Dataset · Hugging Face

nur-dev/strata-headquotient-q25

Name: strata-headquotient-q25
Creator: nur-dev
License: cc-by-4.0
Keywords: annotations_creators:machine-generated, multilinguality:multilingual, source_datasets:original, language:en, language:zh, language:de, language:es, language:ar, license:cc-by-4.0, size_categories:1K<n<10K, format:csv, modality:tabular, modality:text, library:datasets, library:pandas

STRATA HEADQUOTIENT Q25 Reproducibility Artifacts This is the compact evidence repository for: N. Kadyrbek and M. Mansurova, "STRATA-HeadQuotient: Functional Localization of One Quarter of Global KV Heads with Typed Predicate-Graph Computation at 8k Context," submitted to Machine Learning and Knowledge Extraction, 2026. It contains the functional taxonomy, all 384 audited key--value (KV) head classifications, all 6903 candidate-pair interactions, the static Q25 assignment, the… See the full description on the dataset page: https://huggingface.co/datasets/nur-dev/strata-headquotient-q25.

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Author / organization	nur-dev
License (as declared)	cc-by-4.0
Downloads	205 (as reported by Hugging Face)
Likes	0
Created	20 July 2026
Last updated at source	21 July 2026

tabularlong-context-language-modelingmulti-head-attentionknowledge-graphsneuro-symbolic-learningcausal-interventionreproducibility

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