README.md

---
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")
```