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

Dacao ZHANG , Fan YANG , Kun ZHANG , Xin LI , Si WEI , Richang HONG , Meng WANG

Front. Comput. Sci. ›› 2025, Vol. 19 ›› Issue (5) : 195337

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Front. Comput. Sci. ›› 2025, Vol. 19 ›› Issue (5) : 195337 DOI: 10.1007/s11704-024-40317-w
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Optimizing low-rank adaptation with decomposed matrices and adaptive rank allocation

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Dacao ZHANG, Fan YANG, Kun ZHANG, Xin LI, Si WEI, Richang HONG, Meng WANG. Optimizing low-rank adaptation with decomposed matrices and adaptive rank allocation. Front. Comput. Sci., 2025, 19(5): 195337 DOI:10.1007/s11704-024-40317-w

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