ProLand method proposed for infeasible manifold optimization in LoRA fine-tuning
A new paper introduces ProLand, an optimization method that constrains LoRA's basis factor to address redundant basis directions during parameter-efficient fine-tuning.
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- 2026-11-03 05:00 · arXiv cs.LG
ProLand: A New Infeasible Manifold Optimization Method for LoRA Fine-Tuning