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Ronald Tseronaldtse
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docs: README and paper-a point at index-v5
The README's artifact table still said index-v4 (one release behind after the fp16 entry cut v5); paper-a's artifact paragraph said the same. Both now say v5 - the index that resolves the full 23-model catalog.
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README.md

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| Protocol CLI | `pip install interscript-ml-tools[sadeed]` ([PyPI](https://pypi.org/project/interscript-ml-tools/)) |
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| Raw predictions, every frontier run | Release [`frontier-predictions-v1`](https://github.com/interscript/interscript-ml/releases/tag/frontier-predictions-v1) |
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| Teachers + provenance labels | Release [`teachers-arabic-v1`](https://github.com/interscript/interscript-ml/releases/tag/teachers-arabic-v1) |
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| Student artifacts | `models.yaml` (index-v4) — sha256-verified in every runtime |
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| Student artifacts | `models.yaml` (index-v5) — sha256-verified in every runtime |
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interscript-sadeed-eval score --preds <file> --data Misraj/SadeedDiac-25
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docs/paper-a.adoc

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raw predictions and the public benchmark; the full measurement ledger
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(RESULTS.md) with every verdict, interval, and provenance hash. Paper
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B carries the client-tier artifacts (distilled IMF v1 zips resolvable
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from index-v4, parity and margin reports, cross-runtime byte parity).
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from index-v5, parity and margin reports, cross-runtime byte parity).
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== References
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