Create README.md

README.md

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+## Quick Start
+Make sure to install the libraries first:
+
+```bash 
+pip install accelerate transformers
+pip install git+https://github.com/huggingface/diffusers
+```
+
+```python 
+import torch
+from diffusers import StableDiffusionXLInstructPix2PixPipeline
+from diffusers.utils import load_image
+resolution = 768
+image = load_image(
+    "https://hf.co/datasets/diffusers/diffusers-images-docs/resolve/main/mountain.png"
+).resize((resolution, resolution))
+edit_instruction = "Turn sky into a cloudy one"
+pipe = StableDiffusionXLInstructPix2PixPipeline.from_pretrained(
+    "UCSC-VLAA/HQ-Edit", torch_dtype=torch.float16
+).to("cuda")
+edited_image = pipe(
+    prompt=edit_instruction,
+    image=image,
+    height=resolution,
+    width=resolution,
+    guidance_scale=3.0,
+    image_guidance_scale=1.5,
+    num_inference_steps=30,
+).images[0]
+edited_image.save("edited_image.png")
+```