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  5. Diffusion Model
Model Architectures

Diffusion Model

A diffusion model generates data by learning to reverse a gradual noising process.

Ask Melo about this← all terms

Training teaches the network to predict noise, a clean sample, or a related quantity at different noise levels. Generation starts from noise and applies a sequence of denoising updates, often conditioned on text or other inputs.

Related terms

Decoder-Only ModelMixture of ExpertsGenerative Adversarial NetworkVariational AutoencoderEmbedding LayerRLCD (Reinforcement Learning for Calibrated Decisions)

Where Diffusion Model comes up

  • decayfmt: The File Format That Corrupts Itself Every Time You Open It
  • Celeris-1 Magnus Ships — Agentic Model Built for Tool Loops
  • OUI-1: The First Open-Weights Model for Generative UI
  • NVIDIA Nemotron-Labs-TwoTower: Split a 30B Model in Two for 2.42× Faster Diffusion Generation