Benglei Cui
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126
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2026
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning
The paper quantifies the exact parametric memory capacity of LLMs using LoRA and proposes a new optimization strategy, MemFT, to enhance memory fidelity.
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cs.CLcs.AIcs.CVRecentMay 28, 2026
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning
Ziwen Xu, Haiwen Hong, Linsong Yu, Benglei Cui +3 more
The paper quantifies the exact parametric memory capacity of LLMs using LoRA and proposes a new optimization strategy, MemFT, to enhance memory fidelity.
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