diff --git a/internlm/model/modeling_moe.py b/internlm/model/modeling_moe.py
index 4e609bc..ff6197d 100644
--- a/internlm/model/modeling_moe.py
+++ b/internlm/model/modeling_moe.py
@@ -527,6 +527,7 @@ def build_model_with_moe_cfg(
     moe_drop_tokens: bool = True,  # pylint: disable=W0613
     moe_use_rts: bool = True,  # pylint: disable=W0613
     moe_use_residual: bool = False,  # pylint: disable=W0613
+    moe_type: str = None,  # pylint: disable=W0613
 ):
     """
     Build model with config.
diff --git a/internlm/model/moe.py b/internlm/model/moe.py
index ab18f69..ff37a6d 100644
--- a/internlm/model/moe.py
+++ b/internlm/model/moe.py
@@ -39,7 +39,6 @@ class MoE(torch.nn.Module):
         ep_size=1,
         device=None,
         dtype=None,
-        moe_type: str = None,
     ):
 
         super().__init__()
@@ -51,6 +50,8 @@ class MoE(torch.nn.Module):
         self.num_experts = num_experts
         self.num_local_experts = num_experts // self.ep_size
 
+        moe_type = getattr(gpc.config.model, "moe_type", None)
+
         if moe_type is None or moe_type == "GShard":
             self.moe_layer = GShardMOELayer(
                 hidden_size,