SDXL LoRA DreamBooth - tonyassi/margiela-ss24-fashion-lora

by Tony Assi

Dreambooth Lora style based on the Margiela SS24 collection.

Trigger words

Use Margiela SS24 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/margiela-ss24-fashion-lora")
pipe.to("cuda")

# Generate image
prompt = "Margiela SS24 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

Margiela SS24 style, megan fox wearing a gold mesh dress with crystals

Margiela SS24 style, emma stone wearng a pink sequin leotard, puff sleves, rhinestone stockings

Margiela SS24 style, jeff goldblum

Margiela SS24 style, megan fox wearing a mesh dress with crystals

Margiela SS24 style, jeff goldblum wearing a corset

Model description

These are tonyassi/margiela-ss24-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.