đ Wizard's Vintage Romance Novel
This project focuses on generating Harlequin romance book cover images. It uses a LoRA model based on the FLUX.1 - dev base model, enabling users to create unique and interesting book cover images through specific prompts.
đ Quick Start
Prerequisites
Before using this model, ensure that you have installed the necessary libraries, especially the diffusers library.
Steps
- Trigger the image generation by using the specific prompt
Harlequin Romance Book Cover.
- You can download the model weights in Safetensors format from the Files & versions tab.
- Use the provided Python code example to generate images with the model.
⨠Features
- Case - Sensitive LoRA: The LoRA used in this project is case - sensitive to a certain degree, which can generate more accurate results according to the prompt.
- Multiple Prompt Formats: Support different prompt formats, such as "A Harlequin romance book cover with the title 'YYY'" and "Photo of a Harlequin romance book cover with the title 'YYY'".
- Ratio Adaptability: You can use a 2:3 ratio for a single book cover, and adjust the prompt for landscape - style multiple - book images.
đĻ Installation
Weights for this model are available in Safetensors format. You can Download them in the Files & versions tab.
đģ Usage Examples
Basic Usage
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]
Advanced Usage
For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers
đ Documentation
Model description
The original "The Wizard's Vintage Romance Novel" is now available for FLUX.
Best use for FLUX:
- This LoRA is case - sensitive to a certain degree.
- Prompt format 1: A Harlequin romance book cover with the title "YYY".
- Prompt format 2: Photo of a Harlequin romance book cover with the title "YYY".
- Use 2:3 Ratio for a single book, use landscape if you want more (adjust prompt).
- Feel free to ask questions in the comments.
- Post in the gallery.
Most of my examples use these settings:
Hyper 8 - step LoRA, 10 - 12 steps DDIM Trailing (SGM Uniform), CFG: 3.5
Be sure to check out my other 'Text' - based LoRAs:
https://civitai.com/user/WizardWhitebeard/models
Trigger words
You should use Harlequin Romance Book Cover to trigger the image generation.
đ License
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Transformers
Safetensors