Table · dataset · 2022
and111/bert_pretrain_phase2
Listed in Hugging Face Datasets
Dataset
Description
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).
Read the rest (1 more)
Documents are split into sentences with the NLTK sentence tokenizer (nltk.tokenize.sent_tokenize). See the dataset for the first… See the full description on the dataset page: huggingface.co/datasets/and111/bert_pretrain_phase2.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/and111/bert_pretrain_phase2 ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/and111/bert_pretrain_phase2 ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | and111/bert_pretrain_phase2 | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |