Datasets:
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---
dataset_info:
features:
- name: text
dtype: string
splits:
- name: train
num_bytes: 436977682
num_examples: 49152
download_size: 267247732
dataset_size: 436977682
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: odc-by
language:
- en
---
# Gemstone Validation Data
A 100M token split of [dolma](https://huggingface.co/datasets/allenai/dolma) used as validation data for the [Gemstone Suite of Models](https://huggingface.co/collections/tomg-group-umd/gemstone-models-679408ee3f19f1d4d00e8b10). A set of models trained with varying widths and depths.
## Licence
Following the Dolma licence this dataset is released under [ODC-BY](https://opendatacommons.org/licenses/by/1-0/).
By using this dataset, you are also bound any license agreements and terms of use of the original data sources.
## Contact
Please, feel free to contact us with any questions, or open a discussion thread.
# Citation
```
@article{mcleish2024gemstones
title={Gemstones: A Model Suite for Multi-Faceted Scaling Laws},
author={Sean McLeish and John Kirchenbauer and David Yu Miller and Siddharth Singh and Abhinav Bhatele and Micah Goldblum and Ashwinee Panda and Tom Goldstein},
journal={arXiv preprint arXiv:2502.06857},
year={2025},
url={https://arxiv.org/abs/2502.06857},
}
``` |