Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
Landscape: The loss landscape, particularly for character-level models, can exhibit a more non-convex nature, leading to intricate optimization challenges. The Hessian matrix H, which encapsulates the curvature of this landscape, is defined as: Where L is the loss function. The eigenvalues of H can