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  Note: The first value in each cell represents **Rouge-L**.The second value (after `/`) represents **Accuracy**, normalized such that **Rouge-L = 100%**.
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  Note: The first value in each cell represents **Rouge-L**.The second value (after `/`) represents **Accuracy**, normalized such that **Rouge-L = 100%**.
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+ ## **Intended Uses & Limitations**
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+ This model is an instructional model. However, it’s still undergoing development. It incorporates some level of guardrails, but it still may produce answers that are inaccurate, biased, or otherwise objectionable in response to user prompts. We recommend that developers assess these risks in the context of their use case.
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+ ## **Follow us**
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+
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+ **https://twitter.com/opentyphoon**
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+
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+ ## **Support**
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+
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+ **https://discord.gg/CqyBscMFpg**
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+
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+ ## **Citation**
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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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+ ```