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interscript-ml

The contract for Interscript's phonological layer — the normative definition of what a "hidden reading" model is, and the zoo that publishes models conforming to it.

This repo owns three things and nothing else:

  1. The models.yaml index — the stable URL every runtime resolves model ids against (with per-artifact sha256s and split-part support).
  2. The IMF v1 model-zip format — the artifact contract: metadata.yaml + ONNX graphs + member sha256 manifest. The normative text is SPEC.md; the reference loader now lives in the Python crystal.
  3. The model zoo + publish pipeline — teachers from secryst-train are distilled, gated (parity written into the artifact), and released as index entries here.

The system

interscript deterministic transliteration maps + engines
(ruby · js · py) │ maps that need vocalization dispatch to a
│ crystal through stdlib adapters (optional)
▼
secryst crystals Ruby gem · pip install secryst · npm i secryst
(secryst org) implement IMF v1 + models.yaml — nothing else
│
▼
interscript-ml ◄────── models/zips resolve through this index
(THIS repo) ──────► golden sets: crystals diffed against each other
secryst-train teachers (arabic · persian · urdu + hebrew docs);
(secryst org) secryst's own product; students ship through the zoo

Dependency directions, stated once:

  • interscript-ml depends on nothing. It is the contract: an index, a format, golden sets, and release tooling.
  • Crystals depend only on the contract. A crystal has zero interscript-core dependency — a TTS front-end can phonemize Khmer with pip install secryst and nothing else.
  • Engines depend on crystals only optionally. An engine without a crystal simply cannot execute maps that declare a vocalization step.
  • Training is owned by secryst. Teachers live in secryst/secryst-train — the crystal family's own product. This repo publishes their distilled students through the export gate; it does not train anything.

Repositories

reporole
interscript/interscript-mlthis — contract + zoo
secryst/secrystRuby crystal (the original, est. 2020)
secryst/secryst-pyPython crystal — reference, owns golden generation
secryst/secryst-tsTypeScript crystal (npm secryst)
secryst/secryst.github.iothe crystals' documentation site
secryst/secryst-traintraining monorepo — secryst-owned teachers
interscript/rababa · rababa-farsi · rababa-urduarchived origins of the train monorepo (full history merged there)

runtime/ in this repo is the frozen origin of the Python crystal — kept for provenance; live code and releases are in secryst-py.

Environment (as implemented by every crystal)

SECRYST_INDEX (index URL or path; default: models.yaml on this repo's main) · SECRYST_CACHE (default ~/.cache/secryst). Cache hits are re-verified against the index on every load.

License: BSD-3-Clause.

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Unified ML training framework + distribution for Interscript (rababa + secryst)

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