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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