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1% Params Beat Full Fine-Tuning

1% Params Beat Full Fine-Tuning

CoLin introduces a 1% parameter low-rank complex adapter for vision foundation models. It resolves convergence issues in composite matrices with tailored loss. Surpasses full fine-tuning and delta-tuning on detection, segmentation, and classification.

ArXiv AIResearchFeb 12#research#arxiv-ai#v1
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