readme: ---
  license: mit
  ---
  
  # InstructPix2Pix: Learning to Follow Image Editing Instructions
  GitHub: https://github.com/timothybrooks/instruct-pix2pix
  <img src='https://instruct-pix2pix.timothybrooks.com/teaser.jpg'/>
  
  
  
  ## Example
  
  To use `InstructPix2Pix`, install `diffusers` using `main` for now. The pipeline will be available in the next release
  
  ```bash
  pip install diffusers accelerate safetensors transformers
  ```
  
  ```python
  import PIL
  import requests
  import torch
  from diffusers import StableDiffusionInstructPix2PixPipeline, EulerAncestralDiscreteScheduler
  
  model_id = "timbrooks/instruct-pix2pix"
  pipe = StableDiffusionInstructPix2PixPipeline.from_pretrained(model_id, torch_dtype=torch.float16, safety_checker=None)
  pipe.to("cuda")
  pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
  
  url = "https://raw.githubusercontent.com/timothybrooks/instruct-pix2pix/main/imgs/example.jpg"
  def download_image(url):
      image = PIL.Image.open(requests.get(url, stream=True).raw)
      image = PIL.ImageOps.exif_transpose(image)
      image = image.convert("RGB")
      return image
  image = download_image(URL)
  
  prompt = "turn him into cyborg"
  images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
  images[0]
  ```