Update README.md

README.md

@@ -1,3 +1,33 @@
 ---
 license: openrail
 ---
+
+Recommended version of `diffusers` is `0.20.2` with `torch` `2`.
+
+Usage Example:
+```python
+import torch
+import requests
+from PIL import Image
+from diffusers import DiffusionPipeline, EulerAncestralDiscreteScheduler, ControlNetModel
+
+# Load the pipeline
+pipeline = DiffusionPipeline.from_pretrained(
+    "sudo-ai/zero123plus-v1.1", custom_pipeline="sudo-ai/zero123plus-pipeline",
+    torch_dtype=torch.float16
+)
+pipeline.add_controlnet(ControlNetModel.from_pretrained(
+    "sudo-ai/controlnet-zp11-depth-v1", torch_dtype=torch.float16
+), conditioning_scale=0.75)
+# Feel free to tune the scheduler
+pipeline.scheduler = EulerAncestralDiscreteScheduler.from_config(
+    pipeline.scheduler.config, timestep_spacing='trailing'
+)
+pipeline.to('cuda:0')
+# Run the pipeline
+cond = Image.open(requests.get("https://d.skis.ltd/nrp/sample-data/0_cond.png", stream=True).raw)
+depth = Image.open(requests.get("https://d.skis.ltd/nrp/sample-data/0_depth.png", stream=True).raw)
+result = pipeline(cond, depth_image=depth).images[0]
+result.show()
+result.save("output.png")
+```