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Comments on No. 58 of 137 · Zyphra · edition of Wednesday 4 November 2026

ZHA: Zyphra Hierarchical Attention

Summary

Zyphra's ZHA (Zyphra Hierarchical Attention) is a sparse attention method that builds a tree of compressed summaries over the key-value cache and routes each query coarse-to-fine through it, selecting only relevant tokens.

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