choeeiden/notion-style-illustration-models

🪶 Notion-Style Illustration Model

A fine-tuned Stable Diffusion model for soft, minimal, and watercolor-style illustrations

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✨ Overview

Notion-Style Illustration Model generates minimal, soft watercolor-style illustrations.
It is a fine-tuned model based on Stable Diffusion.
Designed to produce clean and tasteful flat-tone images
for use in Notion, blogs, and presentations.

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🌐 Demo

💻 Try it on Hugging Face Spaces [→] choeeiden/notion-style-illustration https://huggingface.co/spaces/choeeiden/notion-style-illustration

🧩 Model Details

Item	Description
Base model	runwayml/stable-diffusion-v1-5
Fine-tuned for	Flat, clean, Notion-style illustrations
Format	.safetensors
Framework	🤗 diffusers
Author	@choeeiden
Model file	otion_1759657289_last.safetensors

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💻 Usage (Python)

from diffusers import StableDiffusionPipeline
from huggingface_hub import hf_hub_download
import torch

# Download model
local_path = hf_hub_download(
    repo_id="choeeiden/notion-style-illustration-models",
    filename="weights/otion_1759657289_last.safetensors"
)

# Load pipeline
pipe = StableDiffusionPipeline.from_single_file(
    pretrained_model_link_or_path=local_path,
    torch_dtype=torch.float16  # Use torch.float32 on CPU
).to("cuda")

# Generate image
prompt = "a man reading a book while sitting on a stack of books, soft watercolor, minimal notion-style"
image = pipe(prompt).images[0]
image.save("output.png")

🧠 Prompt Tips

Recommended prompts

• soft watercolor, notion-style illustration, flat design, light tone
• two people talking in a minimalist office
• a woman writing notes with pastel colors

Avoid

• photorealistic, cinematic lighting, 3d render, glossy, realistic texture

📜 License
This model is available for non-commercial research and educational use.
When sharing generated images, please credit @choeeiden.

🪴 Acknowledgements
stabilityai/stable-diffusion-1.5

Fine-tuned and hosted by @choeeiden

Built with ❤️ using 🤗 Diffusers