```
@inproceedings{li2026insight_o3,
  title={InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search},
  author={Kaican Li and Lewei Yao and Jiannan Wu and Tiezheng Yu and Jierun Chen and Haoli Bai and Lu Hou and Lanqing Hong and Wei Zhang and Nevin L. Zhang},
  booktitle={The Fourteenth International Conference on Learning Representations},
  year={2026}
}
```