create readme

README.md

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+```python
+import torch
+from diffusers import AutoPipelineForInpainting
+from diffusers.utils import load_image, make_image_grid
+
+pipeline = AutoPipelineForInpainting.from_pretrained(
+    "chuckma/fooocus_inpainting_v2", torch_dtype=torch.float16, variant="fp16"
+)
+pipeline.enable_model_cpu_offload()
+# remove following line if xFormers is not installed or you have PyTorch 2.0 or higher installed
+# pipeline.enable_xformers_memory_efficient_attention()
+
+# load base and mask image
+init_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/inpaint.png")
+mask_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/inpaint_mask.png")
+
+generator = torch.Generator("cuda").manual_seed(92)
+prompt = "concept art digital painting of an elven castle, inspired by lord of the rings, highly detailed, 8k"
+image = pipeline(prompt=prompt, image=init_image, mask_image=mask_image, generator=generator).images[0]
+make_image_grid([init_image, image], rows=1, cols=2)
+```