diff --git a/comfy/utils.py b/comfy/utils.py
index 985cd9a1b..3add621ff 100644
--- a/comfy/utils.py
+++ b/comfy/utils.py
@@ -46,7 +46,13 @@ def load_torch_file(ckpt, safe_load=False, device=None):
         if "state_dict" in pl_sd:
             sd = pl_sd["state_dict"]
         else:
-            sd = pl_sd
+            if len(pl_sd) == 1:
+                key = list(pl_sd.keys())[0]
+                sd = pl_sd[key]
+                if not isinstance(sd, dict):
+                    sd = pl_sd
+            else:
+                sd = pl_sd
     return sd
 
 def save_torch_file(sd, ckpt, metadata=None):