Update README.md

README.md

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-The SDXL Turbo model is converted to OpenVINO for the fast inference on CPU. This model is intended for research purpose only. 
+The SDXL Turbo model is converted to OpenVINO for the fast inference on CPU. This model is intended for research purposes only. 
 
 Original Model : [sdxl-turbo](https://huggingface.co/stabilityai/sdxl-turbo)
 
+You can use this model with [FastSD CPU](https://github.com/rupeshs/fastsdcpu).
+
+![Sample](./out_image.png)
+
+To run the model yourself, you can leverage the 🧨 Diffusers library:
+
+1. Install the dependencies:
+```
+pip install optimum-intel openvino diffusers onnx
+```
+2. Run the model:
+```py
+from optimum.intel.openvino.modeling_diffusion import OVStableDiffusionXLPipeline
+
+pipeline = OVStableDiffusionXLPipeline.from_pretrained(
+    "rupeshs/sdxl-turbo-openvino-int8",
+    ov_config={"CACHE_DIR": ""},
+)
+prompt = "Teddy bears working on new AI research on the moon in the 1980s"
+
+images = pipeline(
+    prompt=prompt,
+    width=512,
+    height=512,
+    num_inference_steps=1,
+    guidance_scale=1.0,
+).images
+images[0].save("out_image.png")
+```
+
+## License 
 The SDXL Turbo Model is licensed under the Stability AI Non-Commercial Research Community License, Copyright (c) Stability AI Ltd. All Rights Reserved.