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dirtycomputer commited on Feb 15, 2023

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+---
+annotations_creators:
+- no-annotation
+language_creators:
+- crowdsourced
+pretty_name: Wikipedia
+paperswithcode_id: null
+license:
+- cc-by-sa-3.0
+- gfdl
+task_categories:
+- text-generation
+- fill-mask
+task_ids:
+- language-modeling
+- masked-language-modeling
+source_datasets:
+- original
+multilinguality:
+- multilingual
+size_categories:
+- n<1K
+- 1K<n<10K
+- 10K<n<100K
+- 100K<n<1M
+- 1M<n<10M
+language:
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+- wuu
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+- zea
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+- zu
+language_bcp47:
+- nds-nl
+configs:
+- 20220301.aa
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+- 20220301.ady
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+- 20220301.ak
+- 20220301.als
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+- 20220301.ang
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+- 20220301.ca
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+- 20220301.ch
+- 20220301.cho
+- 20220301.chr
+- 20220301.chy
+- 20220301.ckb
+- 20220301.co
+- 20220301.cr
+- 20220301.crh
+- 20220301.cs
+- 20220301.csb
+- 20220301.cu
+- 20220301.cv
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+- 20220301.en
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+- 20220301.et
+- 20220301.eu
+- 20220301.ext
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+- 20220301.ff
+- 20220301.fi
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+- 20220301.fo
+- 20220301.fr
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+- 20220301.hif
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+- 20220301.hu
+- 20220301.hy
+- 20220301.ia
+- 20220301.id
+- 20220301.ie
+- 20220301.ig
+- 20220301.ii
+- 20220301.ik
+- 20220301.ilo
+- 20220301.inh
+- 20220301.io
+- 20220301.is
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+- 20220301.jam
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+- 20220301.vec
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+- 20220301.yo
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+- 20220301.zea
+- 20220301.zh
+- 20220301.zh-classical
+- 20220301.zh-min-nan
+- 20220301.zh-yue
+- 20220301.zu
+---
+# Dataset Card for Wikipedia
+This repo is a fork of the original Hugging Face Wikipedia repo [here](https://huggingface.co/datasets/wikipedia).
+The difference is that this fork does away with the need for `apache-beam`, and this fork is very fast if you have a lot of CPUs on your machine.
+It will use all CPUs available to create a clean Wikipedia pretraining dataset. It takes less than an hour to process all of English wikipedia on a GCP n1-standard-96.
+This fork is also used in the [OLM Project](https://github.com/huggingface/olm-datasets) to pull and process up-to-date wikipedia snapshots.
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+## Dataset Description
+- **Homepage:** [https://dumps.wikimedia.org](https://dumps.wikimedia.org)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Dataset Summary
+Wikipedia dataset containing cleaned articles of all languages.
+The datasets are built from the Wikipedia dump
+(https://dumps.wikimedia.org/) with one split per language. Each example
+contains the content of one full Wikipedia article with cleaning to strip
+markdown and unwanted sections (references, etc.).
+The articles are parsed using the ``mwparserfromhell`` tool, and we use ``multiprocess`` for parallelization.
+To load this dataset you need to install these first:
+```
+pip install mwparserfromhell==0.6.4 multiprocess==0.70.13
+```
+Then, you can load any subset of Wikipedia per language and per date this way:
+```python
+from datasets import load_dataset
+load_dataset("olm/wikipedia", language="en", date="20220920")
+```
+You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).
+### Supported Tasks and Leaderboards
+The dataset is generally used for Language Modeling.
+### Languages
+You can find the list of languages [here](https://meta.wikimedia.org/wiki/List_of_Wikipedias).
+## Dataset Structure
+### Data Instances
+An example looks as follows:
+```
+{'id': '1',
+ 'url': 'https://simple.wikipedia.org/wiki/April',
+ 'title': 'April',
+ 'text': 'April is the fourth month...'
+}
+```
+### Data Fields
+The data fields are the same among all configurations:
+- `id` (`str`): ID of the article.
+- `url` (`str`): URL of the article.
+- `title` (`str`): Title of the article.
+- `text` (`str`): Text content of the article.
+### Curation Rationale
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Source Data
+#### Initial Data Collection and Normalization
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+#### Who are the source language producers?
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Annotations
+#### Annotation process
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+#### Who are the annotators?
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Personal and Sensitive Information
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## Considerations for Using the Data
+### Social Impact of Dataset
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Discussion of Biases
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Other Known Limitations
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## Additional Information
+### Dataset Curators
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+### Licensing Information
+Most of Wikipedia's text and many of its images are co-licensed under the
+[Creative Commons Attribution-ShareAlike 3.0 Unported License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License)
+(CC BY-SA) and the [GNU Free Documentation License](https://en.wikipedia.org/wiki/Wikipedia:Text_of_the_GNU_Free_Documentation_License)
+(GFDL) (unversioned, with no invariant sections, front-cover texts, or back-cover texts).
+Some text has been imported only under CC BY-SA and CC BY-SA-compatible license and cannot be reused under GFDL; such
+text will be identified on the page footer, in the page history, or on the discussion page of the article that utilizes
+the text.
+### Citation Information
+```
+@ONLINE{wikidump,
+    author = "Wikimedia Foundation",
+    title  = "Wikimedia Downloads",
+    url    = "https://dumps.wikimedia.org"
+}
+```