---
library_name: transformers
license: apache-2.0
base_model: Qwen/Qwen2.5-3B-Instruct
tags:
  - qwen2.5
  - deepcontrol
  - search-augmented
  - reinforcement-learning
  - text-generation
language:
  - en
pipeline_tag: text-generation
---

# DeepControl-Qwen2.5-3B

Deep search agent checkpoint from Qwen2.5-3B-Instruct under [Adaptive Information Control for Search-Augmented LLM Reasoning](https://arxiv.org/abs/2602.01672).

## Quick start

See our repo [DeepControl](https://github.com/xiongsiheng/DeepControl) for more details.

## Citation

```bibtex
@article{xiong2026adaptive,
  title={Adaptive Information Control for Search-Augmented LLM Reasoning},
  author={Xiong, Siheng and Gungordu, Oguzhan and Kerce, James C and Fekri, Faramarz},
  journal={arXiv preprint arXiv:2602.01672},
  year={2026}
}
```