diff --git a/src/diffusers/utils/accelerate_utils.py b/src/diffusers/utils/accelerate_utils.py
index ae6a8ca747ac..f7deeb6e3931 100644
--- a/src/diffusers/utils/accelerate_utils.py
+++ b/src/diffusers/utils/accelerate_utils.py
@@ -15,6 +15,8 @@
 Accelerate utilities: Utilities related to accelerate
 """
 
+import functools
+
 from packaging import version
 
 from .import_utils import is_accelerate_available
@@ -40,6 +42,7 @@ def apply_forward_hook(method):
     if version.parse(accelerate_version) < version.parse("0.17.0"):
         return method
 
+    @functools.wraps(method)
     def wrapper(self, *args, **kwargs):
         if hasattr(self, "_hf_hook") and hasattr(self._hf_hook, "pre_forward"):
             self._hf_hook.pre_forward(self)
diff --git a/tests/others/test_utils.py b/tests/others/test_utils.py
index d1a59cec52f1..e985f8620d92 100755
--- a/tests/others/test_utils.py
+++ b/tests/others/test_utils.py
@@ -269,6 +269,18 @@ def _capture(target_device):
         assert "moved to" in cuda_out, f"Non-MPS target should still emit the CPU-fallback info log, got: {cuda_out}"
 
 
+class TestApplyForwardHook:
+    def test_preserves_wrapped_function_metadata(self):
+        from diffusers.utils.accelerate_utils import apply_forward_hook
+
+        @apply_forward_hook
+        def example(self):
+            """Example method docstring."""
+
+        assert example.__name__ == "example"
+        assert example.__doc__ == "Example method docstring."
+
+
 # Copied from https://github.com/huggingface/transformers/blob/main/tests/utils/test_expectations.py
 class TestExpectations:
     def test_expectations(self):