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25 changes: 25 additions & 0 deletions cards/ara-diac-news-1.0.md
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# ara-diac-news-1.0

Arabic **news-register specialist** (run-029): byt5-base seq2seq,
register-pure training — 900K QCRI-silver units (~4.5M words of
Wikipedia news-domain labels, published with EMNLP 2025) + WikiNews
gold upsampling, NO classical tashkeela dilution, 2 epochs, r7-init.
IMF v1 int8, 399 MB.

## Metrics

| benchmark | this model | ara-diac-2.0 (generalist) |
|---|---|---|
| WikiNews-2024 multiref WER/DER | **10.13 / 8.98** | 17.38 / 11.83 |
| SadeedDiac-25 Total DER | 5.5008 | **2.2864** |

Use this model for news-domain text; use ara-diac-2.0 for
classical/MSA. Two families, never averaged (RESULTS.md: the
dose-response curve and the output-space oracle both close generalist
blending).

## Provenance

- Training: TODO.sota/25 (run-029, HF Jobs a100-large).
- sha256: `e5a52b1530dfa6d6c7ef8970443206ce33af865d0337a58d145945adab33484e`.
- License: BSD-3-Clause (code + weights).
14 changes: 14 additions & 0 deletions models.yaml
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Expand Up @@ -409,6 +409,20 @@ models:
- {name: der_morph_greedy, value: 1.6717, source: interscript/interscript-models docs/RESULTS.md#run-019-epoch-2--27397-second-epoch-closes-a-third-of-the-gap-sota-gate-still-open-2026-10-05}
- {name: wer_total_greedy, value: 8.6083, source: interscript/interscript-models docs/RESULTS.md#run-019-epoch-2--27397-second-epoch-closes-a-third-of-the-gap-sota-gate-still-open-2026-10-05}
license: BSD-3-Clause
ara-diac-news-1.0:
task: diacritization
scripts: [Arab, Arab]
kind: imf-v1
precision: int8
filename: ara-diac-news-1.0.zip
url: https://github.com/interscript/interscript-models/releases/download/ara-diac-news-1.0/ara-diac-news-1.0.zip
sha256: e5a52b1530dfa6d6c7ef8970443206ce33af865d0337a58d145945adab33484e
size: 399018923
metrics:
- {name: wer_wikinews2024_multiref, value: 10.1262, source: interscript/interscript-models docs/RESULTS.md#sota-verdict-wave-4--ood-crown-1013-capacity-closed-on-arabic-too-audio-alignment-go-2026-10-09}
- {name: der_wikinews2024_multiref, value: 8.9818, source: interscript/interscript-models docs/RESULTS.md#sota-verdict-wave-4--ood-crown-1013-capacity-closed-on-arabic-too-audio-alignment-go-2026-10-09}
- {name: der_total_greedy, value: 5.5008, source: interscript/interscript-models docs/RESULTS.md#sota-verdict-wave-4--ood-crown-1013-capacity-closed-on-arabic-too-audio-alignment-go-2026-10-09}
license: BSD-3-Clause
heb-diac-plane-1.0:
task: diacritization
scripts: [Hebr, Hebr]
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