metadata

license: cc
task_categories:
  - text-generation
language:
  - eu
tags:
  - Basque
  - Euskara
pretty_name: Zelai Haundi
size_categories:
  - 100M<n<1B

Dataset Card for Zelai Haundi

Zelai-Haundi: A Big Open Dataset to Feed the next Gen of Basque LLMs

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Details

Dataset Description

Curated by: Orai NLP Technologies
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): EU
License: CC

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

The corpus is released in jsonl format. Each document contains the following properties:

{
        "source": "source", 
        "license": "document license", 
        "lang": "eu", 
        "url": "document url", 
        "title": "document title", 
        "author": "document author if known, source otherwise", 
        "date": "yyyy-mm-dd", 
        "text": "document content, ready to use raw text. Title text is included as well.",
        "domain": "document domain. one of ['news', 'administrative', 'wikipedia', 'science', 'subtitles', 'literature', 'videogames']"
}

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

This is a corpus of Basque language. It contains 559.380.531 raw tokens. It was gathered from various web sources and contains data up to 2024/02/23. The corpus is comprised of documents from various sources. All documents included have a free license, but each source has its own license. The following table summarizes corpus statistics and license information.

source	tokens (M)	license
tokikom	165,75	cc-by / cc-by-sa
berria + egunkaria	178,77	cc-by-sa 4.0
administrative	92,6	public domain
Wikipedia	63,8	cc0
addi	17	cc-by-nc-sa / cc-by-nc-nd
argia	17,44	cc-by-sa 4.0
subtitles	11	cc-by-sa
zientzia.eus	8,3	cc-by-sa
susa	5,8	cc-by-sa 3.0
zientzia kaiera	2	cc-by-sa 3.0
ekaia	1,8	cc-by-nc-nd
ikergazte	1,7	cc-by-sa 3.0
game-erauntsia	0,40	cc-by-sa 4.0
Total	566,36

Data Collection and Processing

Data collection efforts were performed between 2024/01/01-2024/02/23.

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

This

Furthermore, text coming from susa (literature) and subtitles sources, may content hate speech, slurs or explicit language. We decided to include them in the corpus, to ensure that the corpus contains conversational data. We did not perform any cleaning or censoring of those, since it might be needed for tasks like hate speech detection. We suggest filtering those before pretraining an LLM for end tasks like interactive chat.

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

We plan to release a paper soon, but, for now, please, cite as follows:

BibTeX:

@misc{ZelaiHaundi, title = "{Zelai-Haundi: A Big Open Dataset to Feed the next Gen of Basque LLMs}", author = "{Iñaki, Gorka, Xabi, Ander}", url = "https://huggingface.co/datasets/orai-nlp/ZelaiHaundi",
year = 2024 }

More Information [optional]

[More Information Needed]

Dataset Card Contact

Iñaki San Vicente (i.sanvicente@orai.eus)
Gorka Urbizu (g.urbizu@orai.eus)