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: Gucci SS18 style
license: openrail++

SDXL LoRA DreamBooth - tonyassi/gucci-ss18-fashion-lora

by Tony Assi

Dreambooth Lora style based on the Gucci SS18 collection.

Trigger words

Use Gucci SS18 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/gucci-ss18-fashion-lora")
pipe.to("cuda")

# Generate image
prompt = "Gucci SS18 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