Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
Mem can be expressed as: Where: N is the sequence length. Lw​ is the average word length. D is the model’s hidden dimension. H is the number of attention heads. B is the batch size. For character-level models, the memory footprint can be significantly larger due to the finer granularity of the