diff --git a/paddlex/inference/models/common/vlm/transformers/model_utils.py b/paddlex/inference/models/common/vlm/transformers/model_utils.py
index e55877e296..83c449d0e0 100644
--- a/paddlex/inference/models/common/vlm/transformers/model_utils.py
+++ b/paddlex/inference/models/common/vlm/transformers/model_utils.py
@@ -1797,6 +1797,7 @@ def from_pretrained(
         )
 
         init_args = config["init_args"] or ()
+        transpose_weight_keys = None
         with ContextManagers(init_contexts):
             model = cls(config, *init_args, **model_kwargs)