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: mgm film
license: openrail++
---
    
# SDXL LoRA DreamBooth - tonyassi/mgm

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

Dreambooth style based on classic MGM Films. Try the [demo](https://huggingface.co/spaces/tonyassi/MGM-Film-Diffusion).

## Trigger words
Use **mgm film** in the prompt to trigger the MGM 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/mgm")
pipe.to("cuda")

# Generate image
prompt = "mgm film megan fox pinup girl"
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/wIOrSpg1A3EGGxyeHxUJP.png)
**mgm film bettie page outside a mansion with two poodles**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/zWFdlerT_WVBTwHWFZVa5.png)
**mgm film asap rocky eating in a fancy restaurant, 1950s**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/cbZ-wYXU-2y_BkZWFiw9P.png)
**mgm film megan fox pinup girl**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/WQTf4lsKq83Depv2Uag6_.png)
**mgm film lady gaga in a limo, neon lights, pet snake**

![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/qZFcvpxZZyx46D0aMgN5M.png)
**mgm film asap rocky in the wizard of oz**

## Model description
These are tonyassi/mgm 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/mgm/tree/main) them in the Files & versions tab.