| license: bsd-3-clause | |
| language: he | |
| inference: false | |
| tags: | |
| - secryst | |
| - transliteration | |
| - diacritization | |
| - onnx | |
| - byt5 | |
| # heb-diac-1.1 | |
| Part of the [Secryst](https://secryst.github.io) phonological-layer family — a dedicated model for **diacritization** (HE), distributed as a Secryst IMF artifact and loadable through any Secryst crystal: | |
| ```python | |
| from secryst import Model | |
| Model.load("heb-diac-1.1") | |
| ``` | |
| - Artifact: `heb.zip` (2.59 GiB) | |
| ## Measured quality | |
| Full evaluation sets, zero skipped examples, the benchmark's own evaluator. Provenance for every number is the results record of the training project. | |
| | metric | value | provenance | | |
| |---|---|---| | |
| | der_greedy | 16.44 | rababa/docs/RESULTS.md#hebrew-diacritization | | |
| | der_beam4 | 16.43 | rababa/docs/RESULTS.md#hebrew-diacritization | | |
| ## License | |
| BSD-3-CLAUSE | |
| ## Provenance | |
| Trained in the [Secryst training monorepo](https://github.com/secryst/secryst-train) and published through the [interscript-ml](https://github.com/interscript/interscript-ml) distribution contract (models.yaml index, sha256-verified release assets, parity-gated artifacts). The canonical download channel is GitHub Releases; this repository is the Hugging Face mirror of the same bytes, pinned to the index revision. | |