| --- |
| license: cc0-1.0 |
| --- |
| |
| ## OpenWebText |
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| This is the arrow format of [OpenWebText dataset](https://skylion007.github.io/OpenWebTextCorpus/) so that it can easily be used with HuggingFace APIs without any need for pre-processing. |
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| ## Usage |
| This is the dataset that can be used with Andrej Karpathy's [NanoGPT](https://github.com/karpathy/nanoGPT) as well as @sytelus [NanuGPU](https://github.com/sytelus/nanuGPT) to reproduce GPT-2 series of model. |
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| For more info on reproducing GPT-2 with NanuGPT code, [see here](https://github.com/sytelus/nanuGPT/blob/main/docs/openwebtext.md). |
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| Simple dataset loading: |
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| ```python |
| from datasets import load_dataset |
| dataset = load_dataset("sytelus/openwebtext") |
| ``` |
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| ## Statistics |
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| ```text |
| Number of documents: 8013769 |
| tokens: 9040017095 (using tiktoken GPT2 tokenizer, vocab size 50257) |
| Size on disk: 39,770,909,229 bytes |
| ``` |
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