metadata

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: Margiela SS24 style
license: openrail++

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