diff --git a/vllm/model_executor/layers/fused_moe/experts/trtllm_fp8_moe.py b/vllm/model_executor/layers/fused_moe/experts/trtllm_fp8_moe.py
index 64b772505..1ed76f892 100644
--- a/vllm/model_executor/layers/fused_moe/experts/trtllm_fp8_moe.py
+++ b/vllm/model_executor/layers/fused_moe/experts/trtllm_fp8_moe.py
@@ -176,9 +176,6 @@ class TrtLlmFp8Experts(mk.FusedMoEExpertsMonolithic):
         assert not apply_router_weight_on_input
         assert activation == MoEActivation.SILU
 
-        if e_score_correction_bias is not None:
-            e_score_correction_bias = e_score_correction_bias.to(hidden_states.dtype)
-
         if self.routing_method_type == RoutingMethodType.DeepSeekV3:
             router_logits = router_logits.to(torch.float32)