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In the realm of language models, the nuanced linguistic and culturalintricacies of Traditional Chinese, as spoken in Taiwan, have been largelyoverlooked. This paper introduces Taiwan LLM, a pioneering Large Language Modelthat specifically caters to the Traditional Chinese language, with a focus onthe variant used in Taiwan. Leveraging a comprehensive pretraining corpus andinstruction-finetuning datasets, we have developed a model that not onlyunderstands the complexities of Traditional Chinese but also embodies thecultural context of Taiwan. Taiwan LLM represents the first of its kind, amodel that is not only linguistically accurate but also culturally resonantwith its user base. Our evaluations demonstrate that Taiwan LLM achievessuperior performance in understanding and generating Traditional Chinese text,outperforming existing models that are predominantly trained on SimplifiedChinese or English. The open-source release of Taiwan LLM invites collaborationand further innovation, ensuring that the linguistic diversity of Chinesespeakers is embraced and well-served. The model, datasets, and furtherresources are made publicly available to foster ongoing research anddevelopment in this field.

Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model