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@@ -47,7 +47,7 @@ Smallest vocabulary variant with only 16k-token, ideal for European languages(En
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  ## Model Overview
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- **LightOnOCR** combines a high-performance Vision Transformer encoder with a lightweight text decoder distilled from high-quality open VLMs.
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  It is optimized for document parsing tasks, producing accurate, layout-aware text extraction from high-resolution pages.
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  ---
 
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  ## Model Overview
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+ **LightOnOCR** combines a Vision Transformer encoder(Pixtral-based) with a lightweight text decoder(Qwen3-based) distilled from high-quality open VLMs.
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  It is optimized for document parsing tasks, producing accurate, layout-aware text extraction from high-resolution pages.
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  ---