readme: ---
  license: creativeml-openrail-m
  tags:
  - stable-diffusion
  - text-to-image
  ---
  # Guohua Diffusion
  This is the fine-tuned Stable Diffusion model trained on traditional Chinese paintings.
  
  Use **guohua style** in your prompts for the effect.
  
  ## Sample Image
  ![example1](https://huggingface.co/Langboat/Guohua-Diffusion/resolve/main/Untitled-1.jpg)
  ![example2](https://huggingface.co/Langboat/Guohua-Diffusion/resolve/main/Untitled-3.jpg)
  
  ## How to use
  #### WebUI
  Download the `guohua.ckpt` in model files.
  #### Diffusers
  
  This model can be used just like any other Stable Diffusion model. For more information,
  please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
  
  ```python
  #!pip install diffusers transformers scipy torch
  from diffusers import StableDiffusionPipeline
  import torch
  
  model_id = "Langboat/Guohua-Diffusion"
  pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
  pipe = pipe.to("cuda")
  
  prompt = "The Godfather poster in guohua style"
  image = pipe(prompt).images[0]
  
  image.save("./the_god_father.png")
  ```
  