Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
character-level and word-level embeddings can be understood in terms of the probabilistic and information-theoretic properties of the embedding space. 3.1 Entropy and Unpredictability: The entropy H of a distribution measures its unpredictability and is given by: For character-level models, the