README.md

---
task_categories:
- text-generation
language:
- ru
- zh
- de
- ja
- es
- fr
- it
- pt
- pl
- nl
- id
- tr
- cs
- vi
- sv
- fa
- ar
- el
- da
- hu
license: odc-by
tags:
- multilingual
- quality
---
# epfml/FineWeb2-HQ

A curated subset of the [epfml/FineWeb2-HQ](https://huggingface.co/datasets/epfml/FineWeb2-HQ) dataset featuring high-quality multilingual text.

## Details

- First 25 000 rows per config (language and script pair)
- Duplicates removed
- Texts truncated to 512 LLaMA 3.1 tokens
- Scores transformed with log10
- Rows shuffled and 20% of the rows split into the test set (stratified by config)

## Example

```json
{
  "text": "爵士大师Tim Garland 深圳专场 - [jazz]\nTim Garland Lighthouse Trio\n来自英国的著名爵士萨克斯风演奏家，作曲家，乐团领队。同时他的低音黑管演奏和大量的作曲作品在世界范围内享有盛名。他是一个全面而勇于创新的音乐家，他模糊和爵士乐和古典音乐的边界，使得音乐有了无数的可能性。\n作为乐手，他长期与爵士音乐大师Chick Corea合作并获得过格莱美奖。是当今世界上最炙手可热的爵士音乐家之一。\nhttp://www.douban.com/event/11121480/",
  "config": "cmn_Hani",
  "log10_score": -0.8701287166956497
}
```

## License

Open Data Commons License Attribution