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@@ -129,19 +129,4 @@ It sets a new state-of-the-art standard for models in its size class, outperform
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  ⚖️ License and Terms of Use
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  This model is released under the cc-by-nc-4.0 license, inheriting the license of its base model.
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- This means it is available for research and non-commercial use only. Please review the license terms before using this model in your projects.
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- Citing the Base Model's Research
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- If you find the underlying methods of this model useful in your research, please cite the ProRL paper:
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- Code snippet
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- @article{liu2025prorl,
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- author = {Mingjie Liu, Shizhe Diao, Ximing Lu, Jian Hu, Xin Dong, Yejin Choi, Jan Kautz, Yi Dong},
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- title={ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models},
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- journal = {arXiv preprint},
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- year = {2025},
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- archivePrefix = {arXiv},
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- primaryClass = {cs.CL},
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- url={[https://arxiv.org/abs/2505.24864](https://arxiv.org/abs/2505.24864)},
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- }
 
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  ⚖️ License and Terms of Use
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  This model is released under the cc-by-nc-4.0 license, inheriting the license of its base model.
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+ This means it is available for research and non-commercial use only. Please review the license terms before using this model in your projects.