diff --git a/vllm/model_executor/layers/quantization/awq_marlin.py b/vllm/model_executor/layers/quantization/awq_marlin.py
index 07d928b597ba..f7c885c2baa3 100644
--- a/vllm/model_executor/layers/quantization/awq_marlin.py
+++ b/vllm/model_executor/layers/quantization/awq_marlin.py
@@ -140,7 +140,7 @@ class AWQMarlinConfig(QuantizationConfig):
             from vllm.model_executor.layers.quantization.moe_wna16 import (
                 MoeWNA16Config)
             if not check_moe_marlin_supports_layer(layer, self.group_size):
-                logger.warning_one(
+                logger.warning_once(
                     f"Layer '{prefix}' is not supported by AWQMoeMarlin. "
                     "Falling back to Moe WNA16 kernels.")
                 return MoeWNA16Config.from_config(
diff --git a/vllm/model_executor/layers/quantization/gptq_marlin.py b/vllm/model_executor/layers/quantization/gptq_marlin.py
index c7f9d95f4c2d..703d54b3bee6 100644
--- a/vllm/model_executor/layers/quantization/gptq_marlin.py
+++ b/vllm/model_executor/layers/quantization/gptq_marlin.py
@@ -157,7 +157,7 @@ class GPTQMarlinConfig(QuantizationConfig):
             from vllm.model_executor.layers.quantization.moe_wna16 import (
                 MoeWNA16Config)
             if not check_moe_marlin_supports_layer(layer, self.group_size):
-                logger.warning_one(
+                logger.warning_once(
                     f"Layer '{prefix}' is not supported by GPTQMoeMarlin. "
                     "Falling back to Moe WNA16 kernels.")
                 return MoeWNA16Config.from_config(