Update README.md

README.md

@@ -1,7 +1,7 @@
 ---
 language: 
   - en
-thumbnail: "https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v3.jpg"
+thumbnail: "https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v5.jpg"
 tags:
 - anime
 - stable-diffusion
@@ -13,37 +13,58 @@ license: "creativeml-openrail-m"
 A dreambooth finetune of stable diffusion 1.5 model that will output stuff in anime pencil concept drawing style.
 
 # Usage
-Keep the words `anime pencil concept style` towards the beginning of your prompt to invoke the finetuned style.
+Follow the directions under each version.
+
+## Anime-Pencil-Diffusion-V5
+Trained for 400,000 steps, constant learning rate of 0.0000002 on 5000 images with 0 images for regularization.
+
+### Examples generated by the v4 model
+<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v5.jpg"/>
+
+# Usage
+Include `animepencilconcept style` in prompt to invoke the finetuned style.
+<img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v5-prompt-comparison.jpg"/>
 
-# V4 note:
-I'd say wait for v5 or use earlier versions, since I'm dumb and didn't train the text encoder nor used regularization images for v4 training, Wasted lots of electricity on v4, hope v5 is way better in terms of style
 
 ## Anime-Pencil-Diffusion-V4
-Trained for 160000 steps, constant learning rate of 0.000001 on 526 images with 0 images for regularization and no text encoder training
+Trained for 160,000 steps, constant learning rate of 0.000001 on 526 images with 0 images for regularization and no text encoder training
 
 ### Examples generated by the v4 model
 <img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v4.jpg"/>
 
+# Usage
+Keep the words `anime pencil concept style`
+
+
 ## Anime-Pencil-Diffusion-V3
-Trained for 12000 steps, constant learning rate of 0.0000005 on 80 images with 1000 images of `illustration style` for regularization
+Trained for 12,000 steps, constant learning rate of 0.0000005 on 80 images with 1000 images of `illustration style` for regularization
 
 ### Examples generated by the v3 model
 <img src="https://huggingface.co/yehiaserag/anime-pencil-deffusion/resolve/main/example-v3.jpg"/>
 
+# Usage
+Keep the words `anime pencil concept style`
+
 
 ## Anime-Pencil-Diffusion-V2
-Trained for 4000 steps, constant learning rate of 0.00000172 on 40 images with 1000 images of `illustration style` for regularization
+Trained for 4,000 steps, constant learning rate of 0.00000172 on 40 images 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"/>
 
+# Usage
+Keep the words `anime pencil concept style`
+
 
 ## 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
+Trained on 2,400 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`
+
 
 
 # Socials