diff --git a/examples/adult_script.py b/examples/adult_script.py
index cdcb77501956c16cb94069d299c9df1b5342a782..46f72d577bfd0d7377e32ae2a451a40d6bb772f2 100644
--- a/examples/adult_script.py
+++ b/examples/adult_script.py
@@ -95,3 +95,13 @@ if __name__ == "__main__":
         batch_size=64,
         val_split=0.2,
     )
+    # # to save/load the model
+    # torch.save(model, "model_weights/model.t")
+    # model = torch.load("model_weights/model.t")
+
+    # # or via state dictionaries
+    # torch.save(model.state_dict(), "model_weights/model_dict.t")
+    # model = WideDeep(wide=wide, deepdense=deepdense)
+    # model.load_state_dict(torch.load("model_weights/model_dict.t"))
+    # # <All keys matched successfully>
+    import pdb; pdb.set_trace()  # breakpoint dde47114 //