Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
Transformers, by design, lack an inherent understanding of sequence order, making positional encodings indispensable. These encodings can be derived from the Fourier series, providing a harmonic decomposition of the sequence position: For character-level models, the granularity of these encodings