Update README.md

README.md

@@ -58,7 +58,7 @@ To easily reproduce our prompting results, we have uploaded the filled-in zero/f
 Note: those filled-in instructions are specifically tailored for models before alignment and do NOT fit for the specific data format required for chat models.
 
 ### Evaluating Any Huggingface LMs on Domain-Specific Tasks (💡New!)
-You can use the following scripts to reproduce our results and evaluate any other Huggingface models on the testing splits:
+You can use the following script to reproduce our results and evaluate any other Huggingface models on domain-specific tasks. Note that the script is NOT applicable to models that require specific prompt templates (e.g., Llama2-chat, Llama3-Instruct).
 
 1). **Set Up Dependencies**
    ```bash