"Sic itur ad astra"
A compendium of information regarding Stable Diffusion (SD)
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.
General information [ToC]
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 :
๐น Resource based on SD
๐ธ Resource based on other AI imagery
๐บ Resource not based on any AI imagery (such as photography terms)
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
๐น Stable Diffusion
Ultimate Beginnerโs Guide
๐น Stable Diffusion/Dreamstudio Guide
๐น SD Launch Presentation
๐น Creating cute animals with SD
๐น Exactly How Stable Diffusion Generates Art
๐น Seed Editing
๐น SD Guide for artists and non-artists (csunberry#0594)
๐น Understanding SD through teapots
๐น How to maximize your DreamStudio credits
๐ธ The DALLE-2 Prompt Book
๐น HuggingFace Space
๐น SD Notebook with KLMS sampling
๐น SD with ๐งจ diffusers
๐น SD Researcher
๐น Prompt-space Interpolation
๐น SD with Queing and Google Drive
๐น SD on Colab (Collection of colabs)
๐น Optimized SD repository
๐น Dezgo
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
๐น CFG modifier studies
๐น Sampler studies
๐น Iban's Image size animation study
๐น ESoS' Image size study
๐น ESoS' Steps & Sampler study
๐น ESoS' CFG study
๐น Chris Allen's CFG animated study
๐น Localstarlight's CFG animated study (localstarlight#3529)
๐น Captain's ETA/scale study (Captain#4568)
๐น Captain's ETA/steps study (Captain#4568)
๐น Bacontime's sampler animated study (bacontime#6072)
๐น Fruit basket study (burnin#2452)
๐น Park bench study (burnin#2452)
๐น Camera study (Mr_Sumato#3369)
๐น SD emojis study (Spake#1808)
๐น 4 Games Cafeteria study
๐น Stylistic Lighting study
๐น Multilingual capabilities study
๐น Stable Diffusion Prompt Weighting study
๐น 160 celebrities study
๐น One Hundred TV shows study
๐น Film studies
๐น Punctuation study
๐น Secondary artist study
๐น Prompt permutation study
๐น Artist order study (Kitt Hirasaki)
Art style/Artist lists [ToC]
๐น Suburban House, Art styles
๐น Stable Diffusion Artist Studies
๐น SD Artist Collection (SGreen#2222)
๐น Bacontime's Artist comparisons, part 1 (bacontime#6072)
๐น Bacontime's Artist comparisons, part 2 (bacontime#6072)
๐น SD Styles & Mediums
Keyword lists [ToC]
๐น Artists, Keywords, Art styles known to work with text to image
๐ธ Offhand's Disco Diffusion Prompt Keywords
Misc [ToC]
๐น Image dimension table (brbbbq#0731)
๐น Image to prompt : CLIP Interrogator
๐น SD Image splitter
๐น Dream Channel Backup - SD prompts + image links / SD prompts only / Raw CSV
๐น SD Image Manager
๐น SD Prompts to sqlite
๐น SD Prompts + modifiers sqlite DB
๐น UMAP Maps of CLIP ViT-L/14 keywords representations
๐ธ SD's Dataset search : CLIP retrieval
๐ธ Prompt builder
๐ธ Tools and Resources for AI Art
๐บ Camera distance terms
Prompts [ToC]
Here's a list of quick prompts to get you started in the world of Stable Diffusion
๐ธ Prompt generator
๐น GTA V cover character : [subject] in GTA V, cover art by Stephen Bliss, artstation
๐น Quick photorealism (NOP#1337) : [prompt], Canon EOS R3, f/1.4, ISO 200, 1/160s, 8K, RAW, unedited, symmetrical balance, in-frame
๐น Age changer (richservo#8465) : DSLR photo portrait still of [age] year old age [age] [person] at age [age]!!!, 85mm f1.8
๐น Film character (richservo#8465) : film still of [character] [action] in [movie], 4k
๐น Real life cartoon character (richservo#8465) : portrait photo still of real life [character], 8k, 85mm f1.8
๐น Dish picture (richservo#8465) : DSLR food photograph of [dish description], 85mm f1.8
๐น 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