Create README.md

README.md

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+---
+license: apache-2.0
+library_name: diffusers
+---
+test under this PR https://github.com/huggingface/diffusers/pull/11235
+
+```python
+from diffusers.modular_pipelines import ModularPipelineMixin, 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)
+
+components.enable_auto_cpu_offload()
+
+
+
+image = load_image(
+        "https://huggingface.co/datasets/OzzyGT/testing-resources/resolve/main/differential/20240329211129_4024911930.png?download=true"
+    )
+
+mask = load_image(
+        "https://huggingface.co/datasets/OzzyGT/testing-resources/resolve/main/differential/gradient_mask.png?download=true"
+    )
+
+prompt = "a green pear"
+negative_prompt = "blurry"
+
+image = diffdiff_blocks.run(
+    prompt=prompt,
+    negative_prompt=negative_prompt,
+    num_inference_steps=25,
+    diffdiff_map=mask,
+    image=image,
+    output="images"
+)[0]
+
+image.save("yiyi_test_10_out.png")
+```
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/624ef9ba9d608e459387b34e/4zqJOz-35Q0i6jyUW3liL.png)
+