Update README.md

README.md

@@ -55,9 +55,8 @@ library_name: transformers
 
 ## Usage
 
-### Inference Parameters
-
-Inference is better with `temperature=0.8`, `top_p=0.95`, and `do_sample=True`. For more complex queries, set the maximum number of tokens to 32k to allow for longer chain-of-thought (CoT).
+> [!IMPORTANT]  
+> To fully take advantage of the model's capabilities, inference must use `temperature=0.8`, `top_p=0.95`, and `do_sample=True`. For more complex queries, set `max_new_tokens=32768` to allow for longer chain-of-thought (CoT).
 
 ### Input Formats