readme: ---
  license: creativeml-openrail-m
  tags:
    - stable-diffusion
    - stable-diffusion-diffusers
    - text-to-image
  inference: true
  ---
  ### Wall Street Journal Hedcut Style for Stable Diffusion
  Readers of the Wall Street Journal (WSJ) are familiar with the distinctive style used to create portaits of their writers and subjects. This is a fine-tuned stable
  diffusion model that can be used to create hedcut-styled images using the prompt **_wsj hedcut of \<subject\>_**. This model can also be used in a DreamBooth environment
  to train a face or other subject for custom and unique hedcuts.
  
  ```python
  #!pip install diffusers transformers scipy torch
  from diffusers import StableDiffusionPipeline
  import torch
  model_id = "dmillar/wsj-hedcut-v1"
  pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
  pipe = pipe.to("cuda")
  prompt = "wsj hedcut of a woman"
  image = pipe(prompt).images[0]
  image.save("./woman_hedcut.png")
  ```
  
  ## Sample Images
  ![Hepburn](https://huggingface.co/dmillar/wsj-hedcut-v1/resolve/main/hepburn.png)
  Prompt: "wsj hedcut of audrey hepburn, portrait, detailed, sharp, black and white, pleasing, white background", Steps: 20, Sampler: "Euler a", CFG scale: 7, Seed: 231828633
  ![Mbappe](https://huggingface.co/dmillar/wsj-hedcut-v1/resolve/main/mbappe.png)
  Prompt: "wsj hedcut of the Kylian Mbappe, male, portrait, detailed, sharp, black and white, pleasing, white background", Steps: 20, Sampler: "Euler a", CFG scale: 7, Seed: 1863052262
  ![Hanks](https://huggingface.co/dmillar/wsj-hedcut-v1/resolve/main/hanks.png)
  Prompt: "wsj hedcut of tom hanks, portrait, detailed, sharp, black and white, pleasing, white background", Steps: 20, Sampler: Euler a, CG scale: 7, Seed: 224907260
  ![Dog](https://huggingface.co/dmillar/wsj-hedcut-v1/resolve/main/dog.png)
  ![Cat](https://huggingface.co/dmillar/wsj-hedcut-v1/resolve/main/cat.png)
  
  