Fix from_ckpt not working properly on windows (#3666)

Author: LyubimovVladislav

src/diffusers/loaders.py

@@ -1447,8 +1447,8 @@ def from_ckpt(cls, pretrained_model_link_or_path, **kwargs):
         ckpt_path = Path(pretrained_model_link_or_path)
         if not ckpt_path.is_file():
             # get repo_id and (potentially nested) file path of ckpt in repo
-            repo_id = str(Path().joinpath(*ckpt_path.parts[:2]))
-            file_path = str(Path().joinpath(*ckpt_path.parts[2:]))
+            repo_id = "/".join(ckpt_path.parts[:2])
+            file_path = "/".join(ckpt_path.parts[2:])
 
             if file_path.startswith("blob/"):
                 file_path = file_path[len("blob/") :]