diff --git a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage.py b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage.py
index f58dffd922..e112578c39 100644
--- a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage.py
+++ b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage.py
@@ -418,9 +418,7 @@ class QwenImageAutoCoreDenoiseStep(ConditionalPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(
-                name="latents", type_hint=torch.Tensor, description="The latents generated by the denoising step"
-            ),
+            OutputParam.latents(),
         ]
 
 
@@ -500,5 +498,5 @@ class QwenImageAutoBlocks(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(name="images", type_hint=List[List[PIL.Image.Image]]),
+            OutputParam.images(),
         ]
diff --git a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit.py b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit.py
index 2683e64080..30fcb842d5 100644
--- a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit.py
+++ b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit.py
@@ -313,9 +313,7 @@ class QwenImageEditAutoDecodeStep(AutoPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(
-                name="latents", type_hint=torch.Tensor, description="The latents generated by the denoising step"
-            ),
+            OutputParam.latents(),
         ]
 
 
@@ -349,5 +347,5 @@ class QwenImageEditAutoBlocks(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(name="images", type_hint=List[List[PIL.Image.Image]], description="The generated images"),
+            OutputParam.images(),
         ]
diff --git a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit_plus.py b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit_plus.py
index 99c5b109bf..345b0cd935 100644
--- a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit_plus.py
+++ b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_edit_plus.py
@@ -144,9 +144,7 @@ class QwenImageEditPlusCoreDenoiseStep(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(
-                name="latents", type_hint=torch.Tensor, description="The latents generated by the denoising step"
-            ),
+            OutputParam.latents(),
         ]
 
 
@@ -196,5 +194,5 @@ class QwenImageEditPlusAutoBlocks(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(name="images", type_hint=List[List[PIL.Image.Image]], description="The generated images"),
+            OutputParam.images(),
         ]
diff --git a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_layered.py b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_layered.py
index 63ee36df51..965f9e1976 100644
--- a/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_layered.py
+++ b/src/diffusers/modular_pipelines/qwenimage/modular_blocks_qwenimage_layered.py
@@ -142,9 +142,7 @@ class QwenImageLayeredCoreDenoiseStep(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(
-                name="latents", type_hint=torch.Tensor, description="The latents generated by the denoising step"
-            ),
+            OutputParam.latents(),
         ]
 
 
@@ -174,5 +172,5 @@ class QwenImageLayeredAutoBlocks(SequentialPipelineBlocks):
     @property
     def outputs(self):
         return [
-            OutputParam(name="images", type_hint=List[List[PIL.Image.Image]], description="The generated images"),
+            OutputParam.images(),
         ]