Update README.md

README.md

@@ -5,9 +5,10 @@ tags:
 - stable-diffusion-diffusers
 - text-guided-to-image-inpainting
 - endpoints-template
-thubmnail: https://huggingface.co/philschmid/stable-diffusion-2-inpainting-endpoint/resolve/main/Stable%20Diffusion%20Inference%20endpoints%20-%20inpainting.png
+thumbnail: "https://huggingface.co/philschmid/stable-diffusion-2-inpainting-endpoint/resolve/main/Stable%20Diffusion%20Inference%20endpoints%20-%20inpainting.png"
 ---
 
+
 # Fork of [stabilityai/stable-diffusion-2-inpainting](https://huggingface.co/stabilityai/stable-diffusion-2-inpainting)
 
 > Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input.
@@ -21,15 +22,7 @@ This repository implements a custom `handler` task for `text-guided-to-image-inp
 
 There is also a [notebook](https://huggingface.co/philschmid/stable-diffusion-2-inpainting-endpoint/blob/main/create_handler.ipynb) included, on how to create the `handler.py`
 
-**How it works:**
-`image`          | `mask_image`
-:-------------------------:|:-------------------------:|
-<img src="https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png" alt="drawing" width="300"/> | <img src="https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png" alt="drawing" width="300"/>
-
-
-`prompt`          | `Output`
-:-------------------------:|:-------------------------:|
-<span style="position: relative;bottom: 150px;">Face of a bengal cat, high resolution, sitting on a park bench</span> | <img src="https://huggingface.co/philschmid/stable-diffusion-2-inpainting-endpoint/resolve/main/result.png" alt="drawing" width="300"/>
+![thubmnail](Stable%20Diffusion%20Inference%20endpoints%20-%20inpainting.png)
 
 
 ### expected Request payload