| language: | |
| - en | |
| license: cc0-1.0 | |
| task_categories: | |
| - text-generation | |
| tags: | |
| - language-modeling | |
| - scaling-laws | |
| ## Dataset Description | |
| - **Repository:** https://github.com/huggingface/datablations | |
| - **Paper:** [Scaling Data-Constrained Language Models](https://arxiv.org/abs/2305.16264) | |
| - **Point of Contact:** [Niklas Muennighoff](mailto:n.muennighoff@gmail.com) | |
| ### Dataset Summary | |
| Various subsets of [C4](https://huggingface.co/datasets/allenai/c4) with different numbers of tokens measured with the GPT2Tokenizer. | |
| This data is used in the paper [Scaling Data-Constrained Language Models](https://arxiv.org/abs/2305.16264). | |
| Please refer to [our GitHub repository](https://github.com/huggingface/datablations) for more details. | |
| ```bibtex | |
| @article{muennighoff2023scaling, | |
| title={Scaling Data-Constrained Language Models}, | |
| author={Muennighoff, Niklas and Rush, Alexander M and Barak, Boaz and Scao, Teven Le and Piktus, Aleksandra and Tazi, Nouamane and Pyysalo, Sampo and Wolf, Thomas and Raffel, Colin}, | |
| journal={arXiv preprint arXiv:2305.16264}, | |
| year={2023} | |
| } | |
| ``` |