balenciaga-r22-fashion-lora – AI Model by tonyassi | AlphaNeural AI

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tonyassi/
balenciaga-r22-fashion-lora

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stable-diffusion-xl

stable-diffusion-xl-diffusers

stabilityai/stable-diffusion-xl-base-1.0

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

Dreambooth Lora style based on the Balenciaga R22 collection.

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Trigger words

Use Balenciaga R22 style in the prompt to trigger the style.

How to use

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/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

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

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Balenciaga R22 style, Timothee Chalamet wearing a puffer jacket

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Balenciaga R22 style, Darth Vader

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Balenciaga R22 style, Anna Wintour

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Balenciaga R22 style, Darth Vader

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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.