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What is Diffusion model?

Also called: Diffusion

A diffusion model creates images by shaping random noise, step by step, into a clear picture that matches your description.

A clear image emerges step by step from image noise
Illustration: AI-generated · AI Compare Ninja · CC BY 4.0

Example

“Lighthouse at sunset, watercolour” becomes a new image in seconds.

For pros

The model learns to remove noise step by step. Many image and video generators use this principle, often combined with transformer components.

Related prompts, skills, agents and tools

Sources: arXiv 2006.11239, Wikipedia · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.