diff --git a/src/diffusers/loaders/single_file.py b/src/diffusers/loaders/single_file.py
index 8c63c4cf59..bf100e7f2c 100644
--- a/src/diffusers/loaders/single_file.py
+++ b/src/diffusers/loaders/single_file.py
@@ -282,7 +282,7 @@ class FromSingleFileMixin:
         )
 
         if torch_dtype is not None:
-            pipe.to(torch_dtype=torch_dtype)
+            pipe.to(dtype=torch_dtype)
 
         return pipe