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@@ -101,14 +101,3 @@ print(tokenizer.decode(out[0][inputs["input_ids"].shape[1]:], skip_special_token
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  Eval benchmark: `ahmedheakl/arocrbench_khatt` (MIT).
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- ## Limitations
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- - First smoke run (20k samples, 1 epoch) — handwriting and out-of-distribution
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- documents remain weak (see KHATT-bench column)
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- - Trained on line/paragraph-level crops; full-page layout parsing untested
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- - Arabic-first; other scripts not evaluated
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-
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- ## Code
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- Training, data pipeline and evaluation:
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- [`github.com/context212/atlas-ocr`](https://github.com/context212/atlas-ocr)
 
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  Eval benchmark: `ahmedheakl/arocrbench_khatt` (MIT).
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