4lph4bet-next_v040 / README.md
414design's picture
Update README.md
222e0ec verified
|
raw
history blame
No virus
3.34 kB
metadata
tags:
  - text-to-image
  - stable-diffusion
  - lora
  - diffusers
  - template:sd-lora
widget:
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif, simple, regular
    output:
      url: images/00057-2246810227.png
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, sans, fluid
    output:
      url: images/00068-2246810230.png
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif, round, brush
    output:
      url: images/00070-2246810228.png
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif,bold,playful
    output:
      url: images/00078-2246810228.png
  - text: >-
      <lora:4lph4bet-next_v040:1> 4lph4bet, typography, sans, light, geometric,
      abstract
    output:
      url: images/00083-2246810229.png
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, retro, geometric
    output:
      url: images/00095-2246810228.png
  - text: <lora:4lph4bet-next_v040:1> 4lph4bet, typography, retro, (geometric:.5)
    output:
      url: images/00112-2246810230.png
  - text: >-
      <lora:4lph4bet-next_v040:1> 4lph4bet, typography, fairy, fantasy, floral,
      flower, art nouveau 
    output:
      url: images/00218-3253817665.png
  - text: >-
      <lora:4lph4bet-next_v040:1> 4lph4bet, typography, brutalist, edgy, sharpy,
      boxy
    output:
      url: images/00236-57461198.png
base_model: runwayml/stable-diffusion-v1-5
instance_prompt: 4lph4bet, typography
license: cc-by-sa-4.0

4lph4bet-next_v040 Font Generation LoRA

Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif, simple, regular
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, sans, fluid
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif, round, brush
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, serif,bold,playful
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, sans, light, geometric, abstract
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, retro, geometric
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, retro, (geometric:.5)
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, fairy, fantasy, floral, flower, art nouveau
Prompt
<lora:4lph4bet-next_v040:1> 4lph4bet, typography, brutalist, edgy, sharpy, boxy

Model description

4lph4bet-next_v040 Font Generation LoRA

This LoRA was created using a custom dataset to finetune Stable Diffusion 1.5. This LoRA It will generate a grid of 88 characters in a consistent style and can be used for font generation. There is a Script for post processing and font creating using Calligraphr.

Use

Just add the LoRA to the prompt and us the following parameters as a baseline for further iteration:

  • Trigger words: 4lph4bet, typography
  • Sample steps: 15–35
  • CGF-Scale: 5–9

The model is trained on a variety of tokes to be able to specifically generate among other characteristics:

  • sans, serif
  • light, regular, bold
  • italic

It is recommendes to use Hires fix for initial upscaling. Example parameters:

  • Upscaler: R-ESRGAN 4x+ Anime6B
  • Hires steps: 10
  • Denoising strength: 0.2
  • Upscale by: 2

Post processing

Use this Python Script to create a ready-to-use template for Calligraphr. Before running the script it is recommended to upscale the font grid to 4096 by 4096 pixels.

Using stable-diffusion-webui-vectorstudio for stable-diffusion-webui the grids can be vectorized directly to speed up use in traditional font creation workflows.

License

This LoRA is provided under a CC BY-SA 4.0 license.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.