Don't merge weights when shapes don't match and print a warning.

im-stuff · Jun 22, 2023 · 9f83b09 · 9f83b09
1 parent f87ec10
commit 9f83b09
Showing 1 changed file with 5 additions and 1 deletion.
diff --git a/comfy/sd.py b/comfy/sd.py
@@ -390,7 +390,11 @@ def patch_model(self):
                     weight *= strength_model
 
                 if len(v) == 1:
-                    weight += alpha * (v[0]).type(weight.dtype).to(weight.device)
+                    w1 = v[0]
+                    if w1.shape != weight.shape:
+                        print("WARNING SHAPE MISMATCH {} WEIGHT NOT MERGED {} != {}".format(key, w1.shape, weight.shape))
+                    else:
+                        weight += alpha * w1.type(weight.dtype).to(weight.device)
                 elif len(v) == 4: #lora/locon
                     mat1 = v[0]
                     mat2 = v[1]