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README.md

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+---
+license: bsd-3-clause
+language: th
+inference: false
+tags:
+  - secryst
+  - transliteration
+  - grapheme-to-phoneme
+  - onnx
+  - byt5
+---
+
+# tha-g2p-base-1.0
+
+Part of the [Secryst](https://secryst.github.io) phonological-layer family — a dedicated model for **g2p** (TH), distributed as a Secryst IMF artifact and loadable through any Secryst crystal:
+
+```python
+from secryst import Model
+Model.load("tha-g2p-base-1.0")
+```
+
+- Artifact: `tha-g2p-base-1.0-fp32.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 |
+|---|---|---|
+| per_teacher | 1.25 | interscript/interscript-ml docs/RESULTS.md#tha-g2p-base-1.0 |
+| per_student | 3.53 | interscript/interscript-ml docs/RESULTS.md#tha-g2p-base-1.0 |
+
+## 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.