| pipeline_tag: text-generation | |
| inference: true | |
| license: apache-2.0 | |
| datasets: | |
| - simplescaling/s1K | |
| library_name: transformers | |
| tags: | |
| - vllm | |
| # 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. | |
| - **Repository:** [simplescaling/s1](https://github.com/simplescaling/s1) | |
| - **Paper:** https://arxiv.org/abs/2501.19393 | |
| # Use | |
| 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}, | |
| } | |
| ``` |