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Stable Diffusion Akashic Records

"Sic itur ad astra"

A compendium of information regarding Stable Diffusion (SD)

Pull Requests The Unlicense


This repository is a collection of studies, art styles, prompts and other useful tools you can use throughout your exploration of the latent space.

As Stable Diffusion is still in beta and subject to lots of changes, the Records will often change to reflect new information.

๐Ÿ“” Table of Contents

General information [ToC]

The Records

SD is brand new. As such, not many resources exist which are solely based on it.
To differentiate between other AI imagery tools and SD, the Records will use the following nomenclature :

๐Ÿ”น Resource based on SD
๐Ÿ”ธ Resource based on other AI imagery
๐Ÿ”บ Resource not based on any AI imagery (such as photography terms)

Stable Diffusion

To use SD, you can access the official DreamStudio website or use the Open-Source Model

Keep in mind the following :

  • Your prompt must be 75 tokens or less, anything above will result in "prompt truncated after tokenization"
  • Your prompt is case insensitive
  • There's about 30,000 tokens understood by the AI, this means it won't know about some weird word unused since the 1600s
  • A token is roughly a word, a punctuation, or a Unicode character
  • Same prompt, same seed, same modifiers will end with the same result
  • To make variations of an image, it's recommended to keep the seed and slightly alter the prompt / modifiers

Guides

๐Ÿ”น Stable Diffusion Ultimate Beginnerโ€™s Guide
๐Ÿ”น Stable Diffusion/Dreamstudio Guide
๐Ÿ”น SD Launch Presentation
๐Ÿ”น Creating cute animals with SD
๐Ÿ”น Exactly How Stable Diffusion Generates Art
๐Ÿ”น Seed Editing
๐Ÿ”น SD Guide for artists and non-artists
๐Ÿ”น Understanding SD through teapots
๐Ÿ”น Beginner/Intermediate Guide to Getting Cool Images from Stable Diffusion
๐Ÿ”น CDCruz's SD Guide
๐Ÿ”น DreamStudio Tips&Tricks
๐Ÿ”น SD Windows Installation Guide
๐Ÿ”น SD Installation Guide for LStein and Basujindal forks
๐Ÿ”น Awesome SD
๐Ÿ”น 4chan /g/ wiki
๐Ÿ”น SD Training Guide
๐Ÿ”น List of SD systems
๐Ÿ”น r/StableDiffusion wiki
๐Ÿ”น Improve 3D renders with SD
๐Ÿ”ธ The DALLE-2 Prompt Book

Colabs / Repos / Websites to use SD

๐Ÿ”น HuggingFace Space
๐Ÿ”น SD Notebook with KLMS sampling
๐Ÿ”น SD with ๐Ÿงจ diffusers
๐Ÿ”น SD Researcher
๐Ÿ”น Prompt-space Interpolation
๐Ÿ”น SD with Queing and Google Drive
๐Ÿ”น SD on Colab (Collection of colabs)
๐Ÿ”น Optimized SD repository
๐Ÿ”น Dezgo
๐Ÿ”น Deforum SD - Deforum's animation capabilities may also be accessed through Automatic1111's Web UI with script.
๐Ÿ”น SD on CPU repository
๐Ÿ”น InvokeAI (formerly lstein/stable-diffusion), lots of shiny new features
๐Ÿ”น SD Docker w/ JupyterLab
๐Ÿ”น Prog Rock Stable, SD w/ Proggy Enhancements
๐Ÿ”น SD Animation
๐Ÿ”น AUTOMATIC1111's SD Web UI repository, includes colab link
๐Ÿ”น SD back-ported to OpenAI guided diffusion codebase
๐Ÿ”น Richservo's SD GUI
๐Ÿ”น Dreambooth on SD
๐Ÿ”น NMKD SD GUI
๐Ÿ”น Tileable Texture Generator
๐Ÿ”น SD Morphing between images and its explanation (in JP)
๐Ÿ”น Stable Diffusion UI v2 - A simple 1-click way to install and use SD on your own computer
๐Ÿ”น Find the most important modifiers in your prompt - A tool that helps you rank modifiers in your prompt using similarity scores.
๐Ÿ”น Diffusion-UI - A responsive frontend for easy inpainting working with multiple backends including AUTOMATIC1111 and the Stable Horde online cluster.
๐Ÿ”น Synesthetic - A prompt search engine and generator focused on remixing

Plugins

๐Ÿ”น Krita SD Plugin
๐Ÿ”น auto-sd-krita - Krita plugin built on top of AUTOMATIC1111's fork with an optimized focus inpainting workflow supporting multiple models, useful for advanced multi-character composition.
๐Ÿ”น Krita Stable Diffusion
๐Ÿ”น Blender Texture Plugin
๐Ÿ”น CEB Stable Diffusion - Blender Plugin.
๐Ÿ”น GIMP SD

Checkpoints and Embeddings

Note that running arbitrary untrusted .ckpt and .pt files are not advised as they may be malicious.

๐Ÿ”น Stable Diffusion v1.4
๐Ÿ”น Waifu Diffusion, (Model v1.3)
๐Ÿ”น Robo-diffusion (Model)
๐Ÿ”น Pokemon SD (Model)
๐Ÿ”น Stable Diffusion Models (NSFW)
๐Ÿ”น Public prompt's Dreambooth model - Pixel Art, App Icons
๐Ÿ”น Concepts Library
๐Ÿ”น SD Textual Inversion Embedding - based off the previous link. Can be used in conjunction with embedding-to-png to create shareable TI embeddings. (Using .png rather than .pt is safer for sharing as .pt files can potentially be malicious.)

Studies [ToC]

A study is the same seed with slightly different prompts / modifiers. It's mainly used to understand the impact of a word/modifier on the final result. It must contains the resulting images

Modifiers

๐Ÿ”น CFG modifier studies
๐Ÿ”น Sampler studies
๐Ÿ”น Iban's Image size animation study
๐Ÿ”น ESoS' Image size study
๐Ÿ”น ESoS' Steps & Sampler study
๐Ÿ”น ESoS' CFG study
๐Ÿ”น Chris Allen's CFG animated study
๐Ÿ”น Localstarlight's CFG animated study (localstarlight#3529)
๐Ÿ”น Captain's ETA/scale study (Captain#4568)
๐Ÿ”น Captain's ETA/steps study (Captain#4568)
๐Ÿ”น Bacontime's sampler animated study (bacontime#6072)
๐Ÿ”น Muerilla's sampler/steps study, includes K-Diffusion
๐Ÿ”น Muerilla's sampler study, includes K-Diffusion
๐Ÿ”น Dolphin's Photo of Man sampler study (Dolphin#6313)
๐Ÿ”น Sampler/steps w/ timing
๐Ÿ”น Wonderflex's seeds study

Keywords

๐Ÿ”น Fruit basket study (burnin#2452)
๐Ÿ”น Park bench study (burnin#2452)
๐Ÿ”น Camera study (Mr_Sumato#3369)
๐Ÿ”น SD emojis study (Spake#1808)
๐Ÿ”น 4 Games Cafeteria study
๐Ÿ”น Stylistic Lighting study
๐Ÿ”น "Trending on Artstation" and other myths
๐Ÿ”น "Trending on Artstation" and other myths (part 2)
๐Ÿ”น Test of seeds, clothing, and clothing modifications
๐Ÿ”น Wonderflex's photography terms studies

Other

๐Ÿ”น Multilingual capabilities study
๐Ÿ”น Stable Diffusion Prompt Weighting study
๐Ÿ”น 160 celebrities study
๐Ÿ”น One Hundred TV shows study
๐Ÿ”น Film studies
๐Ÿ”น Punctuation study
๐Ÿ”น Secondary artist study
๐Ÿ”น Prompt permutation study
๐Ÿ”น Artist order study (Kitt Hirasaki)

Art style/Artist lists [ToC]

๐Ÿ”น Suburban House, Art styles
๐Ÿ”น Stable Diffusion Artist Studies
๐Ÿ”น SD Artist Collection (SGreen#2222)
๐Ÿ”น Bacontime's Artist comparisons, part 1 (bacontime#6072)
๐Ÿ”น Bacontime's Artist comparisons, part 2 (bacontime#6072)
๐Ÿ”น SD Styles & Mediums
๐Ÿ”น Anime Artist Styles (vibrantrida#4135)
๐Ÿ”น 52 Artists Collaborations
๐Ÿ”น Manav Mashruwala's 1.5 Artist Studies

Keyword lists [ToC]

๐Ÿ”น Artists, Keywords, Art styles known to work with text to image
๐Ÿ”น Stable Diffusion prompting cheatsheet
๐Ÿ”น Magicprompt
๐Ÿ”ธ Offhand's Disco Diffusion Prompt Keywords

Misc [ToC]

๐Ÿ”น Image dimension table (brbbbq#0731)
๐Ÿ”น Image to prompt : CLIP Interrogator
๐Ÿ”น Image to prompt (easy to use Replicate version): CLIP Interrogator
๐Ÿ”น SD Image splitter
๐Ÿ”น Dream Channel Backup - Prompts + modifiers + image links / Prompts + links / Prompts only / Raw CSV
๐Ÿ”น SD Image Manager
๐Ÿ”น SD Prompts to sqlite
๐Ÿ”น SD Prompts + modifiers sqlite DB
๐Ÿ”น SD Prompts/images search engine : Lexica, Libraire
๐Ÿ”น UMAP Maps of CLIP ViT-L/14 keywords representations
๐Ÿ”น Open Source code for running your own Stable Diffusion Discord bot
๐Ÿ”น Ways to weight words : Emphasis study
๐Ÿ”น 1 week of SD
๐Ÿ”ธ SD's Dataset search : CLIP retrieval
๐Ÿ”ธ Tools and Resources for AI Art
๐Ÿ”ธ 3D Photo Inpainting Colab
๐Ÿ”ธ Upscale Wiki Model Database - Upscalers are not exclusive to stable diffusion. However, their use is widespread, increasing the resolution of generated art.
๐Ÿ”ธ Definitive Comparison to Upscalers (u/Locke_Moghan)
๐Ÿ”บ Camera distance terms

Prompts [ToC]

Here's a list of quick prompts to get you started in the world of Stable Diffusion

๐Ÿ”ธ Rexwang8's Prompt Generator
๐Ÿ”ธ AI Text Prompt Generator
๐Ÿ”ธ Promptomania's Prompt Builder
๐Ÿ”ธ Grammarly for Prompts (Chrome Extension)
๐Ÿ”น GTA V cover character : [subject] in GTA V, cover art by Stephen Bliss, artstation
๐Ÿ”น Quick photorealism (NOP#1337) : [prompt], Canon EOS R3, f/1.4, ISO 200, 1/160s, 8K, RAW, unedited, symmetrical balance, in-frame
๐Ÿ”น Age changer (richservo#8465) : DSLR photo portrait still of [age] year old age [age] [person] at age [age]!!!, 85mm f1.8
๐Ÿ”น Film character (richservo#8465) : film still of [character] [action] in [movie], 4k
๐Ÿ”น Real life cartoon character (richservo#8465) : portrait photo still of real life [character], 8k, 85mm f1.8
๐Ÿ”น Dish picture (richservo#8465) : DSLR food photograph of [dish description], 85mm f1.8
๐Ÿ”น Muppet portrait (richservo#8465) : studio portrait still of muppet !!!!![person or character] !!!!!! as a muppet muppet as a muppet, 8k, studio lighting, key light -C 13 -s 150

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