Pen Lettering Flux Lora

🚀 Retro Pen Lettering Flux Lora

Sharing a fine - tuned retro pen lettering and calligraphy model for Flux - dev, suitable for Graphic Designers, Art directors and Creative Industries.

This model is based on a dataset from old lettering books. The data has been carefully selected, upscaled, refined, and manually captioned to ensure better quality and adherence. Here, I'm sharing some unrefined and uncherry - picked outputs, along with a sample photo of the dataset, for typography lovers. Feel free to share your generations! 🧙‍♂️🌟

🚀 Quick Start

Download

⬇Download from Civitai⬇ https://civitai.com/models/655773?modelVersionId=733682

Test

⬇You can test it using this workflow for free on OpenArt AI⬇ [https://civitai.com/models/655773/retro - pen - lettering](https://civitai.com/models/655773/retro - pen - lettering) (outdate but working fine)

Triggers

Triggers: TOK, in the style of TOK

Best Setup

• CFG: 3 - 4
• Euler - Normal
• Steps: 25 - 30

✨ Features

• Fine - tuned Model: Specifically designed for retro pen lettering and calligraphy in Flux - dev.
• High - quality Dataset: Derived from old lettering books with careful processing.

📦 Installation

No specific installation steps provided in the original README.

💻 Usage Examples

Basic Usage

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('Agusdor/pen_lettering_flux_lora', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]

Advanced Usage

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

📚 Documentation

The model is a fine - tuned retro pen lettering and calligraphy model for Flux - dev. The dataset is sourced from old lettering books and has undergone multiple processing steps for better quality.

📄 License

• License: apache - 2.0
• License Name: flux - 1 - dev - non - commercial - license
• License Link: [https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md](https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md)

Outputs