diff --git a/optimum/intel/generation/modeling.py b/optimum/intel/generation/modeling.py
index 0abdafe666..3d9c657626 100644
--- a/optimum/intel/generation/modeling.py
+++ b/optimum/intel/generation/modeling.py
@@ -105,13 +105,13 @@ def __init__(
         self.normalized_config = NormalizedConfigManager.get_normalized_config_class(config.model_type)(config)
         self.model_dtype = kwargs.get("model_dtype", None)
 
-        logger.warning(
-            f"The class `{self.__class__}` has been depreciated and will be removed in optimum-intel v1.14, please use IPEXModel instead"
-        )
         if isinstance(model, torch.jit.ScriptModule):
             self.input_names = {
                 inputs.debugName().split(".")[0] for inputs in model.graph.inputs() if inputs.debugName() != "self"
             }
+            logger.warning(
+                f"The class `{self.__class__}` has been depreciated for TorchScript model, please use `IPEXModelForCausalLM` instead"
+            )
         else:
             self.input_names = set()