Dataset Card for "wikitext"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage: https://blog.einstein.ai/the-wikitext-long-term-dependency-language-modeling-dataset/
- Repository: More Information Needed
- Paper: More Information Needed
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 373.28 MB
- Size of the generated dataset: 1072.25 MB
- Total amount of disk used: 1445.53 MB
Dataset Summary
The WikiText language modeling dataset is a collection of over 100 million tokens extracted from the set of verified Good and Featured articles on Wikipedia. The dataset is available under the Creative Commons Attribution-ShareAlike License.
Supported Tasks
Languages
Dataset Structure
We show detailed information for up to 5 configurations of the dataset.
Data Instances
wikitext-103-raw-v1
- Size of downloaded dataset files: 183.09 MB
- Size of the generated dataset: 523.97 MB
- Total amount of disk used: 707.06 MB
An example of 'validation' looks as follows.
This example was too long and was cropped:
{
"text": "\" The gold dollar or gold one @-@ dollar piece was a coin struck as a regular issue by the United States Bureau of the Mint from..."
}
wikitext-103-v1
- Size of downloaded dataset files: 181.42 MB
- Size of the generated dataset: 522.66 MB
- Total amount of disk used: 704.07 MB
An example of 'train' looks as follows.
This example was too long and was cropped:
{
"text": "\" Senjō no Valkyria 3 : <unk> Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to..."
}
wikitext-2-raw-v1
- Size of downloaded dataset files: 4.50 MB
- Size of the generated dataset: 12.91 MB
- Total amount of disk used: 17.41 MB
An example of 'train' looks as follows.
This example was too long and was cropped:
{
"text": "\" The Sinclair Scientific Programmable was introduced in 1975 , with the same case as the Sinclair Oxford . It was larger than t..."
}
wikitext-2-v1
- Size of downloaded dataset files: 4.27 MB
- Size of the generated dataset: 12.72 MB
- Total amount of disk used: 16.99 MB
An example of 'train' looks as follows.
This example was too long and was cropped:
{
"text": "\" Senjō no Valkyria 3 : <unk> Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to..."
}
Data Fields
The data fields are the same among all splits.
wikitext-103-raw-v1
text: astringfeature.
wikitext-103-v1
text: astringfeature.
wikitext-2-raw-v1
text: astringfeature.
wikitext-2-v1
text: astringfeature.
Data Splits Sample Size
| name | train | validation | test |
|---|---|---|---|
| wikitext-103-raw-v1 | 1801350 | 3760 | 4358 |
| wikitext-103-v1 | 1801350 | 3760 | 4358 |
| wikitext-2-raw-v1 | 36718 | 3760 | 4358 |
| wikitext-2-v1 | 36718 | 3760 | 4358 |
Dataset Creation
Curation Rationale
Source Data
Annotations
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
@InProceedings{wikitext,
author={Stephen, Merity and Caiming ,Xiong and James, Bradbury and Richard Socher}
year=2016
}
Contributions
Thanks to @thomwolf, @lewtun, @patrickvonplaten, @mariamabarham for adding this dataset.