diff --git a/modal/_utils/function_utils.py b/modal/_utils/function_utils.py
index b738d69fa..8e305c5fd 100644
--- a/modal/_utils/function_utils.py
+++ b/modal/_utils/function_utils.py
@@ -248,7 +248,13 @@ def get_cls_var_attrs(self) -> dict[str, Any]:
     def get_globals(self) -> dict[str, Any]:
         from .._vendor.cloudpickle import _extract_code_globals
 
+        if self.raw_f is None:
+            return {}
+
         func = self.raw_f
+        while hasattr(func, "__wrapped__") and func is not func.__wrapped__:
+            # Unwrap functions decorated using functools.wrapped (potentially multiple times)
+            func = func.__wrapped__
         f_globals_ref = _extract_code_globals(func.__code__)
         f_globals = {k: func.__globals__[k] for k in f_globals_ref if k in func.__globals__}
         return f_globals
diff --git a/test/function_utils_test.py b/test/function_utils_test.py
index 17926a5f2..e64571287 100644
--- a/test/function_utils_test.py
+++ b/test/function_utils_test.py
@@ -1,4 +1,6 @@
 # Copyright Modal Labs 2023
+import functools
+import pytest
 import time
 
 from grpclib import Status
@@ -14,6 +16,8 @@
 )
 from modal_proto import api_pb2
 
+GLOBAL_VARIABLE = "whatever"
+
 
 def hasarg(a):
     ...
@@ -133,3 +137,21 @@ async def test_stream_function_call_data(servicer, client):
     assert 0.111 <= elapsed < 1.0
 
     assert await gen.__anext__() == "world"
+
+
+def decorator(f):
+    @functools.wraps(f)
+    def wrapper(*args, **kwargs):
+        return f
+
+    return wrapper
+
+
+def has_global_ref():
+    assert GLOBAL_VARIABLE
+
+
+@pytest.mark.parametrize("func", [has_global_ref, decorator(has_global_ref)])
+def test_global_variable_extraction(func):
+    info = FunctionInfo(func)
+    assert info.get_globals().get("GLOBAL_VARIABLE") == GLOBAL_VARIABLE