Fooocus quality vs speed

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• Beyond the barriers of cost or connectivity, Fooocus provides a canvas where Dec 15, 2023 · AMD's RX 7000-series GPUs all liked 3x8 batches, while the RX 6000-series did best with 6x4 on Navi 21, 8x3 on Navi 22, and 12x2 on Navi 23. cc. quantity. 5 512x512 benchmark number for 4070 is around 16it/s. The computer in the body decides on the current state of focus. Jan 7, 2021 · 5. 5 is amazing. Unfortunately, having one often comes at the cost of the other, leaving professionals to make a decision on which is more important. 3. May 7, 2024 · Speed: Uses 30 sampling steps to generate the image; Quality: Uses 60 sampling steps to generate the image; Extreme Quality: Uses LCM-LoRA to generate the image faster; Based on your GPU, you can choose any of the three performance options. Dec 8, 2023 · 3. It does the right thing for the user: the software has a positive impact on the user. Perimeters: 60 -> 45. In reality, it requires certain experience and know-how to juggle between everything going on. It combines the best elements of Stable Diffusion and Midjourney, requiring minimal manual tweaking and offering high-quality text-to-image capabilities. What Platform to Use? In this demo, I'll be working with the one and only Fooocus to run the model and create the images. Hi, I've been using both ComfyUI and Fooocus and the inpainting feature in Fooocus is crazy good, where as in ComfyUI I wasn't ever able to create a workflow that helps me remove or change clothing and jewelry from real world images without causing alterations on the skin tone. json file in the settings folder. Fooocus has included and automated lots of inner optimizations and quality improvements. Nov 29, 2023 · I would like to see that the picture when selecting this model updated in real time or something like that, after the addition of the promt, that is, we change the promt and the picture is updated, we add something and the picture on the same seed is updated and the token we need is added. Ideal for users who want to concentrate on prompts and images without the complexity of SDXL + FOOOCUS : r/StableDiffusion. For RuinedFooocus, the same thing, but you need to edit the paths. Fooocus has simplified the installation. This command does the following: . Once 7zip is installed, right-click on the downloaded file, navigate to 7zip in the context menu, and choose to extract the files. Marketing and Advertising. pause. The speed on this machine is about 1. There is no magic way of doing quality and high speed generation unless you have better Here are the speed differences between SPEED (left) and QUALITY (right) profiles: External perimeters: 35 -> 25. You can find the comparison between Extreme Speed (LCM) and Lightning here: #2416. Use 7zip to extract this file. Content Creation. This testing with the Stable Assistant, that seem higher quality that the API initial demo they enabled. The concept is based on training big models with large amounts of data, resulting in the ability to generate high-quality images from text. Sep 3, 2023 · Fooocus has included and automated lots of inner optimizations and quality improvements. Dec 1, 2017 · Speed and quality — they’re debatably the two most sought-after exploits to participants in the software development lifecycle. Similarly, in the 1024 by 1024 test, the average time was 21. This will open a Powershell terminal window. Also put the setting to prioritize speed over quality. Dec 13, 2023 · The minimum requirements for Fooocus are 4GB of GPU Memory (VRAM), and 8GB of system memory (RAM). Nov 29, 2023 · The next section down is the Performance area (#3) where you can select “Speed”, “Quality”, or “Extreme Speed”. Fooocus WebUI: The Fooocus webui has to be the most interesting blend of advanced image diffusion features while at the same time being the a simple toned down interface. In short, it states that an equilibrium point between cost, speed and quality is unattainable. A female magician wearing a magic hat,Sitting at the street coffee table drinking coffee Feb 19, 2024 · Yes! Using a 4-step process and the Euler-SG Uniform sampler yields the best performance without the need to reload LoRAs. , only difference is the performance setting. Fooocus takes a very long time, and often finally ends by killing the terminal window. It only changes the noise reduction. Jun 7, 2020 · It quotes the book Art & Fear, written by David Bayles and Ted Orland (Atwood, 2008). but keep in mide that the step in fooocus is different from webui/comfyui since we use special quality improvement on exact step numbers like 30, and this also influences the sd15-as-refiner improvements. It needs more steps (30) and significant more time (500 seconds). With Fooocus, you can envision your images in multiple styles—each option can be quickly selected from a preset menu within the software. Spent the day trying it. Quality setting is 60 steps, start there. A1111 vs Fooocus speed. Feb 29, 2024 · Users can choose between speed, quality, or extreme speed based on their specific performance needs. Comparison. Download the zip file on this page. Apr 29, 2024 · To use Fooocus enter a prompt in the prompt box, such as a cute dog and click on the 'Generate' button. (CFG Mimicking from TSNR = 1). Like Stable Diffusion or Midjourney, it uses AI to create images based on your text descriptions (prompts). Finding the optimal solution can be challenging. I would rather double the speed by setting cfg at 1. Thank you @lllyasviel for creating Fooocus! Using Fooocus and SDXL with an RTX 3070 and a Ryzen 9 5900X, my renders take between 15 and 30 seconds. My A1111 stalls when I press generate for most SDXL models, but Fooocus pumps a 1024x1024 out in seconds. 5 has a unique artistic style and cinematic view, while SDXL models are still better in face Jan 23, 2024 · 1. fooocus. They no longer have to waste their time and effort worrying about speed and quality (or arguing which is superior) but instead, they can focus on their jobs Oct 29, 2023 · quickly find a suitable picture should use the skip button. Aperture – a hole within a lens, through which light travels into the camera body. “Speed” is the default setting and it was the one I used on the Jan 19, 2024 · Under setting you can choose the generation process from speed, extreme speed or quality. Smaller images <512 on each side would result in a much better times albeit poorer quality. The generated image will appear in the 'Image Preview' section. Of course, different businesses may put a different emphasis on one or the other. For Invoke AI and SD Next, you can change these in the settings. Confidence determines speed vs. Oct 8, 2023 · Give related but low-quality and over-burned image: Partially ignore some images that it cannot understand, still give high-quality results: Quality Influence: Using image prompt does not influence the output quality: Using image prompt influences the quality of base model: Using image prompt does not influence the output quality, almostly Try lowering it to 0. Speed” faced by so many software teams. Closed. Sep 13, 2012 · 1. The following strategies for software development can be particularly effective in effectively balancing speed and quality. Although I have to say the image was quite good in quality and resolution. 0_0. Double-click run. Whether you’re working with old photographs, digital art, or marketing materials, upscaling ensures your images stand out in clarity and quality. I'm interested in your opinion. Aug 28, 2023 · This article looks at some competing forces in SEO and how to approach them. Whether you’re an amateur enthusiast or a seasoned professional, Fooocus empowers you to unleash your creativity without Dec 27, 2023 · Introduction. It's amazing! Much easier to get great images than A1111, which makes the whole process a lot more fun. txt file to point to your models, remember to use \\ and not a single \. Activate Advanced options. In product development, speed and quality are two important variables. Please download models again. Project management triangle is a pretty well-known concept. [ 12 ]. cfg is guidance scale in advanced. Aug 25, 2023 · With same prompt of An astronaut riding a rainbow unicorn, cinematic, dramatic, at speed mode, it took Fooocus 17s but it only took official sdxl model around 8s to run, at 30 steps, with expert ensemblance refiner. I love Fooocus, but it is incredibly slow Dec 12, 2023 · yes you can change step in advanced -> dev tools -> Forced Overwrite of Sampling Step. Jan 12, 2024 · To get better speed, choose the 'Extreme speed' mode in advanced->Setting (see below): This is the information shown in terminal. It automates many settings, letting you focus on writing great prompts and cant show all 4 pics properly couldnt scroll out, cant find where output folder is, but each image took 47seconds to render with additional 30 seconds with the refiner. Pretty impressive – nowadays laptops with 3060 are usually at very acceptable price. Step 4: Saving and Exporting the Image. Easily share your creations with the community or collaborate with others to explore new creative horizons. Choosing Aspect Ratios and Styles with Ease. 1, Juggernaut euler_a + karras，CFG=1. Examples of shutter speeds: 1/15 (1/15th of a second), 1/30, 1/60, 1/125. I've been experimenting with Fooocus and discovered that the Fooocus V2 style adds an extra layer of influence to the drawing, beyond just the prompt. The first two (Hyper) differ only in the scheduler - karras vs align_your_steps. Jan 25, 2024 · Upscaling with Fooocus is like giving your images a VIP treatment. Aug 17, 2022 · 1. 👍 1. Leverages a proprietary Jan 26, 2024 · Tech Craft: Fooocus vs ComfyUI for Intel Arc GPUs. Step 3 - Generate Your Image. Refine the LCM result with Turbo 8 steps give me great result. imgae: github fooocus. Today, we’re embarking on a digital art safari, exploring the diverse landscape of styles offered by the one and only Fooocus. Negative prompt, this is where you will include any words or descriptions that you want to exclude from your image. Below is a test on a relatively low-end laptop with 16GB System RAM and 6GB VRAM (Nvidia 3060 laptop). 5 has shown that it works best in speed performance. @littlenikita Fooocus and (Gen)AI tools in general highly benefit from using a potent, dedicated GPU, which Macs/Macbooks do not offer (except for the Mac Pro). It enhances the resolution, sharpens the details, and maintains the essence of the original image. Also the expand canvas feature seems to me the best in the market in terms of being coherent. Jun 12, 2024 · From detail and lack of detail artifacts SD3 seems superior to me to most of any other image generation. Don’t forget about one or the other. Simple prompt, subtle differences in details. Automatic1111 sd1. We would like to show you a description here but the site won’t allow us. This gives you the most detailed image, but it’s also the most computationally intensive 1. A turbo/lcm model can do in 5 steps what a regular model does in 30, without losing quality. I use the Speed option as it’s fast and still generates images that look amazing. I am not sure there really is a good way to do what you want. Does Fooocus support face swapping, and how accurate is it? Fooocus incorporates InsightFace technology for face swapping, offering high precision and realism. A magazine quality shot of a delicious salmon steak, with rosemary and tomatoes, and a cozy atmosphere A Coca Cola ad, featuring a beverage can design with traditional Hawaiian patterns A highly detailed 3D render of an isometric medieval village isolated on a white background as an RPG game asset, unreal engine, ray tracing Apr 27, 2024 · Images of each round were created using the same model / config / seed / styles / etc. Dec 6, 2023 · The speed of creating an image depends on how many steps you take. logs Status: Fooocus is an open-source, image generating software focusing on ease of use. The images that generate eventually are impressive, and I can't get XL working on A111, SDnext, or InvokeAI. Apr 18, 2024 · Follow these steps to install Fooocus on Windows. safetensors". 9vae. Fooocus will pull the newest model after the code has been adjusted in a PR and users use entry_with_update. E-commerce and Product Visualization. Download and Unpack Fooocus. Secure: the software is protected from malicious use; 3. "Speed" is the default setting and it was the one I used on the above images, but Fooocus is at the forefront of AI-driven image Generation, offering a suite of tools designed to cater to both novice users and advanced creators. Aug 16, 2023 · I'm having the same issues on Ubuntu 22. 1. In one of the recent revisions the console output showed 'Skipped negative',and effectively the actual negative prompt was ignored. Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs: Learned from Stable Diffusion, the software is offline, open source, and free. Alright, folks. As new models, refiners, and other Moving on to Comfy UI, we found that it offered even faster performance than Invoke AI. I’ve developed the following workflow but I hit one buffer, as marked: a) Build text prompt, run batch of 6-10 images on Extra Speed (8 steps) b) Find an image I like, put it in the image selection and run again on “Quality” C) here’s the issue - this will sometimes change the image quite a bit. Nov 13, 2023 · With newer updates, negative prompts in LCM (Extreme Speed) mode are still ignored, but no longer showing in the console output. Educational and Training Materials. Stable diffusion is a model used for text-to-image generation. prompt: a single halloween pumpkin isoalted on plain background, no background, white background. Secondly, you will choose your desired resolution. Focus on ease of use: Fooocus aims to be more user-friendly than other image generation tools. bat to start Fooocus. I also see a significant difference in a quality of pictures I get, but I was wondering why does it take so long to fooocus to generate image but DiffusionBee is so fast? I have a macbook pro m1pro 16gb. 0 4 steps Lora, steps=8 , 2 steps Lora, steps=5 , test Fooocus v2. in most cases, if you are able to get good results by changing steps, then you can try restart fooocus and do not I use automatic 1111 for times when I don't care about speed, I just want accuracy and poor performance. May 16, 2024 · As already pointed out by @Rogala, Fooocus is designed for both light and heavy users, and light users do not need to be confronted with a granular step slider by default. 5. Fun fact: Performance and preset Hyper-SD is already fully functional in PR #2812 Fooocus is a free and open-source text-to-image generation tool. this is with my laptop gpu 3060 6gb vram. All images (105 styles) below are generate with same prompt and seeds. The style really enriches the initial prompt according to its own aesthetics, if any are present, and does not bring realism into pixel art. Operating offline, and offered as an open-source solution, this software empowers users to dive into the realm of image generation without constraints. I really like how it's easy to get the darker Midjourney style, and the included styles all work quite well. The Use Case of Fooocus Ai. Negative prompts work as usual and expected in Speed and Quality modes. Dec 29, 2023 · It should perform well, which involves the software’s speed, resource efficiency, and security, ensuring data protection and resistance to breaches. That paradox seems to have no right answer as: Quality alone slows down the organization to remain competitive; Speed alone accumulates technical debt that fails equally in the mid-term. Keyword optimization RESULT image. patch" (the size of this file is 1. When I want high quality inaccurate stuff I use comfy UI. It utilizes language models and neural networks to recognize and generate images Basedon textual prompts. The key to focusing on product quality and speed of service is to take both in stride. Basically the lens and the body work as a closed loop system. Mar 4, 2021 · Brandon’s article posits there are two things one needs to consider: 1) one’s confidence in the importance of the problem and 2) one’s confidence in the correctness of the chosen solution. You can also upscale with SDXL Turbo after LCM, which give me 2x size result in short time. Maintainable: the software is easy to change and operate; 4. bat when you want to use lightning models. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. Also, the Quality setting does not have anything to do with the filters and will not disable any filters by changing the quality slider. Make sure Docker Desktop is running, and then type the following docker command: docker compose up -d. In the 768 by 1024 test, the average time was 16. you can change step in advanced -> dev tools but these are dangerous settings that may make results worse. You can play around with values a little, cfg scale from 1-2, steps from 4-8. Oct 27, 2023 · Only 8 it took over 5 minutes to generate one image as it was running 50s/it on Ryzen 5 5500. Volume of URLs: Ranking footprint vs. If you want better quality images, choose the 'Speed' mode in advanced->Setting: The logs are in terminal. Of course those will change the image a little as well. 5x or 2x might be the route to go. However, if I maintain the CFG at 1, the performance speed is 6. Once I got good results, I upscaled with the SDXL model, which gave me more detailed results. Interestingly, if I increase the CFG beyond 1, the performance speed decreases to 3. Teams that have experienced this phenomenon know that life will never be the same again. Inference (image generation speed) on a relatively lower-end laptop with 16GB System RAM and an NVidia 3060 (6GB VRAM) can take approximately 1. Apr 21, 2024 · Step 3: Launch Fooocus. Set and encourage a deadline that is ambitious but realistic. DiffusionBee takes less than a minute for 512x512 50steps image while the smallest size in fooocus takes close to 50 minutes. quality. 16 seconds, a mere two seconds faster than Invoke AI and considerably faster than Automatic 1111. Experiment with different model presets for varied artistic or realistic outputs. Fooocus is set apart by automating many steps a user would otherwise do manually. Right-click on the zip file and select Extract All… to extract the files. It's important to keep both at the top of mind, so one doesn’t fall by the wayside. The accuracy of your scan data is not affected by changing the resolution or quality settings. But maybe doing the upscale 1. but yes you can go to developer tools to force overwrite steps. It uses the metaphor of a ceramics teacher, in which he splits his class into two groups. Feb 26, 2024 · QA services play a pivotal role in achieving that balance. Here’s how different Clip Skip values affect the image generation: Clip Skip = 0: The algorithm uses all layers of the CLIP model. 2. It took about 100 seconds for one image. crawl efficiency. The only other difference between the profiles are infill density and pattern. I have now noticed that the 'CFG Mimicking from TSNR' parameter is not copied to the clipboard. Move it to the models/loras folder of fooocus. 3 to 0. Source: Fooocus. seeds: 365146514. Jan 9, 2024 · Since the “Speed” selection in Fooocus uses 30 steps and the image we are trying to create used 40 steps, I’m using the Quality setting which will iterate 60 steps. Dec 21, 2023 · mashb1t commented on Dec 22, 2023. The three possible situations are: Confidence in the problem’s importance is low. Prioritizing one is typically at the expense of the other. On windows with 3060, roughly 1 In conclusion, Fooocus emerges as the ultimate free and open-source alternative to MidJourney, offering an unparalleled user experience and a comprehensive suite of functionalities for effortless image generation. Speed mode Apr 23, 2024 · Fooocus 2. 7 iterations per second (tested on an A10G). Note that if you use inpaint, at the first time you inpaint an image, it will download Fooocus's own inpaint control model from here as the file "Fooocus\models\inpaint\inpaint. If you haven’t heard of Fooocus yet, you’re in for a treat. Nov 29, 2023 · The next section down is the Performance area (#3) where you can select "Speed", "Quality", or "Extreme Speed". Follow along in this #tutorial to learn this stable diffusion trick. It will download models the first time you run. This tool will help you make that trade-off. Basically anything lower than 768 x 432 I'll use automatic 1111, otherwise I use comfy UI. Aug 23, 2023 · Variational Inference with adversarial learning for end-to-end Text-to-Speech (VITS) is a successful end-to-end model proposed for text-to-speech by Kim et al. 28GB). 47 seconds, which was around 15 seconds faster Jan 24, 2023 · Quality Engineering represents the change of mindset towards the historical contradiction of “Quality vs. In the context of speed vs quality in software development, let’s consider the benefits and risks of focusing too much on quality. Infill: 200 -> 80. It's a bit slower than SD 1. safetensors from here as the file "Fooocus\models\checkpoints\sd_xl_base_1. Anyone know how to replicate that in StableSwarm? As far as I can tell, its biggest trick is just skipping the refine stage entirely (You cant select a refiner model if superspeed is selected) Feb 5, 2024 · The Clip Skip value represents the number of layers to skip from the bottom of the CLIP model’s architecture. The third one is a TCD. A is Lightning, B is Hyper-SD. The time for each step is the same, but you need fewer steps. prompt : venomized groot , black symbiote attatching to body Yes, Fooocus is designed to deliver efficient performance across a wide range of hardware, from low-end laptops to high-performance desktops, ensuring fast and accessible image Generation. Learned from Midjourney, the manual tweaking is not needed, and users only need to focus on the prompts and images. 5 in NMKD. Round 1. Answered by ILikeToasters on May 17. 1- Adopt Dec 1, 2023 · Step 1: Selecting a Text Prompt. Links and content: Quality vs. Jan 9, 2024 · I think the AI upscales a bit differently than standard resize methods used by image editing software (like GIMP <--- a free and open source imaging software comparable to Photoshop) so the upscaling quality is better so, in theory, you should be able to achieve better results by using Fooocus to upscale, then use GIMP or similar to shrink it Feb 29, 2024 · Thank you, mashb1t, GREAT JOB! Playground 2. Step 5 - Share and Collaborate. If you already have these files, you can copy them to the above locations to speed up installation. Fooocus is so much better at inpainting, but they don't use a It will download sd_xl_base_1. mashb1t mentioned this issue on Jan 7. Finally! SDXL + FOOOCUS. 4. Set it to "lcm". safetensors styles = none. 4 iterations per second. Dec 23, 2023 · Fooocus. Correct: the software does exactly what it is supposed to do, and this can be validated through tests; 2. AI-Generated Image Of A Cute Dog. Apr 23, 2014 · Unfortunately, by the time they do launch they've become outdated and boring. Playground 2. Can someone help me it seem my GPU is rendering really slow in fooocus its 4gb vram 1650ti and takes 20mins to render in speed mode and 5mins in extreme speed. Your speed is determined by your hardware and the settings. Fooocus works on Apple M1 and M2, with macOS Catalina or newer! For Fooocus - change the config. Get started by fetching Fooocus, a hassle-free Stable Diffusion Web UI, from the GitHub repository. One group gets Adjust Fooocus's advanced settings to fine-tune the AI's focus, style, and output quality according to your needs. For ComfyUI, you can change the extra_model_paths. It’s revolutionary. With features like unique inpainting algorithms, image prompt enhancements, and versatile model support, Fooocus stands out as a leading platform in creative AI technology. Oct 3, 2017 · Yes, this means that speed and quality are being addressed at the same time. 35 seconds per iteration. If you have multiple lightning models, no need to redo this whole process, simply just change the model in the fooocus ui under advanced->model->base model. Put the zip file to the folder you want to install Fooocus. It’s like the Swiss Army knife of AI art styles – versatile, surprising, and, let’s be honest, kinda addictive. Benefits and Risks of Overemphasizing Quality. I just decided to try out Fooocus after using A1111 since I started, and right out of the box the speed increase using SDXL models is massive. Step 3: Generating the Image. Finding a balance between the two will help ensure success with your product program. "Quality, Speed, Superspeed" The Superspeed mode is fast EVEN WITH normal SDXL models, yet still gives decent quality for more art-based styles. Determine a trade-off between speed and quality when building products. Below the resolution is a slider to choose how many images Fooocus will generate at once. Users can forget all those difficult technical parameters, and just enjoy the interaction between human and computer to "explore new mediums of thought and expanding the imaginative powers of the human species" [1]. It would be faster if not for the image sizes that Fooocus forces on you. When you use Fooocus to generate an image for the first time, it will take some time. update base model Juggernaut XL from v6 to v8 #1785. Incorporating the essence of Stable Diffusion, Fooocus proudly upholds the values of accessibility and freedom. Top solid infill: 50 -> 40. Initiate the image generation process and watch as Fooocus transforms your prompt into a visually stunning piece of art. Making the world a better place. Speed gets it done. 4 and see if that works better. Intel's Arc GPUs all worked well doing 6x4, except the Nov 10, 2023 · Download the lora for sdxl. 1 juggernautXL_version6Rundiffusion. I have +- same results on my 4070 and 13400f. Next, right-click on an empty spot in the Fooocus directory, and click "Open in Terminal". In the model tab select the LCM lora and set weight to 1 (not sure what other weights have as an effect) In the Advanced Tab, Activate the Developer Debug mode. Fooocus is an image generating software (based on Gradio ). Speaking for Canon equipment: The speed is primarily dictated by the lens, the accuracy by the body. 【Fooocus】Playground - Dive into a realm of limitless creativity and explore the possibilities of AI-driven image Generation for free! Adjust Fooocus's advanced settings to fine-tune the AI's focus, style, and output quality according to your needs. Jan 1, 2024 · I assume the total hasn't changed => still the same. Jun 2, 2024 · Try these settings. yaml file for your paths. - save the file and use run_lightning. 04, with a 3060 12g vram. Step 2: Choosing Image Styles and Parameters. VITS employs different deep-learning techniques together (adversarial learning [ 15 ], normalizing flows [ 26 ], and variational autoencoder (VAE) [ 13 ]) to achieve high-quality Jan 8, 2024 · changing the UI in #fooocus is pretty easy once you know how. My experience with Playground 2. I'll post which one is which in a few days. Solid infill: 200 -> 80. You can compare presets by clicking "Compare this preset Aug 15, 2023 · on Aug 18, 2023. Jan 6, 2019 · You just have to oversee others’ work. py, but will never delete your old model. However, the accuracy will also in part depend on the precision of the lens motor. Scroll down and you will se an Option for "Sampler". "Good enough" is often suitable for a launch — especially for testing or when requesting feedback from your community, offering related promotions, etc. 4 seconds. You don't need negative prompt, sliders lora are enough to help with hands and the image quality. Confidence in both the problem and the proposed solution is high. Without it, you have to deal with RAM / Swap usage, which is by factor 10+ slower than using a GPU directly. Quality setting will give you best results for photographic type images and speed will usually work well for other types like anime or comics for example. Select the Aspect Jan 29, 2024 · Slow shutter speeds allow more light into the camera sensor and are used for low-light and night photography, while fast shutter speeds help to freeze motion. kb ha su tq bc pi vu ud po tw