diff --git a/src/lightning/fabric/CHANGELOG.md b/src/lightning/fabric/CHANGELOG.md
index 52ee3f675fea3..4628184f4f603 100644
--- a/src/lightning/fabric/CHANGELOG.md
+++ b/src/lightning/fabric/CHANGELOG.md
@@ -120,7 +120,11 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Fixed validation of parameters of `plugins.precision.MixedPrecision` ([#17687](https://github.com/Lightning-AI/lightning/pull/17687))
 
-- Fixed an issue with hpu imports leading to performance degradation  ([#17788](https://github.com/Lightning-AI/lightning/pull/17788))
+
+- Fixed an issue with hpu imports leading to performance degradation ([#17788](https://github.com/Lightning-AI/lightning/pull/17788))
+
+
+- Fixed the emission of a false-positive warning when calling a method on the Fabric-wrapped module that accepts no arguments ([#17875](https://github.com/Lightning-AI/lightning/pull/17875))
 
 
 ## [2.0.3] - 2023-06-07
diff --git a/src/lightning/fabric/wrappers.py b/src/lightning/fabric/wrappers.py
index 5375ac9c1ad27..e9dee26c88a7a 100644
--- a/src/lightning/fabric/wrappers.py
+++ b/src/lightning/fabric/wrappers.py
@@ -161,7 +161,11 @@ def call_forward_module(*args: Any, **kwargs: Any) -> Any:
         return call_forward_module
 
     def _validate_method_access(self, name: str, attribute: Any) -> None:
-        if inspect.ismethod(attribute) and self._forward_module != self._original_module:
+        if (
+            inspect.ismethod(attribute)
+            and inspect.signature(attribute).parameters
+            and self._forward_module != self._original_module
+        ):
             warning_cache.warn(
                 f"You are calling the method `{type(self._original_module).__name__}.{name}()` from outside the"
                 " model. This will bypass the wrapper from the strategy and result in incorrect behavior in"
diff --git a/tests/tests_fabric/test_wrappers.py b/tests/tests_fabric/test_wrappers.py
index ec8bf01bee36c..79b0a33c576f5 100644
--- a/tests/tests_fabric/test_wrappers.py
+++ b/tests/tests_fabric/test_wrappers.py
@@ -78,9 +78,12 @@ def test_fabric_module_method_lookup():
     """Test that access to methods warns about improper use when a wrapper from a strategy is involved."""
 
     class OriginalModule(torch.nn.Module):
-        def method(self):
+        def method_no_args(self):
             return 100
 
+        def method_with_args(self, arg, kwarg=1):
+            return 101
+
     class ModuleWrapper(torch.nn.Module):
         def __init__(self, module):
             super().__init__()
@@ -91,16 +94,18 @@ def __init__(self, module):
     fabric_module = _FabricModule(forward_module=original_module, precision=Mock(), original_module=original_module)
     warning_cache.clear()
     with no_warning_call(UserWarning):
-        assert fabric_module.method() == 100
+        assert fabric_module.method_with_args(0) == 101
     assert not warning_cache
 
-    # Special case: original module wrapped by forward module: -> warn
+    # Special case: original module wrapped by forward module: -> warn if method accepts args
     original_module = OriginalModule()
     wrapped_module = ModuleWrapper(original_module)
     fabric_module = _FabricModule(forward_module=wrapped_module, precision=Mock(), original_module=original_module)
     warning_cache.clear()
-    with pytest.warns(UserWarning, match=r"You are calling the method `OriginalModule.method\(\)` from outside the"):
-        assert fabric_module.method() == 100
+    with no_warning_call(UserWarning):
+        assert fabric_module.method_no_args() == 100
+    with pytest.warns(UserWarning, match=r"You are calling the method `OriginalModule.method_with_args\(\)` from"):
+        assert fabric_module.method_with_args(0) == 101
     warning_cache.clear()