From d215f53dce518427cb3a560852bc1b89050ed0c0 Mon Sep 17 00:00:00 2001 From: Ronald Tse Date: Sun, 6 Sep 2026 14:47:05 +0200 Subject: [PATCH] =?UTF-8?q?docs:=20README=20=E2=80=94=20the=20verify-us=20?= =?UTF-8?q?section=20(public=20re-derivation=20chain)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index 0499a70..398191f 100644 --- a/README.md +++ b/README.md @@ -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 --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 ```