CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper
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2309.09400
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Published
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85
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The present dataset is compiled by using the following datasets:
CultureaX
- Licesnse - ODC-By, CC0, Paper
- Source - https://huggingface.co/datasets/uonlp/CulturaX/viewer/or?
- 49M tokens, 2.9M sentences
- Collection of different versions of Ocsar (Commom Crawl data) and mC4 dataset (Common Crawl's web crawl corpus). mC4 forms 66% of CulturaX dataset.
IndicQA
- License - cc-by-4.0
- Source - https://huggingface.co/datasets/ai4bharat/IndicQA/viewer/indicqa.or
- 0.23M tokens, 15K sentences
- In-context question-answering in Indic languages.
Odiaencorp
- License - CC BY-NC-SA 4.0
- Source - https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3211
- 1.1M tokens, 85K sentences
- Odia wiki, PM India, Odia Digital library, Odisha Govt. websites, Bilingual literature books.
Oscar
- License - cc0-1.0, Paper
- Source - https://huggingface.co/datasets/oscar-corpus/OSCAR-2201
- 25.7M tokens, 1.2M sentences
- Common crawl data.
Paraphrasing
- License - cc-by-nc-4.0, Paper
- Source - https://huggingface.co/datasets/ai4bharat/IndicParaphrase/viewer/or
- 2.3M tokens, 0.105M sentences
- Rephrasing a given sentence/paragraph.
PMO
- License - cc-by-nc-4.0
- Source - PMO website
- 2.2M tokens, 0.131M sentences
- Speech, Statements, Activities of PM of India.
Samanantar
- License - cc-by-nc-4.0, Paper
- Source - https://huggingface.co/datasets/ai4bharat/samanantar/viewer/or
- 10.25M Tokens, 0.909M Sentences
- Collection of short sentences.
Sentiment Analysis
- License - Unspecified
- Source - https://huggingface.co/datasets/ai4bharat/IndicSentiment/viewer/translation-or
- 34K Tokens, 1000 Sentences
- Generic sentences and their sentiment analysis.
Varta
- License - cc
- Source - https://huggingface.co/datasets/rahular/varta
- 193.5M tokens, 14.19M sentences.
- News articles.
Wiki
- License - cc-by-sa-3.0, gfdl
- Source - https://huggingface.co/datasets/wikimedia/wikipedia/viewer/20231101.or
- 4.1M tokens, 0.253M sentences
- Wikipedia Articles.
XP3
- License - apache-2.0
- Source - https://huggingface.co/datasets/bigscience/xP3all
- 4.9M tokens, 0.26M sentences
- Generic statements machine-translated into Odia.
- Downloads last month
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Papers for OdiaGenAIdata/pre_train_odia_data
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages
Paper
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2203.05437
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Published
Towards a Cleaner Document-Oriented Multilingual Crawled Corpus
Paper
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2201.06642
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Published
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Paper
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2104.05596
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Published