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  Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  Edit this `README.md` markdown file to author your organization card.
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+ ## About
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+ NextGen Technologies Research Foundation (in short, NGTRF) is an initiative to research Natural Language Processing, Machine Translation for Indian languages and also research Quantum Computing and Deep Learning.
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+ Objective
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+ The NGTRF aims to
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+ Build NLP/MT models in Indian Languages,
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+ Fine-tuned existing models for Indian Languages, and
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+ Train Enthusiasts in these areas.
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+ The data, code, and models will be available to the public for research and non-commercial purposes.
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+ ## Why NGTRF
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+ First: Though many LLMs support multilingual, including Odia language, the performance for various tasks (e.g., content generation, question-answering) is limited due to the amount of ingested data for Odia.
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+ Second: There are subscriptions or fees associated with the high-performing LLMs.
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+ Third: The usage (privacy) and bias of data input to these LLMs are in question.
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+ ## What are the focus research areas of NGTRF
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+ We have divided the primary focus areas into three parts.
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+ 1. Literature Survey: Investigate the latest developments in NLP/MT/QC domains and analyze current methods to support different tasks.
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+ 2. Development: Developing pre-trained and fine-tuned models, which includes dataset preparation, model training, evaluation, prompt engineering, and API development.
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+ 3. Deployment: Deploy the models for public access for research and non-commercial purposes.
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+ ## Who can use NGTRF Models
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+ The models (pre-trained/fine-tuned) will be available through Hugging Face for research and non-commercial purposes. Feel free to contact us for a domain-specific application or particular use cases.
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+ ## What are the use cases of these models
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+ There are several use cases of these models. Three primary domains relating to Rajasthan which we are focusing to use the developed models are:
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+ Education
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+ Healthcare
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+ Governance
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+ Tourism
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+ Agriculture
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+ Industrial Application
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+ Contributors
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+ Nisheeth Joshi
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+ Iti Mathur
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+ Pragya Katyayan
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+ Palak Khurana
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+ Riya Lonchenpa
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+ Anju Krishnia
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+ Vaishali Vaswani
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+ Martina David
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+ ## License
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+ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.