Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
ArXiv:
License:
File size: 1,169 Bytes
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---
license: odc-by
task_categories:
- text-generation
language:
- en
tags:
- web
- common crawl
size_categories:
- 10B<n<100B
---
# 📚 fineweb-pro
<p align="center">
<img src="prox-teaser.png">
</p>
[ArXiv](http://arxiv.org/abs/2409.17115) | [Models](https://huggingface.co/collections/gair-prox/prox-general-models-65f1674f0607712c4d6eec76) | [Code](https://github.com/GAIR-NLP/ProX)
fineweb-pro is refined from [fineweb](https://huggingface.co/datasets/HuggingFaceFW/fineweb)(350BT sample) using the **ProX** refining framework.
It contains about 100B high quality tokens, ready for general language model pre-training.
## License
fineweb-pro is based on fineweb, which is made available under an ODC-By 1.0 license; users should also abide by the CommonCrawl ToU: https://commoncrawl.org/terms-of-use/. We do not alter the license of any of the underlying data.
### Citation
```
@article{zhou2024programming,
title={Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale},
author={Zhou, Fan and Wang, Zengzhi and Liu, Qian and Li, Junlong and Liu, Pengfei},
journal={arXiv preprint arXiv:2409.17115},
year={2024}
}
``` |