diff --git a/optimum/quanto/models/transformers_models.py b/optimum/quanto/models/transformers_models.py
index 39a6dc55..68bc69ef 100644
--- a/optimum/quanto/models/transformers_models.py
+++ b/optimum/quanto/models/transformers_models.py
@@ -58,6 +58,9 @@ def forward(self, *args, **kwargs):
     def __call__(self, *args, **kwargs):
         return self._wrapped.forward(*args, **kwargs)
 
+    def __repr__(self):
+        return self._wrapped.__repr__()
+
     @staticmethod
     def _qmap_name():
         return f"{QuantizedTransformersModel.BASE_NAME}_qmap.json"