Comfyui best upscale model sdxl. Here is an example: You can load this image in ComfyUI to get the workflow. Instead, I use Tiled KSampler with 0. https://github. 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. yaml. 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. Adds two nodes which allow using Fooocus inpaint model. 5 Template Workflows for ComfyUI which is a multi-purpose workflow that comes with three templates. Download models from lllyasviel/fooocus_inpaint to ComfyUI/models/inpaint. Stable Diffusion model used in this demonstration is Lyriel. Copy FRED_AutoCropImage_SDXL_Ratio. That's practically instant but doesn't do much either. 25 upscale. Fixed SDXL 0. sdxl comfy. Mar 24, 2024 · じゃあもう生成した画像全部、自動でSDXLからSD1. --Just use load controlnet model in comfyui and apply to control net condition. 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. 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. co) Tried the llite custom nodes with lllite models and impressed. Thanks. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. You can use more steps to increase the quality. com/comfyanonymous/ComfyUI#installing. --Just use a regular controlnet model in Webui by select as tile model and use tile_resample for Ultimate Upscale script. This guide assumes you have the base ComfyUI installed and up to date. As evident by the name, this workflow is intended for Stable Diffusion 1. 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. 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. 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). Do you have ComfyUI manager. 5 -ish new size Seed: 12345 (same seed) CFG: 3 (same CFG) Steps: 5 (same) Denoise: this is where you have to test. 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. 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. Upscale Latent By: 1. 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. 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. it only adding the features to the upscaled pixel blocks. Feb 7, 2024 · Running SDXL models in ComfyUI is very straightforward as you must’ve seen in this guide. 25, 1. 5 or 2x upscale. ComfyUI ControlNet aux: Plugin with preprocessors for ControlNet, so you can generate images directly from ComfyUI. Like many XL users out there, I’m also new to ComfyUI and very much just a beginner in this regard. If it's the best way to install control net because when I tried manually doing it . Custom nodes and workflows for SDXL in ComfyUI. And bump the mask blur to 20 to help with seams. 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. tool guide. Iterations means how many loops you want to do. driftjohnson. 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 with ComfyUI's Ultimate SD Upscale Custom Node in this illuminating tutorial. 0 for ComfyUI - Now with support for SD 1. So I made a upscale test workflow that uses the exact same latent input and destination size. So I'm happy to announce today: my tutorial and workflow are available. Jul 28, 2023. The aspect ratio of 16:9 is the same from the empty latent and anywhere else that image sizes are used. 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. Ultimate SD Upscale: The primary node that has the most of the inputs as the original extension script. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Upscale x1. Dec 19, 2023 · Place VAEs in the folder ComfyUI/models/vae. For the hand fix, you will need a controlnet depth model that is compatible with SDXL. Tiled Diffusion, MultiDiffusion, Mixture of Diffusers, and optimized VAE - shiimizu/ComfyUI-TiledDiffusion May 12, 2024 · Download a Hyper-SDXL model you like. 5(SD1. I share many results and many ask to share. Works fully offline: will never download anything. diffusers/stable-diffusion-xl-1. SDXL Offset Noise LoRA; Upscaler. 5 ~ x2 - no need for model, can be a cheap latent upscale Sample again, denoise=0. 5 to 0. 25x uspcale, it will run it twice for 1. Workflow examples can be found on the Examples page Fastest would be a simple pixel upscale with lanczos. 0 - Comfy with Facedetailer and Super Upscale. Superscale is the other general upscaler I use a lot. i tried I wanted a flexible way to get good inpaint results with any SDXL model. 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). 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 , euler For a dozen days, I've been working on a simple but efficient workflow for upscale. SDXL most definitely doesn't work with the old control net. The best practice is reading the model description. 0-inpainting-0. How to use the Prompts for Refine, Base, and General with the new SDXL Model. I will use Juggernaut X Hyper. My favorite tip though, is using SDXL Turbo with Ultimate SDUpscale. SDXL or Stable Diffusion XL is the next iteration of the open model built by the Stability AI team. 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. A pixel upscale using a model like ultrasharp is a bit better -and slower- but it'll still be fake detail when examined closely. Ultimate SD Upscale works fine with SDXL, but you should probably tweak the settings a little bit. With it, I either can't get rid of visible seams, or the image is too constrained by low denoise and so lacks detail. Good for depth, open pose so far so good. - 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. I wanted a very simple but efficient & flexible workflow. If you do 2 iterations with 1. All you need is to download the SDXL models and use the right workflow. In a base+refiner workflow though upscaling might not look straightforwad. Contribute to SeargeDP/SeargeSDXL development by creating an account on GitHub. It's a small and flexible patch which can be applied to any SDXL checkpoint and will transform it into an inpaint model. 6 denoise and either: Cnet strength 0. Join me as we embark on a journey to master the ar Sep 7, 2024 · SDXL Examples. 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. Less is more approach. For upscaling your images: some workflows don't include them, other workflows require them. For SD1. One does an image upscale and the other a latent upscale. 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. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. 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. 2- We first upscale the image and clean it before it reach SUPIR. Oct 21, 2023 · Non-latent upscale method. Aug 6, 2023 · Unveil the magic of SDXL 1. Step 2: Use the Hyper-SDXL model. With this method, you can upscale the image while also preserving the style of the model. txt. But it's weird. 5, euler, sgm_uniform or CNet strength 0. Update Model Paths. Here is an example of how to use upscale models like ESRGAN. py inside your \ComfyUI\custom_nodes. Ultimate SD Upscale (No Upscale) Same as the primary node, but without the upscale inputs and assumes that the input image is already upscaled. using the settings i got from the thread on the main SD sub. The resolution is okay, but if possible I would like to get something better. example to extra_model_paths. . Please consider the following: Yeah so basicly im first making the images with sdxl, then upscaling them with USDU with 1. 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. 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. 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. This node is designed for upscaling images using a specified upscale model. Place LoRAs in the folder ComfyUI/models/loras. 5 there is ControlNet inpaint, but so far nothing for SDXL. Ultimate SD Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. AUTOMATIC1111. 80 is usually mutated but sometimes looks great. 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. I have not done testing which one is actually better, personally i prefer ttl_nn tho. Fooocus came up with a way that delivers pretty convincing results. Read more. or if you use portable (run this in ComfyUI_windows_portable -folder): This is done with my custom nodes attached in files. 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. Use the following settings for Hyper-SDXL. There are also "face detailer" workflows for faces specifically. Nothing fancy. 9 VAE; LoRAs. 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. 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. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. You can construct an image generation workflow by chaining different blocks (called nodes) together. pth upscaler; 4x-Ultrasharp . Config file to set the search paths for models. 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. 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. 5 and XL. Now you can use the model also in ComfyUI! Workflow with existing SDXL checkpoint patched on the fly to become an inpaint model. 5 models and is a very beginner-friendly workflow allowing anyone to use it easily. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. Aug 8, 2023 · 手順3：ComfyUIのワークフローを読み込む. 9 Model. If it is a fast model like Hyper, the author normally provides suggested settings. It didn't work out. 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. 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. Here it is, the method I was searching for. 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. If you want actual detail at a reasonable amount of time you'll need a 2nd pass with a 2nd sampler. 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. You get to know different ComfyUI Upscaler, get exclusive access to my Co Upscale Model Examples. If you see any red nodes, I recommend using comfyui manager's "install missing custom nodes" function. The output is basically identical than any other model, since USDU is mostly dependent on the upscale model, except it's MUCH faster. Place upscalers in the folder ComfyUI/models/upscaler. 45 is minimum and fairly jagged. 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. 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 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. Set the tiles to 1024x1024 (or your sdxl resolution) and set the tile padding to 128. This model can then be used like other inpaint models, and provides the same benefits. Use this if you already have an upscaled image or just want to do the tiled sampling. Jul 27, 2023 · SDXL 1. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. i'm finding the refining is hit or miss especially for NSFW stuff. AP Workflow 6. 1 at main (huggingface. 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. 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. 4x_NMKD-Siax_200k. 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. The same concepts we explored so far are valid for SDXL. com/comfy Apr 16, 2024 · city96 model which has mdoel for 1. The image generation using SDXL in ComfyUI is much faster compared to Automatic1111 which makes it a better option between the two. 5 realistic visionV40, thats the reason i first want to start low denoising and then go higher to keep the sdxl look. 65 seems to be the best. 2 I've so far achieved this with the Ultimate SD image upscale and using the 4x-Ultramix_restore upscale model. Goto ComfyUI_windows_portable\ComfyUI\ Rename extra_model_paths. This model will not significant change the base model style. 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. 0. 9, end_percent 0. 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. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. With latent upscale model you can do only 1. egpcwkblvjvygusmtycnxbwugfjksjruwiatdejyteqlyn