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This directory contains the source code for the two papers Linear Algebra with Transformers (Transactions in Machine Learning Research, October 2022) (LAWT), and What is my transformer doing? (2nd ...

Abstract: Airport operation gets more complicated due to the increasing interconnectivity of the infrastructure and the dependency on advances in information and communication systems. There exist a ...

(a) On MMLU-Pro (4k context length), Kimi Linear achieves 51.0 performance with similar speed as full attention. On RULER (128k context length), it shows Pareto-optimal (84.3), performance and a 3.98x ...

With the background developed in the previous chapters, we are ready to begin the study of Linear Algebra by introducing vector spaces. Vector spaces are essential for the formulation and solution of ...