VINDEX3

A CONCEPT · PROJECTED FROM THE VINDEX KNOWLEDGE GRAPH

KDA — KIMI DELTA ATTENTION

fifteen operands, per-channel forgetting

A delta-attention operator with per-channel gating — a linear-attention family carried as its own execution surface, with its own declared geometry.

Fifteen operand roles: the Q, K and V projections and their short convolutions, the F-A/F-B and G-A/G-B gate pairs, a B projection, A_log and dt_bias, the output norm and the out-projection — plus kda_gate_lower_bound on the surface. Real stacks interleave it with full attention, and the interleave is read from the per-layer policy table, never from layer arithmetic.

IN THE GRAPH

kda — kimi delta attentionbelongs tolinear attention

kda — kimi delta attentionsibling ofmla — multi-head latent attention

kda — kimi delta attentioncarriesrecurrent state

kda — kimi delta attentiongoverned byhybrid attention policy