--- 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. Latest Update: v3 model expands the training dataset to 200k imgages. ## Training info These are the key hyperparameters used during training: * Dataset size: 200k * Epochs: 7 * Learning rate: 5e-07 * Batch size: 1 * Gradient accumulation steps: 2 * Image resolution: 512 * Mixed-precision: fp16 ![preview](./grid.jpeg) ## 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