| --- |
| pipeline_tag: text-generation |
| inference: true |
| license: apache-2.0 |
| datasets: |
| - simplescaling/s1K |
| --- |
| |
| # Model Summary |
|
|
| > s1 is a reasoning model finetuned from Qwen2.5-32B-Instruct on just 1,000 examples. It matches o1-preview & exhibits test-time scaling via budget forcing. |
|
|
|
|
| - **Paper:** https://arxiv.org/abs/2501.19393 |
|
|
| # |
|
|
| The model usage is documented [here](https://github.com/simplescaling/s1?tab=readme-ov-file#inference). |
|
|
| # Citation |
|
|
| ```bibtex |
| @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}, |
| } |
| ``` |
