SDXL LoRA DreamBooth - tonyassi/balenciaga-r22-fashion-lora

by Tony Assi

Dreambooth Lora style based on the Balenciaga R22 collection.

Trigger words

Use Balenciaga R22 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/balenciaga-r22-fashion-lora")
pipe.to("cuda")

# Generate image
prompt = "Balenciaga R22 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

Balenciaga R22 style, Natalie Portman, Padmé Amidala, Star Wars

Balenciaga R22 style, Timothee Chalamet wearing a puffer jacket

Balenciaga R22 style, Darth Vader

Balenciaga R22 style, Anna Wintour

Balenciaga R22 style, Darth Vader

Balenciaga R22 style, Kendall Jenner wearing a red coat

Model description

These are tonyassi/balenciaga-r22-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.