---
title: "Query-head count mathematical notation"
description: "Query-head count is a recurring research-paper notation family. Counts independent query projections or attention heads used to produce attention score…"
canonical_url: "https://fanout.sh/labs/math-decoder/symbol/query-head-count"
md_url: "https://fanout.sh/labs/math-decoder/symbol/query-head-count.md"
last_updated: "2026-08-09"
access: "public"
---

# Query-head count mathematical notation

Query-head count is a recurring research-paper notation family. Counts independent query projections or attention heads used to produce attention score…

## Public overview

Query-head count is a recurring research-paper notation family. Counts independent query projections or attention heads used to produce attention score maps.

Query-head count: Counts independent query projections or attention heads used to produce attention score maps. Example: Split the model feature width across H q query heads.

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