diff --git a/dvc/tree/oss.py b/dvc/tree/oss.py
index 3e0a3d477..ade5f2418 100644
--- a/dvc/tree/oss.py
+++ b/dvc/tree/oss.py
@@ -128,6 +128,11 @@ class OSSTree(BaseTree):  # pylint:disable=abstract-method
         self, from_info, to_file, name=None, no_progress_bar=False, **_kwargs
     ):
         with Tqdm(desc=name, disable=no_progress_bar, bytes=True) as pbar:
-            self.oss_service.get_object_to_file(
-                from_info.path, to_file, progress_callback=pbar.update_to
+            import oss2
+
+            oss2.resumable_download(
+                self.oss_service,
+                from_info.path,
+                to_file,
+                progress_callback=pbar.update_to,
             )