README.md

---
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
language:
- en
tags:
- flux
- diffusers
- lora
- pen
- calligraphy
- typography
- lettering
- medieval type
- tattoo font
- graphic design
- font
- vintage
- retro
- art direction
base_model: black-forest-labs/FLUX.1-dev
pipeline_tag: text-to-image
instance_prompt: TOK
---
![Cover](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/Cover_Retro_Pen_Lettering.jpg)

# Retro Pen Lettering Flux Lora

Sharing here the first of my Flux LoRas for Graphic Designers, Art directors and Creative Industries.
A fine tuned retro pen lettering and calligraphy model for Flux-dev. 

Dataset from old lettering books, carefully selected, upscaled, refined and manual captioned for better quality and adherence.

I share here some unrefined and uncherry-picked outputs, along with a sample photo of the dataset used for this special LoRa for typography lovers. 
Share your generations! 🧙‍♂️🌟

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

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

Triggers: TOK, in the style of TOK

Best setup is:

CFG: 3-4

Euler - Normal

Steps: 25-30


# Outputs

![Output 1](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/1.png)

![Output 2](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/2.png)

![Output 4](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/4.jpeg)

![Output 5](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/5.png)

![Output 6](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/6.png)

![Output 7](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/7.png)

![Output 8](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/8.png)

![Output 9](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/9.png)

![Output 10](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/10.png)

![Output 11](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/11.png)

![Output 12](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/12.jpeg)

![Output 13](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/13.jpeg)

![Output 14](https://huggingface.co/Agusdor/pen_lettering_flux_lora/resolve/main/14.png)




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

```py
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]
```

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)