update README

README.md

@@ -1,3 +1,44 @@
 ---
+language: 
+  - en
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- Avatar
+- Avatar The Way of Water
+- film
+- James Cameron
 license: creativeml-openrail-m
 ---
+
+<center><img src="https://huggingface.co/riccardogiorato/avatar-diffusion/resolve/main/assets/avatartwow.png" width="512" height="512"/></center>
+
+![visitors](https://visitor-badge.glitch.me/badge?page_id=riccardogiorato-avatar-diffusion)
+
+# Beeple Diffusion
+
+An AI model that generates artwork with Avatar style!
+
+Based of a finetuned Stable Diffusion V1.5, trained in Dreambooth with more than 50 images from the latest trailer Avatar: The Way of Water.
+
+By [riccardogiorato](https://twitter.com/riccardogiorato)
+
+> **Note**: To get the Avatar styles, use the **avatartwow** keyword in your prompt. Don't use the **avatar** keyword, because it's already used by the original model but full of messy data.
+
+# **👇Model👇**
+
+AI Model Weights available at huggingface: https://huggingface.co/riccardogiorato/avatar-diffusion
+
+# Usage
+
+After model loaded, use keyword **avatartwow** in your prompt.
+
+## License
+
+This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage.
+The CreativeML OpenRAIL License specifies: 
+
+1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content 
+2. The authors claim no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
+3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully)
+[Please read the full license here](https://huggingface.co/spaces/CompVis/stable-diffusion-license)