Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
Complexity: The computational complexity of matrix multiplication is O(M²×D). When considering the number of attention heads H, the complexity becomes: Expanding for character and word levels: You can see how character level significantly adds enormous complexity. 1.3 Spectral Analysis: The