Introduction to TraDo

Paper | Code | Blog

We introduce TraDo, SOTA diffusion language model, trained with TraceRL.

• TraDo-4B-Instruct and TraDo-8B-Instruct outperform similarly sized strong AR models across math reasoning tasks.
• TraDo-8B-Thinking is the first Long-CoT diffusion language model.

Citation

@article{wang2025trado,
  title={Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models},
  author={Wang, Yinjie and Yang, Ling and Li, Bowen and Tian, Ye and Shen, Ke and Wang, Mengdi},
  journal={arXiv preprint arXiv:2509.06949},
  year={2025}
}