Update README.md

README.md

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 ```
 
+## Best Practices for Model Configuration
+To achieve optimal performance, we recommend the following settings:
+
+1. **Sampling Parameters**:
+   - We suggest using `Temperature=0.7`, `TopP=0.8`, `TopK=20`, and `MinP=0`.
+     ⚠️ For benchmarking scenarios requiring sampling (e.g., AIME), these parameters must be explicitly configured.
+
+2. **Adequate Output Length**: Set output length to 16,384 tokens for general use cases to accommodate complex reasoning tasks in instruct models.
+
+3. **Standardize Output Format**: We recommend using prompts to standardize model outputs when benchmarking.
+   - **Math Problems**: Include "Please reason step by step, and put your final answer within \boxed{}." in the prompt.
+   - **Multiple-Choice Questions**: Add the following JSON structure to the prompt to standardize responses: "Please show your choice in the `answer` field with only the choice letter, e.g., `"answer": "C"`."
+
+
+
+
 ## Citation
 ```bibtex
 @article{GroveMoE,