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Natural Language to SQL GRPO Example #979
Description
Is your feature request related to a problem? Please describe.
Tunix currently lacks an example showing how to use GRPO with an external execution environment (e.g., a SQL database), making it unclear how to define structured rewards beyond text only tasks.
Describe the solution you'd like
I propose adding a small natural language to SQL GRPO example where the model generates SQL, the SQL is executed against a small SQLite database, and the reward reflects execution success and result correctness. If maintainers are open to this addition, I can implement a full example.
Additional context
This would give users a clear reference for integrating Tunix with external tools and for building verifiable RL tasks beyond GSM8K.
Checklist
- I have searched the existing issues for similar feature requests.
- This is not a support question (please use the "bug template" for that).
Activity
[-]A brief description of the feature[/-][+]NL to SQL GRPO Example[/+][-]NL to SQL GRPO Example[/-][+]Natural Language to SQL GRPO Example[/+]lshariprasad commentedon Feb 7, 2026
PR #997 is linked to this issue. Waiting for merge.