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

base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Harlequin Romance Book Cover 
widget:
- text: 'Photo of a harlequin romance book cover with the title "The Wizard''s Vintage Romance". The book is on a bedside table. It features a pulp art illustration of Wizard Whitebeard with a long white beard. Promotional sticker on the bottom say "THE ORIGINAL - now for FLUX"
'
  
  output:
    url: >-
      31320069.jpeg
- text: 'a Harlequin romance book cover with the title "DARTH VADER the PANTY RAIDER"'
  
  output:
    url: >-
      31320175.jpeg
- text: 'a Harlequin romance book cover with the title for "BATH MAN", depicting Batman in a bath tub. His butler Alfred is standing in the background, holding a towel'
  
  output:
    url: >-
      31320275.jpeg
- text: 'a Harlequin romance book cover with the title "Stormy Sky: Moist Mushroom". with a pulp art illustration of a President sitting on the side of the bed, wearing a red MAGA cap'
  
  output:
    url: >-
      31320311.jpeg
- text: 'a Harlequin romance book cover with the title "Executing manual override". Featuring C-3PO
'
  
  output:
    url: >-
      31320375.jpeg
- text: 'a Harlequin romance book cover with the title "Cranking the stank shank". Featuring Doctor Strange
'
  
  output:
    url: >-
      31320444.jpeg
- text: 'a Harlequin romance book cover with the title "Legend of The Manatee Lover"
'
  
  output:
    url: >-
      31323398.jpeg
- text: 'a Harlequin romance book cover with the title "Legend of The Manatee Lover"
'
  
  output:
    url: >-
      31323409.jpeg
- text: 'a Harlequin romance book cover with the title "Legend of The Manatee Lover"
'
  
  output:
    url: >-
      31324316.jpeg
- text: 'Three Harlequin romance books on a table, the left one is called "Rock", the book in the middle has the title "Paper", and the one to the right is "Scissors"'
  
  output:
    url: >-
      31323591.jpeg
- text: 'a Harlequin cook book cover with the title "Yeezy''s Fish Sticks Recipes". with a pulp art illustration of Kanye West in the kitchen'
  
  output:
    url: >-
      31323718.jpeg
- text: 'Photo of a harlequin romance book cover with the title "The Wizard''s Vintage Romance". The book is on a bedside table. It features a pulp art illustration of Wizard Whitebeard with a long white beard. Promotional sticker on the bottom say "THE ORIGINAL - now for FLUX"
'
  
  output:
    url: >-
      31324202.jpeg

---

# Wizard's Vintage Romance Novel 

<Gallery />



([CivitAI](https://civitai.com/models/))

## Model description

<h3 id="the-wizard's-vintage-romance-novel-bxf7xparw">The Wizard's Vintage Romance Novel</h3><p>The original is now available for FLUX.</p><p><strong>Best use for FLUX:</strong><br />• This LoRA is case-sensitive to a certain degree<br />• Prompt format 1: A Harlequin romance book cover with the title "YYY"<br />• Prompt format 2: Photo of a Harlequin romance book cover with the title "YYY"<br />• Use 2:3 Ratio for a single book, use landscape if you want more (adjust prompt)<br />• Feel free to ask questions in the comments<br />• Post in the gallery</p><p><strong>Most of my examples use these settings: </strong><br />Hyper 8-step LoRA, 10-12 steps DDIM Trailing (SGM Uniform), CFG: 3.5</p><p><strong><span style="color:rgb(250, 82, 82)">Be sure to check out my other 'Text'-based LoRAs: </span></strong><br /><a target="_blank" rel="ugc" href="https://civitai.com/user/WizardWhitebeard/models">https://civitai.com/user/WizardWhitebeard/models</a><strong><span style="color:rgb(250, 82, 82)"><br /></span></strong></p>

## Trigger words
You should use `Harlequin Romance Book Cover ` to trigger the image generation.
    

## Download model

Weights for this model are available in Safetensors format.

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

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

```py
from diffusers import AutoPipelineForText2Image
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('WizWhite/wizard-s-vintage-romance-novel', weight_name='Wiz-Vintage_Romance-FLUX.safetensors')
image = pipeline('Photo of a harlequin romance book cover with the title "The Wizard's Vintage Romance". The book is on a bedside table. It features a pulp art illustration of Wizard Whitebeard with a long white beard. Promotional sticker on the bottom say "THE ORIGINAL - now for FLUX"
').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)