|
--- |
|
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) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Annotations |
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|
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Personal and Sensitive Information |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Licensing Information |
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|
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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). |
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|
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Some text has been imported only under CC BY-SA and CC BY-SA-compatible license and cannot be reused under GFDL; such |
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text will be identified on the page footer, in the page history, or on the discussion page of the article that utilizes |
|
the text. |
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|
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### Citation Information |
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``` |
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@ONLINE{wikidump, |
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author = "Wikimedia Foundation", |
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title = "Wikimedia Downloads", |
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url = "https://dumps.wikimedia.org" |
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} |
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``` |
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|
