disco diffusion vs stable diffusion

Disco Diffusion (DD) is a Google Colab Notebook which leverages an AI Image generating technique called CLIP-Guided Diffusion to allow you to create compelling and beautiful images from just text inputs. What's disco diffusion? The server has 256 GB RAM, along with two INTEL Xeon E5-2660 v3 CPUs, with 10 cores each. Stable Diffusion also has quite a nice understanding of modern artistic illustration and can produce very detailed artworks. Stable Diffusion with Diffusers - Hugging Face However, Stable Diffusion is a very fast AI script. Conjuring images with Stable Diffusion | by Marco Worms | Oct, 2022 LAION-5B is the largest, freely accessible multi-modal dataset that currently exists. Save my name, email, and website in this browser for the next time I comment. This section of tests is for the AI script Disco Diffusion. Or is it limited. Your email address will not be published. Vote. Disco Diffusion Cheatsheet - Dreaming Computers By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. It is also very customizable, and you can make relatively large images with low VRAM. While DALL-E 2 has around 3.5 Billion parameters, and Imagen has 4.6 Billion, the first Stable. The rise of a new Artist that will rule them all. I will also show the images created, to demonstrate that the images are of similar quality on both GPUs. Diffusion models are inspired by non-equilibrium thermodynamics. From my understanding, the CUDA operations were built for NVIDIA so the currently distributed version of DD v5.6 cannot be run on Apple machines / AMDs. Disco diffusion prompt weight - ugw.psch.info 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? Stable Diffusion Online DALLE2 is too expensive (and square only). A large, very old, wooden ship sailing across the . In this video, I am looking at and testing different solutions for image upsca. Both GPUs are installed in a single Supermicro 1028GR-TR server, with PCIe-3.0 x16 risers. If you are in their Discord server, and want to make an image, but the settings are too confusing, this guide should help you make the best . Diffusion Models Vs GANs: Which one to choose for Image Synthesis 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. FP16 Precision However, it lacks the interpretation of complex original prompts. 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. Cookie Notice Before reading the results, you should know what these two different AI programs are good at. All tests are measured in time to generate, per individual image. Disco Diffusion - Dreaming Computers Incredibly, compared with DALL-E 2 and Imagen, the Stable Diffusion model is a lot smaller. So I used dream booth and disco diffusion images to create a custom checkpoint in the dream booth notebook. Disco Diffusion DALL-E 2 Prompt #2 A scenic view of a Scottish loch in the Isle of Skye Disco Diffusion DALL-E 2 Prompt #3 A lady in a long white dress lying amongst many large snakes,. It is also very customizable, and you can make relatively large images with low VRAM. THen how to set it up on a machine. Then again, can I train it on the models I like? It generates anime illustrations and it's awesome. . It can inspire a designer: This is an armchair in the shape of an avocado from OpenAI. They are my new toys. 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. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. As a programmer I'm trying to recollect some information to run Stable Diffusion locally.This is the computer on which it will run: GPU GeForce GTX 1080 or Nvidia Pi quadro 5000, GPU:NVIDIA GeForce RTX 3070-class or AMDs latest RDNA 2 based GPU, CPU: AMD EPYC 7543P (WIP) 2.8 GHz (up to 3.7 GHz). The different numbers after FP represent the precision of the operations for the AI scripts on the GPU, a higher number is higher precision, but often slower on the GPU. Currently, AI generates low-resolution images, some even 512 x 512 px in size. 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. Stable Diffusion . All I can find are some views thirsty youtuber videos saying "hey look I can type, watch my prompts" and some comparison videos, or some advices on how to prompt. This is the computer on which it will run: GPU GeForce GTX 1080 or Nvidia Pi quadro 5000. Falcon Knight made with Stable and Disco Diffusion For Disco Diffusion I took the frist 4 images and for Craiyon I took the 4 best out of the 9 images. Stable Diffusion vs Disco Diffusion | by Cheng He | Medium As a comparison, running this script using the default settings (256256, 50 DDIM steps) on an A100 takes 3 seconds. DALL-E + Disco Diffusion | by Cerulli Marco | OCI4 - Medium 21 mtksm 21 days ago It's another diffusion model that has a somewhat more creative/artistic output at default vs stable Diffusion which is generally more photorealistic. it`s aware of what food is and even what . . Unexpected Performance for AMD vs NVIDIA GPUs Running Disco Diffusion It is trained on 512x512 images from a subset of the LAION-5B database. 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. However, when switching to full precision mode, the AMD Radeon Instinct MI25 nearly matches an A100, even though it costs almost 50 times less. They define a Markov chain of diffusion steps to slowly add random noise to data and then learn to reverse the diffusion process to construct desired data samples from the noise. Stable is much more advanced for portraits and precise things. Image generation time does not include time loading the model, since generating more images without reloading the model scaled by image generation time, not time loading the model. Required fields are marked *. Reddit and its partners use cookies and similar technologies to provide you with a better experience. 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. ultra-detailed. Midjourney did the best job of making an oil painting. Disco Diffusion is a very popular image generation AI, many people have made custom models to use with it. Stable Diffusion vs Midjourney vs DALL.E2 - Analytics India Magazine By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. Floating point means a decimal, which makes that number seem even higher. All images were generated using autocast precision. Stable diffusion did the best job for making a realistic image, even though oil painting is specified. None of the AIs actually made the tree leaves blue. As we can see, with the default settings (autocast, 256256, 50 DDIM steps), both the MI25 and M40 perform similarly, and both are about 3 times slower than on an A100. Stable Diffusion is unable to produce those prompts which even a small image generator like Cryon (previously DALL.E mini) can produce. I decided to use the same prompt for all images, to insure that the results are similar enough to compare them. An easy way to build on the best stable diffusion prompts other people has already found. What is the difference in Disco Diffusion and Stable Diffusion? Reddit and its partners use cookies and similar technologies to provide you with a better experience. It is most likely the equivalent of FP16, however, it is hard to tell in this script. People like to generate an init image in stable and then sauce it up in disco. Both win!It's not even a question. Stable Diffusion: Prompt Guide and Examples Details on the training procedure and data, as well as the intended use of the model can be found in the corresponding model card . Disco Diffusion is a very customizable image generation AI scripts that can create somewhat large images on low VRAM, such as making a 1280 by 720 image on 16GB while still having extra VRAM to use for models. For more information, please see our Midjourney vs DALLE-E vs Disco Diffusion vs Craiyon (DALL-E Mini I have picked two very different AI programs, Disco Diffusion and Stable Diffusion, to benchmark these two GPUs, to figure out which GPU performs better. For Disco Diffusion I took the frist 4 images and for Craiyon I took the 4 best out of the 9 images. Hello, As a programmer I'm trying to recollect some information to run Stable Diffusion locally. People are even claiming it is the new state-of-the-art among "generative search engines," as Mostaque likes to call . hi, thank you so much for sharing the performance difference in such a detail! Which AI is better? Dall-e 2, MidJourney, Disco Diffusion, and Stable Required fields are marked *. To benchmark the two GPUs with Disco Diffusion and Stable Diffusion, I will test changing a few settings for each scripts, on both of the GPUs. They are called differently, but essentially do the same thing.Why weren't they combined into one to achieve a better result, instead of being separeted. Stable is much more advanced for portraits and precise things. 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. FP16 precision means floating point 16 precision, its similar to the more common FP32, but lower precision, and therefore, faster. Autocast precision is the default precision mode in Stable Diffusion. MidJourney needs a web interface and a less expensive option.We'll see! Disco Diffusion VS Stable Diffusion -prompt Although the result images are a set of four images, the generation time is per individual image, rounded to whole seconds. Based on running this scripts many times, Ive discovered that the model is trained with some watermarked images, this makes some of the results have a watermark in them. Your email address will not be published. Generation time is in minutes:seconds. All seeds used were randomly generated, to create many different example images, different seeds do not affect generation time. Based on running this scripts many times, I've discovered that the model is trained with some watermarked images, this makes some of the results have a watermark in them. Privacy Policy. OpenAI, the creator of CLIP, is releasing Version 2 of DALL-E, which will probably be the evolution of Disco Diffusion. We're now 15000. Created by Somnai, augmented by Gandamu, and building on the work of RiversHaveWings, nshepperd, and many others. You can check directly on OpenAI. Help. Midjourney vs DALLE-E vs Disco Diffusion vs Craiyon (DALL-E Mini) A beautiful rococo painting of a Persian woman covered in peacock feathers standing before a red mosaic wall. Disco Diffusion VS Stable Diffusion -prompt. Disco Diffusion animation inside stable diffusion : r/StableDiffusion Unlike Stable Diffusion, Disco Diffusion is a very slow AI, since it can make much larger images, and uses many more models. The table below shows the nominal specifications of the two GPUs: Bases on the specs alone, it appears that the MI25 would perform far better than the M40, however, there are many differences in the design that make them too different to compare based on the specs alone. Stable diffusion, Disco diffusion and Stable CONFUSION imagen-pytorch - Implementation of Imagen, Google's Text-to. Midjourney vs DALLE-E vs Disco Diffusion vs Craiyon (DALL-E Mini) A beautiful rococo painting of a Persian woman covered in peacock feathers standing before a red mosaic wall. I find that DALL-E performs incredibly well with . Create beautiful art using stable diffusion ONLINE for free. I would like to know the difference between Disco Diffusion, Stable Diffusion, Latent Diffusion. The result images are linked to each generation time. Im familiar with running codes but not so much with hardwares, especially GPUs. Based on this speed difference, you may expect the images generated with the default settings to be better, but all images created using Stable Diffusion are of equal quality, unless settings such as resolution or DDIM steps are changed. disco-diffusion. For more information, please see our Deforum Stable Diffusion Disco Diffusion What are Diffusion Models? . PLMS appears to have little to no effect in time, no more than a one second difference, even for large images. Stable Diffusion vs Disco Diffusion. (It would help me tremendously if theres a way to run DD on AMD + Mac Pro instead of having to buy a PC). !. Disco Diffusion VS Stable Diffusion: Same Prompts, Different Images Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. Stable Diffusion Settings Guide - Eliso's Generative Art Guides Stable Diffusion is an AI script, that as of when I'm writing this, can only be accessed by being in their Discord server, however, it should become open source soon. You can get either to play away from their tendencies but that's my take. How to upscale images created with AI - Dall-e, MidJourney, Disco Do I just run python and follow the commands?This is the repo I found: https://github.com/CompVis/stable-diffusion. What is better? Stable Diffusion and Disco Diffusion are both Diffusion models, but with significant changes on the learning/generative process, leading to dramatically different results. 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. and our For this test, I am using a NVIDIA M40 GPU and an AMD Radeon Instinct MI25 GPU. Save my name, email, and website in this browser for the next time I comment. I adore both of these. and our Stable Diffusion Tutorial - How to use Stable Diffusion | NightCafe Stable diffusion, Disco diffusion and Stable CONFUSION. For this scripts, rather than a choice between FP16 and FP32, the setting allows either full precision or autocast precision. CPU Intel XEON 3.5 GHz. Precision mode normally means FP16 compared to FP32, or even FP64, which stand for Floating Point. FLOPS means floating point operations, often measured in floating point operations per second. Unlike Stable Diffusion, Disco Diffusion is a very slow AI, since it can make much larger images, and uses many more models. AI Comparison: DALL-E 2, Midjourney, and Stable Diffusion Privacy Policy. Disco Diffusion also has a lot of compatible CLIP and diffusion models to choose from, since its a common AI script to train models for. Models #1 = VITB32, VITB16, and RN50Models #2 = VITB32, VITL14, VITB32_LAION2B_E16, Your email address will not be published. DALL-E 2 made the correct color scheme, but the wrong colors on individual parts. Your email address will not be published. DALL-E 2 vs Disco Diffusion - Medium Full precision is the alternative option to autocast precision, It is unclear what it does, however, it most likely switches from FP16 to FP32. Disco Diffusion is a very popular image generation AI, many people have made custom models to use with it. Disco Diffusion animation inside stable diffusion. Stable Diffusion also uses a lot of extra VRAM for small images, you can barely fit a 512 by 512 image in 16GB VRAM. 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 RAM 12gb. 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. Diffusion Models Vs GANs: Which one to choose for Image Synthesis Both of them have found wide usage in the field of image, video and voice generation, leading to a debate on what produces better resultsdiffusion models or GANs. This is the prompt I used for all tests: A beautiful, highly detailed oil painting of a mysterious green emerald tower next to a glowing blue lake in the middle of a dark forest at dusk in the style of Greg Rutkowski and Afremov, highly detailed oil paintingAll other settings not listed are either the defaults, the same on every test, or do not affect speed.

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