diff --git a/python/sglang/multimodal_gen/runtime/pipelines_core/stages/denoising.py b/python/sglang/multimodal_gen/runtime/pipelines_core/stages/denoising.py
index 27da4c92b..ba169c85d 100644
--- a/python/sglang/multimodal_gen/runtime/pipelines_core/stages/denoising.py
+++ b/python/sglang/multimodal_gen/runtime/pipelines_core/stages/denoising.py
@@ -736,17 +736,6 @@ class DenoisingStage(PipelineStage):
             latents, batch
         )
 
-        offload_mgr = getattr(self.transformer, "_layerwise_offload_manager", None)
-        if offload_mgr is not None and getattr(offload_mgr, "enabled", False):
-            offload_mgr.release_all()
-
-        if self.transformer_2 is not None:
-            offload_mgr_2 = getattr(
-                self.transformer_2, "_layerwise_offload_manager", None
-            )
-            if offload_mgr_2 is not None and getattr(offload_mgr_2, "enabled", False):
-                offload_mgr_2.release_all()
-
         # Save STA mask search results if needed
         if (
             not is_warmup