Comfy sdxl workflow

Comfy sdxl workflow. Upcoming tutorial - SDXL Lora + using 1. Edit: you could try the workflow to see it for yourself. 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 think it’s a fairly decent starting point for someone transitioning from Automatic1111 and looking to expand from there. I'm not sure what's wrong here because I don't use the portable version of ComfyUI. Comfy Workflows 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 Mar 24, 2024 · SDXLのモデル、VAEの指定と、生成方法の設定をします。 SDXLで生成した画像をi2iする前にアップスケールする場合の倍率指定です。（画像は2倍設定） SD1. This workflow perfectly works with 1660 Super 6Gb VRAM. This flow is minimal but considering all these models that totally confuse you and prevent you from learning how to build your own I decided to build one that is clear and liniair to help you understand a true flow that doesnt meander. Useful links. Aug 20, 2023 · In part 1 , we implemented the simplest SDXL Base workflow and generated our first images. How to Use SDXL Turbo in Comfy UI for Fast Image Generation - SDXL-Turbo-ComfyUI-Workflows/README. Part 3 (this post) - we will add an SDXL refiner for the full SDXL process Aug 16, 2024 · There are some basic usage instructions in the workflow itself discussing how to use the "modules". SDXL CLIP image combiner SDXL_CLIPVisionCombiner. 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. Nov 13, 2023 · beta_schedule: Change to the AnimateDiff-SDXL schedule. install or update the following custom nodes. 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. ensure you have at least one upscale model installed Automate any workflow Packages. I made a preview of each step to see how the image changes itself after sdxl to sd1. Sure, it's not 2. 9 I was using some ComfyUI workflow shared here where the refiner was always an improved version versus the base. It now includes: SDXL 1. Thanks. The source code for this tool This is a SDXL based controlnet Tile model, trained with huggingface diffusers sets, fit for Stable diffusion SDXL controlnet. txt: Required Python packages Sep 4, 2023 · Then move it to the “\ComfyUI\models\controlnet” folder. Feb 1, 2024 · Simply Comfy is an ultra-simple workflow made for Stable Diffusion 1. (you can check the version of the workflow that you are using by looking at the workflow information box) Jan 6, 2024 · 3. This process includes adjusting clip properties such as width, height, and target dimensions. Share art/workflow . Aug 13, 2023 · In part 1 (this post), we will implement the simplest SDXL Base workflow and generate our first images. ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. SDXL-ComfyUI-workflows. 5. 0 Workflow. Stability AI on Huggingface: Here you can find all official SDXL models. share, run, and discover comfyUI workflows. One UNIFIED ControlNet SDXL model to replace all ControlNet models. This can be useful for systems with limited resources as the refiner takes another 6GB or ram. ai/workflows/openart/basic-sdxl Today, we embark on an enlightening journey to master the SDXL 1. 1316 x 832px which will be the dimensions for the final animated video. 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. I use this workflow personally for ALL generations. I played for a few days with ComfyUI and SDXL 1. 1 of the workflow, to use FreeU load the new workflow from the . It also has full inpainting support to make custom changes to your generations. But now in SDXL 1. Jul 1, 2024 · The SDXL workflow includes wildcards, base+refiner stages, Ultimate SD Upscaler (using a 1. Jan 16, 2024 · Mainly notes on operating ComfyUI and an introduction to the AnimateDiff tool. 333. However, I've achieved the best results with SDXL. I'm glad to hear the workflow is useful. Connect the upscale node’s input slots like previously. 5 refined model) and a switchable face detailer. x, SD2. Version 4. Then press "Queue Prompt" once and start writing your prompt. 5. 0 the refiner is almost always a downgrade for me. SDXL LCM LoRA SVD Workflow (28164 downloads ) Select the image you want to animate, define the SDXL dimensions you want eg. Use the "Fast Groups Bypasser (rgthree)" to switch between using the different models and to turn on off Ollama 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. Host and manage packages Security. 1-step SDXL UNet model. In this guide, I'll use the popular Sytan SDXL workflow and provide a couple of other recommendations. (early and not inpaunt工作流. Let’s first compare the 1-step UNet SDXL model and workflow. 首先當然要下載 SDXL 1. 0 was released. One guess is that the workflow is looking for the Control-LoRAs models in the cached directory (which is my directory on my computer). They can be used with any SDXL checkpoint model. SDXL Ultimate Workflow is the best and most complete single workflow that exists for SDXL 1. with a proper workflow, it can provide a good result for high detailed, high resolution image fix. Upon loading SDXL, the next step involves conditioning the clip, a crucial phase for setting up your project. json - Loads two images, looks at them, then combines the results (beach, woman). 5 with included Ollama for enhancing prompts with LLMs. They can be used with any SDLX checkpoint model. SDXL VAE. You signed out in another tab or window. Feb 7, 2024 · 2. 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. My workflow for generating anime style images using Pony Diffusion based models. 2. I recommend using a different term. 0_fp16. WAS Node Suite. 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. update ComyUI. Comfyroll Custom Nodes. Let Jul 14, 2023 · You signed in with another tab or window. 0 with SDXL-ControlNet: Canny Part 7: Fooocus KSampler Custom Node for ComfyUI SDXL Part 8: SDXL 1. EASY basics - Comfy Academy; 10:43. You may consider trying 'The Machine V9' workflow, which includes new masterful in-and-out painting with ComfyUI fooocus, available at: The-machine-v9 Alternatively, if you're looking for an easier-to-use workflow, we suggest exploring the 'Automatic ComfyUI SDXL Module img2img v21' workflow located at: Automatic_comfyui_sdxl_modul_img2img_v21 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. I use four input for each image: The project name: Used as a prefix for the generated image Added Face Detailing workflow. Written by Prompting Pixels. Smart memory management: can automatically run models on GPUs with as low as 1GB vram. You switched accounts on another tab or window. SDXL Refiner 1. json at main · SytanSD/Sytan-SDXL-ComfyUI text_to_image. However, in handling long text prompts, SD3 demonstrated better understanding. Ending Workflow. 0 with SDXL-ControlNet: OpenPose (v2) Remember at the moment this is only for SDXL. Now with controlnet, hires fix and a switchable face detailer. This is the work of XINSIR . Stable Diffusion. Find and fix vulnerabilities Start with strength 0. Although the capabilities of this tool have certain limitations, it's still quite interesting to see images come to life. 5 and then after upscale and facefix, you ll be surprised how much change that was 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. SD and SDXL and Loras models are supported. 0. 0 and SD 1. Part 2 - (coming in 48 hours) we will add SDXL-specific conditioning implementation + test what impact that conditioning has on the generated images. Technology----1. 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。 下載 SDXL 1. json: Image-to-image workflow for SDXL Turbo; high_res_fix. 0 is an all new workflow built from scratch! Created by: C. All you need is to download the SDXL models and use the right workflow. 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. Advanced Examples This generator is built on the SDXL QR Pattern Controlnet model by Nacholmo, but it's versatile and compatible with SD 1. 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 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. 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 May 12, 2024 · Hyper-SDXL image comparison. download the SDXL VAE encoder. It's likely that more artists will be attracted to using SD in the near future because of SDXL's quality renders. Feb 7, 2024 · Running SDXL models in ComfyUI is very straightforward as you must’ve seen in this guide. 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 Here is the link to download the official SDXL turbo checkpoint open in new window. By default, the workflow is setup to create 25 frames and create a 6 frame per second (FPS) GIF. The usage description is inside the workflow. 1) Aug 4, 2023 · this is fresh out of SDXL / Comfy UI without using 3rd party upscaling. Before inpainting it will blow the masked size up to 1024x1024 to get a nice resolution. I have attached a TXT2VID and VID2VID workflow that works with my 12GB VRAM card. 5でi2iする設定です。今回はここでLoraも入れています。 denoiseは調整してもいいかも。 Complete flexible pipeline for Text to Image Lora Controlnet Upscaler After Detailer and Saved Metadata for uploading to popular sites Use the Notes section to learn Aug 20, 2023 · Part 2: SDXL with Offset Example LoRA in ComfyUI for Windows Part 3: CLIPSeg with SDXL in ComfyUI Part 4: Two Text Prompts (Text Encoders) in SDXL 1. SD1. List of Templates. if you download the image, drag and drop it into the comfy UI, you should see the graph being used to generate the image. SDXL Base 1. 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 Oct 9, 2023 · Crisp and beautiful images with relatively short creation time, easy to use. Execution Model Inversion Guide. Intermediate SDXL Template. safetensors and put it in your ComfyUI/models/loras directory. The graph that contains all of this information is refered to as a workflow in comfy. created 9 days ago. 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. Watermarks! The training data is full of watermarks, to avoid them to show up in your generations use a resolution slightly different from 1024×1024 (or the standard ones) for example 1016×1016 works pretty well. 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. Reply reply The workflow is included as a . - Once you get the hang of it, it really is easy to use. py: Gradio app for simplified SDXL Turbo UI; requirements. json file in the workflow folder. This workflow use the Impact-Pack and the Reactor-Node. 0 is an all new workflow built from scratch! update of a workflow with flux and florence. The blurred latent mask does its best to prevent ugly seams. 0 most robust ComfyUI workflow. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. However, you can also use SDXL models that don’t need a refiner in this workflow Feb 22, 2024 · You signed in with another tab or window. I have had to adjust the resolution of the Vid2Vid a bit to make it fit within those constraints. Brace yourself as we delve deep into a treasure trove of fea Aug 2, 2023 · This is my current SDXL 1. Follow. Aug 17, 2023 · download the SDXL models. 5 模型; 安装第三方节点，ComfyUI-Advanced-ControlNet 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 SDXL Refiner: The refiner model, a new feature of SDXL; SDXL VAE: Optional as there is a VAE baked into the base and refiner model, but nice to have is separate in the workflow so it can be updated/changed without needing a new model. Lesson 2: Cool Text 2 Image Trick in ComfyUI Simple SDXL ControlNET Workflow 0. Concept: Generate your usual 1024x1024 Image. SDXL_RefinerUpscalerLora. Dowload the model from: https://huggingface. Save this image then load it or drag it on ComfyUI to get the workflow. Contains multi-model / multi-LoRA support, Ultimate SD Upscaling, Segment Anything, and Face Detailer. ControlNet (Zoe depth) Advanced SDXL Template Aug 16, 2024 · There are some basic usage instructions in the workflow itself discussing how to use the "modules". I will focus on Hyper-SDXL since most people are interested in speeding it up. json file which is easily loadable into the ComfyUI environment. ensure you have at least one upscale model installed Nov 13, 2023 · Support for FreeU has been added and is included in the v4. It is based on the SDXL 0. 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. download the SDXL models. Our journey starts by setting up a workflow. For more information check ByteDance paper: SDXL-Lightning: Progressive Adversarial Diffusion Distillation . Starting workflow. Chinese Version AnimateDiff Introduction AnimateDiff is a tool used for generating AI videos. Important elements include loading checkpoints using SDXL and loading the VAE. Jul 28, 2023 · 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 SDXL ComfyUI ULTIMATE Workflow. Provide a source picture and a face and the workflow will do the rest. 0 Base SDXL 1. Pinto: About SDXL-Lightning is a lightning-fast text-to-image generation model. If you un-bypass a module it will un-bypass all subsections of the module. SDXL Style Mile (ComfyUI version) ControlNet Preprocessors by Fannovel16. Please share your tips, tricks, and workflows for using this software to create your AI art. Fully supports SD1. Many artists, like myself, will want to discuss workflow in the conventional sense and this could cause confusion. Here is a workflow for using it: Example. This basic workflow runs the base SDXL model with some optimization for SDXL. 5 models and the QR_Monster ControlNet as well. A lower 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. The image generation using SDXL in ComfyUI is much faster compared to Automatic1111 which makes it a better option between the two. Now in Comfy, from the Img2img workflow, let’s duplicate Load Image and Upscale Image Nodes. 注意，这里需要下载较多的节点和模型。包括： 去下载 controlnet tile SDXL 和 SD1. Oct 11, 2023 · The main model can use the SDXL checkpoint. 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 ComfyUI Workflows. context_length: Change to 16 as that is what this motion module was trained on. json: High-res fix workflow to upscale SDXL Turbo images; app. Part 3 - we will add an SDXL refiner for the full SDXL process 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 Oct 14, 2023 · This is a ComfyUI workflow to swap faces from an image. safetensors”. The LCM SDXL lora can be downloaded from here Download it, rename it to: lcm_lora_sdxl. SDXL offers its own conditioners, simplifying the search and application process. . Follow creator. VAEDecode Aug 3, 2023 · Discover the Ultimate Workflow with ComfyUI in this hands-on tutorial, where I guide you through integrating custom nodes, refining images with advanced tool Indeed SDXL it s better , but it s not yet mature, as models are just appearing for it and as loras the same. Hi there. Everything you need to generate amazing images! Packed full of useful features that you can enable and disable on the fly. md at main-branch · SharCodin/SDXL-Turbo-ComfyUI-Workflows May 15, 2024 · This workflow is for SD 1. Aug 29, 2024 · SDXL Examples. This will be the last update on this particular workflow with having USDU and the Hand Fix. For now I will stay on SDXL Turbo models so I created a SDXL workflow. What this workflow does. 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. img2img This workflow generates images roughly with in 3. Workflow Initialization. 0 Part 5: Scale and Composite Latents with SDXL Part 6: SDXL 1. Models For the workflow to run you need this loras/models: ByteDance/ SDXL-Lightning 8STep Lora Juggernaut XL Detail Tweaker XL SDXL Turbo is a SDXL model that can generate consistent images in a single step. Ai Art. This workflow also includes nodes to include all the resource data (within the limi 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. This step is crucial because it establishes the foundation of our workflow ensuring we have all the tools to us. Simple SDXL Template. Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL base model: This workflow works for SD3, SDXL, and SD1. I then recommend enabling Extra Options -> Auto Queue in the interface. For example: 896x1152 or 1536x640 are good resolutions. We name the file “canny-sdxl-1. No, because it's not there yet. Maybe this workflow is to basic for this lofty place. 8 and boost 0. co/xinsir/controlnet A hub dedicated to development and upkeep of the Sytan SDXL workflow for ComfyUI - Sytan-SDXL-ComfyUI/Sytan SDXL Workflow v0. Please keep posted images SFW. Here's how it works: Enter your QR code text in the QR_Text field. 0 reviews. Workflow for ComfyUI and SDXL 1. What's new in v4. It has many upscaling options, such as img2img upscaling and Ultimate SD Upscale upscaling. However, I struggled quite a while with a good SDXL inpainting workflow. 5 without lora, takes ~450-500 seconds with 200 steps with no upscale resolution (see workflow screenshot from ver 1. You should try to click on each one of those model names in the ControlNet stacker node and choose the path of where your models Set up SDXL. Instead of creating a workflow from scratch, you can simply download a workflow optimized for SDXL v1. 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. Join the largest ComfyUI community. 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. I didn’t recommend this model. They are intended for use by people that are new to SDXL and ComfyUI. 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 Comfy1111 SDXL Workflow for ComfyUI Just a quick and simple workflow I whipped up this morning to mimic Automatic1111's layout. But it is extremely light as we speak, so much so Dec 5, 2023 · Preview of my workflow – download via the link below. json - The same as above, but with a Lora node. Note: the images in the example folder are still embedding v4. Built-in nodes. 35 Comfy Workflows Comfy Workflows. Aug 16, 2024 · There are some basic usage instructions in the workflow itself discussing how to use the "modules". Implementing SDXL and Conditioning the Clip. I won’t compare the custom Hyper-SDXL checkpoint because it is a finetuned model that contains other effects. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. Prerequisites Before you can use this workflow, you need to have ComfyUI installed. 1? This update contains bug fixes that address issues found after v4. 75 seconds. SDXL Examples. Bug Fixes 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. Oct 12, 2023 · These workflow templates are intended as multi-purpose templates for use on a wide variety of projects. With identical prompts, the SDXL model occasionally resulted in image distortions. 5! I have yet to set up a SDXL AnimateDiff workflow, so if you're looking to do SDXL animations you'll need to adapt this workflow for that. Simple SDXL Workflow 0. 3 in SDXL and 0. Easily find new ComfyUI workflows for your projects or upload and share your own. Part 2 - we added SDXL-specific conditioning implementation + tested the impact of conditioning parameters on the generated images. To begin we remove the default layout to make room for our personalized workflow. 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 Apr 30, 2024 · Here’s how you can incorporate LoRAs into your workflow in ComfyUI to unlock new creative possibilities. Share, discover, & run thousands of ComfyUI workflows. Searge SDXL Nodes. Contribute to fabiomb/Comfy-Workflow-sdxl development by creating an account on GitHub. 6 boost 0. 2 workflow. 5 and 2. 120. ComfyUI Workflows are a way to easily start generating images within ComfyUI. It wont work if you don't have the proper models installed. Roman Greek Bust Statue using InstantID Face - SDXL workflow. 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 : Welcome to the unofficial ComfyUI subreddit. It can generate high-quality 1024px images in a few steps. It is original trained for my own realistic model used for Ultimate upscale process to boost the picture details. To get started, you'll need to prepare your audio clip for importing into Comfy. Making Videos with AnimateDiff-XL. 1. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. A hub dedicated to development and upkeep of the Sytan SDXL workflow for ComfyUI he workflow is provided as a . Reload to refresh your session. 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. It should work with SDXL models as well. Control-Lora: Official release of a ControlNet style models along with a few other interesting ones. 0. Please read them and follow them. 5 的大得多。 SDXL ComfyUI ULTIMATE Workflow. Dec 19, 2023 · ComfyUI won't take as much time to set up as you might expect. json: Text-to-image workflow for SDXL Turbo; image_to_image. 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. You can use more steps to increase the quality. Comfy Ui. 0, did some experiments, and came up with reasonably simple, yet pretty flexible and powerful workflow I use myself: MoonRide workflow v1. Created by: OpenArt: What this workflow does This workflow adds a refiner model on topic of the basic SDXL workflow ( https://openart. I have updated the workflow submitted last week, cleaning up a bit the layout and adding many functions I wanted to learn better. 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. This process is used instead of directly using the realistic texture lora because it achieves better and more controllable effects 主模型可以使用SDXL的checkpoint。 Feb 25, 2024 · The video focuses on my SDXL workflow, which consists of two steps, A base step and a refinement step. zmmosq acecx shxpmavt mtn meuxpi ebgrwlk nid mwzna fesds tbpacfm