README.md

---
language:
- sk
license: odc-by
tags:
- Slovak
- Datasets
- FineWeb2
dataset_info:
  features:
  - name: text
    dtype: string
  - name: id
    dtype: string
  - name: dump
    dtype: string
  - name: url
    dtype: string
  - name: date
    dtype: string
  - name: file_path
    dtype: string
  - name: language
    dtype: string
  - name: language_score
    dtype: float64
  - name: language_script
    dtype: string
  - name: minhash_cluster_size
    dtype: int64
  - name: top_langs
    dtype: string
  - name: fasttext
    dtype: string
  - name: langdetect
    dtype: string
  - name: lingua
    dtype: string
  - name: bad_words
    sequence: string
  splits:
  - name: test
    num_bytes: 111283118
    num_examples: 28720
  - name: train
    num_bytes: 101664155529
    num_examples: 26470482
  download_size: 63706633020
  dataset_size: 101775438647
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test-*
  - split: train
    path: data/train-*
---

# FineWeb2 Slovak

This is the Slovak Portion of The [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2#additional-information) Dataset.

Known within subsets as **slk_Latn**, this language boasts an extensive corpus of over **14.1 billion words** across more than **26.5 million documents**.


## Purpose of This Repository

This repository provides easy access to the **Slovak portion** of the extensive **FineWeb2** dataset.

The existing dataset was extended with additional information, especially language identification using FastText, langdetect and lingua using [XTranslator package](https://pypi.org/project/xtranslator/). This language identification aims to filter out the texts that are in languages other than Slovak.

In addition, we also identified adult words within the text, which we added to the column **bad_words**, which can be used to filter out texts with the problematic content.

Additional information:
- **fasttext** - language identified using [FastText](https://pypi.org/project/fasttext-langdetect/)
- **langdetect** - language identified using [langdetect](https://pypi.org/project/langdetect/)
- **lingua** - languages along with the proportion of the text in the particular language, using [lingua-language-detector](https://pypi.org/project/lingua-language-detector/)
- **bad_words** - list of adult words (Slovak and English) identified in each text

## Credit to the Original Work

The dataset is released under the [Open Data Commons Attribution License (ODC-By) v1.0](https://opendatacommons.org/licenses/by/1-0/), with additional usage subject to **CommonCrawl's Terms of Use**.

### Citation

If you use this dataset, please cite it as follows:

```bibtex
@software{penedo2024fineweb-2,
  author = {Penedo, Guilherme and Kydlíček, Hynek and Sabolčec, Vinko and Messmer, Bettina and Foroutan, Negar and Jaggi, Martin and von Werra, Leandro and Wolf, Thomas},
  title = {FineWeb2: A sparkling update with 1000s of languages},
  month = dec,
  year = 2024,
  doi = {10.57967/hf/3744},
  url = {https://huggingface.co/datasets/HuggingFaceFW/fineweb-2}
}