---
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - instruct-pix2pix
datasets:
  - UCSC-VLAA/HQ-Edit
---
## 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")
```