Trasnformer, Naturallanguageprocessing, Linear Algebra.
sequence. This paper explores the foundational role of linear algebra in enabling these capabilities and shaping the architecture of transformers. Matrix Multiplications Matrix multiplications are a cornerstone of transformer models, serving as the primary mechanism for capturing relationships