AI RESEARCH
BoostLoRA: Growing Effective Rank by Boosting Adapters
arXiv CS.AI
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ArXi:2604.27308v1 Announce Type: cross Parameter-efficient fine-tuning (PEFT) methods face a tradeoff between adapter size and expressivity: ultra-low-parameter adapters are confined to fixed low-rank subspaces, capping performance even with extended