Author name: Stephen J. Thomas

arXiv:2605.03109v1 Announce Type: cross
Abstract: A method is presented for accelerating inference in transformer language models by exploiting the low effective rank of the token activation manifold at each layer. The method decomposes each activatio…

arXiv:2605.03110v1 Announce Type: cross
Abstract: A method is presented for reducing the cost of representative token selection in transformer attention layers by exploiting the coherence of the representative set across depth. Activation Decorrelatio…