We are excited to announce that on March 27, 2025, we will be releasing a fine-tuned 3 billion parameter LLM, trained specifically on Indian financial data from NIFTY-50. This model will be completely open-source and available on Hugging Face for both research and commercial use. Our way of giving back to the Nation that made us capable.

>Why Are We Doing This?

This initiative is designed for the AI and finance community—to encourage researchers, developers, and fintech innovators to explore AI-driven financial intelligence and push India’s capabilities forward. We want to enable innovation, not just participate in it.

We are working with very limited GPU credits and infrastructure, leveraging services like:

• Vast AI

• Google Cloud

• Oracle Cloud

• AWS

Despite these constraints, we strive to maximize efficiency and provide a powerful foundation for India’s AI-driven financial future.

>How This Fits Into Our Larger Vision

While we are open-sourcing this model to spark research and collaboration, this is only a small part of what we are building. Our core technology—the real breakthrough—goes far beyond this.

This open-source LLM is a stepping stone, an initiative to bring the community together, but the proprietary AI systems we are developing operate at a completely different level. Our main project is focused on pushing the boundaries of AI-driven market intelligence in ways that have never been done before.

>How Can You Get Involved?

✅ Use the model → Apply it in research, fintech, or AI-driven market intelligence.

✅ Fine-tune & contribute → Help improve financial AI for India.

✅ Support the mission → We need GPUs, compute, and talent to take this to the next level.

Final Release Date: April 14, 2025

🔗 Model is available on Hugging Face

Let’s build the future of AI-powered finance in India—together.