---
base_model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
library_name: transformers
model_name: DeepSeek-R1-0528-Qwen3-8B-GRPO-trlv5
tags:
- generated_from_trainer
- trl
- grpo
- rpt
licence: license
license: apache-2.0
language:
- en
- es
- fr
- ar
---

# Model Card for RPT-DeepSeek-R1-0528-Qwen3-8B

This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B).
It has been trained using [TRL](https://github.com/huggingface/trl).



This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
The GRPO training followed the methodology introduced in RPT (Reinforcement Pre-Training Paper ): https://huggingface.co/papers/2506.08007
### Framework versions

- TRL: 0.19.0
- Transformers: 4.52.4
- Pytorch: 2.6.0+cu124
- Datasets: 3.6.0
- Tokenizers: 0.21.2
- vllm: 0.8.5.post1

## 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}}
}
```