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bert_pretrain_phase2

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input_ids
sequencelengths
5
512
token_type_ids
sequencelengths
5
512
next_sentence_label
int64
0
1
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Dataset Summary

Input data for the second phase of BERT pretraining (sequence length 512). 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 first phase of pretraining: bert_pretrain_phase1.

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Number of rows:
24,326,958