metadata

license: creativeml-openrail-m
base_model: runwayml/stable-diffusion-v1-5
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - lora
inference: true
datasets:
  - iamkaikai/amazing_logos
pipeline_tag: text-to-image

This pipeline uses a LoRA model that has been finetuned from the runwayml/stable-diffusion-v1-5 base model on the iamkaikai/amazing_logos dataset with Nvidia A6000.

train_batch_size=14
gradient_accumulation_steps=30
max_train_steps=3000
learning_rate=1e-04
lr_scheduler="cosine" --lr_warmup_steps=2900

Prompt Format

The prompt format is as follows:

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

For example:

Simple elegant logo for a **[Google]**, **[G circle United states]**, successful vibe, minimalist, thought-provoking, abstract, recognizable

The [concept & country] section can include words such as:

lines
circles
triangles
dot
cross
waves
square
letters (A-Z).

Here are some examples of prompts:

Simple elegant logo for a Digital Art, D A circle, successful vibe, minimalist, thought-provoking, abstract, recognizable
Simple elegant logo for a 3M Technology Products, 3 M lines United states, successful vibe, minimalist, thought-provoking, abstract, recognizable
Simple elegant logo for a 38Energy, lines drop fire flame water, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges

iamkaikai
/

amazing-logos-lora

Prompt Format

Preview