Update README.md

README.md

@@ -19,6 +19,7 @@ The Skywork preference dataset demonstrates that a small high-quality dataset ca
 ## Evaluation
 We evaluate Gemma-2B-rewardmodel-ft on the [reward model benchmark](https://huggingface.co/spaces/allenai/reward-bench), where it achieves a score of 80.5.
 
+**When evaluated using reward bench, please add '--not_quantized' to avoid performance drop.**
 
 |       Model               | Average       |  Chat     |     Chat Hard      |     Safety      |     Reasoning     |   
 |:-------------------------:|:-------------:|:---------:|:---------:|:--------:|:-----------:|