Add diffusers code example

README.md

@@ -24,6 +24,30 @@ The model has been mostly developed by Founder and CEO of Mann-E, [Muhammadreza
 - Scale: 768x768 and 832x832 are just fine. Higher isn't tested. For 16:9 just try 1080x608
 - Sampler : DPM++ SDE Karras
 
+## Use it with diffusers
+
+```py
+from diffusers import DiffusionPipeline, DPMSolverSinglestepScheduler
+import torch
+
+pipe = DiffusionPipeline.from_pretrained(
+    "mann-e/Mann-E_Dreams", torch_dtype=torch.float16
+).to("cuda")
+
+#This is equivalent to DPM++ SDE Karras, as noted in https://huggingface.co/docs/diffusers/main/en/api/schedulers/overview
+pipe.scheduler = DPMSolverSinglestepScheduler.from_config(pipe.scheduler.config, use_karras_sigmas=True)
+
+image = pipe(
+  prompt="a cat in a bustling middle eastern city",
+  num_inference_steps=8,
+  guidance_scale=3,
+  width=768,
+  height=768,
+  clip_skip=1
+).images[0]
+image
+```
+
 ## Additional Notes
 
 - SDXL 1.0 LoRas are working just fine with the model.