Update README.md

README.md

@@ -12,3 +12,22 @@ the base model is `stabilityai/stable-diffusion-xl-base-1.0` and the model has i
 ## Usage 
 the usage of the model is available via github of [InstinctiveDiffuse](https://github.com/erfanzar/InstinctiveDiffuse).
 please also consider using these keep words to improve your prompts: best quality, ocean render, HD, --version 8.
+
+
+## Direct Use
+
+```python
+import torch
+from diffusers import StableDiffusionXLPipeline, EulerDiscreteScheduler
+
+base = "Instinct-AI/InstinctiveDiffuse"
+pipe = StableDiffusionXLPipeline.from_pretrained(base, torch_dtype=torch.float16)
+pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config, timestep_spacing="trailing")
+pipe.enable_model_cpu_offload()
+
+pipe(
+    "An astronaut riding a yellow horse on mars",
+    num_inference_steps=8,
+    guidance_scale=1
+).images[0]
+```