Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
manifold in a high-dimensional space provides a geometric perspective on optimization. On this manifold, the geodesic distance between two points signifies the shortest path in the parameter space, akin to the “straightest” path on a curved surface. The metric tensor G plays a pivotal role in