What is Pragna-1B?

Pragna-1B is a first-of-its-kind AI tool for India, built by Soket AI Labs with Google Cloud’s help. It’s like a super-translator that understands and creates text in Hindi, English, Bengali, and Gujarati. This freely available (open-source) resource empowers developers to create new technology like chatbots and virtual assistants that can understand people in their languages. It’s a big step towards making technology accessible to everyone in India.

Soket AI Partners Google Cloud To Launch Multilingual AI Model

Indian AI is witnessing a big step forward with the introduction of Pragna-1B. This new initiative is a collaboration between Soket AI Labs, a leading Indian AI research firm, and Google Cloud, the global tech giant. Pragna-1B is a game-changer designed specifically to bridge the language gap in India. As India’s first open-source multilingual AI model, Pragna-1B provides developers with cutting-edge Machine Learning (ML) and Natural Language Processing (NLP) capabilities.

Read In Short:

  • Soket AI Labs partners with Google Cloud to unveil Pragna-1B, India’s first open-source multilingual AI model.
  • Pragna-1B provides developers with advanced Multilingual Language Processing (MLP) capabilities, catering to Hindi, English, Bengali, and Gujarati.
  • The open-source nature of Pragna-1B fosters collaboration and accelerates the development of Vernacular language AI solutions in India.

Similar Reads

What is Pragna-1B?

Pragna-1B is a first-of-its-kind AI tool for India, built by Soket AI Labs with Google Cloud’s help. It’s like a super-translator that understands and creates text in Hindi, English, Bengali, and Gujarati. This freely available (open-source) resource empowers developers to create new technology like chatbots and virtual assistants that can understand people in their languages. It’s a big step towards making technology accessible to everyone in India....

How Does Pragna-1B Work?

Pragna-1B uses the power of transformers, a deep learning architecture that excels at NLP tasks. It’s a decoder-only model, meaning it focuses on generating text based on a given input....

How to use Pragna-1B

While Pragna-1B isn’t a direct app you can download, it acts as a behind-the-scenes engine for developers. Here’s a simplified idea:...

Applications of Pragna-1B

Pragna-1B opens doors to a multitude of applications that can revolutionize how we interact with technology in India. Here are some potential applications:...

Pragna-1B Architecture Overview

1. Transformer-based model (inspired by TinyLlama):...

Pragna-1B Data Training

Training Pragna-1B required a special focus because large datasets for Indian languages are rare. Here’s what they used:...

Benefits of Open-source Multilingual AI Models Like Pragna-1B

Faster Innovation: More minds working together means quicker progress in building AI solutions for Indian languages. Cost-effective Development: No licensing fees! Open-source models make AI development accessible to a wider range of creators. Community Power: Anyone can contribute and improve the model, leading to a stronger overall AI tool. Tailored Solutions: Open access allows developers to customize Pragna-1B for specific needs and languages....

Difference Between Pragna-1B and Other Open-Source Multilingual AI Models

Features Pragna-1B mBERT XLM-Roberta Focus Indian Languages (Hindi, English, Bengali, Gujarati) Multilingual (100+ Languages) Multilingual (100+ Languages) Model Type Decoder-only Transformer Masked Language Model (MLM) Masked Language Model (MLM) Open-Source Yes Yes Yes Strengths Efficient, Culturally-aware of Indian languages Versatile, Handles many languages Versatile, Handles many languages Best suited for NLP tasks in Indian languages General-purpose NLP tasks General-purpose NLP tasks Parameter Size 1.25 Billion 137B or 3 Billion 650M or 1.5 Billion...

Conclusion

In conclusion, Soket AI Labs and Google Cloud’s collaboration on Pragna-1B, India’s first open-source multilingual AI model, marks a significant milestone in bridging the language gap. This Machine Learning (ML) marvel empowers developers with Multilingual Language Processing (MLP) capabilities for Hindi, English, Bengali, and Gujarati. Open-sourcing Pragna-1B fosters innovation and paves the way for more inclusive Vernacular language AI solutions across India....

Open-Source Multilingual Model Pragna-1B – FAQs

Can I directly use Pragna-1B like a regular app?...

Contact Us