diff --git a/internvl_chat/internvl/model/internvl_chat/modeling_internvl_chat.py b/internvl_chat/internvl/model/internvl_chat/modeling_internvl_chat.py
index 883607eb6..31a2c6930 100644
--- a/internvl_chat/internvl/model/internvl_chat/modeling_internvl_chat.py
+++ b/internvl_chat/internvl/model/internvl_chat/modeling_internvl_chat.py
@@ -447,13 +447,4 @@ def get_input_embeddings(self):
 
     def get_output_embeddings(self):
         return self.language_model.get_output_embeddings()
-
-    @property
-    def lm_head(self):
-        return self.language_model.get_output_embeddings()
-
-    def get_input_embeddings(self):
-        return self.language_model.get_input_embeddings()
-
-    def get_output_embeddings(self):
-        return self.language_model.get_output_embeddings()
+        
\ No newline at end of file