diff --git a/vllm_ascend/ascend_forward_context.py b/vllm_ascend/ascend_forward_context.py
index 49cd3b0f1ca..158e35a8927 100644
--- a/vllm_ascend/ascend_forward_context.py
+++ b/vllm_ascend/ascend_forward_context.py
@@ -19,15 +19,6 @@
     WeightPrefetchMethod = None
 
 
-class FusedMoEState(Enum):
-    AllGather = 0
-    All2All = 1
-    MC2 = 2
-    AllGatherEP = 3
-    NaiveMulticast = 4
-    All2AllSeq = 5
-
-
 class MoECommType(Enum):
     ALLGATHER = 0
     MC2 = 1