Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
distinction between character-level and word-level embeddings can be understood in terms of the geometry and algebraic properties of the embedding space. 2.1 Spectral Decomposition and Matrix Diagonalization: The spectral decomposition of the embedding matrix E can be represented as: Where: Λ is a