diff --git a/opencompass/multimodal/models/minigpt_4/minigpt_4.py b/opencompass/multimodal/models/minigpt_4/minigpt_4.py
index 3c0986d9..f722526c 100644
--- a/opencompass/multimodal/models/minigpt_4/minigpt_4.py
+++ b/opencompass/multimodal/models/minigpt_4/minigpt_4.py
@@ -27,7 +27,13 @@ def load_package():
     current_folder_path = os.path.dirname(current_file_path)
 
     sys.path.append(os.path.join(current_folder_path, 'MiniGPT-4'))  # noqa
-    from minigpt4.models.mini_gpt4 import MiniGPT4
+
+    try:
+        # the latest version of MiniGPT4
+        from minigpt4.models.minigpt4 import MiniGPT4
+    except ImportError:
+        # the old version of MiniGPT4
+        from minigpt4.models.mini_gpt4 import MiniGPT4
 
     sys.path.pop(-1)