diff --git a/colossalai/booster/plugin/moe_hybrid_parallel_plugin.py b/colossalai/booster/plugin/moe_hybrid_parallel_plugin.py
index ca3a68373..374fc6535 100644
--- a/colossalai/booster/plugin/moe_hybrid_parallel_plugin.py
+++ b/colossalai/booster/plugin/moe_hybrid_parallel_plugin.py
@@ -215,6 +215,7 @@ class MoeHybridParallelPlugin(HybridParallelPlugin):
         overlap_p2p: bool = True,
         overlap_allgather: bool = False,
         fp8_communication: bool = False,
+        use_fp8: bool = False,
     ) -> None:
         if overlap_communication or zero_stage == 2:
             overlap_communication = False
@@ -324,7 +325,7 @@ class MoeHybridParallelPlugin(HybridParallelPlugin):
             self.sp_group = self.pg_mesh.get_group_along_axis(self.tp_axis)
         else:
             self.sp_group = self.pg_mesh.get_group_along_axis(self.sp_axis)
-
+        self.use_fp8 = use_fp8
         self.shard_config = ShardConfig(
             tensor_parallel_process_group=self.tp_group,
             sequence_parallel_process_group=self.sp_group,
@@ -428,6 +429,7 @@ class MoeHybridParallelPlugin(HybridParallelPlugin):
                 use_ddp=use_ddp,
                 ddp_config=self.ddp_config,
                 custom_policy=self.custom_policy,
+                use_fp8=self.use_fp8,
             )
         if optimizer is not None and not isinstance(optimizer, OptimizerWrapper):
             if self.ep_size > 1: