Update README.md

README.md

@@ -2,3 +2,24 @@
 license: openrail++
 library_name: diffusers
 ---
+
+**Amazon EC2 Inf2 Instances**
+
+- Instance Size: inf2.xlarge
+- https://aws.amazon.com/ec2/instance-types/inf2/
+
+**How to use Diffusers library for inference**
+
+```
+from optimum.neuron import NeuronStableDiffusionXLPipeline
+
+model_id = "dminhk/stable-diffusion-xl-base-1.0-neuronx"
+input_shapes = {"batch_size": 1, "height": 1024, "width": 1024}
+
+stable_diffusion_xl = NeuronStableDiffusionXLPipeline.from_pretrained(model_id, export=False, **input_shapes, device_ids=[0,1])
+```
+
+```
+prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
+image = stable_diffusion_xl(prompt).images[0]
+```