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Data Overview and Statistics

This README provides a summary of various datasets available along with their licenses, sources, and statistical information. This document serves as a concise guide providing essential information about each dataset, including its license, source, and statistical breakdown.

1-Wikipedia Dataset

License - cc-by-sa-3.0

Source - https://huggingface.co/datasets/wikimedia/wikipedia/viewer/20231101.hi

43,670,526 tokens, 1,850,408 sentences

2-Cfilt/HINER Dataset

License - cc-by-sa-4.0

Source - https://huggingface.co/datasets/cfilt/HiNER-original

122,314 tokens, 12,536 sentences

3-Anudesh

License -

Source - https://huggingface.co/datasets/ai4bharat/indic-instruct-data-v0.1/viewer/anudesh/hi

2,709,663 tokens, 114,332 sentences

4-MBZUAI/Bactrian-X

License - cc-by-nc-4.0

Source - https://huggingface.co/datasets/MBZUAI/Bactrian-X/viewer/hi

7,982,525 tokens, 577,894 sentences

5-ai4bharat/IndicParaphrase

License - cc-by-nc-4.0

Source - https://huggingface.co/datasets/ai4bharat/IndicParaphrase

55,670,651 tokens, 5,864,552 sentences

6-Facebook/belebele

License - cc-by-sa-4.0

Source - https://huggingface.co/datasets/facebook/belebele/viewer/default/hin_Deva

113,150 license, 8,058 sentences

7-LYRICS kaggle downloaded

License - Free

Source - Kaggle

57160 tokens, 13138 sentences

8-Oscar

License - cc0-1.0

Source - https://huggingface.co/datasets/oscar/viewer/unshuffled_original_hi

745,990,971 tokens, 27,117,459 sentences

9-ai4bharat/indic-instruct-data-v0.1

License -

Source - https://huggingface.co/datasets/oscar/viewer/unshuffled_original_hi

10,416,204 tokens, 377,159 sentences

10-ai4bharat/indic-instruct-data-v0.1

License -

Source - https://huggingface.co/datasets/ai4bharat/indic-instruct-data-v0.1/viewer/nmt-seed

954,902 tokens, 99,793 sentences

11-bbc_hindi_nli

License - mit

Source - https://huggingface.co/datasets/bbc_hindi_nli

203236 tokens, 46656 sentences

12-CohereForAI/aya_dataset

License - apache-2.0

Source - https://huggingface.co/datasets/CohereForAI/aya_dataset

22764984 tokens, 2017664 sentences

13-Open_subtitles

License - unknown

Source - https://huggingface.co/datasets/open_subtitles/viewer/en-hi

581220 tokens, 111103 sentences

14-Findnitai/english-to-hinglish

License - apache-2.0

Source - https://huggingface.co/datasets/findnitai/english-to-hinglish

1777261 tokens, 226267 sentences

15-cfilt/iitb-english-hindi

License - CC BY-NC 4.0

Source - https://huggingface.co/datasets/cfilt/iitb-english-hindi

23318124 tokens, 1939722 sentences

16-universal_dependencies

License - unknown

Source - https://huggingface.co/datasets/universal_dependencies/viewer/hi_pud

275934 tokens, 13304 sentences

17-universal_dependencies

License - unknown

Source - https://huggingface.co/datasets/universal_dependencies/viewer/hi_hdtb

21434 tokens, 1000 sentences

18-wikiann

License - unknown

Source - https://huggingface.co/datasets/wikiann/viewer/hi

226387 tokens, 5484 sentences

19-bigscience/xP3all

License - apache-2.0

Source - https://huggingface.co/datasets/bigscience/xP3all/viewer/hi

395323154 tokens, 21856987 sentences

20- Dialecthindi_Dataset

Source - https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-4839

459384 tokens, 63091 sentences

In totality, these datasets present an extensive corpus for Hindi language processing endeavors, amounting to a staggering 1,312,639,184 tokens distributed across 62,316,607 sentences. This vast collection encapsulates a wide spectrum of linguistic nuances, enabling comprehensive exploration and analysis for various natural language processing tasks.

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