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Dept. of ECE, Dept. of Artificial Intelligence Dept. of Data Science, ASRI Seoul National University, Hanyang University, IPAI Seoul National University
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Anisotropic gradient scaling in LoRA can severely hinder model adaptation, but SDS-LoRA effectively mitigates this issue, leading to superior performance.
