Comfy sdxl workflow

Comfy sdxl workflow. 0 的 Checkpoint Model，由於 SDXL 在訓練時圖片用上了 1024 x 1024 的圖片，解像度比 SD 1. I have updated the workflow submitted last week, cleaning up a bit the layout and adding many functions I wanted to learn better. What this workflow does. What's new in v4. Share, discover, & run thousands of ComfyUI workflows. I spent a long time working on how to optimize the workflow perfectly. Those additional encoders and new way of applying the refiner open up various other values and techniques of which I have been tediously testing for days now haha Things get difficult if your inpainting deviates far from the base image with either completely new objects or different color or illumination. It has many upscaling options, such as img2img upscaling and Ultimate SD Upscale upscaling. Will upload the workflow to OpenArt soon. 5. Part 2 - (coming in 48 hours) we will add SDXL-specific conditioning implementation + test what impact that conditioning has on the generated images. Upcoming tutorial - SDXL Lora + using 1. Please share your tips, tricks, and workflows for using this software to create your AI art. 1 of the workflow, to use FreeU load the new workflow from the . SDXL Ultimate Workflow is the best and most complete single workflow that exists for SDXL 1. I recommend using a different term. The workflow is included as a . But now in SDXL 1. Jul 1, 2024 · The SDXL workflow includes wildcards, base+refiner stages, Ultimate SD Upscaler (using a 1. I played for a few days with ComfyUI and SDXL 1. 5 refined model) and a switchable face detailer. . Discover the Ultimate Workflow with ComfyUI in this hands-on tutorial, where I guide you through integrating custom nodes, refining images with advanced tool No, because it's not there yet. I have had to adjust the resolution of the Vid2Vid a bit to make it fit within those constraints. Reload to refresh your session. json file which is easily loadable into the ComfyUI environment. But it is extremely light as we speak, so much so SDXL Turbo is a SDXL model that can generate consistent images in a single step. Prerequisites Before you can use this workflow, you need to have ComfyUI installed. om。 说明：这个工作流使用了 LCM Dec 5, 2023 · Preview of my workflow – download via the link below. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. Aug 2, 2023 · This is my current SDXL 1. x, SDXL, Stable Video Diffusion, Stable Cascade, SD3 and Stable Audio; Flux; Asynchronous Queue system; Many optimizations: Only re-executes the parts of the workflow that changes between executions. context_length: Change to 16 as that is what this motion module was trained on. The image generation using SDXL in ComfyUI is much faster compared to Automatic1111 which makes it a better option between the two. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. Part 3 (this post) - we will add an SDXL refiner for the full SDXL process There are some basic usage instructions in the workflow itself discussing how to use the "modules". Welcome to the unofficial ComfyUI subreddit. How to use ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Today, we embark on an enlightening journey to master the SDXL 1. This repository contains a handful of SDXL workflows I use, make sure to check the usefull links as some of these models, and/or plugins are required to use these in ComfyUI. Note: the images in the example folder are still embedding v4. SDXL Examples. With identical prompts, the SDXL model occasionally resulted in image distortions. Dec 19, 2023 · ComfyUI won't take as much time to set up as you might expect. 0 was released. Nov 13, 2023 · beta_schedule: Change to the AnimateDiff-SDXL schedule. Aug 12, 2023 · Last update 08-12-2023 本記事について 概要 ComfyUIはStable Diffusionモデルから画像を生成する、Webブラウザベースのツールです。最近ではSDXLモデルでの生成速度の早さ、消費VRAM量の少なさ（1304x768の生成時で6GB程度）から注目を浴びています。 本記事では手動でインストールを行い、SDXLモデルで画像 Mar 29, 2024 · Vid2Vid Workflow - The basic Vid2Vid workflow similar to my other guide. Aug 20, 2023 · In part 1 , we implemented the simplest SDXL Base workflow and generated our first images. All you need is to download the SDXL models and use the right workflow. 0. Brace yourself as we delve deep into a treasure trove of fea A collection of workflow templates for use with Comfy UI These workflow templates are intended as multi-purpose templates for use on a wide variety of projects. 5 and 2. This can be useful for systems with limited resources as the refiner takes another 6GB or ram. Provide a source picture and a face and the workflow will do the rest. 首先當然要下載 SDXL 1. Guide image composition to make sense. 5 時大了足足一整倍，而且訓練數據也增加了3倍，所以最終出來的 Checkpoint File 也比 1. Reply reply Jan 6, 2024 · 3. json file in the workflow folder. 5 的大得多。 Dec 4, 2023 · SeargeXL is a very advanced workflow that runs on SDXL models and can run many of the most popular extension nodes like ControlNet, Inpainting, Loras, FreeU and much more. It can generate high-quality 1024px images in a few steps. If you un-bypass a module it will un-bypass all subsections of the module. It should work with SDXL models as well. It is based on the SDXL 0. Many artists, like myself, will want to discuss workflow in the conventional sense and this could cause confusion. I have attached a TXT2VID and VID2VID workflow that works with my 12GB VRAM card. ControlNet (Zoe depth) Advanced SDXL Template inpaunt工作流. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. They are intended for use by people that are new to SDXL and ComfyUI. 0. Pinto: About SDXL-Lightning is a lightning-fast text-to-image generation model. Simple SDXL Workflow 0. Bug Fixes SeargeXL is a very advanced workflow that runs on SDXL models and can run many of the most popular extension nodes like ControlNet, Inpainting, Loras, FreeU and much more. It's running custom image improvements created by Searge and if you're an advanced user, this will get you a starting workflow where you can achieve almost anything when it Since we have released stable diffusion SDXL to the world, I might as well show you how to get the most from the models as this is the same workflow I use on Jun 23, 2024 · When I used SD3 and SDXL models with the same parameters and prompts to generate images, there wasn't a significant difference in the final results. In this guide, I'll use the popular Sytan SDXL workflow and provide a couple of other recommendations. Follow. However, you can also use SDXL models that don’t need a refiner in this workflow Discovery, share and run thousands of ComfyUI Workflows on OpenArt. 9 facedetailer workflow by FitCorder, but rearranged and spaced out more, with some additions such as Lora Loaders, VAE loader, 1:1 previews, Super upscale with Remacri to over 10,000x6000 in just 20 seconds with Torch2 & SDP. 1. Part 3 - we will add an SDXL refiner for the full SDXL process ComfyUI Workflows. Jan 8, 2024 · Q: What is the optimal size for SDXL conversions? A: The optimal size for SDXL conversions is identified as 1024, which is the recommended train size for achieving the best results. Workflow for ComfyUI and SDXL 1. A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. Created by: C. Jan 21, 2024 · これをComfyUI+SDXLでも使えないかなぁと試してみたのがこのセクション。 これを使うと、（極端に掛けた場合）以下のようになります。 こちらはControlNet Lineart適用前 極端に掛けるとこんな感じに 個人的にはこれくらいの塩梅が好み SDXL Workflow for ComfyBox - The power of SDXL in ComfyUI with better UI that hides the nodes graph A view of the underlying Comfy node graph can be enabled and Oct 14, 2023 · This is a ComfyUI workflow to swap faces from an image. Install WAS Node Suite custom nodes; Instal ComfyMath custom nodes; Download and open this workflow. 0 most robust ComfyUI workflow. Useful links. 0, did some experiments, and came up with reasonably simple, yet pretty flexible and powerful workflow I use myself: MoonRide workflow v1. Please read them and follow them. Upon loading SDXL, the next step involves conditioning the clip, a crucial phase for setting up your project. It now includes: SDXL 1. My workflow for generating anime style images using Pony Diffusion based models. Ending Workflow. This workflow use the Impact-Pack and the Reactor-Node. You switched accounts on another tab or window. This process includes adjusting clip properties such as width, height, and target dimensions. Aug 8, 2023 · 次に2つ目のメリットは、SDXLのrefinerモデルを既に正式にサポートしている点です。 執筆時点ではStable Diffusion web UIのほうはrefinerモデルにまだ完全に対応していないのですが、ComfyUIは既にSDXLに対応済みで簡単にrefinerモデルを使うことができます。 動作が速い Oct 12, 2023 · These workflow templates are intended as multi-purpose templates for use on a wide variety of projects. My primary goal was to fully utilise 2-stage architecture of SDXL - so I have base and refiner models working as stages in latent space. They can be used with any SDLX checkpoint model. SDXL LCM LoRA SVD Workflow (28334 downloads ) Select the image you want to animate, define the SDXL dimensions you want eg. Created by: Ashish Tripathi: Central Room Group : Start here Lora Integration : Model Configuration and FreeU V2 Implementation : Image Processing and Resemblance Enhancement : Latent Space Manipulation with Noise Injection : Image Storage and Naming : Optional Detailer : Super-Resolution (SD Upscale) : HDR Effect and Finalization : Performance : Processor (CPU): Intel Core i3-13500 Graphics SDXL conditioning can contain image size! This workflow takes this into account, guiding generation to: Look like higher resolution images. SDXL can indeed generate a nude body, and the model itself doesn't stop you from fine-tuning it towards whatever spicy stuff there is with a dataset, at least by the looks of it. ai/workflows/openart/basic-sdxl 下載 SDXL 1. json - Loads two images, looks at them, then combines the results (beach, woman). For example: 896x1152 or 1536x640 are good resolutions. Txt2Vid Workflow - I would suggest doing some runs 8 frames (ie. Jul 9, 2024 · This will be the last update on this particular workflow with having USDU and the Hand Fix. This workflow also includes nodes to include all the resource data (within the limi Simple SDXL ControlNET Workflow 0. 9 I was using some ComfyUI workflow shared here where the refiner was always an improved version versus the base. 0 Workflow. I assembled it over 4 months. Installation and dependencies. I use this workflow personally for ALL generations. List of Templates. 0 Refiner Automatic calculation of the steps required for both the Base and the Refiner models Quick selection of image width and height based on the SDXL training set Created by: OpenArt: What this workflow does This workflow adds a refiner model on topic of the basic SDXL workflow ( https://openart. json - The same as above, but with a Lora node. This basic workflow runs the base SDXL model with some optimization for SDXL. 0 the refiner is almost always a downgrade for me. Ai Art. Simple SDXL Template. It also has full inpainting support to make custom changes to your generations. 👏 欢迎来到我的 ComfyUI 工作流集合地！ 为了给大家提供福利，粗糙地搭建了一个平台，有什么反馈优化的地方，或者你想让我帮忙实现一些功能，可以提交 issue 或者邮件联系我 theboylzh@163. Aug 13, 2023 · In part 1 (this post), we will implement the simplest SDXL Base workflow and generate our first images. Technology----1. SDXL-ComfyUI-workflows. ComfyUI Workflows are a way to easily start generating images within ComfyUI. Part 2 - we added SDXL-specific conditioning implementation + tested the impact of conditioning parameters on the generated images. If you want to play with parameters, I advice you to take a look on the following from the Face Detailer as they are those that do the best for my generations : Nov 13, 2023 · Support for FreeU has been added and is included in the v4. Models For the workflow to run you need this loras/models: ByteDance/ SDXL-Lightning 8STep Lora Juggernaut XL Detail Tweaker XL Generic workflow aiming at being simple to use and versatileEasy toggle of LoRa IPAdapter Controlnet and img2img base share, run, and discover comfyUI workflows Comfy Workflows Bring back old Backgrounds! I finally found a workflow that does good 3440 x 1440 generations in a single go and was getting it working with IP-Adapter and realised I could recreate some of my favourite backgrounds from the past 20 years. Written by Prompting Pixels. x, SD2. 1316 x 832px which will be the dimensions for the final animated video. SDXL offers its own conditioners, simplifying the search and application process. Jan 4, 2024 · SDXLがリリースされた時にStable Diffusion Web UIより速く対応し、話題になっていたのがComfyUIです。 UIの外観で敬遠してしまう方も多いと思いますが、自分でカスタマイズするというよりはワークフローを取り込んで使うのが一般的かと思います。 With SDXL 0. - Once you get the hang of it, it really is easy to use. Q: How can I adjust the level of transformation in the image-to-image process? A: The level of transformation can be adjusted using the denoise parameter. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, canny maps and so on depending on the specific model if you want good results. 0 and SD 1. Join the largest ComfyUI community. Stability AI on Huggingface: Here you can find all official SDXL models. By default, the workflow is setup to create 25 frames and create a 6 frame per second (FPS) GIF. Sure, it's not 2. Intermediate SDXL Template. Feb 22, 2024 · You signed in with another tab or window. Starting workflow. Comfy Ui. The workflow I suggest uses a different way of applying the refiner, and there are 2 specialty text encoders for both SDXL base and SDXL refiner. The graph that contains all of this information is refered to as a workflow in comfy. Base generation, Upscaler, FaceDetailer, FaceID, LORAS, etc. 0 Base SDXL 1. 2. I resort to photo bashing and crude paint strokes in my image editing software before going over to Comfy. It can be a little intimidating starting out with a blank canvas, but by bringing in an existing workflow, you can have a starting point that comes with a set of nodes all ready to go. 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. Contribute to fabiomb/Comfy-Workflow-sdxl development by creating an account on GitHub. Feb 7, 2024 · Running SDXL models in ComfyUI is very straightforward as you must’ve seen in this guide. 2 workflow. After updating Searge SDXL, always make sure to load the latest version of the json file if you want to benefit from the latest features, updates, and bugfixes. A lower Nov 25, 2023 · workflow comfyui sdxl comfyui comfy research + 1 ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. 并且comfyui轻量化的特点，使用SDXL模型还能有着更低的显存要求和更快的加载速度，最低支持4G显存的显卡使用。可以说不论是自由度、专业性还是易用性，comfyui在使用SDXL模型上的优势开始越来越明显。 Merge 2 images together with this ComfyUI workflow: View Now: ControlNet Depth Comfyui workflow: Use ControlNet Depth to enhance your SDXL images: View Now: Animation workflow: A great starting point for using AnimateDiff: View Now: ControlNet workflow: A great starting point for using ControlNet: View Now: Inpainting workflow: A great starting Fully supports SD1. They can be used with any SDXL checkpoint model. Now with controlnet, hires fix and a switchable face detailer. not sliding context length) you can get some very nice 1 second gifs with this. SDXL CLIP image combiner SDXL_CLIPVisionCombiner. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. May 19, 2024 · It contains everything you need for SDXL/Pony. Smart memory management: can automatically run models on GPUs with as low as 1GB vram. 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. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. Hi there. Implementing SDXL and Conditioning the Clip. Easily find new ComfyUI workflows for your projects or upload and share your own. (early and not Feb 1, 2024 · Simply Comfy is an ultra-simple workflow made for Stable Diffusion 1. You can use more steps to increase the quality. 1? This update contains bug fixes that address issues found after v4. Stable Diffusion. I work with this workflow all the time! All the pictures you see on my page were made with this workflow. "Comfy-only-strategies" will fail (unless maybe you have the patients for 10^5 generations). You signed out in another tab or window. Apr 30, 2024 · Here’s how you can incorporate LoRAs into your workflow in ComfyUI to unlock new creative possibilities. It's likely that more artists will be attracted to using SD in the near future because of SDXL's quality renders. Making Videos with AnimateDiff-XL. (you can check the version of the workflow that you are using by looking at the workflow information box) A hub dedicated to development and upkeep of the Sytan SDXL workflow for ComfyUI he workflow is provided as a . However, in handling long text prompts, SD3 demonstrated better understanding. Sep 7, 2024 · SDXL Examples. 5 Lora with SDXL, Upscaling Future tutorials planned: Prompting practices, post processing images, batch trickery, networking comfyUI in your home network, Masking and clipseg awesomeness, many more. Instead of creating a workflow from scratch, you can simply download a workflow optimized for SDXL v1. Please keep posted images SFW. Keep objects in frame. Vid2Vid with Prompt Travel - Just the above with the prompt travel node and the right clip encoder settings so you don't have to. For more information check ByteDance paper: SDXL-Lightning: Progressive Adversarial Diffusion Distillation . It's running custom image improvements created by Searge and if you're an advanced user, this will get you a starting workflow where you can achieve almost anything when it SDXL_RefinerUpscalerLora. gasc ewqgk wqrxkj dkra attk kkgs nlb ugwvf nmk bmtapd  »