Update README.md

README.md

@@ -1,4 +1,22 @@
 ---
 license: creativeml-openrail-m
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-This is an inpainting model, which has been converted from the [realisticVisionV51_v51VAE-inpainting](https://civitai.com/models/4201?modelVersionId=130090).
+This is an inpainting model, which has been converted from the [realisticVisionV51_v51VAE-inpainting](https://civitai.com/models/4201?modelVersionId=130090).
+
+How to load the model : 
+
+```python
+model_id = "sukkritsharma/realisticVisionV51_v51VAE-inpainting-onnx-fp16"
+pipe = OnnxStableDiffusionInpaintPipeline.from_pretrained(model_id, 
+                                                              revision='fp16',
+                                                              provider="CUDAExecutionProvider",
+                                                             )
+```
+
+How to run inference : 
+```python
+img = pipe(prompt=prompt,
+           image=init_image,
+           mask_image=mask_image,
+           num_inference_steps=30).images[0]
+```