Update README.md

clarification about evaluation pipeline.

README.md

@@ -91,7 +91,10 @@ print(response)
 <br>
 
 ## Benchmarks
-We report in the following table our internal pipeline benchmarks:
+We report in the following table our internal pipeline benchmarks.
+ - We use [lm-evaluation harness](https://github.com/EleutherAI/lm-evaluation-harness).
+ - We report **raw scores** obtained by applying chat template **without fewshot_as_multiturn** (unlike Llama3.1).
+ - We use same batch-size across all models.
 
 <table border="1" style="width: 100%; text-align: center; border-collapse: collapse;">
     <colgroup>
@@ -228,6 +231,7 @@ We report in the following table our internal pipeline benchmarks:
     </tbody>
 </table>
 
+
 ## Technical Report
 Coming soon....