Add 'Recommended Inference Parameters' section

README.md

@@ -80,3 +80,10 @@ inference:
 {message}<|im_end|>
 <|im_start|>assistant
 ```
+
+## Recommended Inference Parameters
+
+```yml
+penalty_alpha: 0.5
+top_k: 5
+```