Update README.md

README.md

@@ -1,3 +1,37 @@
 ---
 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
+#### Movie Poster
+#### Architecture
+
+## 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")
+```