---
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](https://www.tonyassi.com/)

Dreambooth Lora style based on the [Gucci SS18](https://www.vogue.com/fashion-shows/spring-2018-ready-to-wear/gucci) collection.

![](https://cdn.discordapp.com/attachments/1120417968032063538/1207054482253545482/gucci-spring-2018-ready-to-wear-1.png?ex=65de4016&is=65cbcb16&hm=ae523fa3240cc3d1ef1ed70e6695d2556db0c3480550994889084435016758ce&)

## Trigger words
Use **Gucci SS18 style** in the prompt to trigger the style.

## How to use
```bash
pip install diffusers accelerate
```

```python
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
![](https://cdn.discordapp.com/attachments/1120417968032063538/1207065510416490506/Gucci_SS18_style_marilyn_monroe_wearing_elegant_dress_made_of_crystals.png?ex=65de4a5b&is=65cbd55b&hm=4ad902b026b9dd0d77965022920d2626773e157bdb02f077e754a6cfd2335078&)
**Gucci SS18 style, marilyn monroe wearing elegant dress made of crystals**

![](https://cdn.discordapp.com/attachments/1120417968032063538/1207065510802358272/Gucci_SS18_style_young_nicole_kidman_wearing_a_pink_sequins_leotard_70s_glam_rock.png?ex=65de4a5b&is=65cbd55b&hm=9063fad06244703dc875197c396ddc972ac660f30bb0434ab9026a01d7adcf25&)
**Gucci SS18 style, young nicole kidman wearing a pink sequins leotard, 70s, glam rock**

![](https://cdn.discordapp.com/attachments/1120417968032063538/1207065509506584627/Gucci_SS18_style_david_bowie_suit_70s_glam_rock.png?ex=65de4a5b&is=65cbd55b&hm=b27d4d0c937633cb7939dfe358b0f4219a72127f20b522303310c4dcb735d506&) 
**Gucci SS18 style, david bowie, suit, 70s, glam rock**

![](https://cdn.discordapp.com/attachments/1120417968032063538/1207065511209345064/Gucci_SS18_style_young_nicole_kidman_wearing_a_pink_sequins_leotard_stocking_70s_glam_rock.png?ex=65de4a5c&is=65cbd55c&hm=44517e4c123285b4a64d65583668f5d28885c2c571959decf4719ecd71d45867&)
**Gucci SS18 style, young nicole kidman wearing a pink sequins leotard, stocking, 70s, glam rock**

![](https://cdn.discordapp.com/attachments/1120417968032063538/1207065510047645748/Gucci_SS18_style_david_bowie.png?ex=65de4a5b&is=65cbd55b&hm=6adee4b4af51a43d9ece17f989790b4b1c712c0093885fc224d45e21bd651cee&)
**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](https://dreambooth.github.io/).

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](https://huggingface.co/tonyassi/gucci-ss18-fashion-lora/tree/main) them in the Files & versions tab.