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@@ -23,7 +23,7 @@ LinkBERT's applications are vast and diverse, tailored to enhance both the effic
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  ## Training and Performance
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- LinkBERT was fine-tuned on a dataset of organic web content and editorial links, totaling over 313 million tokens. The training involved preprocessing web content, annotating links with temporary markup for clear distinction, and employing a specialized tokenization process to prepare the data for model training. In adition to commonly available data sources such as Wikipedia, additional training data was also sourced from:
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  - [Owayo USA](https://www.owayo.com/)
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  - [Owayo Germany](https://www.owayo.de/)
 
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  ## Training and Performance
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+ LinkBERT was fine-tuned on a dataset of organic web content and editorial links. The training involved preprocessing web content, annotating links with temporary markup for clear distinction, and employing a specialized tokenization process to prepare the data for model training. In adition to commonly available data sources such as Wikipedia, additional training data was also sourced from:
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  - [Owayo USA](https://www.owayo.com/)
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  - [Owayo Germany](https://www.owayo.de/)