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pre_train_odia_data / README.md
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---
extra_gated_prompt: You agree to use this dataset solely for non-commercial and research purposes.
extra_gated_fields:
Country: country
Specific date: date_picker
I want to use this dataset for:
type: select
options:
- Research
- Education
- label: Other
value: other
I agree to use this dataset for non-commercial use ONLY: checkbox
configs:
- config_name: wiki
data_files:
- split: train
path: wiki_odia_253Ks_4p11Mw.json
- config_name: oscar
data_files:
- split: train
path: oscar_odia_1p16Ms_25Mw.json
- config_name: paraphrasing
data_files:
- split: train
path: paraphrasing_odia_105Ks_2p3Mw.json
- config_name: indicQA
data_files:
- split: train
path: indicQA_odia_12Ks_184Kw.json
- config_name: sentiment_analysis
data_files:
- split: train
path: sentiment_analysis_odia_1Ks_34Kw.json
- config_name: odiaencorp
data_files:
- split: train
path: odiaencorp_85Ks_1p1Mw.json
- config_name: xp3
data_files:
- split: train
path: xp3_261Ks_4p9Mw.json
- config_name: samanantar
data_files:
- split: train
path: samanantar_odia_990Ks_10Mw.json
- config_name: cultureax
data_files:
- split: train
path: cultureax_odia_2p9Ks_49Mw.json
- config_name: pmo
data_files:
- split: train
path: pmo_data.json
- config_name: varta
data_files:
- split: validation
path: val_or_shard_01.json
- split: train
path: train_or_shard_01.json
size_categories:
- 1M<n<10M
---
The present dataset is compiled by using the following datasets:
# CultureaX
- Licesnse - ODC-By, CC0, [Paper](https://arxiv.org/pdf/2309.09400.pdf)
- 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](https://arxiv.org/pdf/2201.06642.pdf)
- 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](https://arxiv.org/abs/2203.05437)
- 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](https://www.pmindia.gov.in/ory/)
- 2.2M tokens, 0.131M sentences
- Speech, Statements, Activities of PM of India.
# Samanantar
- License - cc-by-nc-4.0, [Paper](https://arxiv.org/abs/2104.05596)
- 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.