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--- |
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license: other |
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task_categories: |
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- text-generation |
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language: |
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- en |
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tags: |
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- language-modeling |
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- casual-lm |
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- llm |
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pretty_name: Dolma |
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size_categories: |
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- n>1T |
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extra_gated_prompt: "Access to this dataset is automatically granted upon accepting the [ImpACT license for medium risk artifacts](https://allenai.org/licenses/impact-mr) and completing all fields below." |
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extra_gated_fields: |
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Your full name: text |
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Organization or entity you are affiliated with: text |
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State or country you are located in: text |
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Contact email: text |
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Please describe your intended use of the medium risk artifact(s): text |
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I AGREE to the terms and conditions of the MR Agreement above: checkbox |
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I AGREE to AI2’s use of my information for legal notices and administrative matters: checkbox |
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I CERTIFY that the information I have provided is true and accurate: checkbox |
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--- |
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# Dolma |
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<img alt="Dolma's official logo. It's dolma written in yellow, round lowercase letters over a blue background." src="/logo.png" width="100%"> |
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Dolma is a dataset of 3 trillion tokens from a diverse mix of web content, academic publications, code, books, and encyclopedic materials. It is openly released under AI2’s ImpACT license as a medium risk artifact. |
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More information: |
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- Read Dolma **announcement blogpost** [on Medium](https://soldni.medium.com/dolma-3-trillion-tokens-open-llm-corpus-9a0ff4b8da64); |
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- Learn more about Dolma on its [**Data Sheet**](https://drive.google.com/file/d/12gOf5I5RytsD159nSP7iim_5zN31FCXq/view?usp=drive_link); |
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- Review Dolma's [**ImpACT license** for medium risk artifacts](https://allenai.org/licenses/impact-mr); |
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- Explore the [**open source tools**](https://github.com/allenai/dolma) we created to curate Dolma. |
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## Summary Statistics |
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|**Source**|**Type**|**Gzip files (GB)**|**Documents (millions)**|**[GPT-NeoX](https://huggingface.co/EleutherAI/gpt-neox-20b) Tokens (billions)**| |
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|:---|:---:|:---:|:---:|:----:| |
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|[CommonCrawl](https://commoncrawl.org/)|web|4,197|4,600|2,415| |
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|[C4](https://huggingface.co/datasets/allenai/c4)|web|302|364|175| |
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|[peS2o](https://huggingface.co/datasets/allenai/peS2o)|academic|150|38.8|57| |
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|[The Stack](https://huggingface.co/datasets/bigcode/the-stack)|code|675|236|430| |
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|[Project Gutenberg](https://www.gutenberg.org/)|books|6.6|0.052|4.8| |
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|[Wikipedia](https://dumps.wikimedia.org/)|encyclopedic|5.8|6.1|3.6| |
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|**Total** |**5,334**|**5,245**|**3,084**| |
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