Trasnformer, Naturallanguageprocessing, Linear Algebra.
input sequences in parallel, facilitating the modeling of intricate dependencies. Eigendecomposition Eigendecomposition plays a crucial role in understanding the dynamics of the attention mechanism in transformers. Analyzing the eigenvalues and eigenvectors of the attention matrix provides insights