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@@ -324,11 +324,13 @@ This model is an instructional model. However, it’s still undergoing developme
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  - If you find Typhoon2 useful for your work, please cite it using:
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  ```
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- @article{pipatanakul2023typhoon,
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- title={Typhoon: Thai Large Language Models},
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- author={Kunat Pipatanakul and Phatrasek Jirabovonvisut and Potsawee Manakul and Sittipong Sripaisarnmongkol and Ruangsak Patomwong and Pathomporn Chokchainant and Kasima Tharnpipitchai},
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- year={2023},
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- journal={arXiv preprint arXiv:2312.13951},
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- url={https://arxiv.org/abs/2312.13951}
 
 
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  }
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  ```
 
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  - If you find Typhoon2 useful for your work, please cite it using:
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  ```
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+ @misc{typhoon2,
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+ title={Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models},
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+ author={Kunat Pipatanakul and Potsawee Manakul and Natapong Nitarach and Warit Sirichotedumrong and Surapon Nonesung and Teetouch Jaknamon and Parinthapat Pengpun and Pittawat Taveekitworachai and Adisai Na-Thalang and Sittipong Sripaisarnmongkol and Krisanapong Jirayoot and Kasima Tharnpipitchai},
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+ year={2024},
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+ eprint={2412.13702},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2412.13702},
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  }
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  ```