diff --git a/src/qonnx/core/modelwrapper.py b/src/qonnx/core/modelwrapper.py
index c7b2c676..fffb7424 100644
--- a/src/qonnx/core/modelwrapper.py
+++ b/src/qonnx/core/modelwrapper.py
@@ -44,6 +44,7 @@
 from qonnx.transformation.general import (
     RemoveStaticGraphInputs,
     RemoveUnusedTensors,
+    GiveUniqueParameterTensors,
     SortCommutativeInputsInitializerLast,
     SortGraph,
 )
@@ -209,6 +210,7 @@ def cleanup(self):
             RemoveStaticGraphInputs(),
             SortGraph(),
             SortCommutativeInputsInitializerLast(),
+            GiveUniqueParameterTensors(),
         ]
         for trn in cleanup_transforms:
             transformed_model = transformed_model.transform(trn, cleanup=False, make_deepcopy=False)