NammaKannadaGPT

Foundational Large Language models for native languages

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ನಮ್ಮ ಕನ್ನಡ ಜಿಪಿಟಿ

ಎನ್ಕೆಫಲೋಸ್ ಟೆಕ್ನಾಲಜೀಸ್‌ನಲ್ಲಿ ನಾವು ನಮ್ಮ ಕನ್ನಡ ಜಿಪಿಟಿಯನ್ನು ಅಭಿವೃದ್ಧಿಪಡಿಸಿದ್ದೇವೆ, ಇದು ಕನ್ನಡಕ್ಕಾಗಿ ಮೊದಲಿನಿಂದ ನಿರ್ಮಿಸಲಾದ ಫೌಂಡೇಶನ್ ಲಾರ್ಜ್ ಲ್ಯಾಂಗ್ವೇಜ್ ಮಾಡೆಲ್ (ಎಲ್ಎಲ್ಎಂ) ಆಗಿದೆ. ಅಸ್ತಿತ್ವದಲ್ಲಿರುವ ವಾಸ್ತುಶಿಲ್ಪಗಳನ್ನು ಆಧರಿಸಿದ ಫೈನ್-ಟ್ಯೂನ್ ಮಾಡಲಾದ ಮಾದರಿಗಳಿಗಿಂತ ಭಿನ್ನವಾಗಿ, ನಮ್ಮ ಕನ್ನಡ ಜಿಪಿಟಿಯನ್ನು ಕನ್ನಡ ಪಠ್ಯದ ಮೇಲೆ ಪ್ರತ್ಯೇಕವಾಗಿ ತರಬೇತಿ ನೀಡಲಾಗಿದೆ.

At Enkefalos Technologies, we have developed our KannadaGPT, a foundational Large Language Model (LLM) built from scratch for Kannada. Unlike fine-tuned models based on existing architectures, our KannadaGPT is trained exclusively on Kannada text.

This model marks a significant step towards enabling AI that understands and communicates in Kannada. While not yet highly accurate, our Kannada GPT lays the foundation for future advances in Kannada AI.

As part of our commitment to Kannada AI and the open-source community, we are open-sourcing this model to foster collaboration and continuous improvement. The model is available in Hugging Face, as well as an interactive ChatGPT-like interface for users and developers. We invite AI researchers, organizations, and community contributors to explore, refine, and help us improve the model to ensure Kannada AI continues to evolve and thrive

NammaKannadaGPT Technical Information

Our Kannada GPT is a GPT transformer with 162.42 million trainable parameters. It was trained on 330.5 million tokens using a Kannada tokenizer with a context length of 256. The training process consisted of 290,508 steps in 76 hours, using high-performance hardware (24-core GPU, 220 GB RAM, 64 GB disk).

Areas of use of our Kannada GPT

See how our Kannada GPT can help you boost your performance.

Research and content creation

  • Creation of articles, essays and blog posts
  • Summarizing research papers and documents
  • Creation of creative Kannada poetry and stories

 Education and learning

  • Kannada grammar and writing help
  • Kannada translation of textbooks and study materials
  • Kannada language learning and vocabulary help

Business and productivity

  • Professional email and document creation
  • Preparation of reports, business plans and proposals
  • Preparing Kannada answers for customer support

Media and Entertainment

  • Kannada script writing for films, plays and dramas
  • Subtitles and audio recording script preparation
  • Social media content creation in Kannada

 AI chatbots and virtual assistants

  • Implementation of Kannada chatbots for businesses
  • Improving communication with customers in Kannada
  • Providing FAQ and automated answers in Kannada

 Legal and government services

  • Preliminary Drafting of Kannada Legal Documents
  • Kannada translation of policies and regulations and management of government publications
  • Legal advice and fulfillment of applications in Kannada

NammaKannadaGPT

Foundational Large Language models for native languages

Visit our Website