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A Survey on LoRA of Large Language Models

Autor: Mao, Yuren, Ge, Yuhang, Fan, Yijiang, Xu, Wenyi, Mi, Yu, Hu, Zhonghao, Gao, Yunjun

Low-Rank Adaptation~(LoRA), which updates the dense neural network layers with pluggable low-rank matrices, is one of the best performed parameter efficient fine-tuning paradigms. Furthermore, it has significant advantages in cross-task generalizatio

Externí odkaz: http://arxiv.org/abs/2407.11046

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FIT-RAG: Black-Box RAG with Factual Information and Token Reduction

Autor: Mao, Yuren, Dong, Xuemei, Xu, Wenyi, Gao, Yunjun, Wei, Bin, Zhang, Ying

Due to the extraordinarily large number of parameters, fine-tuning Large Language Models (LLMs) to update long-tail or out-of-date knowledge is impractical in lots of applications. To avoid fine-tuning, we can alternatively treat a LLM as a black-box

Externí odkaz: http://arxiv.org/abs/2403.14374

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Theoretical and experimental study of attenuation in cancellous bone

Autor: Xu, Wenyi, Xie, Weiya, Yu, Dong, Sun, Haohan, Gu, Ying, Tao, Xingliang, Qian, Menglu, Cheng, Liming, Wang, Hao, Cheng, Qian

Publikováno v: Wenyi Xu, Weiya Xie, Dong Yu, Haohan Sun, Ying Gu, Xingliang Tao, Menglu Qian, Liming Cheng, Hao Wang, Qian Cheng, Theoretical and experimental study of attenuation in cancellous bone, J. Biomed. Opt. 29(S1), S11526 (2024)

Photoacoustic (PA) technology can provide information on both the physical structure and chemical composition of bone, showing great potential in bone assessment. However, due to the complex composition and porous structure of cancellous bone, the PA

Externí odkaz: http://arxiv.org/abs/2311.16723

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Akademický článek

Research on the influence of informatization level on tourism total factor productivity in China(信息化对旅游全要素生产率的影响研究)

Autor: 许文仪(XU Wenyi), 王冰冰(WANG Bingbing), 金平斌(JIN Pingbin)

Publikováno v: Zhejiang Daxue xuebao. Lixue ban, Vol 51, Iss 2, Pp 220-233 (2024)

Tourism total factor productivity, as an important indicator to measure the high-quality development of tourism, has become a research hotspot. Although there have been a large amount of researches on indicators that affect tourism total factor produ

Externí odkaz: https://doaj.org/article/403874295e2942859c60889997857271