QV May Be Enough: Toward the Essence of Attention in LLMs

arXiv:2603.15665v1 Announce Type: new Abstract: Starting from first principles and a linguistic perspective centered on partofspeech POS and syntactic analysis, this paper explores and derives the underlying essence of the QueryKeyValue QKV mechanism within the Transformer architecture.