| | --- |
| | license: odc-by |
| | language: |
| | - en |
| | tags: |
| | - web |
| | - common crawl |
| | size_categories: |
| | - 10B<n<100B |
| | --- |
| | |
| | # 📚 c4-pro |
| |
|
| | <p align="center"> |
| | <img src="prox-teaser.png"> |
| | </p> |
| |
|
| | [ArXiv](https://arxiv.org/abs/2409.17115) | [Models](https://huggingface.co/collections/gair-prox/prox-general-models-65f1674f0607712c4d6eec76) | [Code](https://github.com/GAIR-NLP/ProX) |
| |
|
| | c4 is refined from [c4](https://huggingface.co/datasets/allenai/c4) using the **ProX** refining framework. |
| | It contains about 40B high quality tokens, ready for general language model pre-training. |
| |
|
| |
|
| | ## License |
| | c4 is based on c4, 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} |
| | } |
| | ``` |
