diff --git a/src/diffusers/modular_pipelines/modular_pipeline.py b/src/diffusers/modular_pipelines/modular_pipeline.py
index 43505aabee..c26a9c7c8a 100644
--- a/src/diffusers/modular_pipelines/modular_pipeline.py
+++ b/src/diffusers/modular_pipelines/modular_pipeline.py
@@ -947,7 +947,7 @@ class SequentialPipelineBlocks(ModularPipelineBlocks):
         instance = cls()
         
         # Create instances if classes are provided
-        blocks = {}
+        blocks = InsertableOrderedDict()
         for name, block in blocks_dict.items():
             if inspect.isclass(block):
                 blocks[name] = block()
diff --git a/src/diffusers/modular_pipelines/stable_diffusion_xl/before_denoise.py b/src/diffusers/modular_pipelines/stable_diffusion_xl/before_denoise.py
index 07f096249c..f6ff339675 100644
--- a/src/diffusers/modular_pipelines/stable_diffusion_xl/before_denoise.py
+++ b/src/diffusers/modular_pipelines/stable_diffusion_xl/before_denoise.py
@@ -1698,7 +1698,13 @@ class StableDiffusionXLControlNetAutoInput(AutoPipelineBlocks):
     block_classes = [StableDiffusionXLControlNetUnionInputStep, StableDiffusionXLControlNetInputStep]
     block_names = ["controlnet_union", "controlnet"]
     block_trigger_inputs = ["control_mode", "control_image"]
-
+    
+    @property
+    def description(self):
+        return "Controlnet Input step that prepare the controlnet input.\n" + \
+               "This is an auto pipeline block that works for both controlnet and controlnet_union.\n" + \
+               " - `StableDiffusionXLControlNetUnionInputStep` is called to prepare the controlnet input when `control_mode` and `control_image` are provided.\n" + \
+               " - `StableDiffusionXLControlNetInputStep` is called to prepare the controlnet input when `control_image` is provided."
 
 
 # Before denoise