diff --git a/vllm/model_executor/layers/quantization/fp8.py b/vllm/model_executor/layers/quantization/fp8.py
index 824dfe15ae25..59db3e6c4449 100644
--- a/vllm/model_executor/layers/quantization/fp8.py
+++ b/vllm/model_executor/layers/quantization/fp8.py
@@ -488,16 +488,11 @@ def __init__(self, quant_config: Fp8Config):
                 logger.warning_once("Failed to import DeepGemm kernels.")
             elif not self.block_quant:
                 logger.warning_once("Model is not block quantized. Not using "
-                                    "DeepGemm kernels")
+                                    " DeepGemm kernels")
             elif (current_platform.is_cuda()
-                  and current_platform.is_device_capability(90)):
+                  and current_platform.has_device_capability(90)):
                 logger.info_once("Using DeepGemm kernels for Fp8MoEMethod.")
                 self.allow_deep_gemm = True
-            elif (current_platform.is_cuda()
-                  and is_blackwell_deep_gemm_used()):
-                logger.info_once("Using DeepGemm SM100 kernels for "
-                                 "Fp8MoEMethod.")
-                self.allow_deep_gemm = True
             else:
                 logger.warning_once(
                     "DeepGemm not supported on the current platform.")
@@ -505,10 +500,10 @@ def __init__(self, quant_config: Fp8Config):
         # Check for CutlassBlockScaledGroupedGemm support.
         self.allow_cutlass_block_scaled_grouped_gemm = False
         if not self.block_quant:
-            logger.debug_once("Model is not block quantized. Not using "
-                              "CutlassBlockScaledGroupedGemm kernels")
+            logger.warning_once("Model is not block quantized. Not using "
+                                "CutlassBlockScaledGroupedGemm kernels")
         elif (current_platform.is_cuda()
-              and current_platform.is_device_capability(100)):
+              and current_platform.has_device_capability(100)):
             logger.info_once(
                 "Using CutlassBlockScaledGroupedGemm kernels for Fp8MoEMethod."
             )