Fine-tuning mostly amplifies and reorients the top singular directions of weight matrices, and SpecLoRA learns to rescale a top-left block plus LoRA to improve PEFT performance.
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Weight Spectra Induced Efficient Model Adaptation
Fine-tuning mostly amplifies and reorients the top singular directions of weight matrices, and SpecLoRA learns to rescale a top-left block plus LoRA to improve PEFT performance.