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Skywork-OR1 (Open Reasoner 1) series of models, including Skywork-OR1-Math-7B, Skywork-OR1-32B-Preview, and Skywork-OR1-7B-Preview. We open-source
Skywork-OR1-Math-7B, Skywork-OR1-32B-Preview, Skywork-OR1-7B-PreviewSkywork-OR1-RL-DataSkywork-OR1
Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B-Preview and Skywork-OR1-32B-Preview, along with a math-specialized model, Skywork-OR1-Math-7B.Skywork-OR1-Math-7B is specifically optimized for mathematical reasoning, scoring 69.8 on AIME24 and 52.3 on AIME25 — well ahead of all models of similar size.Skywork-OR1-32B-Preview delivers the 671B-parameter Deepseek-R1 performance on math tasks (AIME24 and AIME25) and coding tasks (LiveCodeBench).Skywork-OR1-7B-Preview outperforms all similarly sized models in both math and coding scenarios.
| Model | AIME24 (Avg@32) | AIME25 (Avg@32) | LiveCodeBench (8/1/24-2/1/25) (Avg@4) |
|---|---|---|---|
| DeepSeek-R1-Distill-Qwen-7B | 55.5 | 39.2 | 37.6 |
| Light-R1-7B-DS | 59.1 | 44.3 | 39.5 |
| DeepSeek-R1-Distill-Qwen-32B | 72.9 | 59.0 | 57.2 |
| TinyR1-32B-Preview | 78.1 | 65.3 | 61.6 |
| QwQ-32B | 79.5 | 65.3 | 61.6 |
| DeepSeek-R1 | 79.8 | 70.0 | 65.9 |
| Skywork-OR1-Math-7B | 69.8 | 52.3 | 43.6 |
| Skywork-OR1-7B-Preview | 63.6 | 45.8 | 43.9 |
| Skywork-OR1-32B-Preview | 79.7 | 69.0 | 63.9 |
DeepSeek-R1-Distill-Qwen-7B and DeepSeek-R1-Distill-Qwen-32B.verl project.1@misc{skywork-or1-2025,
2 title={Skywork Open Reasoner Series},
3 author = {He, Jujie and Liu, Jiacai and Liu, Chris Yuhao and Yan, Rui and Wang, Chaojie and Cheng, Peng and Zhang, Xiaoyu and Zhang, Fuxiang and Xu, Jiacheng and Shen, Wei and Li, Siyuan and Zeng, Liang and Wei, Tianwen and Cheng, Cheng and Liu, Yang and Zhou, Yahui},
4 howpublished={\url{https://capricious-hydrogen-41c.notion.site/Skywork-Open-Reaonser-Series-1d0bc9ae823a80459b46c149e4f51680}},
5 note={Notion Blog},
6 year={2025}
7}