### What happened? **Description** Cannot config the model when model name is not a valid OpenAI model. Can not config the model_info on autogen studio. **To Reproduce** 1. Gallery-Models- "add Model" - use "qwq" as the model name - click Test" **Expected behavior** Other Model works in autogen studio **Screenshots** <img width="734" height="928" alt="Image" src="https://github.com/user-attachments/assets/383a2d11-ad84-4941-82bd-1871b4ebd1f9" /> **Additional context** Add any other context about the problem here. ### Which packages was the bug in? AutoGen Studio (autogensudio) ### AutoGen library version. Python dev (main branch) ### Other library version. _No response_ ### Model used _No response_ ### Model provider None ### Other model provider _No response_ ### Python version None ### .NET version None ### Operating system None