Contextual Place Encoding (CoPE): A New Place Encoding Methodology that Permits Positions to be Conditioned on Context by Incrementing Place solely on Sure Tokens Decided by the Mannequin
Ordered sequences, together with textual content, audio, and code, depend on place info for that means. Giant language fashions (LLMs), just like the Transformer structure, lack inherent ordering info and deal with sequences as units. Place Encoding (PE) addresses this by assigning an embedding vector to every place, which is essential for LLMs’ understanding. PE…
