[okeuro49]

Do you run the models locally?

No local model for me manages to get function calling right.

[spacecadet]

Are you using LangGraph tool nodes? I run very small, non-RLHF instruction models with maybe a 2% failure rate on response format matching tool definition. I would also guess you do not have your orchestration and pipe configured correctly.