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@@ -111,10 +111,10 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
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  If you find our work helpful, feel free to give us a citation.
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  ```
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- @article{yang2024qwen2,
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- title={Qwen2 technical report},
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- author={Yang, An and Yang, Baosong and Hui, Binyuan and Zheng, Bo and Yu, Bowen and Zhou, Chang and Li, Chengpeng and Li, Chengyuan and Liu, Dayiheng and Huang, Fei and others},
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- journal={arXiv preprint arXiv:2407.10671},
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  year={2024}
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  }
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  ```
 
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  If you find our work helpful, feel free to give us a citation.
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  ```
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+ @article{yang2024qwen25mathtechnicalreportmathematical,
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+ title={Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement},
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+ author={An Yang and Beichen Zhang and Binyuan Hui and Bofei Gao and Bowen Yu and Chengpeng Li and Dayiheng Liu and Jianhong Tu and Jingren Zhou and Junyang Lin and Keming Lu and Mingfeng Xue and Runji Lin and Tianyu Liu and Xingzhang Ren and Zhenru Zhang},
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+ journal={arXiv preprint arXiv:2409.12122},
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  year={2024}
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  }
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  ```