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2024 1

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DoRA: Weight-Decomposed Low-Rank Adaptation

cs.CL · 2024-02-14 · accept · novelty 6.0

DoRA improves LoRA by decomposing weights into magnitude and direction and updating only direction with low-rank matrices, closing much of the gap to full fine-tuning.

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  • DoRA: Weight-Decomposed Low-Rank Adaptation cs.CL · 2024-02-14 · accept · none · ref 25

    DoRA improves LoRA by decomposing weights into magnitude and direction and updating only direction with low-rank matrices, closing much of the gap to full fine-tuning.