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README.md
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---
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license: bsd-3-clause
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language: ur
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inference: false
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tags:
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- secryst
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- transliteration
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- diacritization
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- onnx
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- byt5
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---
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# urd-diac-1.0
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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:
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```python
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from secryst import Model
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Model.load("urd-diac-1.0")
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```
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- Artifact: `urd-diac-1.0-fp32.zip` (1.32 GiB)
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## Measured quality
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Full evaluation sets, zero skipped examples, the benchmark's own evaluator. Provenance for every number is the results record of the training project.
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| metric | value | provenance |
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|---|---|---|
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| cer | 3.74 | rababa-urdu/docs/RESULTS.md#diacritization-urdu-text--text--haraqat |
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## License
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BSD-3-CLAUSE
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## Provenance
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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.
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