Cloud Optimization Breakthrough: Attention-Based Processing Revolutionizes Compute Efficiency

Merging full‑attention and linear‑attention at the head granularity slashes transformer FLOPs without appreciably hurting downstream quality. The trick is to keep the expensive quadratic path only where it truly matters and let the cheap linear path handle the rest. Before HydraHead, most hybrid des