diff --git a/vllm_omni/diffusion/diffusion_engine.py b/vllm_omni/diffusion/diffusion_engine.py
index ebd9ac5bd99..8d830255c99 100644
--- a/vllm_omni/diffusion/diffusion_engine.py
+++ b/vllm_omni/diffusion/diffusion_engine.py
@@ -32,12 +32,6 @@ def __init__(self, od_config: OmniDiffusionConfig):
         self._processes: list[mp.Process] = []
         self._closed = False
         self._make_client()
-        try:
-            self._dummy_run()
-        except Exception as e:
-            logger.error(f"Dummy run failed: {e}")
-            self.close()
-            raise e
 
     def step(self, requests: list[OmniDiffusionRequest]):
         try:
diff --git a/vllm_omni/diffusion/models/qwen_image/qwen_image_transformer.py b/vllm_omni/diffusion/models/qwen_image/qwen_image_transformer.py
index b83731545fd..fee9f34edd4 100644
--- a/vllm_omni/diffusion/models/qwen_image/qwen_image_transformer.py
+++ b/vllm_omni/diffusion/models/qwen_image/qwen_image_transformer.py
@@ -303,7 +303,6 @@ def forward(
         return img_attn_output, txt_attn_output
 
 
-@torch.compile(dynamic=True)
 class QwenImageTransformerBlock(nn.Module):
     def __init__(
         self,
diff --git a/vllm_omni/diffusion/models/z_image/z_image_transformer.py b/vllm_omni/diffusion/models/z_image/z_image_transformer.py
index 1250f460e5c..ddf3ce00d29 100644
--- a/vllm_omni/diffusion/models/z_image/z_image_transformer.py
+++ b/vllm_omni/diffusion/models/z_image/z_image_transformer.py
@@ -185,7 +185,6 @@ def forward(self, x):
         return self.w2(self.act(self.w13(x)))
 
 
-@torch.compile(dynamic=True)
 class ZImageTransformerBlock(nn.Module):
     def __init__(
         self,