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News/LoRA-GA$^2$: Low Rank Adaptation with Multi-step Gradient Adaptive Alignment
arxiv
PublishedSeptember 3, 2026 at 4:00 AM
—neutral

LoRA-GA$^2$: Low Rank Adaptation with Multi-step Gradient Adaptive Alignment

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arXiv:2608.19800v2 Announce Type: replace-cross Abstract: Low-Rank Adaptation (LoRA) is a prominent fine-tuning method for large models, achieving competitive performance with reduced memory overhead. However, a persistent performance gap remains between LoRA and full fine-tuning. Recent studies hav

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