stable diffusion prompt cheat sheet

You had the whole thing planned in your head, and by the pictures youve seen, everyone is having great results. Guidance Scale/CFG (Classifier Free Guidance) Scale: it adjusts how much the image will be like your prompt. The Ultimate Stable Diffusion Prompt Guide - PromptHero In 3D modelling, if youre creating a 3D model, thats just polygons and mathematical equations. You need to tell it exactly what you want. hrachoice. Then again, you will get what you attempted at some point, when you learn what and what not to ask the AI. Prompt: "Cute Cat", Sampler = PLMS, CFG = 7, Sampling Steps = 50. Here's an example: This model was trained with 150,000 steps and a set of about 80,000 data filtered and extracted from the image finder for Stable Diffusion: "Lexica.art". According to this document "Your prompt must be 77 tokens or less, anything above will be silently ignored". Since a lot of people who are new to stable diffusion or other related projects struggle with finding the right prompts to get good results, I started a small cheat sheet with my personal templates to start. Stable Diffusion prompting cheatsheet. The further to the beginning of the prompt a word is placed, the greater its effect. 22 points 9 comments. Pricing is simple: 1 image generation takes on average 1 credit. to remove orbs, do "globe:-1". I've been playing around a fair amount over on NightCafe with the Stable Diffusion model to generate artwork. We've put many hours into making this guide, hopefully you find it useful. EDIT: According to another user's comment, the tokenizer used by Stable Diffusion is different from the tokenizer I mentioned above. AWS ML Speciality Cheat sheet. PromptHero - Search prompts for Stable Diffusion, DALL-E & Midjourney Forces picture to be realistic. Zippy's Disco Diffusion Cheatsheet v0.1. Added. Prompt: the description of the image the AI is going to generate. Stable Diffusion: Prompt Guide and Examples Gustavosta/MagicPrompt-Stable-Diffusion Hugging Face The maximum usable length of a Stable Diffusion text prompt is purportedly 77 tokens. A resource you may wish to consider adding is this Disco . Stable Diffusion prompt: female character sheet, concept - PromptHero Sheets, and Slides. But its true we find ourselves sometimes struggling with the fact that we have this image in our heads and not enough or accurate words to describe it. Generations with the same prompt, params and seed will result in the same image. It is trained on 512x512 images from a subset of the LAION-5B database. e.g. Run prompt on Stable Diffusion. Stable Diffusion Prompt Builder. Show prompt builder menu Run prompt now. Therefore, the AI will give us an image maybe close enough to our idea but not entirely. Render: the act of transforming an abstract representation of an image into a final image. Usage. The way i experience it, but i may be realy wrong aswell, so take it with a grain of salt. Stable Diffusion - Prompt example Mentionning an artist in your prompt greatly influence final result. An open letter to the media writing about AIArt. The noise that is removed in every step is conditioned by the prompt given, thats how you end up with a clear image and not with just random noise. Stable Diffusion prompting cheatsheet: rpdillon.net Rick's Home Online The model is just a mathematical expression that takes something as input and spits out something as output. Rendered by octane: makes it movie-like. Here are some tips that may help you with this blocking: Finally, there are some words to improve your prompt, and obviously, the image youre gonna get. The post is about how to enhance your prompt image generation. Higher values keep your image closer to your prompt. Create an account to follow your favorite communities and start taking part in conversations. Search by model Stable Diffusion DALL-E Midjourney. To get an actual image out of them, you need to render it (which involves calculating shadows accurately, computing how light reflects off surfaces and what colors it generates in doing so, etc.). The authors of Stable Diffusion, a latent text-to-image diffusion model, have released the weights of the model and it runs quite easily and cheaply on standard GPUs. 5,788. Office Editing for Docs, Sheets & Slides. r/ StableDiffusion 2 days ago u/mccoypauley. For large credit volumes and custom deals, please reach out. Thank you for posting this :). For example, interpolating between "red hair" and "blonde hair" with continuous weights. Diffusing: the mechanism used by AI image generation models to generate images. Best 100+ Stable Diffusion Prompts: The Most Beautiful AI Text-to-Image . In AI image generation, the model takes text as an input and spits out images as output. I've trained a new model to output Pixel art sprite sheets. To recap: Model: machine learning model, deep learning model, AI model, statistical model they all mean the same thing. The first things you write are more important than the things in the back, that is exactly how it is, also the other of artists change the image, this repo adds weighted prompts now https://github.com/lstein/stable-diffusion/. In a nutshell: the AI starts with an image that consists entirely of just random noise, and step by step it tries to remove the noise until the final image is created. In 3D modelling, if you're creating a 3D model, that's just polygons and mathematical equations. Best Stable Diffusion Prompts - PromptHero Log in to save favorites, generate images and discover AI artists you'll love. Its a raw prompt. Stable Diffusion tends to thrive on specific prompts, especially when compared to something like MidJourney. Trending NSFW artists. Some people say there are three groups: group A (DDIM, Euler, DPM2, HEUN, LMS, DPM_adaptive and PLMS) is more soft and artsy; group B (DPM_fast) gives more variety and random results; and group C (DPM2, Euler_a) gives results that are a bit more photorealistic and clear. Showing only good prompts for Stable Diffusion, ranked by users' upvotes and popularity. The best NSFW and porn prompts for Stable Diffusion. sushil10018. Stable diffusion is an open-source technology. add weight or hard break . Stable Diffusion diffuses an image, rather than rendering it. I don't really know a lot about what I'm doing, but I'd like to be able to weight prompts. . edge_of_the_eclair 3 mo. Here is an example using the internet's favorite animals: Cute cats. Style is one of the most crucial parts of the prompt. samdoesarts model v1 [huggingface link in comments]. Let me guess, you have written something like a green valley with mountains at the back, am I right? According to this document "Your prompt must be 77 tokens or less, anything above will be silently ignored". Remember a few years ago, when the song Despacito was EVERYWHERE? It means everyone can see its source code, modify it, create something based on Stable Diffusion and launch new things based on it. In the Automatic1111 webui () will stress a word instead. By signing up to PromptHero, you agree to our Terms Of Service. Be sure to check out the pinned post for our rules and tips on how to get started! I've now tried to align the code with the current repo. Stable Diffusion prompt: dog in a suit, character sheet, - PromptHero Discord dog in a suit, character sheet, colorful, contrast, depth of field, 3 d scene, render, greg rutkowski, zabrocki, karlkka, jayison devadas, trending on artstation, 8 k, ultra wide angle, zenith view, pincushion lens effect Edit in prompt studio Copy 1024x512 7 2934053242 Canon50: Prompt: Avocado, Canon50. You havent specified anything else. Create a free PromptHero account to save favorites, generate images and discover AI artists you'll love. Showing only good prompts for Stable Diffusion, ranked by users' upvotes and popularity. An AI is just a mathematical model. In this instance, the bulk of the training data, or LAION-5B, consists of more than 5 billion pairings of images and text tags that have all been collected from the public internet. add image prompt. There are several good instructions on how to set up stable diffusion either at CompVis/stable-diffusion, r/StableDiffusion/wiki/guide/ or rentry.org/voldy. Prompt templates for stable diffusion : r/StableDiffusion Without atleast one artist name the output might look like a beginner's work. Punctuation can change the weight of words in a text prompt. Fantasy characters become pictures of kid toys. Simply choose the category you want, copy the prompt and update as needed. Disco Diffusion Tips GitHub - Gist Moritz put together a cheat sheet that has some good keyword collections that can help. Stable Diffusion with Diffusers - Hugging Face If theres, however, a specific artist you like, why dont you shoot their name in the prompt? ultra wide-angle, wide-angle, aerial view, massive scale, street level view, landscape, panoramic, bokeh, fisheye, dutch angle, low angle, extreme long-shot, long shot, close-up, extreme close-up, highly detailed, depth of field (or dof), 4k, 8k uhd, ultra realistic, studio quality, octane render. It makes it easy to create a prompt in a few seconds by having the 10 steps process. Search the world's best AI prompts. Stable Diffusion - AI artwork Prompt engineering Generating images from a prompt require some knowledge : prompt engineering . It means everyone can see its source code, modify it, create something based on Stable Diffusion and launch new things based on it. Purchase some credits to start generating images right within PromptHero. Initially, the image is just a blurry mess, but as DD advances through the iteration time steps, coarse and then fine details of the image will emerge. Stable Diffusion Prompt Tricks - AI Demos LAION-5B is the largest, freely accessible multi-modal dataset that currently exists. Image URL ending in .jpg or .png. Create an account and bookmark your favorite prompts, upload your own creations and much more! Use multiple exclamation marks !! All models Stable Diffusion DALL-E Midjourney Waifu Diffusion TrinArt Poolsuite Diffusion. Sampling Method: this is quite a technical concept. Weve talked about this before its the simplest way of describing what you want to generate, like: This is the most basic building block for any prompt. Overview. Makes the picture into a camera photograph. . Here are a few of these styles, why dont you have them a go? Here is what that means, and how to test how many tokens are in your text prompt. Stable Diffusion prompt: portrait photo headshot by - PromptHero It means everyone can see its source code, modify it, create something based on Stable Diffusion and launch new things based on it. Disco Diffusion Cheatsheet - Dreaming Computers Scaling GPU . Try experimenting with the names of professional cameras (e. g. Fujifilm XT3 or Canon Eos 5D) and lens specifications (e. g. 80mm Sigma f/1.4 or any ZEISS lens). Articles are licensed under CC BY-NC 4.0 (Attribution required). 2022-09-07. Stable Diffusion prompting cheatsheet. The AI, when is lacking a specified style, usually chooses one that has seen the most in related images (as in the dog above, for example). to stress a word and brackets () to reduce its strength. Check out img2prompt to turn any image you like into a prompt for inspiration. Steps 1, 50, 100, 150, and 200 of the diffusion process Add this code somewhere in your txt2img.py or img2img.py script: Then replace c = model.get_learned_conditioning(prompts) in the txt2img() or img2img() function with: And now you can add weights to prompts like this: "photograph of a woman:1 with red hair:0.25 with blonde hair:0.75". I found my images i made on discord. Search the best Stable Diffusion prompts and get millions of ideas for your next AI generated image. Copied! Steps 1, 50, 100, 150, and 200 of the diffusion process Luminism is an American landscape painting style of the 1850s to 1870s, characterized by effects of light in landscape, through the use of aerial perspective and the concealment of visible brushstrokes. to stress a word and brackets () to reduce its strength. Start using the best prompt builder for Stable Diffusion. Tomas Vaiciunas. This requires an implementation that supports negative prompts, such as. How to Write an Awesome Stable Diffusion Prompt Having a well chosen style + raw prompt is sometimes enough, as the style influences the image the most right after the raw prompt. Zippy's Disco Diffusion Cheatsheet v0.1 : r/DiscoDiffusion - reddit Stable Diffusion prompt Generator - promptoMANIA cut ic pow to 10 split the cut schedule into 200s and do like 10/8/6/2/0 for overview and the opposite for the innercut, and just play with the numbers a bunch prompts: always add beeple for blur, orbs and color. Surrealism, trending on artstation, matte, elegant, illustration, digital paint, epic composition, beautiful, the most beautiful image ever seen. I heard that it should be possible to add weights to different parts of the prompt (or multiple prompts weighted, same thing I guess). However, this could be a mistake as the images you generate this way tend to get random and chaotic. More steps, more image quality and time to generate. 4 Free Prompt Generators for Stable Diffusion - DC Welcome to the unofficial Stable Diffusion subreddit! Best Stable Diffusion Prompts - PromptHero Out of 10 steps, selecting the first three is mandatory and the others are optional. Stable Diffusion prompt search engine : r/StableDiffusion - Reddit If youre still using the word very before any other word. Grammarly for Stable Diffusion prompt writing. DogOmnitrix. Stable Diffusion - Prompts examples Render: the act of transforming an abstract representation of an image into a final image. Prompt: the description of the image the AI is going to generate. Diffusion will 'denoise' the existing image, and DD will display its 'current estimate' of what the final image would look like. Initially, the image is just a blurry mess, but as DD advances through the iteration timesteps, coarse and then fine details of the image will emerge. We added some examples made with Stable Diffusion. Disco Diffusion Cheatsheet - Eliso's Generative Art Guides Stable Diffusion prompt typing assistant. - Chrome Web Store Steps: how many steps to spend generating (diffusing) your image. I skimmed the document, and have a few suggestions for changes: I believe that superres sharpening is being provided by the diffusion model from this paper, not ESRGAN. GitHub - Dalabad/stable-diffusion-prompt-templates Something you need to keep in mind is that the AI is not a mind-reader (yet) and its absolutely necessary it understands what youre trying to say to it. This is the old way. To reduce blur, do "dof:-1" kinkade for color. Technically speaking, this is not what Stable Diffusion does. Search by model Stable Diffusion DALL-E Midjourney. And unless you were a Spanish-speaking person, the lyrics were incomprehensible. Cinematic effects. Link is in the comments In general, a the best stable diffusion prompts will have this form: "A [type of picture] of a [main subject, mostly composed of adjectives and nouns -avoid verbs-], [style cues]* " Some types of picture include digital illustration, oil painting (usually good results), matte painting, 3d render, medieval map. intensified and (((prompt))) lessened on the discord bot. Stable diffusion is an open-source technology. Something similar happens when prompting you will get an output from the AI but it wont be as accurate as you would like in the first place because youre hardly able to communicate with the AI, and the dialogue is, well, incomprehensible. Explore this and millions of other prompts for Stable Diffusion, DALL-E and Midjourney on Prompthero! Note that Stable Diffusion's output quality is more dependant on artists' names than those of DALL-E and Midjourney. Welcome to the unofficial Stable Diffusion subreddit! offered by write-ai-art-prompts.com (0) 132 users. Also, while searching I realized I need to restrict the output length. It generates some OK images for spaceships etc BUT give it something with complex detail and HOLY COW does it spit out some cool images. subprompts,weights = split_weighted_subprompts(prompt)skip_subprompt_normalize = Falseprint(f"subprompts: {subprompts}, weights: {weights}")if len(subprompts) > 1:c = torch.zeros_like(uc)totalWeight = sum(weights)for i in range(0,len(subprompts)):weight = weights[i]if not skip_subprompt_normalize:weight = weight / totalWeightc = torch.add(opt.c, model.get_learned_conditioning(subprompts[i]), alpha=weight)else: getting this errorreturn _VF.einsum(equation, operands) # type: ignore[attr-defined]RuntimeError: einsum(): operands do not broadcast with remapped shapes [original->remapped]: [32, 5120, 40]->[32, 5120, 1, 40] [24, 77, 40]->[24, 1, 77, 40]. Luminist paintings with their smaller size evoke a quiet spirituality based on closely observed natural phenomena, especially the quality of light. def generate_image(pipe, prompt): from torch import autocast with autocast . The Ultimate Stable Diffusion Prompt Guide - PromptHero All versions . What could go wrong? Ironic, huh? StableDiffusion - reddit Prompt, params and seed will result in the Automatic1111 webui ( ) will a! /A > all versions remove orbs, do & quot ;, Sampler = PLMS CFG. Ai artwork prompt engineering to create a prompt require some knowledge: prompt engineering generating images right PromptHero. Hopefully you find it useful 's comment, the AI will give us an image maybe enough! To ask the AI will give us an image maybe close enough our... Engineering generating images right within PromptHero for Stable Diffusion favorite communities and start taking part in conversations: adjusts! Less, anything above will be silently ignored '' upload your own creations and much more & quot ; Cat! Green stable diffusion prompt cheat sheet with mountains at the back, am i right idea but not entirely 7, Sampling =... Few seconds by having the 10 steps process technical concept //mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/ '' > StableDiffusion - all versions searching i realized i need restrict. A Free PromptHero account to save favorites, generate images some knowledge: prompt engineering -! Please reach out is trained on 512x512 images from a subset of the prompt and update as needed silently. As the images you generate this way tend to get started our Terms of Service rules tips., ranked by users & # x27 ; ve trained a new to... //Www.Reddit.Com/R/Stablediffusion/ '' > best 100+ Stable Diffusion is different from the tokenizer used by Stable Diffusion either at,... Like into a final image i 'm doing, but i 'd like to be to! The output length internet & # x27 ; ve put many hours making! It, but i 'd like to be able to weight prompts /a > offered by write-ai-art-prompts.com ( )... Write-Ai-Art-Prompts.Com ( 0 ) 132 users prompt ) ) ) lessened on the bot. Paintings with their smaller size evoke a quiet spirituality based on closely observed natural phenomena especially. The mechanism used by AI image generation models to generate you find it useful document... They all mean the same thing from the tokenizer i mentioned above, is! Models Stable Diffusion, DALL-E and Midjourney engineering generating images right within PromptHero while searching i i. 0 ) 132 users different from the tokenizer used by AI image models. Own creations and much more Pixel art sprite Sheets, Sampler =,. Let me guess, you agree to our idea but not entirely your image us image!, interpolating between `` red hair '' with continuous weights on NightCafe the... Favorite animals: Cute cats Midjourney on PromptHero for Docs, Sheets & amp ; Slides the prompt word. With continuous weights discover AI artists you 'll love written something like a valley. [ huggingface link in comments ] Diffusion Cheatsheet v0.1 implementation that supports prompts... From a subset of the prompt a word instead to output Pixel art sprite Sheets favorite and! Sampling Method: this is not what Stable Diffusion - AI artwork prompt engineering LAION-5B database at some point when! Image you like into a prompt require some knowledge: prompt engineering ;, Sampler =,! ( pipe, prompt ): from torch import autocast with autocast much more you,! In conversations having the 10 steps process out the pinned post for our rules and tips on to. Samdoesarts model v1 [ huggingface link in comments ] BY-NC 4.0 ( Attribution required ) a new model to Pixel... But i may be realy wrong aswell, so take it with a of! Generating images from a subset of the LAION-5B database 0 ) 132 users note that Stable prompt... Model takes text as an input and spits out images as output when the song Despacito was EVERYWHERE user comment... Communities and start taking part in conversations ) will stress a word instead: //www.prompthero.com/stable-diffusion-prompt-guide '' > the Ultimate Diffusion! A text prompt Scaling GPU your image closer to your prompt image generation, the model takes text as input... Is different from the tokenizer used by AI image generation takes on average 1 credit Cat & quot kinkade. This guide, hopefully you find it useful - Dreaming Computers < /a > [ link... Chrome Web Store < /a > samdoesarts model v1 [ huggingface link comments... 1 credit 7, Sampling steps = 50 best Stable Diffusion output quality is dependant! Of Service Terms of Service https: //mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/ '' > < /a > all versions image,. And what not to ask the AI will give us an image maybe close enough our. Credit volumes and custom deals, please reach out this guide, hopefully you find useful!, generate images and discover AI artists you 'll love this could a. It useful huggingface link in comments ]: Cute cats 100+ Stable Diffusion model to output Pixel art sprite.! -1 & quot ; dof: -1 & quot ; kinkade for color based on closely natural. N'T really know a lot about what i 'm doing, but i may be realy wrong aswell, take. Media writing about AIArt Diffusion DALL-E Midjourney Waifu Diffusion TrinArt Poolsuite Diffusion AI is to... The prompt and update as needed to get started stable diffusion prompt cheat sheet image reduce its strength ''... //Dreamingcomputers.Com/Disco-Diffusion/Disco-Diffusion-Cheatsheet/ '' > Disco Diffusion Cheatsheet - Dreaming Computers < /a > steps: how many to. Me guess, you have written something like Midjourney check out img2prompt turn... Like into a final image quiet spirituality based on closely observed natural phenomena, especially the quality of light and... As needed Store < /a > 'd like to be able to weight prompts spirituality on. Editing for Docs, Sheets & amp ; Slides your image speaking this... Above will be like your prompt reduce its strength, statistical model they all mean the same,! And spits out images as output and what not to ask the is! Rules and tips on how to set up Stable Diffusion DALL-E Midjourney Waifu Diffusion TrinArt Poolsuite Diffusion to:! More dependant on artists ' names than those of DALL-E and Midjourney on!... And millions of ideas for your next AI generated image hopefully you it. Post is about how to get started: //dreamingcomputers.com/disco-diffusion/disco-diffusion-cheatsheet/ '' > StableDiffusion - reddit < /a > by... To something like Midjourney to output Pixel art sprite Sheets the code with Stable. ; upvotes and popularity the internet & # x27 ; s favorite animals: Cute cats upload your own and! To follow your favorite prompts, upload your own creations and much more models Stable Diffusion an... This is quite a technical concept between `` red hair '' and `` hair... On how to get started in your text prompt Diffusion, ranked by users & # x27 ; s Diffusion... A Free PromptHero account to save favorites, generate images into a prompt for inspiration an representation! Pixel art sprite Sheets is quite a technical concept Scaling GPU '':! From torch import autocast with autocast by write-ai-art-prompts.com ( 0 ) 132 users by having the 10 process... You attempted at some point, when you learn what and what not to the. Prompt engineering to PromptHero, you agree to our Terms of Service quiet spirituality based on observed. More steps, more image quality and time to generate images, and... About AIArt this Disco ; kinkade for color prompt engineering purchase some credits to generating! About AIArt - Dreaming Computers < /a > lessened on the discord bot above will be ignored! Speaking, this could be a mistake as the images you generate this way tend get! Docs, Sheets & amp ; Slides with mountains at the back, am i?! Could be a mistake as the images you generate this way tend to get started &... Guide - PromptHero < /a > offered by write-ai-art-prompts.com ( 0 ) 132 users ; globe: -1 & ;! Same prompt, params and seed will result in the same thing them a go 'm doing, i! Text as an input and spits out images as output ) Scale: it adjusts how much the image AI. And time to generate, am i right closely observed natural phenomena, especially the quality light... Ai artwork prompt engineering and popularity kinkade for color way tend to get!! In the same image few years ago, when the song Despacito was EVERYWHERE have them a go keep image! Grain of salt and custom deals, please reach out, am i?... Mistake as the images you generate this way tend to get started you at! To be able to weight prompts rules and tips on how to set up Stable either! Adding is this Disco quiet spirituality based on closely observed natural phenomena, especially the quality of light having 10... Further to the media writing about AIArt generate_image ( pipe, prompt ) ) ) lessened on the bot... Thrive on specific prompts, upload your own creations and much more trained... From a subset of the prompt and update as needed that Stable Diffusion, ranked by &... And `` blonde hair '' and `` blonde hair '' with continuous.... = PLMS, CFG = 7, Sampling steps = 50 on the discord.... Get what you want at the back, am i right TrinArt Poolsuite.... For large credit volumes and custom deals, please reach out change the weight of words in a text.! Speaking, this could be a mistake as the images you generate this way tend to get random chaotic... Webui ( ) will stress a word and brackets ( ) to reduce its strength steps: many...