diff --git a/vllm/model_executor/models/deepseek_v2.py b/vllm/model_executor/models/deepseek_v2.py
index 38114836bfdbb..d4ad0c6b5c99e 100644
--- a/vllm/model_executor/models/deepseek_v2.py
+++ b/vllm/model_executor/models/deepseek_v2.py
@@ -28,6 +28,7 @@
 from transformers import PretrainedConfig
 
 from vllm.attention import Attention, AttentionMetadata
+from vllm.compilation.decorators import support_torch_compile
 from vllm.config import CacheConfig
 from vllm.distributed import (get_pp_group,
                               get_tensor_model_parallel_world_size,
@@ -403,6 +404,7 @@ def forward(
         return hidden_states, residual
 
 
+@support_torch_compile
 class DeepseekV2Model(nn.Module):
 
     fall_back_to_pt_during_load = False