StudentOne/Nifty50GPT-Final

StudentOne/Nifty50GPT-Final is a 1.1 billion parameter TinyLLaMA-based transformer model developed by Shubham Sood at Student One, specifically fine-tuned for generating SQL queries on structured Indian stock market data. It includes a bundled DuckDB database with over 10 years of historical data for NIFTY stocks and various indices, enabling offline financial analysis without external APIs or cloud dependencies. This model excels at translating natural language financial queries into executable SQL, supporting fundamental metric lookups, year-over-year growth, CAGR, OHLCV data, rolling metrics, and NIFTY-wide aggregates.