Update readme

README.md

@@ -1,7 +1,7 @@
 ---
 language: 
   - en
-thumbnail: "https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v1.jpg"
+thumbnail: "https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v2.jpg"
 tags:
 - anime
 - stable-diffusion
@@ -12,13 +12,25 @@ license: "creativeml-openrail-m"
 # Anime-Pencil-Diffusion
 A dreambooth finetune of stable diffusion 1.5 model that will output stuff in anime pencil concept drawing style.
 
-# Currently uploading please wait
+# Usage
+Keep the words `anime pencil concept style` towards the beginning of your prompt to invoke the finetuned style.
+
+# V2 Currently uploading please wait
+
+## Anime-Pencil-Diffusion-V2
+Trained for 4000 steps, constant learning rate of 0.00000172 on 40 iamges with 1000 images of `illustration style` for regularization
+
+### Examples generated by the v2 model
+<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v2.jpg"/>
+
 
 ## Anime-Pencil-Diffusion-V1
+Trained on 2400 steps, constant learning rate of 0.00000172 on 16 images with 1000 images of `illustration style` for regularization
+
+### Examples generated by the v1 model
 <img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v1.jpg"/>
 
-### Usage
-Keep the words `anime pencil concept style` towards the beginning of your prompt to invoke the finetuned style.
+
 
 # Socials
 - Use the #AnimePencilConceptStyle so i can see the cool stuff you make!