Bayesian-LoRA: Probabilistic Low-Rank Adaptation of Large Language Models

ArXi:2601.21003v2 Announce Type: replace Large Language Models usually put emphasis on accuracy and therefore, will guess even when not certain about the prediction, which is especially severe when fine-tuned on small datasets due to the inherent tendency toward miscalibration. In this work, we