Artificial Intelligence, Deep Learning, Machine Learning, Mathematics, Gpt 4.
significantly enhances inference. S4: Unlike Equation (2), when Qn and Kn are content-agnostic, the formulation converges toward S4 [Efficiently Modeling Long Sequences with Structured State Spaces], where O = (QK⊺, QAK⊺, .., QA|x|−1K⊺) ∗ V. Linear Attention: Variants of this approach frequently