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Home Fintech

Built an LLM that answers finance questions by generating SQL – trained it on Indian market data (open-source)

Built an LLM that answers finance questions by generating SQL – trained it on Indian market data (open-source)
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Just finished fine-tuning a small transformer model on structured financial data from Indian markets — fundamentals + OHLCV for NIFTY stocks and indices.

The model outputs SQL from prompts like: – What was the net_profit of INFY in 2021? – What’s the 30-day moving average of TCS close price?

It’s completely offline — no APIs — and ships with a DuckDB database. You can copy the output SQL directly and run it locally.

Project link:

submitted by /u/Cod_277killsshipment [comments]



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Tags: answersBuiltdataFinancegeneratingIndianLLMMarketOpenSourceQuestionsSQLTrained
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