Update README.md

README.md

@@ -5,17 +5,16 @@ library_name: diffusers
 test under this PR https://github.com/huggingface/diffusers/pull/11235
 
 ```python
-from diffusers.modular_pipelines import ModularPipelineMixin, ComponentsManager
+from diffusers.modular_pipelines import ModularPipeline, ComponentsManager
 import torch
 from diffusers.utils import load_image
 
 repo_id = "YiYiXu/modular-diffdiff"
 
-diffdiff_blocks = ModularPipelineMixin.from_pretrained(repo_id, trust_remote_code=True)
 components = ComponentsManager()
 
-diffdiff_blocks.setup_loader(modular_repo=repo_id, component_manager=components, collection="diffdiff")
-diffdiff_blocks.loader.load(torch_dtype=torch.float16)
+diffdiff_pipeline = ModularPipeline.from_pretrained(repo_id, trust_remote_code=True, component_manager=components, collection="diffdiff")
+diffdiff_pipeline.loader.load(torch_dtype=torch.float16)
 
 components.enable_auto_cpu_offload()
 
@@ -27,7 +26,7 @@ mask = load_image("https://huggingface.co/datasets/OzzyGT/testing-resources/reso
 prompt = "a green pear"
 negative_prompt = "blurry"
 
-image = diffdiff_blocks.run(
+image = diffdiff_pipeline(
     prompt=prompt,
     negative_prompt=negative_prompt,
     num_inference_steps=25,
@@ -36,7 +35,7 @@ image = diffdiff_blocks.run(
     output="images"
 )[0]
 
-image.save("yiyi_test_10_out.png")
+image.save("yiyi_test_modular_remote_diffdiff_out.png")
 ```