|
--- |
|
language: |
|
- en |
|
- fr |
|
- de |
|
- es |
|
- it |
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license: |
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- cc-by-sa-4.0 |
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task_categories: |
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- text-generation |
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- fill-mask |
|
task_ids: |
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- language-modeling |
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- masked-language-modeling |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: "*/20240201/*parquet" |
|
- config_name: "en" |
|
data_files: |
|
- split: train |
|
path: "en/20240201/*parquet" |
|
- config_name: "fr" |
|
data_files: |
|
- split: train |
|
path: "fr/20240201/*parquet" |
|
- config_name: "de" |
|
data_files: |
|
- split: train |
|
path: "de/20240201/*parquet" |
|
- config_name: "es" |
|
data_files: |
|
- split: train |
|
path: "es/20240201/*parquet" |
|
- config_name: "it" |
|
data_files: |
|
- split: train |
|
path: "it/20240201/*parquet" |
|
dataset_info: |
|
- config_name: "en" |
|
features: |
|
- name: id |
|
dtype: int32 |
|
- name: url |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 28019684686 |
|
num_examples: 6893170 |
|
download_size: 15544920302 |
|
dataset_size: 28019684686 |
|
- config_name: "fr" |
|
features: |
|
- name: id |
|
dtype: int32 |
|
- name: url |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 10734253565 |
|
num_examples: 2647717 |
|
download_size: 5990349749 |
|
dataset_size: 10734253565 |
|
- config_name: "de" |
|
features: |
|
- name: id |
|
dtype: int32 |
|
- name: url |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 11947016839 |
|
num_examples: 2877387 |
|
download_size: 6811415105 |
|
dataset_size: 11947016839 |
|
- config_name: "es" |
|
features: |
|
- name: id |
|
dtype: int32 |
|
- name: url |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 7636098849 |
|
num_examples: 1947242 |
|
download_size: 4346936003 |
|
dataset_size: 7636098849 |
|
- config_name: "it" |
|
features: |
|
- name: id |
|
dtype: int32 |
|
- name: url |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 6544616305 |
|
num_examples: 1870387 |
|
download_size: 3742980452 |
|
dataset_size: 6544616305 |
|
--- |
|
|
|
# Plain text of Wikipedia |
|
|
|
* [Dataset Description](#dataset-description) |
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* [Size](#size) |
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* [Example use (python)](#example-use-python) |
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* [Data fields](#data-fields) |
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* [Notes on data formatting](#notes-on-data-formatting) |
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* [License](#license) |
|
* [Aknowledgements](#aknowledgements) |
|
* [Citation](#citation) |
|
|
|
## Dataset Description |
|
|
|
This dataset is a plain text version of pages from `wikipedia.org` spaces for several languages |
|
([English](https://en.wikipedia.org/wiki), |
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[German](https://de.wikipedia.org/wiki), |
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[French](https://fr.wikipedia.org/wiki), |
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[Spanish](https://es.wikipedia.org/wiki), |
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[Italian](https://it.wikipedia.org/wiki)). |
|
The text is without HTML tags nor wiki templates. |
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It just includes markdown syntax for headers, lists and tables. |
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See [Notes on data formatting](#notes-on-data-formatting) for more details. |
|
|
|
It was created by [LINAGORA](https://labs.linagora.com/) and [OpenLLM France](https://openllmfrance.org/) |
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from the [Wikimedia dumps](https://dumps.wikimedia.org/other/enterprise_html/runs), |
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using code in [https://github.com/OpenLLM-France/wikiplaintext](https://github.com/OpenLLM-France/wikiplaintext). |
|
|
|
### Size |
|
|
|
The amount of data for the latest dump (20240201) are for the several languages: |
|
| | **English (en)** | **German (de)** | **French (fr)** | **Spanish (es)** | **Italian (it)** | |
|
| :---------------|--------: |--------: |--------: |--------: |--------: | |
|
| **# documents** | 6 893 170 | 2 877 387 | 2 647 717 | 1 947 242 | 1 870 387 | |
|
| **# paragraphs** | 59 010 400 | 23 686 448 | 24 943 988 | 16 354 822 | 15 774 432 | |
|
| **# lines** | 241 540 701 | 90 393 406 | 97 295 694 | 56 476 769 | 61 007 593 | |
|
| **# words** | 4 772 115 884 | 1 730 527 517 | 1 758 293 925 | 1 263 717 667 | 1 078 659 862 | |
|
| **# characters** | 27 172 681 137 | 11 468 147 020 | 10 141 322 856 | 7 310 434 534 | 6 315 423 707 | |
|
| **size in memory** | 26 721.7 MB | 11 393.6 MB | 10 237.0 MB | 7 282.4 MB | 6 241.4 MB | |
|
| **size on disk** | 14 824.8 MB | 6 495.9 MB | 5 712.8 MB | 4 145.6 MB | 3 569.6 MB | |
|
|
|
|
|
### Example use (python) |
|
|
|
Load the full dataset: |
|
|
|
```python |
|
import datasets |
|
|
|
ds = datasets.load_dataset("OpenLLM-France/wikipedia", |
|
streaming=True, |
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split="train" |
|
) |
|
``` |
|
|
|
Load the dataset for a given language (French in this example): |
|
```python |
|
ds = datasets.load_dataset("OpenLLM-France/wikipedia", "fr", |
|
streaming=True, |
|
split="train" |
|
) |
|
``` |
|
|
|
### Data fields |
|
|
|
The data fields are the same among all configurations: |
|
- `id` (`int`): ID of the article. |
|
- `url` (`str`): URL of the article. |
|
- `title` (`str`): Title of the article. |
|
- `text` (`str`): Text content of the article. |
|
|
|
For example: |
|
``` |
|
{'id': 847027, |
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'url': 'https://fr.wikipedia.org/wiki/D%C3%A9partement_de_Rinconada', |
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'title': 'Département de Rinconada', |
|
'text': "# Département de Rinconada\n\nLe département de Rinconada est une des 16 subdivisions de la province de Jujuy, en Argentine. Son chef-lieu est la ville de Rinconada.\nLe département a une superficie de 6 407 km². Sa population extrêmement clairsemée s'élevait à 2 298 habitants en 2001, soit une densité de 0,3 hab./km².\n\n# Département de Rinconada\n## Localités\n\nOutre le chef-lieu d'arrondissement, Rinconada, il faut citer :\n* Mina Pirquitas, localité la plus élevée d'Argentine (4 271 mètres d'altitude).\nC'est sur le territoire de ce département qu'est situé le site Ramsar des Lagunas de Vilama." |
|
} |
|
``` |
|
|
|
### Notes on data formatting |
|
|
|
#### Special characters |
|
|
|
Superscripts and subscripts are kept as unicode characters when possible. e.g. `XIIIᵉ siècle`, `3 000 m²`, `P₂O₇⁴⁻`. |
|
|
|
Unbreakable spaces are kept as unicode characters |
|
(in python, use `text.replace("\u00A0", " ")` to replace them with normal spaces). |
|
|
|
#### Markdown syntax |
|
|
|
Tables are kept as markdown tables. |
|
For instance: |
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<div style="border: 2px solid black; padding: 10px;"><code> |
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| Français | Espéranto | IPA |<br/> |
|
| Salut, bonjour | Saluton | [sa.ˈlu.ton] |<br/> |
|
| Oui | Jes | [ˈjes] |<br/> |
|
| Non | Ne | [ˈne] |<br/> |
|
| Bonsoir | Bonan vesperon | [ˈbo.nan ves.ˈpe.ron] |<br/> |
|
| Bonne nuit | Bonan nokton | [ˈbo.nan ˈnok.ton] | |
|
</code></div> |
|
|
|
Lists are kept as markdown lists. |
|
For instance: |
|
<div style="border: 2px solid black; padding: 10px;"><code> |
|
* 1 000 personnes ont l'espéranto comme langue maternelle ;<br/> |
|
* 10 000 personnes parlent l'espéranto avec un niveau proche d'une langue maternelle ;<br/> |
|
* 100 000 personnes parlent couramment l'espéranto ; |
|
</code></div> |
|
|
|
Headers are kept as markdown headers, and all the levels of headers are kept before each paragraph. |
|
The first header always corresponds to the page title. |
|
For instance: |
|
<div style="border: 2px solid black; padding: 10px;"><code> |
|
# Espéranto<br /> |
|
<br /> |
|
L'espéranto est une langue construite internationale utilisée comme langue véhiculaire par des personnes […]<br /> |
|
Fondée sur une grammaire régulière sans exception, l'espéranto est une langue globalement agglutinante où[…]<br /> |
|
C’est en 1887 que Louis-Lazare Zamenhof, sous le pseudonyme Doktoro Esperanto (Docteur « Espérant ») qui […]<br /> |
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L’Association universelle d’espéranto, fondée en 1908, est en relation officielle avec l’Organisation des[…]<br /> |
|
<br /> |
|
# Espéranto<br /> |
|
## Définition<br /> |
|
### Nom<br /> |
|
<br /> |
|
Le pseudonyme « Doktoro Esperanto » (Docteur « Espérant »), utilisé par Zamenhof pour présenter son proje[…]<br /> |
|
<br /> |
|
# Espéranto<br /> |
|
## Définition<br /> |
|
### Nom<br /> |
|
#### Utilisation du mot espéranto en tant que métaphore<br /> |
|
<br /> |
|
Le nom espéranto fonctionne comme un nom propre quand il désigne la langue même, mais est parfois utilisé[…]<br /> |
|
Dans le domaine de l'informatique, Java fut qualifié d'« espéranto des langages de programmation », en pa[…] |
|
</code></div> |
|
|
|
## License |
|
|
|
This dataset is distributed under the [Creative Commons Attribution-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-sa/4.0/). |
|
|
|
## Aknowledgements |
|
|
|
This dataset was created by [Jérôme Louradour](https://huggingface.co/Jeronymous) on behalf of |
|
[LINAGORA](https://labs.linagora.com/) and |
|
[OpenLLM France](https://openllmfrance.org/). |
|
|
|
Many thanks to the [Wikimedia Foundation](https://wikimediafoundation.org/) |
|
for providing the data and useful advices, |
|
in particular Isaac Johnson, Albert Villanova and Rémy Gerbet. |
|
|
|
## Citation |
|
|
|
``` |
|
@online{wikipedia_dump, |
|
author = "OpenLLM-France, LINAGORA Labs", |
|
title = "Plain text Wikipedia", |
|
url = "https://huggingface.co/datasets/OpenLLM-France/wikipedia" |
|
} |
|
``` |
|
|
