Update README.md

README.md

@@ -4,6 +4,27 @@ library_name: peft
 ---
 ## Training procedure
 
+Finally, it looks like overfitting has been circumvented. 
+
+```python
+Train metrics: 
+    {'eval_loss': 0.11367090046405792, 
+     'eval_accuracy': 0.961073623713503, 
+     'eval_precision': 0.3506606081587021, 
+     'eval_recall': 0.9097597679932995, 
+     'eval_f1': 0.5062071663690367, 
+     'eval_auc': 0.9359920115129883, 
+     'eval_mcc': 0.5513080553639849}
+Test metrics: 
+    {'eval_loss': 0.11328430473804474, 
+     'eval_accuracy': 0.9604888971537066, 
+     'eval_precision': 0.34630886072474065, 
+     'eval_recall': 0.9135862937475725, 
+     'eval_f1': 0.5022370749476722, 
+     'eval_auc': 0.9375606817360377, 
+     'eval_mcc': 0.5489185177475369}
+```
+
 ### Framework versions