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
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.
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Model tree for tonyassi/gucci-ss18-fashion-lora
Base model
stabilityai/stable-diffusion-xl-base-1.0