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Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
Estimating the uncertainty of responses of Large Language Models~(LLMs) remains a critical challenge. While recent Bayesian methods …
Haizhou Shi, Yibin Wang, Ligong Han, Dimitris Metaxas, Huan Zhang, Hao Wang
PDF Code Poster arxiv
Continual Learning of Large Language Models: A Comprehensive Survey
‘The recent success of large language models (LLMs) trained on static, pre-collected, general datasets has sparked numerous …
Haizhou Shi, Zihao Xu, Hengyi Wang, Weiyi Qin, Wenyuan Wang, Yibin Wang, Hao Wang
PDF Code arxiv