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--- |
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license: creativeml-openrail-m |
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base_model: runwayml/stable-diffusion-v1-5 |
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datasets: |
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- iamkaikai/amazing_logos_v3 |
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tags: |
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- stable-diffusion |
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- stable-diffusion-diffusers |
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- text-to-image |
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- diffusers |
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inference: true |
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--- |
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# Text-to-image finetuning - iamkaikai/amazing-logos |
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This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos_v3** dataset. |
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Latest Update: Our v2 model is now equipped to support colored logos. |
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## Training info |
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These are the key hyperparameters used during training: |
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* Dataset size: 110k |
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* Epochs: 16 |
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* Learning rate: 5e-07 |
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* Batch size: 16 |
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* Gradient accumulation steps: 1 |
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* Image resolution: 512 |
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* Mixed-precision: fp16 |
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## Prompt Format |
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The prompt format is as follows: |
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```javascript |
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{template keywords} + [company name] + [concept & country] + [industry] + {template keywords} |
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``` |
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## For example: |
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Colored logo |
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```text |
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Simple elegant logo for Google, G circle United states, technology, successful vibe, minimalist, thought-provoking, abstract, recognizable |
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``` |
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monochrome logo (include "black and white") |
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```text |
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Simple elegant logo for Google, G circle United states, technology, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white |
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``` |
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Here are some examples of prompts: |
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- Simple elegant logo for Digital Art, **D A square**, **education**, successful vibe, minimalist, thought-provoking, abstract, recognizable |
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- Simple elegant logo for 3M Technology, **3 M square United states**, **technology and product**, successful vibe, minimalist, thought-provoking, abstract, recognizable |
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- 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 |
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## The [concept & country] section can include words such as: |
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- lines |
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- circles |
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- triangles |
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- dot |
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- crosses |
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- waves |
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- square |
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- letters (A-Z) |
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- 3D |
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- Angled |
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- Arrows |
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- cube |
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- Diamond |
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- Hexagon |
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- Loops |
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- outline |
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- ovals |
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- rectangle |
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- reflection |
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- rings |
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- round |
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- semicircle |
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- spiral |
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- woven |
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- stars |
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I invest in cloud GPU rentals to train my models. If you value what I do, consider buying me a coffee ☕️. Your support means a lot! https://www.buymeacoffee.com/iamkaikai666 |
