Modelpublic

tmr1q84/SIMPLE-PDE-Qwen2.5-3B

sourceHugging Faceupdated 5mo agoView on Hugging Face

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Model Card

This model is a fine-tuned version of Qwen/Qwen2.5-3B-Instruct on the custom pde dataset. It has been trained using TRL.

Training procedure

This model was trained with GRPO, a method introduced in DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Framework versions

—TRL: 0.18.0
—Transformers: 4.52.3
—Pytorch: 2.6.0
—Datasets: 4.7.0
—Tokenizers: 0.21.4

Citations

Cite GRPO as:

bibtex

@article{zhihong2024deepseekmath,
    title        = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
    author       = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
    year         = 2024,
    eprint       = {arXiv:2402.03300},
}

Cite TRL as:

bibtex

@misc{vonwerra2022trl,
	title        = {{TRL: Transformer Reinforcement Learning}},
	author       = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
	year         = 2020,
	journal      = {GitHub repository},
	publisher    = {GitHub},
	howpublished = {\url{https://github.com/huggingface/trl}}
}