---
license: cc-by-nc-4.0
task_categories:
- text-classification
- token-classification
language:
- hi
- en
size_categories:
- 100M<n<1B
---


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.