---
base_model:
- Qwen/Qwen3-4B-Base
datasets:
- RuleReasoner/rule-reasoning
language:
- en
library_name: transformers
license: mit
metrics:
- accuracy
pipeline_tag: text-generation
tags:
- rule-based reasoning
new_version: RuleReasoner/RuleReasoner-4B
---

If you use the model in your research, please cite the original papers as below.

```latex
@article{liu2025rulereasoner,
      title={RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling}, 
      author={Yang Liu and Jiaqi Li and Zilong Zheng},
      year={2025},
      eprint={2506.08672},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2506.08672}, 
}
```

Code: https://github.com/bigai-nlco/RuleReasoner