---
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)

# Avatar 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 style** keyword in your prompt. 
> 
> **Don't use** the **avatar** keyword, because it's already used by the original model but full of messy data.

### 🧨 Diffusers

This model can be used just like any other Stable Diffusion model. For more information,
please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).

You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().

```python
from diffusers import StableDiffusionPipeline
import torch
model_id = "riccardogiorato/avatar-diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")
prompt = "a magical witch with blue hair with avatartwow style"
image = pipe(prompt).images[0]
image.save("./magical_witch.png")
```

# **👇Model👇**

AI Model Weights available at huggingface: https://huggingface.co/riccardogiorato/avatar-diffusion

# Usage

After model loaded, use keyword **avatartwow** in your prompt or even better **avatartwow style**.

## 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)