---
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-0008.jpg)


## Prompt Format
The prompt format is as follows:

```javascript
{template keywords} + [company name] + [concept & country] + {template keywords}
```

For example:

Colored logo
```text
Simple elegant logo for **[Google]**, **[G circle United states]**, successful vibe, minimalist, thought-provoking, abstract, recognizable
```
monochrome logo
```text
Simple elegant logo for **[Google]**, **[G circle United states]**, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
```

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

Here are some examples of prompts:

- Simple elegant logo for Digital Art, **D A square**, successful vibe, minimalist, thought-provoking, abstract, recognizable
- Simple elegant logo for 3M Technology, **3 M square United states**, successful vibe, minimalist, thought-provoking, abstract, recognizable
- Simple elegant logo for 42Studio, **lines drop fire flame water**, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges