Create README.md
Browse files
README.md
ADDED
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1 |
+
---
|
2 |
+
annotations_creators:
|
3 |
+
- no-annotation
|
4 |
+
language_creators:
|
5 |
+
- crowdsourced
|
6 |
+
pretty_name: Wikipedia
|
7 |
+
paperswithcode_id: null
|
8 |
+
license:
|
9 |
+
- cc-by-sa-3.0
|
10 |
+
- gfdl
|
11 |
+
task_categories:
|
12 |
+
- text-generation
|
13 |
+
- fill-mask
|
14 |
+
task_ids:
|
15 |
+
- language-modeling
|
16 |
+
- masked-language-modeling
|
17 |
+
source_datasets:
|
18 |
+
- original
|
19 |
+
multilinguality:
|
20 |
+
- multilingual
|
21 |
+
size_categories:
|
22 |
+
- n<1K
|
23 |
+
- 1K<n<10K
|
24 |
+
- 10K<n<100K
|
25 |
+
- 100K<n<1M
|
26 |
+
- 1M<n<10M
|
27 |
+
language:
|
28 |
+
- aa
|
29 |
+
- ab
|
30 |
+
- ace
|
31 |
+
- af
|
32 |
+
- ak
|
33 |
+
- als
|
34 |
+
- am
|
35 |
+
- an
|
36 |
+
- ang
|
37 |
+
- ar
|
38 |
+
- arc
|
39 |
+
- arz
|
40 |
+
- as
|
41 |
+
- ast
|
42 |
+
- atj
|
43 |
+
- av
|
44 |
+
- ay
|
45 |
+
- az
|
46 |
+
- azb
|
47 |
+
- ba
|
48 |
+
- bar
|
49 |
+
- bcl
|
50 |
+
- be
|
51 |
+
- bg
|
52 |
+
- bh
|
53 |
+
- bi
|
54 |
+
- bjn
|
55 |
+
- bm
|
56 |
+
- bn
|
57 |
+
- bo
|
58 |
+
- bpy
|
59 |
+
- br
|
60 |
+
- bs
|
61 |
+
- bug
|
62 |
+
- bxr
|
63 |
+
- ca
|
64 |
+
- cbk
|
65 |
+
- cdo
|
66 |
+
- ce
|
67 |
+
- ceb
|
68 |
+
- ch
|
69 |
+
- cho
|
70 |
+
- chr
|
71 |
+
- chy
|
72 |
+
- ckb
|
73 |
+
- co
|
74 |
+
- cr
|
75 |
+
- crh
|
76 |
+
- cs
|
77 |
+
- csb
|
78 |
+
- cu
|
79 |
+
- cv
|
80 |
+
- cy
|
81 |
+
- da
|
82 |
+
- de
|
83 |
+
- din
|
84 |
+
- diq
|
85 |
+
- dsb
|
86 |
+
- dty
|
87 |
+
- dv
|
88 |
+
- dz
|
89 |
+
- ee
|
90 |
+
- el
|
91 |
+
- eml
|
92 |
+
- en
|
93 |
+
- eo
|
94 |
+
- es
|
95 |
+
- et
|
96 |
+
- eu
|
97 |
+
- ext
|
98 |
+
- fa
|
99 |
+
- ff
|
100 |
+
- fi
|
101 |
+
- fj
|
102 |
+
- fo
|
103 |
+
- fr
|
104 |
+
- frp
|
105 |
+
- frr
|
106 |
+
- fur
|
107 |
+
- fy
|
108 |
+
- ga
|
109 |
+
- gag
|
110 |
+
- gan
|
111 |
+
- gd
|
112 |
+
- gl
|
113 |
+
- glk
|
114 |
+
- gn
|
115 |
+
- gom
|
116 |
+
- gor
|
117 |
+
- got
|
118 |
+
- gu
|
119 |
+
- gv
|
120 |
+
- ha
|
121 |
+
- hak
|
122 |
+
- haw
|
123 |
+
- he
|
124 |
+
- hi
|
125 |
+
- hif
|
126 |
+
- ho
|
127 |
+
- hr
|
128 |
+
- hsb
|
129 |
+
- ht
|
130 |
+
- hu
|
131 |
+
- hy
|
132 |
+
- ia
|
133 |
+
- id
|
134 |
+
- ie
|
135 |
+
- ig
|
136 |
+
- ii
|
137 |
+
- ik
|
138 |
+
- ilo
|
139 |
+
- inh
|
140 |
+
- io
|
141 |
+
- is
|
142 |
+
- it
|
143 |
+
- iu
|
144 |
+
- ja
|
145 |
+
- jam
|
146 |
+
- jbo
|
147 |
+
- jv
|
148 |
+
- ka
|
149 |
+
- kaa
|
150 |
+
- kab
|
151 |
+
- kbd
|
152 |
+
- kbp
|
153 |
+
- kg
|
154 |
+
- ki
|
155 |
+
- kj
|
156 |
+
- kk
|
157 |
+
- kl
|
158 |
+
- km
|
159 |
+
- kn
|
160 |
+
- ko
|
161 |
+
- koi
|
162 |
+
- krc
|
163 |
+
- ks
|
164 |
+
- ksh
|
165 |
+
- ku
|
166 |
+
- kv
|
167 |
+
- kw
|
168 |
+
- ky
|
169 |
+
- la
|
170 |
+
- lad
|
171 |
+
- lb
|
172 |
+
- lbe
|
173 |
+
- lez
|
174 |
+
- lfn
|
175 |
+
- lg
|
176 |
+
- li
|
177 |
+
- lij
|
178 |
+
- lmo
|
179 |
+
- ln
|
180 |
+
- lo
|
181 |
+
- lrc
|
182 |
+
- lt
|
183 |
+
- ltg
|
184 |
+
- lv
|
185 |
+
- lzh
|
186 |
+
- mai
|
187 |
+
- mdf
|
188 |
+
- mg
|
189 |
+
- mh
|
190 |
+
- mhr
|
191 |
+
- mi
|
192 |
+
- min
|
193 |
+
- mk
|
194 |
+
- ml
|
195 |
+
- mn
|
196 |
+
- mr
|
197 |
+
- mrj
|
198 |
+
- ms
|
199 |
+
- mt
|
200 |
+
- mus
|
201 |
+
- mwl
|
202 |
+
- my
|
203 |
+
- myv
|
204 |
+
- mzn
|
205 |
+
- na
|
206 |
+
- nah
|
207 |
+
- nan
|
208 |
+
- nap
|
209 |
+
- nds
|
210 |
+
- ne
|
211 |
+
- new
|
212 |
+
- ng
|
213 |
+
- nl
|
214 |
+
- nn
|
215 |
+
- 'no'
|
216 |
+
- nov
|
217 |
+
- nrf
|
218 |
+
- nso
|
219 |
+
- nv
|
220 |
+
- ny
|
221 |
+
- oc
|
222 |
+
- olo
|
223 |
+
- om
|
224 |
+
- or
|
225 |
+
- os
|
226 |
+
- pa
|
227 |
+
- pag
|
228 |
+
- pam
|
229 |
+
- pap
|
230 |
+
- pcd
|
231 |
+
- pdc
|
232 |
+
- pfl
|
233 |
+
- pi
|
234 |
+
- pih
|
235 |
+
- pl
|
236 |
+
- pms
|
237 |
+
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
619 |
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|
620 |
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|
621 |
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|
622 |
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|
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|
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- 20240101.zu
|
625 |
+
---
|
626 |
+
|
627 |
+
# Dataset Card for Wikipedia
|
628 |
+
|
629 |
+
This repo is a fork of the [olm/wikipedia](https://huggingface.co/datasets/olm/wikipedia) repo which itself is a fork of the original Hugging Face Wikipedia repo [here](https://huggingface.co/datasets/wikipedia).
|
630 |
+
|
631 |
+
This fork modifies `olm/wikipedia` to enable running on lower resourced machines. These changes have been proposed as a [PR with the olm/wikipedia project](https://huggingface.co/datasets/olm/wikipedia/discussions/6).
|
632 |
+
|
633 |
+
## Table of Contents
|
634 |
+
- [Dataset Description](#dataset-description)
|
635 |
+
- [Dataset Summary](#dataset-summary)
|
636 |
+
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
|
637 |
+
- [Languages](#languages)
|
638 |
+
- [Dataset Structure](#dataset-structure)
|
639 |
+
- [Data Instances](#data-instances)
|
640 |
+
- [Data Fields](#data-fields)
|
641 |
+
- [Data Splits](#data-splits)
|
642 |
+
- [Dataset Creation](#dataset-creation)
|
643 |
+
- [Curation Rationale](#curation-rationale)
|
644 |
+
- [Source Data](#source-data)
|
645 |
+
- [Annotations](#annotations)
|
646 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
647 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
648 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
649 |
+
- [Discussion of Biases](#discussion-of-biases)
|
650 |
+
- [Other Known Limitations](#other-known-limitations)
|
651 |
+
- [Additional Information](#additional-information)
|
652 |
+
- [Dataset Curators](#dataset-curators)
|
653 |
+
- [Licensing Information](#licensing-information)
|
654 |
+
- [Citation Information](#citation-information)
|
655 |
+
- [Contributions](#contributions)
|
656 |
+
|
657 |
+
## Dataset Description
|
658 |
+
|
659 |
+
- **Homepage:** [https://dumps.wikimedia.org](https://dumps.wikimedia.org)
|
660 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
661 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
662 |
+
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
663 |
+
|
664 |
+
### Dataset Summary
|
665 |
+
|
666 |
+
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.).
|
667 |
+
|
668 |
+
The articles are parsed using the ``mwparserfromhell`` tool.
|
669 |
+
|
670 |
+
To load this dataset you need to install the following dependencies:
|
671 |
+
|
672 |
+
```
|
673 |
+
pip install mwparserfromhell datasets
|
674 |
+
```
|
675 |
+
|
676 |
+
Then, you can load any subset of Wikipedia per language and per date this way:
|
677 |
+
|
678 |
+
```python
|
679 |
+
from datasets import load_dataset
|
680 |
+
|
681 |
+
load_dataset("neuml/wikipedia", language="en", date="20240101")
|
682 |
+
```
|
683 |
+
|
684 |
+
You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).
|
685 |
+
|
686 |
+
### Supported Tasks and Leaderboards
|
687 |
+
|
688 |
+
The dataset is generally used for Language Modeling.
|
689 |
+
|
690 |
+
### Languages
|
691 |
+
|
692 |
+
You can find the list of languages [here](https://meta.wikimedia.org/wiki/List_of_Wikipedias).
|
693 |
+
|
694 |
+
## Dataset Structure
|
695 |
+
|
696 |
+
### Data Instances
|
697 |
+
|
698 |
+
An example looks as follows:
|
699 |
+
|
700 |
+
```
|
701 |
+
{'id': '1',
|
702 |
+
'url': 'https://simple.wikipedia.org/wiki/April',
|
703 |
+
'title': 'April',
|
704 |
+
'text': 'April is the fourth month...'
|
705 |
+
}
|
706 |
+
```
|
707 |
+
|
708 |
+
### Data Fields
|
709 |
+
|
710 |
+
The data fields are the same among all configurations:
|
711 |
+
|
712 |
+
- `id` (`str`): ID of the article.
|
713 |
+
- `url` (`str`): URL of the article.
|
714 |
+
- `title` (`str`): Title of the article.
|
715 |
+
- `text` (`str`): Text content of the article.
|
716 |
+
|
717 |
+
### Curation Rationale
|
718 |
+
|
719 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
720 |
+
|
721 |
+
### Source Data
|
722 |
+
|
723 |
+
#### Initial Data Collection and Normalization
|
724 |
+
|
725 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
726 |
+
|
727 |
+
#### Who are the source language producers?
|
728 |
+
|
729 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
730 |
+
|
731 |
+
### Annotations
|
732 |
+
|
733 |
+
#### Annotation process
|
734 |
+
|
735 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
736 |
+
|
737 |
+
#### Who are the annotators?
|
738 |
+
|
739 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
740 |
+
|
741 |
+
### Personal and Sensitive Information
|
742 |
+
|
743 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
744 |
+
|
745 |
+
## Considerations for Using the Data
|
746 |
+
|
747 |
+
### Social Impact of Dataset
|
748 |
+
|
749 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
750 |
+
|
751 |
+
### Discussion of Biases
|
752 |
+
|
753 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
754 |
+
|
755 |
+
### Other Known Limitations
|
756 |
+
|
757 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
758 |
+
|
759 |
+
## Additional Information
|
760 |
+
|
761 |
+
### Dataset Curators
|
762 |
+
|
763 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
764 |
+
|
765 |
+
### Licensing Information
|
766 |
+
|
767 |
+
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).
|
768 |
+
|
769 |
+
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.
|
770 |
+
|
771 |
+
### Citation Information
|
772 |
+
|
773 |
+
```
|
774 |
+
@ONLINE{wikidump,
|
775 |
+
author = "Wikimedia Foundation",
|
776 |
+
title = "Wikimedia Downloads",
|
777 |
+
url = "https://dumps.wikimedia.org"
|
778 |
+
}
|
779 |
+
```
|