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ToPA: Block-wise Toeplitz Adaptation for Expressive and Efficient Fine-Tuning

Li, Sicong et al.
arXiv (All) · Papers
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Parameter-Efficient Fine-Tuning (PEFT) has emerged as a prevalent strategy for adapting large pre-trained models. Among PEFT techniques, reparameterization-based methods, particularly those that employ low-rank or sparsity structures, have attracted significant attention. However, these approaches o
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