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Feb, 2024
LLM指导调优的数据选择调查
A Survey on Data Selection for LLM Instruction Tuning
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Jiahao Wang, Bolin Zhang, Qianlong Du, Jiajun Zhang, Dianhui Chu
TL;DR
通过介绍使用的指导数据集,提出了数据选择方法的新分类,并详细介绍了最近的研究进展、评估策略和结果,强调了这一任务的挑战和新的前沿。
Abstract
instruction tuning
is a vital step of training
large language models
(LLM), so how to enhance the effect of
instruction tuning
has receive
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