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Models Beginner Also known as: Modello di diffusione

Diffusion model

A type of generative model that starts from random noise and gradually shapes it into a coherent image, video, or audio through many small steps.

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In practice

It powers Stable Diffusion, Midjourney, Sora. When you integrate image generation what matters is the trade-off between quality, speed (number of steps), and control. Costs are in GPU-seconds rather than tokens.

Related terms

Multimodal Foundation model

Seen in the wild

4 entries mentioning it
  1. FLUX.1 (Black Forest Labs): 12B parameters, flow matching, three variants
    High
  2. Stable Diffusion XL 0.9: 1024x1024 and a base + refiner pipeline
    High
  3. ControlNet: structural control for Stable Diffusion without retraining
    High
  4. Stable Diffusion: image generation goes open
    Landmark
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