metadata

license: creativeml-openrail-m
base_model: runwayml/stable-diffusion-v1-5
datasets:
  - iamkaikai/amazing_logos_v2
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_v2 dataset.

Training info

These are the key hyperparameters used during training:

Dataset size: 10k
Epochs: 20
Learning rate: 1e-07
Batch size: 1
Gradient accumulation steps: 1
Image resolution: 512
Mixed-precision: fp16

Prompt Format

The prompt format is as follows:

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

For example:

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 circle, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
Simple elegant logo for 3M Technology Products, 3 M square United states, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
Simple elegant logo for 38Energy, lines drop fire flame water, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges, black and white