metadata

license: odc-by
viewer: true
task_categories:
  - text-generation
language:
  - ro
tags:
  - language-modeling
  - casual-lm
  - llm
pretty_name: FuLG
size_categories:
  - 100B<n<1T

❄️FuLG

The FuLG dataset is a comprehensive Romanian language corpus comprising 150 billion tokens, carefully extracted from Common Crawl. This extensive dataset is the result of rigorous filtering and deduplication processes applied to 95 Common Crawl snapshots. The compressed dataset has 289 GB.

For more details, check the arXiv preprint.

How do I download this?

Using 🤗 Datasets

from datasets import load_dataset

# Full dataset
dataset = load_dataset("faur-ai/fulg")

# To load the data from a specific CC snapshot
dataset = load_dataset("faur-ai/fulg", data_dir='2018-05')

Using Git

git clone https://huggingface.co/datasets/faur-ai/fulg

Data Fields

The data have several fields:

url: url of the source as a string
date_download: date of crawl
digest: hash of content
length: length of content
nlines: number of lines
source_domain: domain of document
title: title of document
raw_content: text content as a string
cc_segment: source CommonCrawl segment
original_nlines: original number of lines before processing
original_length: original length before processing
language: language (ro)
language_score: score for language

Licensing Information

We are releasing this dataset under the terms of ODC-BY. By using this dataset, you are also bound any license agreements and terms of use of the original data sources.

Bibtex

If you use our dataset, please cite us at:

@misc{fulg150bromaniancorpus,
      title={FuLG: 150B Romanian Corpus for Language Model Pretraining}, 
      author={Vlad-Andrei Bădoiu and Mihai-Valentin Dumitru and Alexandru M. Gherghescu and Alexandru Agache and Costin Raiciu},
      year={2024},
      eprint={2407.13657},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2407.13657}, 
}