Add diffusers example (#3)

- Add diffusers example (6e4dac8a9648a3f9be2643f07c664e2e9620ddc9)


Co-authored-by: Patrick von Platen <[email protected]>

README.md

@@ -8,6 +8,28 @@ Use the tokens **_archer style_** in your prompts for the effect.
 
 If you enjoy this model, please check out my other models on [Huggingface](https://huggingface.co/nitrosocke)
 
+### 🧨 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).
+
+You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().
+
+```python
+#!pip install diffusers transformers scipy torch
+from diffusers import StableDiffusionPipeline
+import torch
+
+model_id = "nitrosocke/archer-diffusion"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipe = pipe.to("cuda")
+
+prompt = "a magical princess with golden hair, archer style"
+image = pipe(prompt).images[0]
+
+image.save("./magical_princess.png")
+```
+
 **Portraits rendered with the model:**
 ![Portrait Samples](https://huggingface.co/nitrosocke/archer-diffusion/resolve/main/archer-diffusion-samples.png)
 **Celebrities rendered with the model:**