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@@ -23,7 +23,8 @@ This dataset combines [wikipedia20220301.en](https://huggingface.co/datasets/wik
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  and splits the data into smaller chunks, of size ~820 chars
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  (such that each item will be at least ~128 tokens for the average tokenizer).
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  The order of the items in this dataset has been shuffled,
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- meaning it's faster to iterate over sequentially than when using `dataset.shuffle`.
 
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  The logic only splits on spaces, so the chunks are likely to be slightly larger than 820 chars.
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  The dataset has been normalized into lower case, with accents and non-english characters removed.
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  Items with less than 200 chars or more than 1000 chars have been removed.
 
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  and splits the data into smaller chunks, of size ~820 chars
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  (such that each item will be at least ~128 tokens for the average tokenizer).
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  The order of the items in this dataset has been shuffled,
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+ meaning you don't have to use `dataset.shuffle`,
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+ which is slower to iterate over.
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  The logic only splits on spaces, so the chunks are likely to be slightly larger than 820 chars.
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  The dataset has been normalized into lower case, with accents and non-english characters removed.
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  Items with less than 200 chars or more than 1000 chars have been removed.