Fix: COT initial in debug mode

[Yunhao-Feng]

🛠 Bug Fix: Compatibility Issue with method_config_name in inference.py

🐞 Problem

In the original inference.py, the MAS_METHOD is initialized using the following pattern:

mas = MAS_METHOD(general_config, method_config_name=args.method_config_name)

However, some method implementations, such as CoT, do not accept method_config_name as a constructor argument. This causes a TypeError when attempting to run inference with those methods.