Trasnformer, Naturallanguageprocessing, Linear Algebra.
associated with training large-scale transformers efficiently. As transformer-based models continue to evolve, new challenges and opportunities arise. This paper concludes by discussing potential future directions in incorporating advanced linear algebra techniques into transformer architectures,