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@@ -80,9 +80,10 @@ Then, long-CoT data is used to obtain **AMD-0.6B**, further boosting accuracy to
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  ```bibtex
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  @misc{reasonlite2025,
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- title={ReasonLite: Ultra-Lightweight Math Reasoning Model},
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- author={AMD AI Lab},
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- year={2025},
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- url={https://huggingface.co/amd/ReasonLite-0.6B}
 
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  }
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  ```
 
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  ```bibtex
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  @misc{reasonlite2025,
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+ title = {ReasonLite: An Ultra-Lightweight 0.6B Reasoning Model},
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+ author = {An, Zihao and Chen, Chushi and Liu, Ziqiong and Li, Dong and Barsoum, Emad},
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+ year = {2025},
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+ url = {https://github.com/amd/ReasonLite},
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+ note = {Open-source project}
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  }
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  ```