VINDEX3

A CONCEPT · PROJECTED FROM THE VINDEX KNOWLEDGE GRAPH

HYBRID ATTENTION POLICY

each layer declares its family

A stack that mixes attention families — delta then full, sliding then global — declared layer by layer in the persisted policy table, never computed from a layer index.

The per-layer AttentionLayerPolicy is the single authority: span, window, position, family. No layer-modulo arithmetic exists on the execution path — the interleave is unrolled into the table at compile time, and mutating one row provably changes execution. That is how a 3:1 delta-to-full stack executes with zero architecture branches.

IN THE GRAPH

hybrid attention policyread byexecution surface

hybrid attention policygovernskda — kimi delta attention

hybrid attention policygovernsattention