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. Launch ComfyUI by running python main. ai/workflows/openart/basic-sd15-workflow 4. If that's not the case, just upscale with a model that just takes an image. Here is an example of how to use upscale models like ESRGAN. Can load ckpt, safetensors and diffusers models/checkpoints. If for some reason you cannot install missing nodes with the Comfyui manager, here are the nodes used in this workflow: ComfyLiterals, Masquerade Nodes, Efficiency Nodes for ComfyUI, pfaeff-comfyui, MTB Nodes. to the corresponding Comfy folders, as discussed in ComfyUI manual installation. Note that you can download all images in this page and then drag or load them on ComfyUI to get the workflow embedded in the image. For SDXL_tidy-SAIstyle-LoRA-VAE-workflow-template_rev3. Reply reply Sep 2, 2023 · Here’s what’s new recently in ComfyUI. AnimateDiff This repo contains examples of what is achievable with ComfyUI. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. This fundamental yet crucial step forms the foundation for carrying out tasks. SDXL Workflow for ComfyUI with Multi-ControlNet Yes, 8Gb card, ComfyUI workflow loads both SDXL base & refiner models, separate XL VAE, 3 XL LoRAs, plus Face Detailer and its sam model and bbox detector model, and Ultimate SD Upscale with its ESRGAN model and input from the same base SDXL model all work together. Created by: John Qiao: Model Stable Diffusion 3 Medium is a Multimodal Diffusion Transformer (MMDiT) text-to-image model that features greatly improved performance in image quality, typography, complex prompt understanding, and resource-efficiency. 5 workflow with an external VAE ( https Encode the input image sequence into a latent vector using a Variational Autoencoder (VAE) model. Here’s the link to the previous update in case you missed it. If you have another Stable Diffusion UI you might be able to reuse the dependencies. Since SDXL requires you to use both a base and a refiner model, you’ll have to switch models during the image generation process. Both of my images have the flow embedded in the image so you can simply drag and drop the image into ComfyUI and it should open up the flow but I've also included the json in a zip file. Here is a basic text to image workflow: 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 9, 2023 · Versions compare: v1. DirectML (AMD Cards on Windows) pip install torch-directml Then you can launch ComfyUI with: python main. Please read the AnimateDiff repo README and Wiki for more information about how it works at its core. vae: vae Nov 13, 2023 · This is a minor update to make the workflow and custom node extension compatible with the latest changes in ComfyUI. mask_sequence: MASK_SEQUENCE Jan 26, 2024 · Download, open and run this workflow; Check "Resources" section below for links, and downoad models you miss. By connecting the get node to the global VAE value, you ensure consistency throughout your workflow. 5. I also sometimes get RAM errors with 10GB of VRAM. yaml. "Encoding failed due to incompatible image format" Explanation: The input image format is not supported by the VAE model. New We would like to show you a description here but the site won’t allow us. Since Free ComfyUI Online operates on a public server, you will have to wait for others's jobs finish first. 5 workflow, but since they're happening with the upscaler, it seems to be an issue with the upscaler. Additionally, the K-Sampler's "denoising value" might be adjusted to ensure the style is applied effectively. json file which is easily loadable into the ComfyUI environment. Step 2: Load Mar 23, 2024 · Hey this is my first ComfyUI workflow hope you enjoy it! I've never shared a flow before so if it has problems please let me know. With ComfyUI leading the way and an empty canvas, in front of us we set off on this thrilling adventure. (See the next section for a workflow using the inpaint model) How it works. The developers offer an array of built-in workflows that utilize default node functionality, demonstrating how to effectively implement LoRA. Created by: OpenArt: What this workflow does This workflow simply loads a model allows you to enter positive negative prompt allows you to adjust basic configurations like seeds, steps etc and generates an image. - yolain/ComfyUI-Yolain-Workflows ControlNet and T2I-Adapter Examples. 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. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. Download the first text encoder from here and place it in ComfyUI/models/clip - rename to "chinese-roberta-wwm-ext-large. Here are links for ones that didn't: ControlNet OpenPose. x, SD2. The Tiled Upscaler script attempts to encompas BlenderNeko's ComfyUI_TiledKSampler workflow into 1 node. The mask can be created by:- hand with the mask editor- the SAMdetector, where we place one or m A Zhihu column offering insights and information on various topics, providing readers with valuable content. or if you use portable (run this in ComfyUI_windows_portable -folder): Jun 7, 2024 · Discover how ComfyUI's face retouching workflow compares to Photoshop, offering an efficient and powerful alternative for flawless portrait enhancements. vae: vae Either manager and install from git, or clone this repo to custom_nodes and run: pip install -r requirements. This workflow showcases the remarkable contrast between before and after retouching: not only does it allow you to draw eyeliner and eyeshadow and apply lipstick, but it also smooths the skin while maintaining a realistic texture. 5 models and Lora's to generate images at 8k - 16k quickly. ComfyUI ControlNet aux: Plugin with preprocessors for ControlNet, so you can generate images directly from ComfyUI. Apr 22, 2024 · Goto ComfyUI_windows_portable\ComfyUI\ Rename extra_model_paths. Solution: Verify that the VAE model is correctly specified and loaded. You may download the model and the VAE on Huggingface. If you have any tips or advice, that would be appreciated :) To use ComfyUI-LaMA-Preprocessor, you'll be following an image-to-image workflow and add in the following nodes: Load ControlNet Model, Apply ControlNet, and lamaPreprocessor: When setting the lamaPreprocessor node, you'll decide whether you want horizontal or vertical expansion and then set the amount of pixels you want to expand the image by Feb 24, 2024 · I want to stress that you MUST update your comfyUI to the latest version, you should also update ALL your custom nodes because there is no way to know which ones might have affect the UNET, CLIP and VAE spaces which cascade is now using to generate our images. Tiled Diffusion, MultiDiffusion, Mixture of Diffusers, and optimized VAE - shiimizu/ComfyUI-TiledDiffusion. Starts at 1280x720 and generates 3840x2160 out the other end. 1? This is a minor update to make the workflow and custom node extension compatible with the latest changes in ComfyUI. Standalone VAEs and CLIP models. VAE加载器_Zho. This node decodes latents in tiles allowing it to decode larger latent images than the regular VAE Decode node. py --force-fp16. Jul 30, 2023 · These workflow are intended to use SD1. 1 has extended LoRA & VAE loaders v1. Strongly recommend the preview_method be "vae_decoded_only" when running the script. Put it in "\ComfyUI\ComfyUI\models\controlnet\". The VAE is now run in bfloat16 by default on Nvidia 3000 series and up. Creating nodes using a double click search box streamlines the workflow configuration. This approach eliminates the need for repetitive connections, resulting in a cleaner and more efficient workflow Feb 22, 2024 · Saved searches Use saved searches to filter your results more quickly Install the ComfyUI dependencies. It is not perfect and has some things i want to fix some day. In a base+refiner workflow though upscaling might not look straightforwad. All of those issues are solved using the OpenPose controlnet Sep 14, 2023 · Every time Stable diffusion does a round of encoding/decoding from latent to image with the VAE, (ComfyUI Workflow) Stable Cascade is a new kind of image generation model, built on a design Download vae (e. The Load VAE node can be used to load a specific VAE model, VAE models are used to encoding and decoding images to and from latent space. 5 checkpoint, LoRAs, VAE according to what you need. With Inpainting we can change parts of an image via masking. Building the Basic Workflow. Script supports Tiled ControlNet help via the options. This should reduce memory and improve speed for the VAE on these cards. Jun 7, 2024 · In ComfyUI we will use the "VAE Encode" node to convert the reference image into a latent space format, similar to the starting point for the main image. 5 model in ComfyUi. 5 might be acceptable (try using a controlnet to improve quality). 1. Those include inconsistent perspective, jarring blending between areas and inability to generate characters interacting with each other in any way. Along with the regular bug fixes what’s new is: Faster VAE on Nvidia 3000 series and up. You can construct an image generation workflow by chaining different blocks (called nodes) together. bin" Download the second text encoder from here and place it in ComfyUI/models/t5 - rename it to "mT5-xl. Input the image you wish to restore; Choose the Model, Clip, VAE, and Enter both a Positive and a Negative Prompt; The difference of BBox Detector and Segm Detector (Sam model) Face Detailer Settings: How to Use Face Detailer Jan 29, 2023 · こんにちはこんばんは、teftef です。今回は少し変わった Stable Diffusion WebUI の紹介と使い方です。いつもよく目にする Stable Diffusion WebUI とは違い、ノードベースでモデル、VAE、CLIP を制御することができます。これによって、簡単に VAE のみを変更したり、Text Encoder を変更することができます What this workflow does. The adventure, in ComfyUI starts by setting up the workflow, a process that many're familiar, with. json, it requires custom node and file requirements: Tips about this workflow Make sure to use a SD 1. Upscale the image, hires fix with SD 1. Inputs: pixels: IMAGE. We take an existing image (image-to-image), and modify just a portion of it (the mask) within The same concepts we explored so far are valid for SDXL. You'll see a configuration item on this node called "grow_mask_by", which I usually set to 6-8. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. Loading the Image. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Utilize the default workflow or upload and edit your own. This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. GitHub Gist: instantly share code, notes, and snippets. Improved AnimateDiff integration for ComfyUI, as well as advanced sampling options dubbed Evolved Sampling usable outside of AnimateDiff. It's the same as using both VAE Encode (for Inpainting) and InpaintModelConditioning, but less overhead because it avoids VAE-encoding the image twice. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. HunYuan Scheduler The workflow is very simple, the only thing to note is that to encode the image for inpainting we use the VAE Encode (for Inpainting) node and we set a grow_mask_by to 8 pixels. This workflow adds an external VAE on top of the basic text-to-image workflow ( https://openart. The template is intended for use by advanced users. txt. x, SDXL, Stable Video Diffusion and Stable Cascade. ComfyUI CCSR | ComfyUI Upscale Workflow This ComfyUI workflow incorporates the CCSR (Content Consistent Super-Resolution) model, designed to enhance content consistency in super-resolution tasks. Note that --force-fp16 will only work if you installed the latest pytorch nightly. Please note: this model is released under the Stability Non-Commercial Research I love this workflow, but every second or third generation crashes at the VAE Decode step. Jul 30, 2023 · For SDXL_tidy-workflow-template. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. The default startup workflow of ComfyUI (open image in a new tab for better viewing) Before we run our default workflow, let's make a small modification to preview the generated images without saving them: Right-click on the Save Image node, then select Remove. 0 One LoRA, no VAE Loader, simple Use ComfyUI manager for install missing nodes - htt 完成ComfyUI界面汉化，并新增ZHO主题配色 ，代码详见：ComfyUI 简体中文版界面; 完成ComfyUI Manager汉化 ，代码详见：ComfyUI Manager 简体中文版; 20230725. So, to counter that i use the --fp16-vae command line and no more tiled vae is needed (work 95% of the time, 5% are black img but it's ok). ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. No persisted file storage. If you don't have ComfyUI Manager installed on your system, you can download it here . For more technical details, please refer to the Research paper . Install the ComfyUI dependencies. Click the Load Default button on the right panel to load the default workflow. please pay attention to the default values and if you build on top of them, feel free to share your work :) Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. Nov 9, 2023 · 而如果有 VAE 的話，則需要放在 ComfyUI/models/vae 裡面。 AnimateDiff 的節點介紹 一開始，我們需要載入圖片或是影片，需要用到 Video Helper Suite 這個模組，用來製作影片的來源。 Jan 30, 2024 · To save memory, you can run Comfy with the --fp16-vae argument to disable the default VAE upcasting to float32. A general purpose ComfyUI workflow for common use cases. This workflow relies on a lot of external models for all kinds of detection. Please try SDXL Workflow Templates if you are new to ComfyUI or SDXL. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. In the step we need to choose the model, for inpainting. Inpainting is a blend of the image-to-image and text-to-image processes. pt" Feb 7, 2024 · Why Use ComfyUI for SDXL. Created by: Rui Wang: Inpainting is a task of reconstructing missing areas in an image, that is, redrawing or filling in details in missing or damaged areas of an image. example to extra_model_paths. . Apr 22, 2024 · ComfyUI’s LoRA workflow is well-known among users. The VAE Decode (Tiled) node can be used to decode latent space images back into pixel space images, using the provided VAE. Then, queue your prompt to obtain results. No Jan 24, 2024 · For instance, if you have multiple groups in your workflow that require the same VAE, you can designate it as the global VAE. ai Apr 24, 2024 · Face Detailer ComfyUI Workflow - No Installation Needed, Totally Free; Add Face Detailer Node; Input for Face Detailer. This was the base for my Jan 10, 2024 · 2. - ltdrdata/ComfyUI-Impact-Pack . Jun 21, 2024 · Explanation: The specified VAE model is not available or not properly loaded. py --directml Jun 25, 2024 · The ComfyUI Vid2Vid offers two distinct workflows to creating high-quality, professional animations: Vid2Vid Part 1, which enhances your creativity by focusing on the composition and masking of your original video, and Vid2Vid Part 2, which utilizes SDXL Style Transfer to transform the style of your video to match your desired aesthetic. bin" Download the model file from here and place it in ComfyUI/checkpoints - rename it to "HunYuanDiT. Merged the old resize and resize_to options into just resize for the Faceswap generate node. Then double-click in a blank area, input Inpainting, and add this node. sd-vae-ft-mse) and put it under Your_ComfyUI_root_directory\ComfyUI\models\vae About Improved AnimateAnyone implementation that allows you to use the opse image sequence and reference image to generate stylized video A hub dedicated to development and upkeep of the Sytan SDXL workflow for ComfyUI he workflow is provided as a . Upscale Model Examples. This will load the component and open the workflow. base_path: C:\ComfyUI_windows_portable_nvidia_cu121_or_cpu\ComfyUI\models\ checkpoints: checkpoints. Jan 10, 2024 · This method not simplifies the process. Change the base_path value to the location of your models. It's pretty straightforward. Although the Load Checkpoint node provides a VAE model alongside the diffusion model, sometimes it can be useful to use a specific VAE model. Automate any workflow Packages. Also add image mask sequence to latent vector. Jan 28, 2024 · 2. Text to Image: Build Your First Workflow. Some awesome comfyui workflows in here, and they are built using the comfyui-easy-use node package. Topics ai style-transfer text-to-image image-to-image inpainting inpaint text2image image2image outpaint img2img outpainting stable-diffusion prompt-generator controlnet comfyui comfyui-workflow ipadapter Launch ComfyUI by running python main. Following the application of the CCSR model, there's an optional step that involves upscaling once more by adding noise and utilizing the ControlNet ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. This repository adds a new node VAE Encode & Inpaint Conditioning which provides two outputs: latent_inpaint (connect this to Apply Fooocus Inpaint) and latent_samples (connect this to KSampler). json (THE SIMPLE ONE, modified from ComfyUI official repo), you could use it as is, it only need Base and Refiner models of SDXL. Note: Remember to add your models, VAE, LoRAs etc. Resources. Then my images got fixed. Standard Workflow (Recommended) HunyuanDiT-v1. Unpacking the Main Components Mar 23, 2024 · 何度か機会はあったものの、noteでの記事で解説するのは難しそうだなぁと思って後回しにしてしまっていましたが、今回は ComfyUI の基本解説 をやっていこうと思います。 私は基本的に A1111WebUI & Forge 派なんですが、新しい技術が出た時にすぐに対応できないというのがネックでした。 Stable Free ComfyUI Online allows you to try ComfyUI without any cost! No credit card or commitment required. If you don't want to save images, just drop a preview image widget and attach it to the vae decode instead. Dec 23, 2023 · This is inpaint workflow for comfy i did as an experiment. Ensure that the model file is accessible and compatible with the node. The VAE is totally optional. I will make only Features. The trick is NOT to use the VAE Encode (Inpaint) node (which is meant to be used with an inpainting model), but: Encode the pixel images with the VAE Encode node. Applying a single LoRA can be quite straightforward. It is generally a good idea to grow the mask a little so the model "sees" the surrounding area. Apr 21, 2024 · Basic Inpainting Workflow. Aug 17, 2023 · This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. It is commonly used Just a simple workflow to use the Playground v2. It can be used with any SDXL checkpoint model. Host and manage packages Dec 26, 2023 · AnimateDiffの話題も語ろうと思ったけど、その前にComfyUI自体で言いたいことがいっぱいある〜！ かなり厳しい話もするが私の本音を聞いておけ〜！ ComfyUIとWeb UIモデルは共用できる ComfyUIとAUTOMATIC1111で使うモデル、LoRA、VAE、ControlNetモデルは共用できるぞ！ Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more. Open the YAML file in a code or text editor. SDXL Workflow for ComfyUI with Multi-ControlNet Jun 7, 2024 · Hello everyone! Today, I’m excited to introduce a newly built workflow designed to retouch faces using ComfyUI. Also lets us customize our experience making sure each step is tailored to meet our inpainting objectives. Diffusers Wrapper. Prerequisites Before you can use this workflow, you need to have ComfyUI installed. Embeddings/Textual inversion. The component used in this example is composed of nodes from the ComfyUI Impact Pack , so the installation of ComfyUI Impact Pack is required. g. By the end of this article, you will have a fully functioning text to image workflow in ComfyUI built entirely from scratch. SDXL ComfyUI工作流（多语言版）设计 + 论文详解，详见：SDXL Workflow（multilingual version） in ComfyUI + Thesis explanation Apr 30, 2024 · Load the default ComfyUI workflow by clicking on the Load Default button in the ComfyUI Manager. SDXL Pixel Art ComfyUI Workflow. We will use a 3x factor to scale the resolution from 2048 x 1024 (3 Mb) to 6144 x 3072 (25Mb). Created by: Bocian: This workflow aims at creating images 2+ characters with separate prompts for each thanks to the latent couple method, while solving the issues stemming from it. List of Templates. model_name is the weight list of comfyui vae model folder. Image sequence that will be encoded. Some of them should download automatically. Turns out that I had to download this VAE, put in the `models/vae` folder, add a `Load VAE` node and feed it to the `VAE Decode` node. This workflow does not clean u Created by: Mad4BBQ: What this workflow does Extremely EASY to use upscaler/detailer that uses lighting fast LCM and produces highly detailed results that remain faithful Jan 20, 2024 · This workflow only works with a standard Stable Diffusion model, not an Inpainting model. Generate the image. HunyuanDiT-v1. To get started users need to upload the image on ComfyUI. " ComfyUI 可以一次過設定整個流程，對 SDXL 先要用 base model 再用 refiner model 的流程節省很多設定時間。 ComfyUI 啟動速度比較快，在生成時也感覺快一點，特別是用 refiner 的時候。 ComfyUI 整個界面非常自由，可以隨意拖拉到自己喜歡的樣子。 Dec 8, 2023 · I have a gtx 1660 ti 6gb , and when vae decoding an upscaled img, comfyui sometimes switch to tiled vae and i don't like that (ugly color, less details). Initiating Workflow in ComfyUI. Text to Image. 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. I don't get these errors with the v0. 3. 2. SDXL works with other Stable Diffusion interfaces such as Automatic1111 but the workflow for it isn’t as straightforward. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. A good place to start if you have no idea how any of this works is the: The workflow (JSON is in attachments): The workflow in general goes as such: Load your SD1. Lora加载器_Zho. Apr 21, 2024 · Goto ComfyUI_windows_portable\ComfyUI\ Rename extra_model_paths. Leave the ClipText settings as default, add your pos/neg prompts. What's new in v4. Once you install the Workflow Component and download this image, you can drag and drop it into comfyui. VAE model that will be used to encode the image sequence. 3. Upscaling in ComfyUI consists of adding a Load Upscale Model node and an Ultimate SD Upscale node after the VAE Decode step from the previous workflow. ControlNet加载器_Zho. Example. Add VAE Encode (for Inpainting) As usual, we start with the default workflow. This latent is then upscaled using the Stage B diffusion model. It is an important problem in computer vision and a basic feature in many image and graphics applications, such as object removal, image repair, processing, relocation, synthesis, and image-based rendering. Dec 10, 2023 · Introduction to comfyUI. 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. How to use this workflow Use this workflow only if you are sure the base checkpoint embeds a good quality VAE, otherwise check out another this workflow with VAE - https://openart. 3? This update added support for FreeU v2 in addition to FreeU v1. Fully supports SD1. py; Note: Remember to add your models, VAE, LoRAs etc. 5 model with the VAE baked in, otherwise you will have to manually link a VAE to the workflow. This upscaled latent is then upscaled again and converted to pixel space by the Stage A VAE. configs: configs. Created by: OpenArt: What this workflow does This workflow applies a second pass of KSampler on top of this basic SD 1. In this workflow building series, we'll learn added customizations in digestible chunks, synchronous with our workflow's development, and one update at a time. This can be done by clicking to open the file dialog and then choosing "load image. vae: VAE. It offers convenient functionalities such as text-to-image This is a simple workflow I like to use to create high quality images using SDXL or Pony Diffusion Checkpoints. 6. rr zt fo ao oq tk ov cm tx at