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Ronald Tseronaldtse
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ownership: training is secryst-train (secryst org); contract publishes, does not train
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‎README.md‎

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text is [SPEC.md](SPEC.md); the reference loader now lives in the
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[Python crystal](https://github.com/secryst/secryst-py).
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3. **The model zoo + publish pipeline** — teachers from
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[interscript-ml-train](https://github.com/interscript/interscript-ml-train)
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[secryst-train](https://github.com/secryst/secryst-train)
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are distilled, gated (parity written into the artifact), and released
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as index entries here.
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interscript-ml ◄────── models/zips resolve through this index
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(THIS repo) ──────► golden sets: crystals diffed against each other
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interscript-ml-train teachers (arabic · persian · urdu + hebrew docs);
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(interscript org) students distilled here enter the zoo above
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secryst-train teachers (arabic · persian · urdu + hebrew docs);
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(secryst org) secryst's own product; students ship through the zoo
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```
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Dependency directions, stated once:
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with `pip install secryst` and nothing else.
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- **Engines depend on crystals only optionally.** An engine without a
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crystal simply cannot execute maps that declare a vocalization step.
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- **Training depends on nothing downstream.** Teachers never import the
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contract; they're consumed by it (via the export gate).
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- **Training is owned by secryst.** Teachers live in
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[secryst/secryst-train](https://github.com/secryst/secryst-train) —
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the crystal family's own product. This repo publishes their distilled
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students through the export gate; it does not train anything.
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## Repositories
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| [secryst/secryst-py](https://github.com/secryst/secryst-py) | Python crystal — reference, owns golden generation |
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| [secryst/secryst-ts](https://github.com/secryst/secryst-ts) | TypeScript crystal (npm `secryst`) |
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| [secryst/secryst.github.io](https://www.secryst.org) | the crystals' documentation site |
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| [interscript/interscript-ml-train](https://github.com/interscript/interscript-ml-train) | training monorepo (arabic/persian/urdu) |
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| [secryst/secryst-train](https://github.com/secryst/secryst-train) | training monorepo — **secryst-owned teachers** |
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| [interscript/rababa](https://github.com/interscript/rababa) · [rababa-farsi](https://github.com/interscript/rababa-farsi) · [rababa-urdu](https://github.com/interscript/rababa-urdu) | archived origins of the train monorepo (full history merged there) |
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`runtime/` in this repo is the **frozen origin** of the Python crystal —

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