LAARA: Layer-Aware Adaptive Rank Allocation for parameter-efficient fine-tuning
Read the original at arxiv.org→arXiv:2607.19391v1 Announce Type: new Abstract: Low-Rank Adaptation is widely used for parameter-efficient fine-tuning, yet existing methods typically assign the same adapter rank to every transformer layer despite...
Original headline: "LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning"
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- Jul 23, 04:00 UTC arXiv cs.LG lead source LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning