Comfyui best upscale model sdxl. 0 - Comfy with Facedetailer and Super Upscale. One does an image upscale and the other a latent upscale. 5 or 2x upscale. Upscale x1. Simply save and then drag and drop relevant image into your ComfyUI interface window with ControlNet Tile model installed, load image (if applicable) you want to upscale/edit, modify some prompts, press "Queue Prompt" and wait for the AI generation to complete. 0. 5 and HiRes Fix, IPAdapter, Prompt Enricher via local LLMs (and OpenAI), and a new Object Swapper + Face Swapper, FreeU v2, XY Plot, ControlNet and ControlLoRAs, SDXL Base + Refiner, Hand Detailer, Face Detailer, Upscalers, ReVision, etc. My favorite tip though, is using SDXL Turbo with Ultimate SDUpscale. How to use the Prompts for Refine, Base, and General with the new SDXL Model. So I made a upscale test workflow that uses the exact same latent input and destination size. 2- We first upscale the image and clean it before it reach SUPIR. Place LoRAs in the folder ComfyUI/models/loras. This node is designed for upscaling images using a specified upscale model. 6 denoise and either: Cnet strength 0. If you do 2 iterations with 1. Contribute to SeargeDP/SeargeSDXL development by creating an account on GitHub. Does anyone have any suggestions, would it be better to do an ite Thanks for the tips on Comfy! I'm enjoying it a lot so far. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. 5)やStable Diffusion XL(SDXL)、クラウド生成のDALL-E3など様々なモデルがあります。いずれ Either manager and install from git, or clone this repo to custom_nodes and run: pip install -r requirements. 5 or 768x1344 for SDXL for example), then (up)scale to a more 'normal' resolution (say 720x1280 for SDXL, crop center), then Ultimate SD Upscale with a chosen upscale model, and you know what the possibilities are endless. pth upscaler; 4x-Ultrasharp . This model can then be used like other inpaint models, and provides the same benefits. Set the tiles to 1024x1024 (or your sdxl resolution) and set the tile padding to 128. Upscale Latent By: 1. 5 -ish new size Seed: 12345 (same seed) CFG: 3 (same CFG) Steps: 5 (same) Denoise: this is where you have to test. Adds two nodes which allow using Fooocus inpaint model. Update Model Paths. Here it is, the method I was searching for. You can use more steps to increase the quality. py inside your \ComfyUI\custom_nodes. Less is more approach. using the settings i got from the thread on the main SD sub. --Just use a regular controlnet model in Webui by select as tile model and use tile_resample for Ultimate Upscale script. If it's the best way to install control net because when I tried manually doing it . In the comfy UI manager select install model and the scroll down to see the control net models download the 2nd control net tile model(it specifically says in the description that you need this for tile upscale). The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. This is very important as SUPIR work best with a clean image, and simple upscale with model I find Upscale useful, but as I often Upscale to 6144 x 6144 GigaPixel has the batch speed and capacity to make 100+ Upscales worthwhile. Here is an example of how to use upscale models like ESRGAN. AUTOMATIC1111. example to extra_model_paths. ComfyUI Upscaling is best for a dozen or so Upscales alas would take all week to do 100+ SDXL Turbo is a SDXL model that can generate consistent images in a single step. 25x uspcale, it will run it twice for 1. 0 for ComfyUI - Now with support for SD 1. SDXL Offset Noise LoRA; Upscaler. Place upscalers in the folder ComfyUI/models/upscaler. It handles the upscaling process by adjusting the image to the appropriate device, managing memory efficiently, and applying the upscale model in a tiled manner to accommodate for potential out-of-memory errors. May 5, 2024 · こんにちは、はかな鳥です。 前回、明瞭化アップスケールの方法解説として、『clarity-upscaler』のやり方を A1111版＆Forge版 で行いましたが、今回はその ComfyUI版 です。 『clarity-upscaler』というのは一つの拡張機能というわけではなく、ここでは Controlnet や LoRA 等、さまざまな機能を複合して作動 Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. Mar 22, 2024 · As you can see, in the interface we have the following: Upscaler: This can be in the latent space or as an upscaling model; Upscale By: Basically, how much we want to enlarge the image; Hires After 2 days of testing, I found Ultimate SD Upscale to be detrimental here. If you are not interested in having an upscaled image completely faithful to the original you can create a draft with the base model in just a bunch of steps, then upscale the latent and apply a second pass with the base and a third pass with the refiner. Jan 21, 2024 · Upscaleセクションでは、Kohya's HiresFixのmodelを受け取って2倍にアップスケールしています。 通常のLatent Upscaleや他のHiresFix系ノードよりも描き込み量が増えますし、Kohya's HiresFix本来の使い方と比べても見劣りしない描き込み量になりました。 An All-in-One FluxDev workflow in ComfyUI that combines various techniques for generating images with the FluxDev model, including img-to-img and text-to-img. Good for depth, open pose so far so good. 25 upscale. Thanks. Ultimate SD Upscale: The primary node that has the most of the inputs as the original extension script. The same concepts we explored so far are valid for SDXL. Now you can use the model also in ComfyUI! Workflow with existing SDXL checkpoint patched on the fly to become an inpaint model. I found a tile model but could not figure it out as lllite seems to require input image match output so unsure how it works for scaling with tile. Stable Diffusion model used in this demonstration is Lyriel. SDXL or Stable Diffusion XL is the next iteration of the open model built by the Stability AI team. This model significantly improves over the previous Stable Sep 7, 2024 · Upscale Model Examples Here is an example of how to use upscale models like ESRGAN. さてここまでできたらComfyUIを起動しましょう。ただそのままではSDXLを使えないので、SDXL用のワークフロー（※要するに処理の流れ）を読み込む必要があります。 In this easy ComfyUI Tutorial, you'll learn step-by-step how to upscale in ComfyUI. 9 , euler For a dozen days, I've been working on a simple but efficient workflow for upscale. I have not done testing which one is actually better, personally i prefer ttl_nn tho. Join me as we embark on a journey to master the ar Sep 7, 2024 · SDXL Examples. Here are some resolutions to test for fine-tuned SDXL models: 768, 832, 896, 960, 1024, 1152, 1280, 1344, 1536 (but even with SDXL, in most cases, I suggest upscaling to higher resolution). Use this if you already have an upscaled image or just want to do the tiled sampling. co) Tried the llite custom nodes with lllite models and impressed. diffusers/stable-diffusion-xl-1. All you need is to download the SDXL models and use the right workflow. Ultimate SD Upscale works fine with SDXL, but you should probably tweak the settings a little bit. 5 and XL. ComfyUIをインストール後、SDXLモデルを指定のフォルダに移動し、ワークフローを読み込むだけで簡単に使えます。 基本的な手順は以下4つです。 ComfyUIのインストール; SDXLモデルのダウンロード; ワークフローの読み込み; パラーメータ What I do generally is generate in one of the preferred resolutions, (512x768 for SD1. 9 VAE; LoRAs. AP Workflow 6. yaml Dec 19, 2023 · Place the models you downloaded in the previous step in the folder: ComfyUI_windows_portable\ComfyUI\models\checkpoints; If you downloaded the upscaler, place it in the folder: ComfyUI_windows_portable\ComfyUI\models\upscale_models; Step 3: Download Sytan's SDXL Workflow Feb 1, 2024 · The first one on the list is the SD1. Here is an example: You can load this image in ComfyUI to get the workflow. 25, 1. 2 I've so far achieved this with the Ultimate SD image upscale and using the 4x-Ultramix_restore upscale model. That's practically instant but doesn't do much either. If it is a fast model like Hyper, the author normally provides suggested settings. Read more. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. sdxl comfy. Jul 9, 2024 · Ultimate SD Upscale; Eye detailer; Save image; This workflow contains custom nodes from various sources and can all be found using comfyui manager. For upscaling your images: some workflows don't include them, other workflows require them. com/comfyanonymous/ComfyUI#installing. on my system with a 2070S(8gb vram), ryzen 3600, 32gb 3200mhz ram the base generation for a single image took 28 seconds to generate and then took and additional 2 minutes and 32 seconds to refine. If you have a previous installation of ComfyUI with Models, or would like to use models stored in an external location, you can use this method to reference them instead of re-downloading them. Hands Fix: Feb 12, 2024 · What Is SDXL (Stable Diffusion XL)? Before we get to the list of the best SDXL models, let’s first understand what SDXL actually is. This model will not significant change the base model style. Copy FRED_AutoCropImage_SDXL_Ratio. I wanted a very simple but efficient & flexible workflow. - comfyanonymous/ComfyUI Learn how to use the Ultimate SD Upscaler in ComfyUI, a powerful tool to enhance any image from stable diffusion, midjourney, or photo with scottdetweiler. For the hand fix, you will need a controlnet depth model that is compatible with SDXL. SDXL Default workflow: A great starting point for using txt2img with SDXL: View Now: Img2Img: A great starting point for using img2img with SDXL: View Now: Upscaling: How to upscale your images with ComfyUI: View Now: Merge 2 images together: Merge 2 images together with this ComfyUI workflow: View Now: ControlNet Depth Comfyui workflow May 1, 2024 · However, I have updated the workflow because many people use it, and because I myself use ComfyUI in my day-to-day work and find it tedious to launch Automatic1111 just to upscale an image. 5 to 0. Mar 24, 2024 · じゃあもう生成した画像全部、自動でSDXLからSD1. Feb 7, 2024 · Running SDXL models in ComfyUI is very straightforward as you must’ve seen in this guide. With it, I either can't get rid of visible seams, or the image is too constrained by low denoise and so lacks detail. If you want actual detail at a reasonable amount of time you'll need a 2nd pass with a 2nd sampler. Nothing fancy. Do you have ComfyUI manager. This method consists of a few steps: decode the samples into an image, upscale the image using an upscaling model, encode the image back into the latent space, and perform the sampler pass. But it's weird. Use the following settings for Hyper-SDXL. Workflow examples can be found on the Examples page Fastest would be a simple pixel upscale with lanczos. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. 0 with ComfyUI's Ultimate SD Upscale Custom Node in this illuminating tutorial. Checkpoint model: Select a Hyper-SDXL model If upscale_model_opt is provided, it uses the model to upscale the pixel and then downscales it using the interpolation method provided in scale_method to the target resolution. Works fully offline: will never download anything. 5 realistic visionV40, thats the reason i first want to start low denoising and then go higher to keep the sdxl look. Superscale is the other general upscaler I use a lot. Oct 21, 2023 · Non-latent upscale method. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. Config file to set the search paths for models. Custom nodes and workflows for SDXL in ComfyUI. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. or if you use portable (run this in ComfyUI_windows_portable -folder): This is done with my custom nodes attached in files. 80 is usually mutated but sometimes looks great. Dec 19, 2023 · Place VAEs in the folder ComfyUI/models/vae. i tried I wanted a flexible way to get good inpaint results with any SDXL model. Jul 27, 2023 · Best workflow for SDXL Hires Fix I wonder if I have been doing it wrong -- right now, when I do latent upscaling with SDXL, I add an Upscale Latent node after the refiner's KSampler node, and pass the result of the latent upsc Jan 4, 2024 · ComfyUIでSDXLを使う方法. 4x_NMKD-Siax_200k. So I'm happy to announce today: my tutorial and workflow are available. 45 is minimum and fairly jagged. Fooocus came up with a way that delivers pretty convincing results. If you see any red nodes, I recommend using comfyui manager's "install missing custom nodes" function. Jan 15, 2024 · 🎨 Dive into the world of image upscaling with our latest video, as we explore and compare various methods using ComfyUI! 🚀ComfyUI: https://github. . 5 there is ControlNet inpaint, but so far nothing for SDXL. 65 seems to be the best. This was the base for my Jul 25, 2024 · Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc) unCLIP Models; GLIGEN; Model Merging; LCM models and Loras; SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. Jul 27, 2023 · SDXL 1. Aug 6, 2023 · Unveil the magic of SDXL 1. The aspect ratio of 16:9 is the same from the empty latent and anywhere else that image sizes are used. 5, euler, sgm_uniform or CNet strength 0. 9 Model. Tiled Diffusion, MultiDiffusion, Mixture of Diffusers, and optimized VAE - shiimizu/ComfyUI-TiledDiffusion May 12, 2024 · Download a Hyper-SDXL model you like. It didn't work out. ComfyUI ControlNet aux: Plugin with preprocessors for ControlNet, so you can generate images directly from ComfyUI. The output is basically identical than any other model, since USDU is mostly dependent on the upscale model, except it's MUCH faster. It's a small and flexible patch which can be applied to any SDXL checkpoint and will transform it into an inpaint model. Jul 28, 2023. com/comfy Apr 16, 2024 · city96 model which has mdoel for 1. Instead, I use Tiled KSampler with 0. PixelKSampleUpscalerProvider - An upscaler is provided that converts latent to pixels using VAEDecode, performs upscaling, converts back to latent using VAEEncode, and ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. With latent upscale model you can do only 1. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. Like many XL users out there, I’m also new to ComfyUI and very much just a beginner in this regard. Goto ComfyUI_windows_portable\ComfyUI\ Rename extra_model_paths. Today we will use ComfyUI to upscale stable diffusion images to any resolution we want, and even add details along the way using an iterative workflow! This Here is the best way to get amazing results with the SDXL 0. Step 2: Use the Hyper-SDXL model. I share many results and many ask to share. You get to know different ComfyUI Upscaler, get exclusive access to my Co Upscale Model Examples. A pixel upscale using a model like ultrasharp is a bit better -and slower- but it'll still be fake detail when examined closely. 1 at main (huggingface. 5(SD1. The resolution is okay, but if possible I would like to get something better. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. tool guide. The right upscaler will always depend on the model and style of image you are generating; Ultrasharp works well for a lot of things, but sometimes has artifacts for me with very photographic or very stylized anime models. --Just use load controlnet model in comfyui and apply to control net condition. You can construct an image generation workflow by chaining different blocks (called nodes) together. Aug 8, 2023 · 手順3：ComfyUIのワークフローを読み込む. Download models from lllyasviel/fooocus_inpaint to ComfyUI/models/inpaint. The Ultimate SD upscale is one of the nicest things in Auto11, it first upscales your image using GAN or any other old school upscaler, then cuts it into tiles small enough to be digestable by SD, typically 512x512, the pieces are overlapping each other and can be bigger. The image generation using SDXL in ComfyUI is much faster compared to Automatic1111 which makes it a better option between the two. Ultimate SD Upscale (No Upscale) Same as the primary node, but without the upscale inputs and assumes that the input image is already upscaled. And bump the mask blur to 20 to help with seams. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. i'm finding the refining is hit or miss especially for NSFW stuff. 0-inpainting-0. 5 ~ x2 - no need for model, can be a cheap latent upscale Sample again, denoise=0. There are also "face detailer" workflows for faces specifically. Iterations means how many loops you want to do. driftjohnson. SDXL most definitely doesn't work with the old control net. Jan 16, 2024 · はじめまして。X(twitter)の字数制限が厳しいうえにイーロンのおもちゃ箱状態で先が見えないので、実験系の投稿はこちらに書いていこうと思います。 Upscale AI画像生成にはローカル生成であるStable Diffusion 1. 9, end_percent 0. Ultimate SD Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. For SD1. https://github. 5でi2iして、両方のメリットを兼ね備えた画像を大量に生成してしまおうじゃないか、というのが今回やりたいことです。 AUTOMATIC1111では基本的にできない（と思う）ので、ComfyUIを使います。 the base generation is quite a bit faster than the refining. With this method, you can upscale the image while also preserving the style of the model. What Step Forgot to mention, you will have to download this inpaint model from huggingface and put it in your comfyUI "Unet" folder that can be found in the models folder. I was just using Sytan’s workflow with a few changes to some of the settings, and I replaced the last part of his workflow with a 2-steps upscale using the refiner model via Ultimate SD upscale like you mentioned. 5 models and is a very beginner-friendly workflow allowing anyone to use it easily. yaml. This guide assumes you have the base ComfyUI installed and up to date. Fixed SDXL 0. I will use Juggernaut X Hyper. txt. As evident by the name, this workflow is intended for Stable Diffusion 1. it only adding the features to the upscaled pixel blocks. The best practice is reading the model description. In a base+refiner workflow though upscaling might not look straightforwad. Please consider the following: Yeah so basicly im first making the images with sdxl, then upscaling them with USDU with 1. 5, don't need that many steps From there you can use 4x upscale model and run sample again at low denoise if you want higher resolution. Controlnet Feb 19, 2024 · The table above is just for orientation; you will get the best results depending on the training of a model or LoRA you use. 5 Template Workflows for ComfyUI which is a multi-purpose workflow that comes with three templates. uqas vkq jfzu qyojupd cqtkkn gdmfi zqhm nrt utybv asynidwc