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Reproducing GPT-2 for Indic Languages
This Dataset is part of my project on "Reproducing GPT-2 for Indic Languages". Check out the main repository: https://github.com/Shaligram-Dewangan/GPT-2-for-Indic-Languages
Dataset Description
This is a tokenized text data for pre-training small sized language models and learning purposes.
This dataset contains approximately 20 billion English + Hindi language tokens. It is tokenized using a custom BPE Tokeinzer. The English dataset is from Fineweb-Edu sample-10BT and Hindi dataset is from Fineweb-2 hin_Deva dataset.
Dataset Card
| Attribute | Details |
|---|---|
| Total size | ~20.6 Billion tokens |
| Size on disk | ~40 GB |
| Languages | English and Hindi |
| English tokens | ~10.6 Billion |
| Hindi tokens | ~10 Billion |
| Mixing type | Random mixing |
| Tokenizer | BPE tokenizer |
| Data Source | Fineweb-v1 and Fineweb-v2 |
References
Penedo et al. The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale, 2024. Blog · Fineweb-Edu Repo
Kydlicek et al. FineTasks: Finding signal in a haystack of 200+ multilingual tasks, 2024. Blog · Fineweb-2 Repo
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