Update README.md

README.md

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 license: creativeml-openrail-m
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-**Update:** Arcane Diffusion v3 coming soon (already in training)!
-
-**Arcane Diffusion**
+# Arcane Diffusion
 This is the fine-tuned Stable Diffusion model trained on images from the TV Show Arcane.
 Use the tokens **arcane style** in your prompts for the effect.
 
-Sample images used for training:
-![Training Samples](https://huggingface.co/nitrosocke/Arcane-Diffusion/resolve/main/arcane-diffusion-training-images.jpg)
+If you enjoy this model, please check out my other models on [Huggingface](https://huggingface.co/nitrosocke)
 
-Sample images from the model:
+### Sample images from the model:
 ![output Samples](https://huggingface.co/nitrosocke/Arcane-Diffusion/resolve/main/arcane-diffusion-output-images.jpg)
+### Sample images used for training:
+![Training Samples](https://huggingface.co/nitrosocke/Arcane-Diffusion/resolve/main/arcane-diffusion-training-images.jpg)
 
 **Version 2** (arcane-diffusion-v2): This uses the diffusers based dreambooth training and prior-preservation loss is way more effective. The diffusers where then converted with a script to a ckpt file in order to work with automatics repo.
 Training was done with 5k steps for a direct comparison to v1 and results show that it needs more steps for a more prominent result. Version 3 will be tested with 11k steps.