Investigating translation for Indic languages with BLOOMZ-3b through prompting and LoRA fine-tuning.

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作者： Aarathi Rajagopalan,Nair ^[1] ; Deepa,Gupta ^[2] ; B,Premjith ^[3]

作者单位： Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India. ^[1] Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India. g_deepa@blr.amrita.edu. ^[2] Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore, India. ^[3]

关键词 Indic languages Large language models Low rank adaptation Machine translation Parameter efficient fine-tuning Prompt engineering

DOI 10.1038/s41598-024-74617-9

PMID 39406794

发布时间 2024-10-18

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