README.md

---
tags:
- stable-diffusion-xl
- stable-diffusion-xl-diffusers
- text-to-image
- diffusers
- lora
- template:sd-lora

base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: Tony Assi style
license: openrail++
---
    
# SDXL LoRA DreamBooth - tonyassi/tony-assi-lora-1

by [Tony Assi](https://www.tonyassi.com/)

Dreambooth Lora style based on the [Tony Assi](https://www.tonyassi.com/fashion) collection.


## Trigger words
Use **Tony Assi style** in the prompt to trigger the style.

## How to use
```bash
pip install diffusers accelerate
```

```python
import torch
from diffusers import DiffusionPipeline, AutoencoderKL

# Load the pipeline
vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
pipe = DiffusionPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0",
    vae=vae,
    torch_dtype=torch.float16,
    variant="fp16",
    use_safetensors=True
)
pipe.load_lora_weights("tonyassi/tony-assi-lora-1")
pipe.to("cuda")

# Generate image
prompt = "Tony Assi style, megan fox wearing a gold mesh dress with crystals"
image = pipe(prompt=prompt,
             height=1024, 
             width=1024,
             num_inference_steps=50,
             negative_prompt="ugly, deformed face, deformed body").images[0]
image

```

## Examples

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/ILS62bIHKBqhSVdb9nS3e.png)
**Tony Assi style, hunter schafer wearing a mint green mesh outfit with puffy sleeves, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/r7kK5nA4bMVohW4bViFj7.png)
**Tony Assi style, Kendall Jenner wearing a black mesh outfit with puffy black sleeves, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/DKF3LAqZikyznE57Hs5jn.png)
**Tony Assi style, eva mendes wearing clear vinyl outfit, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/otdKwX9jEnhs_JTFHXxgg.png)
**Tony Assi style, Kendall Jenner wearing a black mesh outfit with puffy black sleeves, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/NWXt5EsretJlnnF-FzwOv.png)
**Tony Assi style, Angelina Jolie wearing black mesh outfit, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/K0E_XQb-CnfYxR74zzw1-.png)
**Tony Assi style, Bella Hadid wearing white mesh, white background**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/CAw8DUB6B60TyPsVOblcE.png)
**Tony Assi style, hunter schafer wearing a mint green mesh outfit with puffy sleeves, white background**


## Model description
These are tonyassi/tony-assi-lora-1 LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

The weights were trained  using [DreamBooth](https://dreambooth.github.io/).

LoRA for the text encoder was enabled: False.

Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.

## Download model
Weights for this model are available in Safetensors format.

[Download](https://huggingface.co/tonyassi/tony-assi-lora-1/tree/main) them in the Files & versions tab.