README.md

---
license: bsd-3-clause
language: ar
inference: false
tags:
  - secryst
  - transliteration
  - diacritization
  - onnx
  - byt5
---

# ara-diac-layerdrop-1.0

Part of the [Secryst](https://secryst.github.io) phonological-layer family — a dedicated model for **diacritization** (AR), distributed as a Secryst IMF artifact and loadable through any Secryst crystal:

```python
from secryst import Model
Model.load("ara-diac-layerdrop-1.0")
```

- Artifact: `ara-diac-layerdrop-1.0-fp32.zip` (0.95 GiB)
- Precision variants: `ara-diac-layerdrop-1.0-int8`, `ara-diac-layerdrop-1.0-int4`

## 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_teacher_fullset | 2.2921 | interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep |
| der_student_fullset | 5.784 | interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep |

## 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.