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

Examples

Gucci SS18 style, marilyn monroe wearing elegant dress made of crystals

Gucci SS18 style, young nicole kidman wearing a pink sequins leotard, 70s, glam rock

Gucci SS18 style, david bowie, suit, 70s, glam rock

Gucci SS18 style, young nicole kidman wearing a pink sequins leotard, stocking, 70s, glam rock

Gucci SS18 style, david bowie

Model description

These are tonyassi/gucci-ss18-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.