diff --git a/opencompass/models/lmdeploy_pytorch.py b/opencompass/models/lmdeploy_pytorch.py
index 814c3cc68..f9d67da45 100644
--- a/opencompass/models/lmdeploy_pytorch.py
+++ b/opencompass/models/lmdeploy_pytorch.py
@@ -50,6 +50,7 @@ def __init__(self,
                          max_seq_len=max_seq_len,
                          meta_template=meta_template)
         from lmdeploy.pytorch import engine as tm
+        from lmdeploy.version import version_info
 
         if engine_config is not None:
             from lmdeploy.messages import PytorchEngineConfig
@@ -71,6 +72,7 @@ def __init__(self,
         self.generator_ids = [i + 1 for i in range(concurrency)]
         self.gen_config = gen_config
         self.end_str = end_str
+        self.major_version, self.minor_version, _ = version_info
 
     def generate(
         self,
@@ -145,9 +147,16 @@ def _generate(self,
         assert type(
             prompt) is str, 'We only support string for TurboMind Python API'
         input_ids = self.tokenizer.encode(prompt)
-        _, output_ids, _ = generator.infer(session_id,
-                                           input_ids,
-                                           gen_config=gen_config)
+        if self.major_version >= 0 and self.minor_version >= 4:
+            outputs = generator.infer(session_id,
+                                      input_ids,
+                                      gen_config=gen_config)
+            output_ids = outputs.token_ids
+        else:
+            _, output_ids, _ = generator.infer(session_id,
+                                               input_ids,
+                                               gen_config=gen_config)
+
         # stop engine
         if hasattr(generator, 'end'):
             generator.end(session_id)
diff --git a/opencompass/models/turbomind.py b/opencompass/models/turbomind.py
index 50c3e5ca6..9479f02f9 100644
--- a/opencompass/models/turbomind.py
+++ b/opencompass/models/turbomind.py
@@ -54,6 +54,7 @@ def __init__(self,
                          max_seq_len=max_seq_len,
                          meta_template=meta_template)
         from lmdeploy.turbomind import TurboMind
+        from lmdeploy.version import version_info
 
         if engine_config is not None:
             from lmdeploy.messages import TurbomindEngineConfig
@@ -70,6 +71,7 @@ def __init__(self,
         self.generator_ids = [i + 1 for i in range(concurrency)]
         self.gen_config = gen_config
         self.end_str = end_str
+        self.major_version, self.minor_version, _ = version_info
 
     def generate(self,
                  inputs: List[str],
@@ -165,7 +167,10 @@ def _generate(self,
                                               sequence_end=True,
                                               step=0,
                                               stream_output=False):
-            _, output_ids, _ = outputs
+            if self.major_version >= 0 and self.minor_version >= 4:
+                output_ids = outputs.token_ids
+            else:
+                _, output_ids, _ = outputs
             response = self.tokenizer.decode(output_ids)
             response = valid_str(response)
         # used to trim