diff --git a/keras/src/saving/file_editor.py b/keras/src/saving/file_editor.py
index cdaa1601757..68e21128cc7 100644
--- a/keras/src/saving/file_editor.py
+++ b/keras/src/saving/file_editor.py
@@ -36,6 +36,10 @@ def is_ipython_notebook():
 class KerasFileEditor:
     """Utility to inspect, edit, and resave Keras weights files.
 
+    You will find this class useful when adapting
+    an old saved weights file after having made
+    architecture changes to a model.
+
     Args:
         filepath: The path to a local file to inspect and edit.
 
@@ -43,12 +47,16 @@ class KerasFileEditor:
 
     ```python
     editor = KerasFileEditor("my_model.weights.h5")
+
     # Displays current contents
     editor.summary()
+
     # Remove the weights of an existing layer
     editor.delete_object("layers/dense_2")
+
     # Add the weights of a new layer
     editor.add_object("layers/einsum_dense", weights={"0": ..., "1": ...})
+
     # Save the weights of the edited model
     editor.resave_weights("edited_model.weights.h5")
     ```
@@ -90,6 +98,7 @@ def __init__(
         weights_dict, object_metadata = self._extract_weights_from_store(
             weights_store.h5_file
         )
+        weights_store.close()
         self.weights_dict = weights_dict
         self.object_metadata = object_metadata  # {path: object_name}
         self.console.print(self._generate_filepath_info(rich_style=True))
@@ -170,7 +179,7 @@ def _compare(
                             f"[color(160)]...Weight shape mismatch "
                             f"for [bold]{inner_path}[/][/]\n"
                             f"    In {ref_name}: "
-                            f"shape={tuple(ref_val[0])}\n"
+                            f"shape={ref_val.shape}\n"
                             f"    In {target_name}: "
                             f"shape={target[ref_key].shape}"
                         )