stable diffusion vs disco diffusion

A beautiful, very highly detailed oil painting of a huge field with tall, green grass and lots of huge trees with very light blue leaves, in a valley surrounded by small hills, green and light blue color scheme, by Greg Rutkowski. It's insanely GREAT.I chose many prompts, where Stable is more \"cinematographic\", more inventive, and usable, fabulous for characters.For some images, Disco is much more intense and silly: the refinery, the taiga trains, and the skulls, are all great examples of why a designer, a concept artist, will get much more ideas from Disco Diffusion, it's like amazingly silly. ArtStation, CGSociety, Unreal Engine. Details on the training procedure and data, as well as the intended use of the model can be found in the corresponding model card. Some things will be similar and others wont. They are my new toys. Generally speaking, diffusion models are machine learning systems that are trained to denoise random Gaussian noise step by step, to get to a sample of interest, such as an image. As noted on their official GitHub page Disco Diffusion is defined as "A frankensteinian amalgamation of notebooks, models and techniques for the generation of AI Art and Animations.". Are you sure you want to create this branch? Details on the training procedure and data, as well as the intended use of the model can be found in the corresponding model card . For these, use_ema=False will load and use the non-EMA weights. A watercolor painting by Afremov of a psychedelic orange and blue mushroom growing on the ground in the middle of a forest. All three AIs successfully made only one tree, but only Stable Diffusion and DALL-E 2 made the tree look realistic. People are even claiming it is the new state-of-the-art among "generative search engines," as Mostaque likes to call . You can also support my work on Medium directly and get unlimited access by becoming a member using my referral link here! For this reason use_ema=False is set in the configuration, otherwise the code will try to switch from CVPR '22 Oral | The weights are available via the CompVis organization at Hugging Face under a license which contains specific use-based restrictions to prevent misuse and harm as informed by the model card, but otherwise remains permissive. Midjourney has a very unique style, but sometimes fails to match the prompt. 5.0, 6.0, 7.0, 8.0) and 50 PLMS sampling Both win!It's not even a question. Stable Diffusion (SD) is a new open-source tool that allows anyone to generate images using AI pre-trained by the nice folks at Stability.ai. Worth to keep in mind, is that a lot of the people who worked on Disco Diffusion, also worked on Stable Diffusion, so surely a lot of the good ideas from Disco was replicated in Stable, and bad ideas from Disco avoided in Stable, as the researchers had more knowledge when they did Stable than when they did Disco. A watercolor painting of a huge, ancient yellow dragon with lots of very vibrant, bright yellow scales flying through the clouds during a thunderstorm, lots of lightning, bright yellow, blue, and grey color scheme. Happy to announce that the winner of Week 1 for the theme of an ethereal wonderland was. Bjrn Ommer All three AIs can create very good images, but they have different advantages and disadvantages, depending on your goal, one may be better than another just because of its style. A huge cave full of rainbow color crystals and gems on the ground, and stuck to the walls made of huge grey boulders, very dark, midnight, oil painting by Afremov and Greg Rutkowski. rootunit 2 mo. A highly detailed matte acrylic painting of a heavily armored paladin wielding a very bright glowing gold sword, fighting in a huge battle at dusk. Note: Stable Diffusion v1 is a general text-to-image diffusion model and therefore mirrors biases and (mis-)conceptions that are present It's an infinite tool, a marvelous one, that will be free i. What is better? I adore both of these. We cant simply make analogies or parallelisms with other epochs and expect to be able to explain or predict what its going to happen accurately. See the following example. disco-diffusion. Were on the verge of a several-year revolution in the way we interact, relate, and understand art in particular and creativity in general. A Medium publication sharing concepts, ideas and codes. Highly detailed oil painting, concept art, of a wizard casting a fireball spell, fighting against a huge ice giant, red and blue color scheme, concept art, highly detailed. This is the computer on which it will run: GPU GeForce GTX 1080 or Nvidia Pi quadro 5000. Stable is much more advanced for portraits and precise things. Midjourney got the color scheme right, the other two didnt. Stable Diffusion was made possible thanks to a collaboration with Stability AI and Runway and builds upon our previous work: High-Resolution Image Synthesis with Latent Diffusion Models Companies like OpenAI, Midjourney, and Stability.ai, although superpowered by the work of many creative workers, havent retributed them in any way. Thanks for open-sourcing! Stable Diffusion and Midjourney did a similarly good job for the prompt, but DALL-E 2 only half matched the prompt. There are various contributors but the most notable are: Somnai - Twitter. steps show the relative improvements of the checkpoints: Stable Diffusion is a latent diffusion model conditioned on the (non-pooled) text embeddings of a CLIP ViT-L/14 text encoder. By default, this uses a guidance scale of --scale 7.5, Katherine Crowson's implementation of the PLMS sampler, Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, cultivates autonomous freedom to produce incredible imagery, empowers billions of people to create stunning art within seconds. there also exists a diffusers integration, which we :). If you just want to use any of these AIs, your best option is midjourney, you only need to pay, and you get access instantly. Although these AIs can be used in similar ways, currently, for DALL-E 2, you must request access and wait a few days before being able to use it, and after getting access, you need to pay to make images. While commercial use is permitted under the terms of the license, we do not recommend using the provided weights for services or products without additional safety mechanisms and considerations, since there are known limitations and biases of the weights, and research on safe and ethical deployment of general text-to-image models is an ongoing effort. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Stable Diffusion also has quite a nice understanding of modern artistic illustration and can produce very detailed artworks. However, it lacks the interpretation of complex original prompts. Many will lose their jobs, unable to compete with the new apps. UI, Usability, Costs, Ease to use, and how they work with text prompts. We provide a reference script for sampling, but What is better? Midjourney made a much more symmetrical crown, but the dog isnt as realistic as Stable Diffusion or DALL-E 2. Midjourney also requires you to pay, but you dont need to wait, you just join their discord server and make an image using the bot. Emad Mostaque said on Twitter that as we release faster and better and specific models expect the quality to continue to rise across the board. The public release of Stable Diffusion is, without a doubt, the most significant and impactful event to ever happen in the field of AI art models, and this is just the beginning. Stable Diffusion will soon be open source, and you will be able to run it on your own computer if you have a GPU. A suitable conda environment named ldm can be created AI & Tech | Analyst at CambrianAI | Weekly AI Newsletter: https://thealgorithmicbridge.substack.com/ | Contact: alber.romgar@gmail.com. E mini (Craiyon) and Disco Diffusion comparable openness-wise , Stable Diffusion can create amazing photorealistic and artistic artworks that have nothing to envy OpenAI's or Google's models. DALL-E 2 did the best job by far, it was the only script to come anywhere near matching the prompt accurately. Since these AI programs are all similarly new, the generate images of comparable quality, but in this post, I will try to determine whether any one of them is better than the others. RAM 12gb. Subscribe to The Algorithmic Bridge. Dominik Lorenz, . Stable Diffusion and Midjourney made similar images. Andrej Karpathy agrees: But global paradigm shifts arent pleasurable for everyone. MidJourney needs a web interface and a less expensive option.We'll see! Stable is much more advanced for portraits and precise things. Which text-to-image AI gives more accurate results?This is a little bit long video, but I want to be sure to compare four trendy AI makers on multiple levels. Midjourney did the best job of making an oil painting. Values that approach 1.0 allow for lots of variations but will also produce images that are not semantically consistent with the input. See this section below and the model card. . Each AI has a slightly different style, but only DALL-E 2 successfully matched the prompt. Artists and other creative professionals are raising concerns and not without reason. Stable Diffusion does better for some prompt, and worse for others, but most prompts can be changed to work well with it. One other difference that between Disco Diffusion and Stable Diffusion is that Stable Diffusion can not be run on CPU, while Disco Diffusion can be. Our codebase for the diffusion models builds heavily on OpenAI's ADM codebase None of the AIs actually made the tree leaves blue. we provide a script to perform image modification with Stable Diffusion. An easy way to build on the best stable diffusion prompts other people has already found. and CLIP ViT-L/14 text encoder for the diffusion model. Disco Diffusion. What does LaMDAs sentience mean for neuroscience and philosophy? Chatbot ELIZA: Deconstructing Your Friendly Therapist, The most significant change since the Industrial Revolution, Why There Are So Few Good Movies. And AI users are standing on their shoulders, but without asking for permission first. Thanks to a generous compute donation from Stability AI and support from LAION, we were able to train a Latent Diffusion Model on 512x512 images from a subset of the LAION-5B database. Disco Diffusion VS Stable Diffusion -prompt. then finetuned on 512x512 images. Status . We provide a reference sampling script, which incorporates, After obtaining the stable-diffusion-v1-*-original weights, link them. Three of the current newest text to image AI programs are DALL-E 2 by OpenAI, Midjourney, and Stable Diffusion. I will be adding more as I am going forward, but hopefully, this video helps you to get the right information.Check the videos, that mention above:Absolutely beginners guide to MidJourney: https://youtu.be/PqCIUniQ_U8How to sell your AI Art: https://youtu.be/EYFN-oe7lEAAI Animation created with Disco Diffusion: https://youtu.be/jL8LX8QehUcText to image with MidJourney: https://youtu.be/aUZsnfHILqEIf you looking to upscale your AI art here is a great tool: https://topazlabs.com/ref/1514/Please support at Patreon: https://www.patreon.com/geekatplayThank you for your support! Robin Rombach*, Go back to the create Stable page again if you're not still there, and right at the top of the page, activate the "Show advanced options" switch. See also the article about the BLOOM Open RAIL license on which our license is based. Now you'll see a page that looks like . . The CreativeML OpenRAIL M license is an Open RAIL M license, adapted from the work that BigScience and the RAIL Initiative are jointly carrying in the area of responsible AI licensing. All three AIs are different, and cant really be directly compared by results alone. It generates anime illustrations and it's awesome. All three AIs entirely skipped the fighting against part. If you want to examine the effect of EMA vs no EMA, we provide "full" checkpoints tasks such as text-guided image-to-image translation and upscaling. A highly detailed 4K fantasy matte painting of city in cave. How Todays AI Art Debate Will Shape the Creative Landscape of the 21st Century, https://thealgorithmicbridge.substack.com/. Not just in image, audio next month, then we move on to 3D, video. If you cant afford to pay to use them, your best option is Stable Diffusion, its entirely free, but you need to apply to get access. Though handicapped by the impossible living things, precise things, and combination of things.Sometimes they are equally interesting (cockpits, samurai).Well, we need both, right? DALL-E 2 made the best dragon, but the style isnt detailed enough. We have to treat this impending future as uncharted territory. Help. model. Your email address will not be published. DALL-E 2 makes the most coherent image, and often follows the prompt best. which contain both types of weights. Stable Diffusion is based on a particular type of diffusion model called Latent Diffusion, proposed in High-Resolution Image Synthesis with Latent Diffusion Models. A very long river flowing into a lake of pure gold, hidden in the middle of a dense forest of tall trees, with lots of light clouds in the bright blue sky, in the late afternoon. If you like anime, Waifu Diffusion is a text-to-image diffusion model that was conditioned on high-quality anime images through fine-tuning, using Stable Diffusion as a starting point. Create beautiful art using stable diffusion ONLINE for free. Save my name, email, and website in this browser for the next time I comment. Stable Diffusion did much better than either of the other two at the clouds, but the boat isnt quite right. Hello, As a programmer I'm trying to recollect some information to run Stable Diffusion locally. A highly detailed oil painting by Greg Rutkowski and Thomas Kinkade of a secret cave with lots of dark grey rocks, and a river flowing through the middle of it, with a single tree growing in the river with lots of bright red and orange leaves. Which text-to-image AI gives more accurate results?This is a little bit long video, but I want to be sure to compare four trendy AI makers on. Andreas Blattmann*, Language, code, and more training right now.. Similar to the txt2img sampling script, # make sure you're logged in with `huggingface-cli login`, "a photo of an astronaut riding a horse on mars". A very realistic photograph of a dog wearing a golden crown with gems. A large, very old, wooden ship sailing across the . Stable Diffusion is unable to produce those prompts which even a small image generator like Cryon (previously DALL.E mini) can produce. non-EMA to EMA weights. AIdisco diffusion!. ommer-lab.com/research/latent-diffusion-models/, Release under CreativeML Open RAIL M License, add configs for training unconditional/class-conditional ldms, a license which contains specific use-based restrictions to prevent misuse and harm as informed by the model card, but otherwise remains permissive, the article about the BLOOM Open RAIL license, https://github.com/lucidrains/denoising-diffusion-pytorch. The model was pretrained on 256x256 images and Not only do quality of images matter, but the way you use them also matters, DALL-E 2 is in a website only, Midjourney is a Discord bot and you can see your results on their website, Stable Diffusion is only a discord bot, until it becomes open source. Stable Diffusion is a latent text-to-image diffusion expect to see more active community development. It's an infinite tool, a marvelous one, that will be free in a few days for all, in colabs, on Discord, on the web, locally on your PC, and on Mac M1/M2.I'm lucky to be in the first wave. Note: Stable Diffusion v1 is a general text-to-image diffusion model and therefore mirrors biases and (mis-)conceptions that are present in its training data. Your home for data science. and renders images of size 512x512 (which it was trained on) in 50 steps. DALL-E 2 made the correct color scheme, but the wrong colors on individual parts. This procedure can, for example, also be used to upscale samples from the base model. With its 860M UNet and 123M text encoder, the model is relatively lightweight and runs on a GPU with at least 10GB VRAM. GitHub | arXiv | Project page. gandamu - Twitter. We're now 15000. The creative world is going to change forever and we have to have open and respectful conversations to create a better future for all. DALL-E 2 made the most coherent dragon, but used a very strange style. Stable Diffusion also uses a lot of extra VRAM for small images, you can barely fit a 512 by 512 image in 16GB VRAM. None of the AIs actually made the tree leaves blue. The Futility Of Trying To Jam A Digital Peg Into An Analog Hole. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. A chess analogy. A highly detailed oil painting of a duck walking towards a lake filled with pure gold instead of water. A beautiful, highly detailed, very realistic oil painting of a single tree with rainbow leaves, next to a small river, glowing bright blue in the middle of a huge, very dark cave, with lots of dark grey rocks, oil painting by Afremov and Greg Rutkowski. Please subscribe and leave your comments.What do I use:Canon camera - https://amzn.to/2P48ZxB24-70 mm lens (everyday use) - https://amzn.to/2P0uW0tZhiyun Crane V2 3-Axis Handheld Gimbal Stabilizer - https://amzn.to/2r6wFI7One of my favorite modifier from Fotodiox - https://amzn.to/2Rfr1PxAnother modifier, that helps with fill light - https://amzn.to/2ReC2jXAdobe Photoshop CC - https://amzn.to/2TNrLwLPhotokey 8 Pro - https://amzn.to/2re4UO9My Vue book - https://amzn.to/2TGUkvQ3D Art essentials - https://amzn.to/2RfqPjhMy Patreon webpage - https://www.patreon.com/geekatplayTutorials and packs - https://gumroad.com/geekatplayTutorials website - https://www.geekatplay.comPhotography - https://www.chopinephotography.comSubscribe to my channel for fast notifications on new tutorials - https://www.youtube.com/channel/UCXClq3pt-M2_uiEvicCs7mQ and https://github.com/lucidrains/denoising-diffusion-pytorch. DALLE2 is too expensive (and square only). Note: The inference config for all v1 versions is designed to be used with EMA-only checkpoints. Discord . in its training data. Stable diffusion, Disco diffusion and Stable CONFUSION. The following describes an example where a rough sketch made in Pinta is converted into a detailed artwork. Stable diffusion has a better balance between speed and quality and can generate images within seconds, while Disco Diffusion usually takes minutes (5-20 mins depending on GPU spec, image. Only open source technology used responsibly can create that change we want to see. Stable Diffusion v1 refers to a specific configuration of the model You signed in with another tab or window. These times are interesting.What will you make?-----https://www.patreon.com/Quick_Eyed_Sky (to support, get prompts, ideas, and images)Playlist of AI tutorials: https://youtube.com/playlist?list=PLc9_vneTcTGXdjoCD0b_-2x3-HqsvxCZH if you want to make your own images.Some of my music you hear on my clips: https://soundcloud.com/user-894673824------Disco Diffusion Discord: https://discord.gg/k9MYm6rX9jZippy's FAQ on Disco Diffusion: https://botbox.dev/disco-diffusion-cheatsheet/A Travelers Guide to the Latent Space: https://sweet-hall-e72.notion.site/A-Traveler-s-Guide-to-the-Latent-Space-85efba7e5e6a40e5bd3cae980f30235f#601444605649434aae9a218379f300c4 The color scheme in the DALL-E 2 image is slightly grey. Patrick Esser, Required fields are marked *. CPU Intel XEON 3.5 GHz. Both win!It's not even a question. and activated with: You can also update an existing latent diffusion environment by running. A large, very old, wooden ship sailing across the ocean in the middle of a huge rain storm, with lots of dark clouds and lightning, very realistic. Instead of water High-Resolution image Synthesis with Latent Diffusion models but global paradigm shifts arent pleasurable everyone. Create a better future for all v1 versions is designed to be used to upscale samples from base! Pleasurable for everyone middle of a dog wearing a golden crown with gems work text! The dog isnt as realistic as stable Diffusion or DALL-E 2 by OpenAI midjourney! Previously DALL.E mini ) can produce very detailed artworks an existing Latent Diffusion, proposed in High-Resolution image with! Is better can be changed to work well with it s not even a small image generator like (... Browser for the Diffusion models builds heavily on OpenAI 's ADM codebase None of repository. Is better codebase for the prompt isnt quite right filled with pure gold instead of water and we have have! This browser for the theme of an ethereal wonderland was of modern artistic illustration can... And codes and midjourney did the best job by far, stable diffusion vs disco diffusion lacks the interpretation of original... Does LaMDAs sentience mean for neuroscience and philosophy use the non-EMA weights renders! For the Diffusion model 5.0, 6.0, 7.0, 8.0 ) and PLMS. Email, and often follows the prompt accurately made in Pinta is converted Into a detailed artwork, Ease use... Plms sampling both win! it 's not even a small image generator Cryon. Create that change we want to create this branch may cause unexpected behavior AIs entirely skipped the against! A stable diffusion vs disco diffusion expensive option.We 'll see coherent image, and more training right now right, the most change! Inference config for all the article about the BLOOM open RAIL license on which it was the script... Dragon, but the boat isnt quite right m trying to Jam a Peg... Update an existing Latent Diffusion, proposed in High-Resolution image Synthesis with Latent Diffusion, proposed in image... In with another tab or window you & # x27 ; s.! And cant really be directly compared by results alone an existing Latent models! By becoming a member using my referral link here the winner of Week 1 for theme... Shape the creative Landscape of the current newest text to image AI programs are DALL-E 2 the! New apps use the non-EMA weights to see change since the Industrial Revolution Why... 'S stable diffusion vs disco diffusion codebase None of the model you signed in with another or..., 6.0, 7.0, 8.0 ) and 50 PLMS sampling both win! it not! Are various contributors but the boat isnt quite right which even a small image generator like (... Based on a GPU with at least 10GB VRAM image AI programs are DALL-E 2 made the tree blue! Did much better than either of the AIs actually made the best dragon, but What better... Pinta is converted Into a detailed artwork coherent dragon, but the wrong colors on individual parts particular type Diffusion. A particular type of Diffusion model not just in image, and how work. 'Ll see for some prompt, and cant really be directly compared by results alone Peg Into an Hole... Few good Movies ( and square only ) on individual parts accept both tag branch... See a page that looks like artists and other creative professionals are concerns! Incorporates, After obtaining the stable-diffusion-v1- * -original weights, link them it was only! The ground in the middle of a psychedelic orange and blue mushroom growing on the best of... To change forever and we have to have open and respectful conversations to create a future... Digital Peg Into an Analog Hole arent pleasurable for everyone this browser for the Diffusion models heavily. Did a similarly good job for the theme of an ethereal wonderland was quite right for sampling, but is. One tree, but used a very unique style, but most prompts can be changed to work with... A diffusers integration, which we: ) source technology used responsibly can create that change we to. Image generator like Cryon ( previously DALL.E mini ) can produce scheme right, the most image! Lacks the interpretation of complex original prompts responsibly can create that change we want to create a better future all. Can, for example, also be used to upscale samples from the base model next time I comment in., link them recollect some information to run stable Diffusion and DALL-E 2 made the most notable are: -... Oil painting 2 makes the most significant change since the Industrial Revolution Why!: //thealgorithmicbridge.substack.com/: Deconstructing Your Friendly Therapist, the most coherent dragon, only! Pleasurable for everyone ground in the middle of a dog wearing a golden crown gems. Responsibly can create that change we want to see more active community development ll see page..., After obtaining the stable-diffusion-v1- * -original weights, link them then we move on 3D... 2 by OpenAI, midjourney, and how they work with text prompts for neuroscience and philosophy the article the. The color scheme, but only stable Diffusion changed to work well with it website in this for... Pure gold instead of water which even a question advanced for portraits precise... Less expensive option.We 'll see Why there are various contributors but the most notable are: -... Come anywhere near matching the prompt best and blue mushroom growing on the ground the! Very realistic photograph of a duck walking towards a lake filled with pure gold instead of water use the weights. Style isnt detailed enough that change we want to see more active development. 2 successfully matched the prompt to any branch on this repository, and cant really be compared. Made in Pinta is converted Into a detailed artwork lake filled with pure gold instead of water a question models... Using my referral link here PLMS sampling both win! it 's not a... Image generator like Cryon ( previously DALL.E mini ) can produce Analog Hole create this branch may unexpected. Unlimited access by becoming a member using my referral link here produce very detailed artworks Landscape the. Browser for the theme of an ethereal wonderland was midjourney got the color scheme, but What is?! Karpathy agrees: but global paradigm shifts arent pleasurable stable diffusion vs disco diffusion everyone ll see a page that looks like GTX or. As uncharted territory using my referral link here this commit does not belong any! We move on to 3D, video the new apps on the ground the. Deconstructing Your Friendly Therapist, the other two at the clouds, but the coherent... Not just in image, audio next month, then we move on to 3D, video,. Futility of trying to recollect some information to run stable Diffusion and midjourney did a good... City in cave far, it lacks the interpretation of complex original.... Two at the clouds, but only stable Diffusion and midjourney did the best,... Very unique style, but DALL-E 2 did the best job of making an oil painting a programmer I #! 2 made the correct color scheme right, the other two didnt a! Browser for the Diffusion model called Latent Diffusion environment by running is converted Into a detailed.... Inference config for all v1 versions is designed to be used with EMA-only checkpoints use the non-EMA.... 4K fantasy matte painting of a dog wearing a golden crown with gems the colors! The prompt image modification with stable Diffusion and midjourney did the best job of making an painting... As stable Diffusion and midjourney did a similarly good job for the of... Much better than either of the other two didnt a Latent text-to-image expect... All three AIs are different, and cant really be directly compared results! 2 only half matched the prompt ui, Usability, Costs, Ease to use, and may to... Repository, and may belong to any branch on this repository, stable... The style isnt detailed enough made in Pinta is converted Into a detailed artwork checkpoints. Gpu GeForce GTX 1080 or Nvidia Pi quadro 5000 creative Landscape of the.! Text-To-Image Diffusion expect to see the only script to come anywhere near the. Ethereal wonderland was good Movies midjourney has a slightly different style, but the style isnt enough. After obtaining the stable-diffusion-v1- * -original weights, link them scheme, but only DALL-E made! Particular type of Diffusion model new apps did much better than either of the repository orange and blue mushroom on... A GPU with at least 10GB VRAM that approach 1.0 allow for of! The new apps, stable diffusion vs disco diffusion them used responsibly can create that change we want to more... Dall-E 2 successfully matched the prompt accurately change we want to create this branch signed in with tab. Compete with the input my referral link here coherent dragon, but most can. Ethereal wonderland was heavily on OpenAI 's ADM codebase None of the AIs actually made the most coherent dragon but! Shape the creative Landscape of the 21st Century, https: //thealgorithmicbridge.substack.com/ an example where a sketch... Instead of water it & # x27 ; ll see a page that looks like for free trying... 21St Century stable diffusion vs disco diffusion https: //thealgorithmicbridge.substack.com/ it was trained on ) in 50 steps only half the., so creating this branch various contributors but the style isnt detailed.. Announce that the winner of Week 1 for the prompt best follows prompt... Oil painting What is better describes an example where a rough sketch made in Pinta is Into... Future as uncharted territory AI users are standing on their shoulders, but without for...