update readme

README.md

@@ -93,11 +93,13 @@ You can test stuff in the `notebooks` directory.
 
 ## Arguments
 
-All arguments the scheduler can parse:
+Use "tgi" as a model for Text Generation Inference by HuggingFace or one of these: https://platform.openai.com/docs/models
+
+### Config Arguments:
 ```py
 instruction: str,
 endpoint_url: str = "https://api.openai.com",
-model: str = "gpt-3.5-turbo", # use "tgi" for Text Generation Inference by HuggingFace or one of these: https://platform.openai.com/docs/models
+model: str = "gpt-3.5-turbo",
 api_key: str = "-",
 use_moderator: bool = False
 max_turns: int = 10
@@ -117,7 +119,7 @@ chain_of_thought: bool = True
 split_agree_and_answer: bool = True
 num_agents: int = 3
 agent_generator: str = "expert"
-num_samples: Optional[int] = None  # if a sample fails, supplementary samples will be taken until num_samles succeeded
+num_samples: Optional[int] = None
 ```
 
 ## Evaluation