QSA Attention and GatedResidual Outperform Baselines

Extensive ablations show QSA (Quasi-Sparse Attention) beats baselines on language modeling under matched FLOPs, while the new GatedResidual connection—RMSNorm followed by low-rank bottleneck projection with a single branch-level scalar—outperforms HyperConnections.

2026-08-27 ~ 2026-08-27 · 2 related posts

• QSA Attention Benchmarked: Better Efficiency and LM Performance — nrehiew_ · 2026-08-27
• GatedResidual outperforms HyperConnections in new ablations — nrehiew_ · 2026-08-27