Large Language Models, Machine Learning, Deep Learning, Data Science, Technology.
these changes can effectively encapsulate the necessary adjustments. Introducing Matrices ( A ) and ( B ) Building on this hypothesis, LoRA proposes representing ( Δ W ) as the product of two smaller matrices, ( A ) and ( B ), with a lower rank. The updated weight matrix ( W’ ) thus becomes: [ W’ =