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ronaldtse merged 1 commit into from
Sep 6, 2026
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docs: README verify-us section #197

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Expand Up @@ -17,6 +17,21 @@ This repo owns three things and nothing else:
are distilled, gated (parity written into the artifact), and released
as index entries here.

## Verify us — every number re-derives

| Piece | Where |
|---|---|
| Benchmark | [Misraj/SadeedDiac-25](https://huggingface.co/datasets/Misraj/SadeedDiac-25) (auto-fetched) |
| Protocol CLI | `pip install interscript-ml-tools[sadeed]` ([PyPI](https://pypi.org/project/interscript-ml-tools/)) |
| Raw predictions, every frontier run | Release [`frontier-predictions-v1`](https://github.com/interscript/interscript-ml/releases/tag/frontier-predictions-v1) |
| Teachers + provenance labels | Release [`teachers-arabic-v1`](https://github.com/interscript/interscript-ml/releases/tag/teachers-arabic-v1) |
| Student artifacts | `models.yaml` (index-v4) — sha256-verified in every runtime |

interscript-sadeed-eval score --preds <file> --data Misraj/SadeedDiac-25

The measurement ledger — every verdict with confidence intervals,
corrections, and provenance hashes — is [docs/RESULTS.md](docs/RESULTS.md).

## The system

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