LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But it Probably Won't Fail)

Abstract

Low-rank adaptation (LoRA) .

Publication
arXiv preprint
Jaeyeon Kim
Jaeyeon Kim
Ph.D. Student

My research interest spans optimization and science of artificial intelligence.