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README.md
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# TransWebEdu
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**TransWebEdu** is a machine-translated, multi-way parallel, multilingual dataset at pretrain scale, supporting ten languages: Arabic, Welsh, German, English, Spanish, French, Indonesian, Italian, Russian, and Swahili.
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It is used to pretrain the **TransWebLLM** model from scratch, with a focus on multilingual web-based education content.
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For more information, see the paper:
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[Multilingual Language Model Pretraining using Machine-translated Data](https://arxiv.org/abs/2502.13252)
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## Languages Supported
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- Arabic (`ar`)
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- Welsh (`cy`)
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- English (`en`)
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- Spanish (`es`)
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- French (`fr`)
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- German (`de`)
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- Indonesian (`id`)
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- Italian (`it`)
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- Russian (`ru`)
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- Swahili (`sw`)
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## Dataset Notes
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- The dataset files are chunked due to large file sizes.
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- Each language's data files use a specific prefix to indicate language and script.
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### Language Prefix Mapping
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| Language | Identifier |
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|--------------|-------------|
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| Arabic | `arb_Arab` |
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| English | `eng_Latn` |
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| French | `fra_Latn` |
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| German | `deu_Latn` |
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| Indonesian | `ind_Latn` |
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| Italian | `ita_Latn` |
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| Russian | `rus_Cyrl` |
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| Spanish | `spa_Latn` |
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| Swahili | `swh_Latn` |
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| Welsh | `cym_Latn` |
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## Contact
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For questions or feedback, please contact:
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[[email protected]](mailto:[email protected])
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