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@@ -38,7 +38,7 @@ We have fine-tuned the model on the DocVQA [2] dataset, showing the potential im
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  It is important to highlight that the model is still in alpha, so further work is required to reveal its potential.
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  ### Usage
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- Please refer to the [Colab workbook](https://colab.research.google.com/drive/1YkPtCOrXdDMTv_gm14VoZeofJoNRotzO?usp=sharing) or the blog post to learn more!
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  ### Get in touch
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  Reach out to [borys.nadykto@bynesoft.com](mailto:borys.nadykto@bynesoft.com) if you'd like help with deploying the model in a commercial setting.
 
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  It is important to highlight that the model is still in alpha, so further work is required to reveal its potential.
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  ### Usage
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+ Please refer to the [Colab workbook](https://colab.research.google.com/drive/1YkPtCOrXdDMTv_gm14VoZeofJoNRotzO?usp=sharing) or the [blog post](https://blog.bynedocs.com/layoutlm-byne-v0.1-the-new-sota-in-page-retrieval-from-visually-rich-documents) to learn more!
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  ### Get in touch
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  Reach out to [borys.nadykto@bynesoft.com](mailto:borys.nadykto@bynesoft.com) if you'd like help with deploying the model in a commercial setting.