English

Hyacinth6B: A large language model for Traditional Chinese

Computation and Language 2024-03-27 v2 Artificial Intelligence

Abstract

This research's primary motivation of this study is to address the high hardware and computational demands typically associated with LLMs.Therefore,our goal is to find a balance between model lightness and performance,striving to maximize performance while using a comparatively lightweight model. Hyacinth6B was developed with this objective in mind,aiming to fully leverage the core capabilities of LLMs without incurring substantial resource costs, effectively pushing the boundaries of smaller model's performance. The training approach involves parameter efficient finetuning using the LoRA method.

Keywords

Cite

@article{arxiv.2403.13334,
  title  = {Hyacinth6B: A large language model for Traditional Chinese},
  author = {Chih-Wei Song and Yin-Te Tsai},
  journal= {arXiv preprint arXiv:2403.13334},
  year   = {2024}
}

Comments

14pages

R2 v1 2026-06-28T15:26:54.423Z