diff --git a/vllm_ascend/worker/model_runner_v1.py b/vllm_ascend/worker/model_runner_v1.py
index 22a4c4b..9421a98 100644
--- a/vllm_ascend/worker/model_runner_v1.py
+++ b/vllm_ascend/worker/model_runner_v1.py
@@ -2614,11 +2614,16 @@ class NPUModelRunner(LoRAModelRunnerMixin):
                         self.model.get_eagle3_aux_hidden_state_layers())
 
             if self.lora_config:
-                self.model = self.load_lora_model(self.model,
-                                                  self.model_config,
-                                                  self.scheduler_config,
-                                                  self.lora_config,
-                                                  self.device)
+                if vllm_version_is("0.10.2"):
+                    self.model = self.load_lora_model(self.model,
+                                                      self.model_config,
+                                                      self.scheduler_config,
+                                                      self.lora_config,
+                                                      self.device)
+                else:
+                    self.model = self.load_lora_model(self.model,
+                                                      self.vllm_config,
+                                                      self.device)
         logger.info("Loading model weights took %.4f GB",
                     m.consumed_memory / float(2**30))