Maks-s/sd-akashic Maks-s/sd-akashic

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A compendium of informations regarding Stable Diffusion (SD)

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.

πŸ“” 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 :

πŸ”Ή Resource based on SD
πŸ”Έ Resource based on other AI imagery
πŸ”Ί 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

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

Colabs / Repos / Websites to use SD

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

Plugins

πŸ”Ή Krita SD Plugin
πŸ”Ή 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.
πŸ”Ή Krita Stable Diffusion
πŸ”Ή Blender Texture Plugin
πŸ”Ή CEB Stable Diffusion - Blender Plugin.
πŸ”Ή GIMP SD

Checkpoints and Embeddings

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

πŸ”Ή Stable Diffusion v1.4
πŸ”Ή Waifu Diffusion, (Model v1.3)
πŸ”Ή Robo-diffusion (Model)
πŸ”Ή Pokemon SD (Model)
πŸ”Ή Stable Diffusion Models (NSFW)
πŸ”Ή Public prompt's Dreambooth model - Pixel Art, App Icons
πŸ”Ή Concepts Library
πŸ”Ή 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

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

Keywords

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

Other

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

Art style/Artist lists [ToC]

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

Keyword lists [ToC]

πŸ”Ή Artists, Keywords, Art styles known to work with text to image
πŸ”Ή Stable Diffusion prompting cheatsheet
πŸ”Ή Magicprompt
πŸ”Έ Offhand's Disco Diffusion Prompt Keywords

Misc [ToC]

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

Prompts [ToC]

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

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