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README.md
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data_files:
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- split: train
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path: data/train-*
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---
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data_files:
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- split: train
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path: data/train-*
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license: odc-by
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language:
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- en
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---
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# Gemstone Validation Data
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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.
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## Licence
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Following the Dolma licence this dataset is released under [ODC-BY](https://opendatacommons.org/licenses/by/1-0/).
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By using this dataset, you are also bound any license agreements and terms of use of the original data sources.
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## Contact
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Please, feel free to contact us with any questions, or open a discussion thread.
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# Citation
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```
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@article{mcleish2024gemstones
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title={Gemstones: A Model Suite for Multi-Faceted Scaling Laws},
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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},
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journal={arXiv preprint arXiv:2502.06857},
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year={2025},
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url={https://arxiv.org/abs/2502.06857},
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}
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```
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