SDXL LoRA DreamBooth - tonyassi/mugler-fw97-fashion-lora

by Tony Assi

Dreambooth Lora style based on the Mugler FW97 collection.

Trigger words

Use Mugler FW97 style in the prompt to trigger the style.

How to use

pip install diffusers accelerate

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/mugler-fw97-fashion-lora")
pipe.to("cuda")

# Generate image
prompt = "Mugler FW97 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

Mugler FW97 style, Bettie Page holding a whip

Mugler FW97 style, Spock, Star Trek

Mugler FW97 style, John Travolta

Mugler FW97 style, Bettie Page

Mugler FW97 style, Emma Stone

Mugler FW97 style, Emma Stone

Model description

These are tonyassi/mugler-fw97-fashion-lora LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

The weights were trained using DreamBooth.

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 them in the Files & versions tab.