---
license: mit
language:
- en
base_model:
- Qwen/Qwen3-4B
pipeline_tag: text-generation
---
## Model Details

### Model Description

This is the model for paper [Efficient Reasoning via Thought-Training and Thought-Free Inference](https://arxiv.org/abs/2511.03408)


## Citation [optional]

<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```
@article{wu2025efficient,
  title={Efficient Reasoning via Thought-Training and Thought-Free Inference},
  author={Wu, Canhui and Cao, Qiong and Xue, Chao and Xi, Wei and He, Xiaodong},
  journal={arXiv preprint arXiv:2511.03408},
  year={2025}
}
```