Constructed an LLM that solutions finance questions by producing SQL – educated it on Indian market information (open-source)

Simply completed fine-tuning a small transformer mannequin on structured monetary information from Indian markets — fundamentals + OHLCV for NIFTY shares and indices.

The mannequin outputs SQL from prompts like: – What was the net_profit of INFY in 2021? – What’s the 30-day transferring common of TCS shut worth?

It’s utterly offline — no APIs — and ships with a DuckDB database. You’ll be able to copy the output SQL instantly and run it regionally.

Challenge hyperlink: https://huggingface.co/StudentOne/Nifty50GPT-Closing