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@@ -27,7 +27,7 @@ GemmaX2-28-2B-v0.1 is the model version of GemmaX2-28-2B-Pretrain after SFT.
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  ### Model Source
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- - paper: coming soon.
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  ### Model Performance
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@@ -63,11 +63,13 @@ We collected monolingual data from [CulturaX](https://huggingface.co/datasets/uo
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  ## Citation
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  ```bibtex
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- @misc{gemmax2,
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- title = {Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study},
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- url = {},
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- author = {XiaoMi Team},
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- month = {October},
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- year = {2024}
 
 
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  }
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  ```
 
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  ### Model Source
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+ - paper: [Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study](https://arxiv.org/pdf/2502.02481)
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  ### Model Performance
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  ## Citation
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  ```bibtex
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+ @misc{cui2025multilingualmachinetranslationopen,
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+ title={Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study},
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+ author={Menglong Cui and Pengzhi Gao and Wei Liu and Jian Luan and Bin Wang},
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+ year={2025},
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+ eprint={2502.02481},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2502.02481},
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  }
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  ```