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Sync ekko-pnc model card and cover

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  1. README.md +9 -0
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@@ -128,6 +128,15 @@ device validation remains pending. PnC does not require a GPU.
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  ## Training and export provenance
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  The shipped inference files are revision-pinned and checksum-verified. The
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  public [PnC recipe](https://github.com/Rye-A1/ekko-danish-stt/blob/main/training/recipes/pnc.toml)
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  preserves the final two-stage lineage and retained hyperparameters. The ONNX
 
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  ## Training and export provenance
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+ | Stage | Data used | Purpose |
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+ |---|---|---|
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+ | Stage 1 | Danish Wikipedia (`20231101.da`), 69,820,413 word labels | Learn broad Danish punctuation and casing from text |
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+ | Stage 2 | NST-da, CoRal conversation/read-aloud, and FT Speech transcript text, 9,974,406 word labels | Adapt punctuation and casing to ASR-style text |
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+ | Fused export | No new training data | Fold the final heads into one 10-class model and export safetensors plus fp32/int8 ONNX |
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+
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+ Nota, Common Voice, and FLEURS were not part of the retained PnC training
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+ lineage.
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+
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  The shipped inference files are revision-pinned and checksum-verified. The
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  public [PnC recipe](https://github.com/Rye-A1/ekko-danish-stt/blob/main/training/recipes/pnc.toml)
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  preserves the final two-stage lineage and retained hyperparameters. The ONNX