Diffusion DocsPractical Diffusion Reference

Technically grounded workflows, troubleshooting, and reference material for modern diffusion tools.

Open Source

Built openly on GitHub with community contributions, corrections, and shared workflows encouraged.

Starts with orientation and practical workflows before introducing deeper theory and model-specific details.

Clear explanations, real workflows, troubleshooting guides, and technically grounded information for modern diffusion tools.

Understand how modern diffusion workflows operate, from prompting and conditioning to sampling, refinement, and post-processing.

Separates general diffusion concepts from behavior that depends on a specific UI, model family, or backend.

Understand why things work, why they fail, and how diffusion systems actually behave under the hood.