|
--- |
|
language: |
|
- eu |
|
configs: |
|
- config_name: euscrawl-v1.1 |
|
data_files: |
|
- split: train |
|
path: euscrawl-v1.1/train.jsonl.gz |
|
- split: validation |
|
path: euscrawl-v1.1/valid.jsonl.gz |
|
- split: test |
|
path: euscrawl-v1.1/test.jsonl.gz |
|
- config_name: egunkaria |
|
data_files: |
|
- split: train |
|
path: egunkaria/train.jsonl.gz |
|
- split: validation |
|
path: egunkaria/valid.jsonl.gz |
|
- split: test |
|
path: egunkaria/test.jsonl.gz |
|
- config_name: booktegi |
|
data_files: |
|
- split: train |
|
path: booktegi/train.jsonl.gz |
|
- split: validation |
|
path: booktegi/valid.jsonl.gz |
|
- split: test |
|
path: booktegi/test.jsonl.gz |
|
- config_name: wikipedia |
|
data_files: |
|
- split: train |
|
path: wikipedia/train.jsonl.gz |
|
- split: validation |
|
path: wikipedia/valid.jsonl.gz |
|
- split: test |
|
path: wikipedia/test.jsonl.gz |
|
- config_name: culturax |
|
data_files: |
|
- split: train |
|
path: CulturaX/train.jsonl.gz |
|
- split: validation |
|
path: CulturaX/valid.jsonl.gz |
|
- split: test |
|
path: CulturaX/test.jsonl.gz |
|
- config_name: colossal-oscar |
|
data_files: |
|
- split: train |
|
path: colossal-oscar/train.jsonl.gz |
|
- split: validation |
|
path: colossal-oscar/valid.jsonl.gz |
|
- split: test |
|
path: colossal-oscar/test.jsonl.gz |
|
- config_name: hplt-v1 |
|
data_files: |
|
- split: train |
|
path: hplt-v1/train.jsonl.gz |
|
- split: validation |
|
path: hplt-v1/valid.jsonl.gz |
|
- split: test |
|
path: hplt-v1/test.jsonl.gz |
|
task_categories: |
|
- fill-mask |
|
- text-generation |
|
task_ids: |
|
- language-modeling |
|
- masked-language-modeling |
|
annotations_creators: |
|
- no-annotation |
|
multilinguality: |
|
- monolingual |
|
--- |
|
# Latxa Corpus v1.1 |
|
|
|
This is the training corpus of [Latxa v1.1](https://huggingface.co/collections/HiTZ/latxa-65a697e6838b3acc53677304), a family of large language models for Basque based on Llama 2. |
|
|
|
- 💻 **Repository:** [https://github.com/hitz-zentroa/latxa](https://github.com/hitz-zentroa/latxa) |
|
- 📒 **Blog Post**: [Latxa: An Open Language Model and Evaluation Suite for Basque](https://www.hitz.eus/en/node/340) |
|
- 📖 **Paper:** [Latxa: An Open Language Model and Evaluation Suite for Basque](https://arxiv.org/abs/2403.20266) |
|
- 📧 **Point of Contact:** [email protected] |
|
|
|
## Dataset Summary |
|
|
|
- **Curated by:** HiTZ Research Center & IXA Research group (University of the Basque Country UPV/EHU) |
|
- **Language(s):** eu-ES |
|
|
|
Latxa's training corpus combines various existing datasets, as well as some new ones that we hereby release. |
|
The raw document mix has been deduplicated and processed; here you'll find the final version of the corpus. |
|
Our data sources are introduced briefly below. |
|
For more details, consult our [paper](https://arxiv.org/abs/2403.20266). |
|
|
|
- **Euscrawl v1.1 <sup color="red">[new]</sup>**: An updated version of [EusCrawl v1](https://www.ixa.eus/euscrawl/) ([Artetxe et al., 2022](https://doi.org/10.18653/v1/2022.emnlp-main.499)), including new content up to November 2023. |
|
- **Egunkaria <sup color="red">[new]</sup>**: Content from the Egunkaria daily newspaper. |
|
- **Booktegi <sup color="red">[new]</sup>**: Content from [https://www.booktegi.eus/](https://www.booktegi.eus/) EPUB books. |
|
- **Wikipedia**: Basque Wikipedia's [dump](https://dumps.wikimedia.org/) from November 2023. |
|
- **CulturaX**: The Basque portion of the [CulturaX](https://huggingface.co/datasets/uonlp/CulturaX) corpus ([Nguyen et al., 2023](https://arxiv.org/abs/2309.09400)). |
|
- **Colossal OSCAR**: The Basque portion of several [Colossal OSCAR](https://huggingface.co/datasets/oscar-corpus/colossal-oscar-1.0) releases. |
|
- **HPLT v1**: The Basque portion of the [HPLT v1](https://hplt-project.org/datasets/v1) corpus ([Aulamo et al., 2023](https://aclanthology.org/2023.eamt-1.61)). |
|
|
|
For detailed information regarding the licenses associated with each individual corpus comprising this training dataset, please refer to the respective references listed alongside each corpus entry. |
|
|
|
## Statistics |
|
|
|
The size of each dataset in terms of number of documents can be found below: |
|
|
|
| | Train | Valid | Test | |
|
|----------------|----------:|-------:|-------:| |
|
| CulturaX | 1,283,429 | 13,096 | 13,098 | |
|
| EusCrawl v1.1 | 1,758,084 | 17,861 | 17,736 | |
|
| HPLT v1 | 367,238 | 3,797 | 3,699 | |
|
| Colossal OSCAR | 233,753 | 2,483 | 2,276 | |
|
| Wikipedia | 400,902 | 4,063 | 4,092 | |
|
| Egunkaria | 172,876 | 1,766 | 1,764 | |
|
| Booktegi | 161 | 4 | 1 | |
|
|
|
|
|
## Citation |
|
|
|
To cite our work, please use: |
|
|
|
```bibtex |
|
@misc{etxaniz2024latxa, |
|
title={{L}atxa: An Open Language Model and Evaluation Suite for {B}asque}, |
|
author={Julen Etxaniz and Oscar Sainz and Naiara Perez and Itziar Aldabe and German Rigau and Eneko Agirre and Aitor Ormazabal and Mikel Artetxe and Aitor Soroa}, |
|
year={2024}, |
|
eprint={2403.20266}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
``` |
|
|
