Update README.md

README.md

@@ -8,13 +8,13 @@ tags:
 Project page: https://peter-sushko.github.io/RealEdit/  
 Data: https://huggingface.co/datasets/peter-sushko/RealEdit
 
-<img src="https://peter-sushko.github.io/RealEdit/static/images/teaser.svg"/>
+<img src="https://peter-sushko.github.io/RealEdit/static/images/teaser.svg"/>  
 
 
 
-This is the model introduce in realedit paper. There are 2 ways to run inference: either via Diffusers or original InstructPix2Pix pipeline. 
+**There are 2 ways to run inference: either via Diffusers or original InstructPix2Pix pipeline.**
 
-Option 1: Diffusers library:
+**Option 1: With 🧨Diffusers:**
 
 Install diffusers, transformers library:
 
@@ -53,10 +53,10 @@ image = download_image(url)
 prompt = "turn him into cyborg"
 images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
 images[0]
-```
+```  
 
 
-Option 2: via InstructPix2Pix pipeline:
+**Option 2: via InstructPix2Pix pipeline:**
 
 Clone the repository and set up the directory structure: