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Optimizing low-rank adaptation with decomposed matrices and adaptive rank allocation

Published Online: 2024-11-22

Published Print: 2025-05

Authors

Zhang, Dacao

Yang, Fan

Zhang, Kun

Li, Xin

Wei, Si

Hong, Richang

Wang, Meng
License Information

Text and Data Mining valid from 2024-11-22

Version of Record valid from 2024-11-22
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Article History

Received: 29 March 2024

Accepted: 4 September 2024

First Online: 22 November 2024

Ethics

: <b>Computer interests</b> The authors declare that they have no competing interests or financial conflicts to disclose.

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