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@@ -32,8 +32,10 @@ It achieves the following results on the evaluation set:
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  ## Training procedure
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- Training code: https://github.com/mit1280/Document-AI/blob/main/UDOPEncoderModel_fine_tune_DocLayNet.ipynb
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- Inference code: https://github.com/mit1280/Document-AI/blob/main/UDOP_DocLayNet_Inference.ipynb
 
 
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  ### Training hyperparameters
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  ## Training procedure
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+ ### Training code:
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+ https://github.com/mit1280/Document-AI/blob/main/UDOPEncoderModel_fine_tune_DocLayNet.ipynb
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+ ### Inference code:
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+ https://github.com/mit1280/Document-AI/blob/main/UDOP_DocLayNet_Inference.ipynb
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  ### Training hyperparameters
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