diff --git a/vllm/model_executor/models/deepseek_v2.py b/vllm/model_executor/models/deepseek_v2.py
index b5409c7fe1b7..72283f5df1b9 100644
--- a/vllm/model_executor/models/deepseek_v2.py
+++ b/vllm/model_executor/models/deepseek_v2.py
@@ -146,6 +146,7 @@ def __init__(
                 hidden_act=config.hidden_act,
                 quant_config=quant_config,
                 reduce_results=False,
+                prefix=f"{prefix}.shared_experts",
             )
 
     def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: