diff --git a/vllm_ascend/ascend_config.py b/vllm_ascend/ascend_config.py
index 03a407636d3..270959361a7 100644
--- a/vllm_ascend/ascend_config.py
+++ b/vllm_ascend/ascend_config.py
@@ -52,11 +52,12 @@ def __init__(self, vllm_config: "VllmConfig"):
         self.dump_config_path = additional_config.get("dump_config_path", None)
         self._construct_weight_prefetch_config(additional_config)
         self.layer_sharding = additional_config.get("layer_sharding", None)
-        logger.info_once(
-            f"Linear layer sharding enabled with config: {self.layer_sharding}. "
-            "Note: This feature works optimally with FLASHCOMM2 and DSA-CP enabled; "
-            "using it without these features may result in significant performance degradation."
-        )
+        if self.layer_sharding:
+            logger.info_once(
+                f"Linear layer sharding enabled with config: {self.layer_sharding}. "
+                "Note: This feature works optimally with FLASHCOMM2 and DSA-CP enabled; "
+                "using it without these features may result in significant performance degradation."
+            )
 
         self.enable_shared_expert_dp = (
             additional_config.get("enable_shared_expert_dp", False)