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  ## Evaluation
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- - Shows superior reasoning efficiency, shorter reasoning steps, higher readability, and better explanation quality compared to models of similar scale when evaluated on HRM-8K.
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  | Task | Score | Think Step Length | Korean Response Ratio |
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  |------------|:-----:|:------------------:|:---------------------:|
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  | GSM8k | 91.9 | 896 | 94.47 |
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  ## Citation
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  ```
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- @misc{KULLM-R2024,
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  title = {KULLM-R: Korea University Large Language Model for Reasoning},
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- author = {Korea University NLP Lab},
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- year = {2024},
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- url = {https://github.com/kullm-project/KULLM-R}
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  }
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  ```
 
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  ## Evaluation
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+ - Shows superior reasoning efficiency, shorter reasoning steps, higher readability in Korean, and better explanation quality compared to models of similar scale when evaluated on HRM-8K.
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  | Task | Score | Think Step Length | Korean Response Ratio |
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  |------------|:-----:|:------------------:|:---------------------:|
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  | GSM8k | 91.9 | 896 | 94.47 |
 
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  ## Citation
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  ```
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+ @misc{KULLM-R2025,
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  title = {KULLM-R: Korea University Large Language Model for Reasoning},
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+ author = {Korea University NLP&AI Lab},
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+ year = {2025},
 
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  }
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  ```