Model Summary

• Repository: simplescaling/s1
• Paper: https://arxiv.org/abs/2501.19393

Use

This is an older step-conditional control model for our paper used only for the Discussion section. You can evaluate using the information here.

Training information

• TRL: 0.13.0
• Transformers: 4.48.0
• Pytorch: 2.3.1
• Datasets: 3.0.1
• Tokenizers: 0.21.0

Citation

@misc{muennighoff2025s1simpletesttimescaling,
      title={s1: Simple test-time scaling}, 
      author={Niklas Muennighoff and Zitong Yang and Weijia Shi and Xiang Lisa Li and Li Fei-Fei and Hannaneh Hajishirzi and Luke Zettlemoyer and Percy Liang and Emmanuel Candès and Tatsunori Hashimoto},
      year={2025},
      eprint={2501.19393},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2501.19393}, 
}