Large Language Models, Machine Learning, Deep Learning, Data Science, Technology.
adapting these models to specific tasks. LoRA presented an effective solution to this problem by decomposing the update matrix during finetuing. To study LoRA, let us start by first revisiting traditional finetuing. Decomposition of ( Δ W ) In traditional fine-tuning, we modify a pre-trained neural