Researchers question whether transformer QKV projections can be simplified

A systematic study challenges the standard three-projection design (Query, Key, Value) in transformers, exploring whether fewer projections could maintain performance. For makers building LLM-based tools or fine-tuning models, this suggests potential efficiency gains—smaller, faster models without rebuilding from scratch.