| | --- |
| | pipeline_tag: text-generation |
| | inference: true |
| | license: apache-2.0 |
| | datasets: |
| | - simplescaling/s1K |
| | base_model: |
| | - Qwen/Qwen2.5-Coder-32B-Instruct |
| | --- |
| | |
| | # 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}, |
| | } |
| | ``` |
