Portrait of Michael Limberger

Michael Limberger

Need me? Email mike@limberger.ca

AI

Stable Diffusion Overview

2025-12-11 · 17 parts

This talk is local Stable Diffusion with AUTOMATIC1111. The model runs on your machine and the web UI is the dashboard for driving it: SDXL, tags, and weighting without a hosted image service.

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Part 1

Stable Diffusion Overview · Local Stable Diffusion

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Part 2

Installation - Macos Apple Silicon · Local Stable Diffusion

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Part 3

Installation - Linux · Local Stable Diffusion

Part 4

Quick Reference - Both Platforms · Local Stable Diffusion

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Part 5

Where To Get Models - Civitai · Local Stable Diffusion

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Part 6

Model Family Tree · Local Stable Diffusion

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Part 7

Danbooru Tagging System · Local Stable Diffusion

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Part 8

Prompt Template Structure · Local Stable Diffusion

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Part 9

Emphasis And Weighting · Local Stable Diffusion

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Part 10

Tag Categories Reference · Local Stable Diffusion

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Part 11

The Negative Prompt · Local Stable Diffusion

Part 12

The Models · Local Stable Diffusion

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Part 13

Understanding Framing · Local Stable Diffusion

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Part 14

Complete Examples · Local Stable Diffusion

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Part 15

Model Quick Reference Card · Local Stable Diffusion

Part 16

Settings Explained · Local Stable Diffusion

Part 17

Bonus: Adetailer · Local Stable Diffusion