| | --- |
| | 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: |
| | - aa |
| | - ab |
| | - ace |
| | - af |
| | - ak |
| | - als |
| | - am |
| | - an |
| | - ang |
| | - ar |
| | - arc |
| | - arz |
| | - as |
| | - ast |
| | - atj |
| | - av |
| | - ay |
| | - az |
| | - azb |
| | - ba |
| | - bar |
| | - bcl |
| | - be |
| | - bg |
| | - bh |
| | - bi |
| | - bjn |
| | - bm |
| | - bn |
| | - bo |
| | - bpy |
| | - br |
| | - bs |
| | - bug |
| | - bxr |
| | - ca |
| | - cbk |
| | - cdo |
| | - ce |
| | - ceb |
| | - ch |
| | - cho |
| | - chr |
| | - chy |
| | - ckb |
| | - co |
| | - cr |
| | - crh |
| | - cs |
| | - csb |
| | - cu |
| | - cv |
| | - cy |
| | - da |
| | - de |
| | - din |
| | - diq |
| | - dsb |
| | - dty |
| | - dv |
| | - dz |
| | - ee |
| | - el |
| | - eml |
| | - en |
| | - eo |
| | - es |
| | - et |
| | - eu |
| | - ext |
| | - fa |
| | - ff |
| | - fi |
| | - fj |
| | - fo |
| | - fr |
| | - frp |
| | - frr |
| | - fur |
| | - fy |
| | - ga |
| | - gag |
| | - gan |
| | - gd |
| | - gl |
| | - glk |
| | - gn |
| | - gom |
| | - gor |
| | - got |
| | - gu |
| | - gv |
| | - ha |
| | - hak |
| | - haw |
| | - he |
| | - hi |
| | - hif |
| | - ho |
| | - hr |
| | - hsb |
| | - ht |
| | - hu |
| | - hy |
| | - ia |
| | - id |
| | - ie |
| | - ig |
| | - ii |
| | - ik |
| | - ilo |
| | - inh |
| | - io |
| | - is |
| | - it |
| | - iu |
| | - ja |
| | - jam |
| | - jbo |
| | - jv |
| | - ka |
| | - kaa |
| | - kab |
| | - kbd |
| | - kbp |
| | - kg |
| | - ki |
| | - kj |
| | - kk |
| | - kl |
| | - km |
| | - kn |
| | - ko |
| | - koi |
| | - krc |
| | - ks |
| | - ksh |
| | - ku |
| | - kv |
| | - kw |
| | - ky |
| | - la |
| | - lad |
| | - lb |
| | - lbe |
| | - lez |
| | - lfn |
| | - lg |
| | - li |
| | - lij |
| | - lmo |
| | - ln |
| | - lo |
| | - lrc |
| | - lt |
| | - ltg |
| | - lv |
| | - lzh |
| | - mai |
| | - mdf |
| | - mg |
| | - mh |
| | - mhr |
| | - mi |
| | - min |
| | - mk |
| | - ml |
| | - mn |
| | - mr |
| | - mrj |
| | - ms |
| | - mt |
| | - mus |
| | - mwl |
| | - my |
| | - myv |
| | - mzn |
| | - na |
| | - nah |
| | - nan |
| | - nap |
| | - nds |
| | - ne |
| | - new |
| | - ng |
| | - nl |
| | - nn |
| | - 'no' |
| | - nov |
| | - nrf |
| | - nso |
| | - nv |
| | - ny |
| | - oc |
| | - olo |
| | - om |
| | - or |
| | - os |
| | - pa |
| | - pag |
| | - pam |
| | - pap |
| | - pcd |
| | - pdc |
| | - pfl |
| | - pi |
| | - pih |
| | - pl |
| | - pms |
| | - pnb |
| | - pnt |
| | - ps |
| | - pt |
| | - qu |
| | - rm |
| | - rmy |
| | - rn |
| | - ro |
| | - ru |
| | - rue |
| | - rup |
| | - rw |
| | - sa |
| | - sah |
| | - sat |
| | - sc |
| | - scn |
| | - sco |
| | - sd |
| | - se |
| | - sg |
| | - sgs |
| | - sh |
| | - si |
| | - sk |
| | - sl |
| | - sm |
| | - sn |
| | - so |
| | - sq |
| | - sr |
| | - srn |
| | - ss |
| | - st |
| | - stq |
| | - su |
| | - sv |
| | - sw |
| | - szl |
| | - ta |
| | - tcy |
| | - tdt |
| | - te |
| | - tg |
| | - th |
| | - ti |
| | - tk |
| | - tl |
| | - tn |
| | - to |
| | - tpi |
| | - tr |
| | - ts |
| | - tt |
| | - tum |
| | - tw |
| | - ty |
| | - tyv |
| | - udm |
| | - ug |
| | - uk |
| | - ur |
| | - uz |
| | - ve |
| | - vec |
| | - vep |
| | - vi |
| | - vls |
| | - vo |
| | - vro |
| | - wa |
| | - war |
| | - wo |
| | - wuu |
| | - xal |
| | - xh |
| | - xmf |
| | - yi |
| | - yo |
| | - yue |
| | - za |
| | - zea |
| | - zh |
| | - zu |
| | language_bcp47: |
| | - nds-nl |
| | configs: |
| | - 20220301.aa |
| | - 20220301.ab |
| | - 20220301.ace |
| | - 20220301.ady |
| | - 20220301.af |
| | - 20220301.ak |
| | - 20220301.als |
| | - 20220301.am |
| | - 20220301.an |
| | - 20220301.ang |
| | - 20220301.ar |
| | - 20220301.arc |
| | - 20220301.arz |
| | - 20220301.as |
| | - 20220301.ast |
| | - 20220301.atj |
| | - 20220301.av |
| | - 20220301.ay |
| | - 20220301.az |
| | - 20220301.azb |
| | - 20220301.ba |
| | - 20220301.bar |
| | - 20220301.bat-smg |
| | - 20220301.bcl |
| | - 20220301.be |
| | - 20220301.be-x-old |
| | - 20220301.bg |
| | - 20220301.bh |
| | - 20220301.bi |
| | - 20220301.bjn |
| | - 20220301.bm |
| | - 20220301.bn |
| | - 20220301.bo |
| | - 20220301.bpy |
| | - 20220301.br |
| | - 20220301.bs |
| | - 20220301.bug |
| | - 20220301.bxr |
| | - 20220301.ca |
| | - 20220301.cbk-zam |
| | - 20220301.cdo |
| | - 20220301.ce |
| | - 20220301.ceb |
| | - 20220301.ch |
| | - 20220301.cho |
| | - 20220301.chr |
| | - 20220301.chy |
| | - 20220301.ckb |
| | - 20220301.co |
| | - 20220301.cr |
| | - 20220301.crh |
| | - 20220301.cs |
| | - 20220301.csb |
| | - 20220301.cu |
| | - 20220301.cv |
| | - 20220301.cy |
| | - 20220301.da |
| | - 20220301.de |
| | - 20220301.din |
| | - 20220301.diq |
| | - 20220301.dsb |
| | - 20220301.dty |
| | - 20220301.dv |
| | - 20220301.dz |
| | - 20220301.ee |
| | - 20220301.el |
| | - 20220301.eml |
| | - 20220301.en |
| | - 20220301.eo |
| | - 20220301.es |
| | - 20220301.et |
| | - 20220301.eu |
| | - 20220301.ext |
| | - 20220301.fa |
| | - 20220301.ff |
| | - 20220301.fi |
| | - 20220301.fiu-vro |
| | - 20220301.fj |
| | - 20220301.fo |
| | - 20220301.fr |
| | - 20220301.frp |
| | - 20220301.frr |
| | - 20220301.fur |
| | - 20220301.fy |
| | - 20220301.ga |
| | - 20220301.gag |
| | - 20220301.gan |
| | - 20220301.gd |
| | - 20220301.gl |
| | - 20220301.glk |
| | - 20220301.gn |
| | - 20220301.gom |
| | - 20220301.gor |
| | - 20220301.got |
| | - 20220301.gu |
| | - 20220301.gv |
| | - 20220301.ha |
| | - 20220301.hak |
| | - 20220301.haw |
| | - 20220301.he |
| | - 20220301.hi |
| | - 20220301.hif |
| | - 20220301.ho |
| | - 20220301.hr |
| | - 20220301.hsb |
| | - 20220301.ht |
| | - 20220301.hu |
| | - 20220301.hy |
| | - 20220301.ia |
| | - 20220301.id |
| | - 20220301.ie |
| | - 20220301.ig |
| | - 20220301.ii |
| | - 20220301.ik |
| | - 20220301.ilo |
| | - 20220301.inh |
| | - 20220301.io |
| | - 20220301.is |
| | - 20220301.it |
| | - 20220301.iu |
| | - 20220301.ja |
| | - 20220301.jam |
| | - 20220301.jbo |
| | - 20220301.jv |
| | - 20220301.ka |
| | - 20220301.kaa |
| | - 20220301.kab |
| | - 20220301.kbd |
| | - 20220301.kbp |
| | - 20220301.kg |
| | - 20220301.ki |
| | - 20220301.kj |
| | - 20220301.kk |
| | - 20220301.kl |
| | - 20220301.km |
| | - 20220301.kn |
| | - 20220301.ko |
| | - 20220301.koi |
| | - 20220301.krc |
| | - 20220301.ks |
| | - 20220301.ksh |
| | - 20220301.ku |
| | - 20220301.kv |
| | - 20220301.kw |
| | - 20220301.ky |
| | - 20220301.la |
| | - 20220301.lad |
| | - 20220301.lb |
| | - 20220301.lbe |
| | - 20220301.lez |
| | - 20220301.lfn |
| | - 20220301.lg |
| | - 20220301.li |
| | - 20220301.lij |
| | - 20220301.lmo |
| | - 20220301.ln |
| | - 20220301.lo |
| | - 20220301.lrc |
| | - 20220301.lt |
| | - 20220301.ltg |
| | - 20220301.lv |
| | - 20220301.mai |
| | - 20220301.map-bms |
| | - 20220301.mdf |
| | - 20220301.mg |
| | - 20220301.mh |
| | - 20220301.mhr |
| | - 20220301.mi |
| | - 20220301.min |
| | - 20220301.mk |
| | - 20220301.ml |
| | - 20220301.mn |
| | - 20220301.mr |
| | - 20220301.mrj |
| | - 20220301.ms |
| | - 20220301.mt |
| | - 20220301.mus |
| | - 20220301.mwl |
| | - 20220301.my |
| | - 20220301.myv |
| | - 20220301.mzn |
| | - 20220301.na |
| | - 20220301.nah |
| | - 20220301.nap |
| | - 20220301.nds |
| | - 20220301.nds-nl |
| | - 20220301.ne |
| | - 20220301.new |
| | - 20220301.ng |
| | - 20220301.nl |
| | - 20220301.nn |
| | - 20220301.no |
| | - 20220301.nov |
| | - 20220301.nrm |
| | - 20220301.nso |
| | - 20220301.nv |
| | - 20220301.ny |
| | - 20220301.oc |
| | - 20220301.olo |
| | - 20220301.om |
| | - 20220301.or |
| | - 20220301.os |
| | - 20220301.pa |
| | - 20220301.pag |
| | - 20220301.pam |
| | - 20220301.pap |
| | - 20220301.pcd |
| | - 20220301.pdc |
| | - 20220301.pfl |
| | - 20220301.pi |
| | - 20220301.pih |
| | - 20220301.pl |
| | - 20220301.pms |
| | - 20220301.pnb |
| | - 20220301.pnt |
| | - 20220301.ps |
| | - 20220301.pt |
| | - 20220301.qu |
| | - 20220301.rm |
| | - 20220301.rmy |
| | - 20220301.rn |
| | - 20220301.ro |
| | - 20220301.roa-rup |
| | - 20220301.roa-tara |
| | - 20220301.ru |
| | - 20220301.rue |
| | - 20220301.rw |
| | - 20220301.sa |
| | - 20220301.sah |
| | - 20220301.sat |
| | - 20220301.sc |
| | - 20220301.scn |
| | - 20220301.sco |
| | - 20220301.sd |
| | - 20220301.se |
| | - 20220301.sg |
| | - 20220301.sh |
| | - 20220301.si |
| | - 20220301.simple |
| | - 20220301.sk |
| | - 20220301.sl |
| | - 20220301.sm |
| | - 20220301.sn |
| | - 20220301.so |
| | - 20220301.sq |
| | - 20220301.sr |
| | - 20220301.srn |
| | - 20220301.ss |
| | - 20220301.st |
| | - 20220301.stq |
| | - 20220301.su |
| | - 20220301.sv |
| | - 20220301.sw |
| | - 20220301.szl |
| | - 20220301.ta |
| | - 20220301.tcy |
| | - 20220301.te |
| | - 20220301.tet |
| | - 20220301.tg |
| | - 20220301.th |
| | - 20220301.ti |
| | - 20220301.tk |
| | - 20220301.tl |
| | - 20220301.tn |
| | - 20220301.to |
| | - 20220301.tpi |
| | - 20220301.tr |
| | - 20220301.ts |
| | - 20220301.tt |
| | - 20220301.tum |
| | - 20220301.tw |
| | - 20220301.ty |
| | - 20220301.tyv |
| | - 20220301.udm |
| | - 20220301.ug |
| | - 20220301.uk |
| | - 20220301.ur |
| | - 20220301.uz |
| | - 20220301.ve |
| | - 20220301.vec |
| | - 20220301.vep |
| | - 20220301.vi |
| | - 20220301.vls |
| | - 20220301.vo |
| | - 20220301.wa |
| | - 20220301.war |
| | - 20220301.wo |
| | - 20220301.wuu |
| | - 20220301.xal |
| | - 20220301.xh |
| | - 20220301.xmf |
| | - 20220301.yi |
| | - 20220301.yo |
| | - 20220301.za |
| | - 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" |
| | } |
| | ``` |
| |
|
