diff --git a/src/smolagents/local_python_executor.py b/src/smolagents/local_python_executor.py
index 6f3e1eb..7288640 100644
--- a/src/smolagents/local_python_executor.py
+++ b/src/smolagents/local_python_executor.py
@@ -18,6 +18,7 @@ import ast
 import builtins
 import difflib
 import inspect
+import logging
 import math
 import re
 from collections.abc import Mapping
@@ -31,6 +32,9 @@ import pandas as pd
 from .utils import BASE_BUILTIN_MODULES, truncate_content
 
 
+logger = logging.getLogger(__name__)
+
+
 class InterpreterError(ValueError):
     """
     An error raised when the interpreter cannot evaluate a Python expression, due to syntax error or unsupported
@@ -960,10 +964,17 @@ def get_safe_module(raw_module, dangerous_patterns, authorized_imports, visited=
             pattern in raw_module.__name__.split(".") + [attr_name] and pattern not in authorized_imports
             for pattern in dangerous_patterns
         ):
+            logger.info(f"Skipping dangerous attribute {raw_module.__name__}.{attr_name}")
             continue
 
-        attr_value = getattr(raw_module, attr_name)
-
+        try:
+            attr_value = getattr(raw_module, attr_name)
+        except ImportError as e:
+            # lazy / dynamic loading module -> INFO log and skip
+            logger.info(
+                f"Skipping import error while copying {raw_module.__name__}.{attr_name}: {type(e).__name__} - {e}"
+            )
+            continue
         # Recursively process nested modules, passing visited set
         if isinstance(attr_value, ModuleType):
             attr_value = get_safe_module(attr_value, dangerous_patterns, authorized_imports, visited=visited)
diff --git a/tests/test_python_interpreter.py b/tests/test_python_interpreter.py
index a44fbea..ad8b99d 100644
--- a/tests/test_python_interpreter.py
+++ b/tests/test_python_interpreter.py
@@ -13,6 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+import types
 import unittest
 from textwrap import dedent
 
@@ -24,6 +25,7 @@ from smolagents.local_python_executor import (
     InterpreterError,
     evaluate_python_code,
     fix_final_answer_code,
+    get_safe_module,
 )
 
 
@@ -1069,3 +1071,23 @@ def test_evaluate_augassign_custom(operator, expected_result):
     state = {}
     result, _ = evaluate_python_code(code, {}, state=state)
     assert result == expected_result
+
+
+def test_get_safe_module_handle_lazy_imports():
+    class FakeModule(types.ModuleType):
+        def __init__(self, name):
+            super().__init__(name)
+            self.non_lazy_attribute = "ok"
+
+        def __getattr__(self, name):
+            if name == "lazy_attribute":
+                raise ImportError("lazy import failure")
+            return super().__getattr__(name)
+
+        def __dir__(self):
+            return super().__dir__() + ["lazy_attribute"]
+
+    fake_module = FakeModule("fake_module")
+    safe_module = get_safe_module(fake_module, dangerous_patterns=[], authorized_imports=set())
+    assert not hasattr(safe_module, "lazy_attribute")
+    assert getattr(safe_module, "non_lazy_attribute") == "ok"