|
|
|
--- |
|
license: creativeml-openrail-m |
|
base_model: runwayml/stable-diffusion-v1-5 |
|
datasets: |
|
- iamkaikai/amazing_logos_v3 |
|
tags: |
|
- stable-diffusion |
|
- stable-diffusion-diffusers |
|
- text-to-image |
|
- diffusers |
|
inference: true |
|
--- |
|
|
|
# Text-to-image finetuning - iamkaikai/amazing-logos |
|
|
|
This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos_v3** dataset. |
|
Update: this model supports colored logos |
|
|
|
## Training info |
|
|
|
These are the key hyperparameters used during training: |
|
|
|
* Dataset size: 110k |
|
* Epochs: 16 |
|
* Learning rate: 5e-07 |
|
* Batch size: 16 |
|
* Gradient accumulation steps: 1 |
|
* Image resolution: 512 |
|
* Mixed-precision: fp16 |
|
|
|
|
|
|
|
![preview](./grid.jpg) |
|
|
|
|
|
## Prompt Format |
|
The prompt format is as follows: |
|
|
|
```javascript |
|
{template keywords} + [company name] + [concept & country] + [industry] + {template keywords} |
|
``` |
|
|
|
## For example: |
|
|
|
Colored logo |
|
```text |
|
Simple elegant logo for Google, G circle United states, technology, successful vibe, minimalist, thought-provoking, abstract, recognizable |
|
``` |
|
monochrome logo (include "black and white") |
|
```text |
|
Simple elegant logo for Google, G circle United states, technology, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white |
|
``` |
|
|
|
Here are some examples of prompts: |
|
|
|
- Simple elegant logo for Digital Art, **D A square**, **education**, successful vibe, minimalist, thought-provoking, abstract, recognizable |
|
- Simple elegant logo for 3M Technology, **3 M square United states**, **technology and product**, successful vibe, minimalist, thought-provoking, abstract, recognizable |
|
- Simple elegant logo for 42Studio, **lines drop fire flame water**, **design studio**, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges |
|
|
|
|
|
## The [concept & country] section can include words such as: |
|
- lines |
|
- circles |
|
- triangles |
|
- dot |
|
- crosses |
|
- waves |
|
- square |
|
- letters (A-Z) |
|
- 3D |
|
- Angled |
|
- Arrows |
|
- cube |
|
- Diamond |
|
- Hexagon |
|
- Loops |
|
- outline |
|
- ovals |
|
- rectangle |
|
- reflection |
|
- rings |
|
- round |
|
- semicircle |
|
- spiral |
|
- woven |
|
- stars |
|
|
|
|