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bert_pretrain_phase1

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int64
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1
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0
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0
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Dataset Summary

Input data for the first phase of BERT pretraining (sequence length 128). All text is tokenized with bert-base-uncased tokenizer. Data is obtained by concatenating and shuffling wikipedia (split: 20220301.en) and bookcorpusopen datasets and running reference BERT data preprocessor without masking and input duplication (dupe_factor = 1). Documents are split into sentences with the NLTK sentence tokenizer (nltk.tokenize.sent_tokenize).

See the dataset for the second phase of pretraining: bert_pretrain_phase2.

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