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@@ -127,14 +127,11 @@ Therefore, the model can have biased predictions. This bias will also affect all
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  The `ul2-base-nl36-en-nl` T5 model was pre-trained simultaneously on a combination of several datasets,
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  including the `full` config of the "mc4_nl_cleaned" dataset, which is a cleaned version of Common Crawl's web
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  crawl corpus, Dutch books, the Dutch subset of Wikipedia (2022-03-20), and a subset of "mc4_nl_cleaned"
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- containing only texts from Dutch and Belgian newspapers. This last dataset is oversampled to bias the model
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- towards descriptions of events in the Netherlands and Belgium.
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  After pre-training, the model was
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  fine-tuned on a translation dataset containing 13 million sentence and paragraph pairs
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  sampled from books.
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  ## Training procedure
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  The `ul2-base-nl36-en-nl` T5 model was pre-trained simultaneously on a combination of several datasets,
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  including the `full` config of the "mc4_nl_cleaned" dataset, which is a cleaned version of Common Crawl's web
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  crawl corpus, Dutch books, the Dutch subset of Wikipedia (2022-03-20), and a subset of "mc4_nl_cleaned"
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+ containing only texts from Dutch newspapers.
 
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  After pre-training, the model was
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  fine-tuned on a translation dataset containing 13 million sentence and paragraph pairs
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  sampled from books.
 
 
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  ## Training procedure
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