urd-diac-1.0 / README.md
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---
license: bsd-3-clause
language: ur
inference: false
tags:
- secryst
- transliteration
- diacritization
- onnx
- byt5
---
# urd-diac-1.0
Part of the [Secryst](https://secryst.github.io) phonological-layer family — a dedicated model for **diacritization** (UR), distributed as a Secryst IMF artifact and loadable through any Secryst crystal:
```python
from secryst import Model
Model.load("urd-diac-1.0")
```
- Artifact: `urd-diac-1.0-fp32.zip` (1.32 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 |
|---|---|---|
| cer | 3.74 | rababa-urdu/docs/RESULTS.md#diacritization-urdu-text--text--haraqat |
## 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.