Text to sql using fine tuned model

API
1

Hi There, We want to generate queries based on the user input (in natural langauge) using custom fine tuned models, any suggestions would be of great help.

Thanks in Advance
Ravi

2

The fine-tuning docs are pretty good.

There’s a few YouTube videos on the process too.

Do you have any specific questions? What’s your experience level with programming?

3

Thanks for your reply.

I understand that we can build the fine tuned model for text based output, however our ask is to build the model which will return the SQL Code.
Is there a possibility to build custom (fine tuned) model to generate SQL query instead of using Pre Trained models? If so what should be the structure of the dataset, as I understand we have only Prompt and Conclusion.
FYI : I am well versed with programming specifically using Python.

Thanks
Ravi

4

I mean, text is text, so whether it’s outputting SQL or normal text, it should be fine.

Have you done any tests on the playground with a base model?

I would probably put the “textual descriptions of the function” in the prompt and the resulting SQL in the completion.