VINDEX3

A CONCEPT · PROJECTED FROM THE VINDEX KNOWLEDGE GRAPH

QUERY SCALE vs SCORE SCALE

two multiplies, two addresses

Query and score scales are separate operations: the declared factor multiplies the normalised query before position encoding; the canonical head_dim^-0.5 is a score-time multiply.

Folding them into one multiply is algebra-equivalent but not fp-equivalent — moving a multiply across RoPE and a matmul is exactly the silent normalisation that later surfaces as a parity mystery. So the surface keeps them unfolded: query_scale, score_scale, and logit softcapping, each applied at its own declared point.

IN THE GRAPH

query scale vs score scalebelongs toexecution surface

query scale vs score scalebelongs toattention