Update README.md

README.md

@@ -18,7 +18,7 @@ The original Perturbed-Attention Guidance for unconditional models and SD1.5 by
 Also there is an extra implementation of the Perturbed-Attention Guidance (PAG) on Stable Diffusion XL (SDXL) for the 🧨 diffusers library by [multimodalart](https://huggingface.co/multimodalart)
 [code](https://huggingface.co/multimodalart/sdxl_perturbed_attention_guidance) / [demo](https://huggingface.co/spaces/multimodalart/perturbed-attention-guidance-sdxl) 
 
-This repository is just a simple implementation of the Perturbed-Attention Guidance (PAG) on Stable Diffusion XL (SDXL) for the 🧨 diffusers library to "i2i".
+This repository is just a simple implementation of the Perturbed-Attention Guidance (PAG) on Stable Diffusion XL (SDXL) for the 🧨 diffusers library to "image-to-image".
 
 
 ## Quickstart
@@ -37,28 +37,28 @@ pipe = pipe.to(device)
 ```
 
 Unconditional sampling with PAG:
-![image/jpeg](uncond_generation_pag.jpg)
+![image/jpeg](example 1.png)
 
 ```py
 output = pipe(
         "",
         image=init_image,
-        strength=0.9,
-        num_inference_steps=50,
+        strength=0.6,
+        num_inference_steps=40,
         guidance_scale=0.0,
-        pag_scale=5.0,
+        pag_scale=4.0,
         pag_applied_layers=['mid']
     ).images
 ```
 
 Sampling with PAG and CFG:
-![image/jpeg](cfgpag.jpg)
+![image/jpeg](example 2.png)
 ```py
 output = pipe(
-        "the spirit of a tamagotchi wandering in the city of Vienna",
+        "A man with hoodie on is looking at sky, photo",
         image=init_image,
-        strength=0.9,
-        num_inference_steps=25,
+        strength=0.6,
+        num_inference_steps=40,
         guidance_scale=4.0,
         pag_scale=3.0,
         pag_applied_layers=['mid']