diff --git a/src/compressed_tensors/utils/helpers.py b/src/compressed_tensors/utils/helpers.py
index fe034126..910436eb 100644
--- a/src/compressed_tensors/utils/helpers.py
+++ b/src/compressed_tensors/utils/helpers.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 import warnings
+from functools import wraps
 from typing import Any, Callable, Dict, Optional
 
 import torch
@@ -174,6 +175,7 @@ def decorator(func: Callable[[Any], Any]):
             if future_name is not None:
                 message += f". Please use {future_name} instead."
 
+        @wraps(func)
         def wrapped(*args, **kwargs):
             warnings.warn(message, DeprecationWarning, stacklevel=2)
             return func(*args, **kwargs)
diff --git a/src/compressed_tensors/utils/offload.py b/src/compressed_tensors/utils/offload.py
index 0df00ec2..0d7b0bbe 100644
--- a/src/compressed_tensors/utils/offload.py
+++ b/src/compressed_tensors/utils/offload.py
@@ -12,6 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+from functools import wraps
 from typing import Any, Callable, Optional
 
 import torch
@@ -47,7 +48,12 @@
 def check_accelerate(fallback: Any):
     def decorator(func: Callable[[Any], Any]):
         if not _has_accelerate:
-            return lambda *args, **kwargs: fallback
+
+            @wraps(func)
+            def fallback_fn(*args, **kwargs):
+                return fallback
+
+            return fallback_fn
 
         return func
 
@@ -193,7 +199,7 @@ def update_offload_data(
 
 def delete_offload_parameter(module: torch.nn.Module, name: str):
     """
-    Delete a module from a module which may be offloaded
+    Delete a parameter from a module which may be offloaded
 
     :param module: maybe offloaded module
     :param name: name of parameter being deleted