Update README.md

README.md

@@ -17,7 +17,7 @@ repo_id = "YiYiXu/modular-diffdiff"
 components = ComponentsManager()
 
 diffdiff_pipeline = ModularPipeline.from_pretrained(repo_id, trust_remote_code=True, component_manager=components, collection="diffdiff")
-diffdiff_pipeline.loader.load(torch_dtype=torch.float16)
+diffdiff_pipeline.load_default_components(torch_dtype=torch.float16)
 components.enable_auto_cpu_offload()
 ```
 
@@ -49,8 +49,8 @@ image = diffdiff_pipeline(
 #### ip-adapter 
 
 ```python
-diffdiff_pipeline.loader.load_ip_adapter("h94/IP-Adapter", subfolder="sdxl_models", weight_name="ip-adapter_sdxl.bin")
-diffdiff_pipeline.loader.set_ip_adapter_scale(0.6)
+diffdiff_pipeline.load_ip_adapter("h94/IP-Adapter", subfolder="sdxl_models", weight_name="ip-adapter_sdxl.bin")
+diffdiff_pipeline.set_ip_adapter_scale(0.6)
 
 ip_adapter_image = load_image("https://huggingface.co/datasets/YiYiXu/testing-images/resolve/main/diffdiff_orange.jpeg")
 image = load_image("https://huggingface.co/datasets/OzzyGT/testing-resources/resolve/main/differential/20240329211129_4024911930.png?download=true")
@@ -78,7 +78,7 @@ image = diffdiff_pipeline(
 #### controlnet
 
 ```python
-diffdiff_pipeline.loader.unload_ip_adapter()
+diffdiff_pipeline.unload_ip_adapter()
 
 control_image = load_image("https://huggingface.co/datasets/YiYiXu/testing-images/resolve/main/diffdiff_tomato_canny.png")
 image = load_image("https://huggingface.co/datasets/OzzyGT/testing-resources/resolve/main/differential/20240329211129_4024911930.png?download=true")