Update README.md

README.md

@@ -56,6 +56,7 @@ with torch.no_grad():
   reward = reward_tensor.cpu().detach().item()
 ```
 
+**Note: loading llama3 model into 8 bit could lead to performance degradation.**
 
 ## Citation
 If you find this model helpful for your research, please cite GRM