| cff-version: 1.2.0 | |
| message: "If you use this checkpoint, cite the accompanying article and model release." | |
| title: "STRATA-HeadQuotient Q25 Model and Evaluation Package" | |
| type: software | |
| version: 1.2.0 | |
| date-released: 2026-07-21 | |
| authors: | |
| - family-names: Kadyrbek | |
| given-names: Nurgali | |
| orcid: "https://orcid.org/0000-0002-5461-8899" | |
| - family-names: Mansurova | |
| given-names: Madina | |
| orcid: "https://orcid.org/0000-0002-9680-2758" | |
| repository-code: "https://huggingface.co/nur-dev/strata-headquotient-q25" | |
| url: "https://huggingface.co/nur-dev/strata-headquotient-q25" | |
| license: CC-BY-4.0 | |
| preferred-citation: | |
| type: article | |
| title: "STRATA-HeadQuotient: Functional Localization of One Quarter of Global KV Heads with Typed Predicate-Graph Computation at 8k Context" | |
| authors: | |
| - family-names: Kadyrbek | |
| given-names: Nurgali | |
| - family-names: Mansurova | |
| given-names: Madina | |
| journal: "Machine Learning and Knowledge Extraction" | |
| year: 2026 | |