BharatGPT-3B-Indic
| Property | Value |
|---|---|
| Developer | CoRover.ai |
| Model Type | Finetuned Language Model |
| Languages Supported | 11 Indic Languages |
| License | Non-Commercial (Research Only) |
| Hardware | NVIDIA A100 GPUs |
What is BharatGPT-3B-Indic?
BharatGPT-3B-Indic is a specialized multilingual language model designed specifically for Indian languages. It's a 3B parameter model fine-tuned to handle 11 different Indic languages: Hindi, Punjabi, Marathi, Malayalam, Oriya, Kannada, Gujarati, Bengali, Urdu, Tamil, and Telugu. The model represents a significant step forward in Indian language processing technology.
Implementation Details
The model is implemented using state-of-the-art transformer architecture and has been trained on NVIDIA A100 GPUs for optimal performance. It supports text generation, translation, summarization, and conversational tasks across multiple Indian languages. The model can be easily integrated using the Transformers library and supports both CPU and GPU inference with bfloat16 precision.
- Optimized for S-RAG (Secure Retrieval-Augmented Generation)
- Supports multi-modal and multi-lingual AI agent creation
- Integrates with conversational Gen AI platform
- Uses classic NLP and grounded generative AI approaches
Core Capabilities
- Multilingual text generation across 11 Indic languages
- Translation and summarization capabilities
- Conversational AI support
- Custom fine-tuning support
- Integration with larger AI systems
Frequently Asked Questions
Q: What makes this model unique?
The model's primary strength lies in its comprehensive coverage of Indian languages and its optimization for authentic Indian conversational data. It's specifically designed for Indian language processing tasks and can handle multiple languages simultaneously.
Q: What are the recommended use cases?
The model is best suited for research applications, S-RAG implementations, and custom fine-tuning projects. While it can be used for chatbot development, it's recommended to integrate it with the Conversational Gen AI platform for optimal performance in production environments.
