Tiny Recursive Model (TRM)

Reimplementation using Pytorch Lightning of the Tiny Recursive Model in the paper, Less is More: Recursive Reasoning with Tiny Networks by Alexia Jolicoeur-Martineau.

Citations

@misc{jolicoeurmartineau2025morerecursivereasoningtiny,
    title   = {Less is More: Recursive Reasoning with Tiny Networks}, 
    author  = {Alexia Jolicoeur-Martineau},
    year    = {2025},
    eprint  = {2510.04871},
    archivePrefix = {arXiv},
    primaryClass = {cs.LG},
    url     = {https://arxiv.org/abs/2510.04871}, 
}
@misc{wang2025hierarchicalreasoningmodel,
      title={Hierarchical Reasoning Model}, 
      author={Guan Wang and Jin Li and Yuhao Sun and Xing Chen and Changling Liu and Yue Wu and Meng Lu and Sen Song and Yasin Abbasi Yadkori},
      year={2025},
      eprint={2506.21734},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2506.21734}, 
}