Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
Riemannian geometry and is intrinsically linked to the Hessian H of the loss L: Where θ denotes the model parameters. The curvature of this manifold, as described by the metric tensor, profoundly influences the trajectories optimization algorithms take. 5.3 Implications for Character-Level Models: