Is there anyone here who has worked on

Generally open source LLMs aren't great with structured data 🤔

Which models have you tried?

Thanks for your response
I have tried too many models.
The issue is sometimes models are generating correct sql query, however , response the main query so weird!

I believe the NLSQL query is not powerful enough! Because gpt3.5 is also can't answer all the questions.
I wanna see if there's any better options such as using agents. The problem is even agents are tailored for OpenAI models🥴

Btw, among the employed LLMs, Zephyr was the best

But not enough good

Yeah you probably need one of the larger models, maybe mixtral could work