---
license: other
license_name: bespoke-lora-trained-license
license_link: https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Rent&allowDerivatives=False&allowDifferentLicense=False
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
- vintage
- pulp art
- style
- harlequin
- romance novel

base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: Book cover of a vintage romance novel
widget:
- text: 'book cover of a vintage romance novel depicting kanye west in a romantic scene with kanye west'
  output:
    url: >-
      5033837.jpeg
- text: 'book cover of a harlequin romance novel book cover of a vintage romance novel called "praise the sun", depicting Solaire of Astora from dark souls with both hands stretched up'
  output:
    url: >-
      5033836.jpeg
- text: 'book cover of a vintage romance novel called "a real man a tee" depicting a manatee casanova'
  output:
    url: >-
      5033831.jpeg
- text: ' '
  output:
    url: >-
      5033820.jpeg
- text: 'book cover of a vintage romance novel depicting John Legend'
  output:
    url: >-
      5033958.jpeg

---

# The Wizard's Vintage Romance Novel 

<Gallery />





## Model description

<p>SDXL version</p><h3 id="heading-769">The Wizard's Vintage Romance Novel</h3><p>Generates a book cover inspired by harlequin romance novels. Look differ depending on which checkpoint model you use.</p><p><strong>Best use: <br /></strong>• 2:3 ratio<br />• Prompt format 1: Book cover of a vintage romance novel called "YYY" <br />• Prompt format 2: Cover of a Harlequin romance novel called "YYY", depicting ZZZ<br />• If you struggle with the title, try using following: (title logo "YYY":1.3)<br />• Use artist prompt to tweak the style<br />• Use a lower weight if you want to get lose the typical "harlequin" layout</p>

## Trigger words
You should use `Book cover of a vintage romance novel`, `Cover of a Harlequin romance novel` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/WizWhite/the-wizard-s-vintage-romance-novel/tree/main) them in the Files & versions tab.

## Other versions
FLUX model available here
[Wizard's vintage romance novel SDXL](/WizWhite/Wizards_vintage_romance_novel-FLUX/tree/main)
    

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('WizWhite/the-wizard-s-vintage-romance-novel', weight_name='wizards_vintage_romance.safetensors')
image = pipeline('book cover of a vintage romance novel depicting John Legend').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)