Comfyui default workflow example

Comfyui default workflow example. The input module lets you set the initial settings like image size, model choice, and This is the input image that will be used in this example: Here is an example using a first pass with AnythingV3 with the controlnet and a second pass without the controlnet with AOM3A3 (abyss orange mix 3) and using their VAE. So, up until today, I figured the "default workflow" was still always the best thing to use. safetensors for the example below), the Depth controlnet here and the Union Controlnet here. Nov 25, 2023 · However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. 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. Aug 26, 2024 · The ComfyUI FLUX IPAdapter workflow leverages the power of ComfyUI FLUX and the IP-Adapter to generate high-quality outputs that align with the provided text prompts. Please share your tips, tricks, and workflows for using this software to create your AI art. This simple workflow is similar to the default workflow but lets you load two LORA models. Let me explain how to build Inpainting using the following scene as an example. In ComfyUI the saved checkpoints contain the full workflow used to generate them so they can be loaded in the UI just like images to get the full workflow that was used to create them. The picture on the left was first generated using the text-to-image function. Full Power Of ComfyUI: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. It offers convenient functionalities such as text-to-image Inpainting Workflow. Download workflow here: LoRA Stack. Goto ComfyUI_windows_portable\ComfyUI\ Rename extra_model_paths. This is the most well organised and easy to use ComfyUI Workflow I've come across so far showing difference between Preliminary, Base and Refiner setup. It works with all models that don’t need a refiner model. x and SDXL; Asynchronous Queue system; Many optimizations: Only re-executes the parts of the workflow that changes between executions. A simple example of hijacking the api: You signed in with another tab or window. So, you can use it with SD1. The sample prompt as a test shows a really great result. Save this image then load it or drag it on ComfyUI to get the workflow. But let me know if you need help replicating some of the concepts in my process. Hence, we'll delve into the most straightforward text-to-image processes in ComfyUI. com The easiest way to get to grips with how ComfyUI works is to start from the shared 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. json file. Install the ComfyUI dependencies. Please note that in the example workflow using the example video we are loading every other frame of a 24 frame video and then turning that into at 8 fps animation (meaning things will be slowed compared to the original video) Workflow Explanations. install and use ComfyUI for the first time; install ComfyUI manager; run the default examples; install and use popular custom nodes; run your ComfyUI workflow on Replicate; run your ComfyUI workflow with an API; Install ComfyUI. It'll reset as default workflow if I export image and reimport the image again. com/models/628682/flux-1-checkpoint By default the CheckpointSave node saves checkpoints to the output/checkpoints/ folder. It is a simple workflow of Flux AI on ComfyUI. The new frontend is now the default for ComfyUI. After all: Default workflow still uses the general clip encoder, ClipTextEncode Here is a basic example how to use it: As a reminder you can save these image files and drag or load them into ComfyUI to get the workflow. This example is an example of merging 3 different checkpoints using simple block merging where the input, middle and output blocks of the unet can have a Examples of ComfyUI workflows. 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. Support for SD 1. All you need to do is to install it using a manager. How to Load a New Workflow? Simple Steps: Share, discover, & run thousands of ComfyUI workflows. 0. Img2Img works by loading an image like this example image (opens in a new tab), converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. 1. do not replace the existing default workflow in comfyui #default_workflow = "null",), ] # register the workflows with the 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. Here is an example for how to use the Canny Controlnet: Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. ComfyUI provides a powerful yet intuitive way to harness Stable Diffusion through a flowchart interface. Path` object, the constructor will read the contents of the file right away # The default is `"null"`, i. Users have the ability to assemble a workflow for image generation by linking various blocks, referred to as nodes. Table of contents. Open the YAML file in a code or text editor Jan 15, 2024 · 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. SD3 Controlnets by InstantX are also supported. json workflow file from the C:\Downloads\ComfyUI\workflows folder. By the end of this article, you will have a fully functioning text to image workflow in ComfyUI built entirely from scratch. 3. Upscaling ComfyUI workflow. You can Load these images in ComfyUI to get the full workflow. ComfyUI Examples Installing ComfyUI Features Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. 1. ComfyUI is usualy on the cutting edge of new stuff. ControlNet Depth ComfyUI workflow. The example below executed the prompt and displayed an output using those 3 LoRA's. I will make only Simple workflow for using the new Stable Video Diffusion model in ComfyUI for image to video generation. Load default graph: Alt + + Canvas Zoom in: ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. You can then load or drag the following image in ComfyUI to get the workflow: Reset Workflow: Click Load Default in the menu if you need a fresh start; Explore ComfyUI's default startup workflow (click for full-size view) Optimizing Your Workflow: Quick Preview Setup. A workflow to generate pictures of people and optionally upscale them x4, with the default settings adjusted to obtain good results fast. Fully supports SD1. Aug 26, 2024 · When launch a RunComfy Large-Sized or Above Machine: Opt for a large checkpoint flux-dev, default and a high clip t5_xxl_fp16. The most basic way of using the image to video model is by giving it an init image like in the following workflow that uses the 14 Img2Img Examples. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. This should update and may ask you the click restart. Welcome to the unofficial ComfyUI subreddit. Note that --force-fp16 will only work if you installed the latest pytorch nightly. Reload to refresh your session. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. I found it very helpful. Swagger Docs: The server hosts swagger docs at /docs, which can be used to interact with the API. py --force-fp16. Support; /* then elsewhere, read it (with a default value just Detect an interrupted workflow. 6 and 1. All the images in this page 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. Achieves high FPS using frame interpolation (w/ RIFE). ComfyUI Basic Tutorials. Comfy Workflows Comfy Workflows. SD3 performs very well with the negative conditioning zeroed out like in the following example: SD3 Controlnet. Start with the default workflow. Follow the ComfyUI manual installation instructions for Windows and Linux. A comprehensive collection of ComfyUI knowledge, including ComfyUI installation and usage, ComfyUI Examples, Custom Nodes, Workflows, and ComfyUI Q&A. You can load this image in ComfyUI to get the full workflow. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. The default workflow is a simple text-to-image flow using Stable Diffusion 1. Flux. Then press “Queue Prompt” once and start writing your prompt. Before running your first generation, let's modify the workflow for easier image previewing: Remove the Save Image node (right-click and select Remove) Click Load Default button to use the default workflow. EZ way, kust download this one and run like another checkpoint ;) https://civitai. SDXL Config ComfyUI Fast Generation 🔗 The workflow integrates with ComfyUI's custom nodes and various tools like image conditioners, logic switches, and upscalers for a streamlined image generation process. Below is the simplest way you can use ComfyUI. com/comfyanonymous/ComfyUI. As an example in my workflow, I am using the Neon Cyberpunk LoRA (available here). Mixing ControlNets My actual workflow file is a little messed up at the moment, I don't like sharing workflow files that people can't understand; my process is a bit particular to my needs and the whole power of ComfyUI is for you to create something that fits your needs. ComfyUI Workflow Examples; Apr 30, 2024 · Step 1: Loading the Default ComfyUI Workflow. SDXL Examples. Please keep posted images SFW. Jul 23, 2024 · Feature Idea. Sep 7, 2024 · Hypernetwork Examples. SDXL Default ComfyUI workflow. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. These nodes include common operations such as loading a model, inputting prompts, defining samplers and more. These are examples demonstrating how to use Loras. yaml. Create animations with AnimateDiff. Let's embark on a journey through fundamental workflow examples. ComfyUI Workflows: Your Ultimate Guide to Fluid Image Generation. The denoise controls the amount of noise added to the image. Launch ComfyUI by running python main. SD3 Default Workflow SD3 Model Download Jan 8, 2024 · The optimal approach for mastering ComfyUI is by exploring practical examples. By examining key examples, you'll gradually grasp the process of crafting your unique workflows. This repo contains examples of what is achievable with ComfyUI. 1 ComfyUI install guidance, workflow and example. . This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. Feb 24, 2024 · The default ComfyUI workflow doesn’t have a node for loading LORA models. Diverse Options: A myriad of workflows from the ComfyUI official repository are at your fingertips. How to update. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. x, 2. Img2Img ComfyUI workflow. Jul 6, 2024 · We will walk through a simple example of using ComfyUI, introduce some concepts, and gradually move on to more complicated workflows. It’s one that shows how to use the basic features of ComfyUI. For more details, visit: What is the ComfyUI FLUX Img2Img? The ComfyUI FLUX Img2Img workflow allows you to transform existing images using textual prompts. 4. 🧩 Seth emphasizes the importance of matching the image aspect ratio when using images as references and the option to use different aspect ratios for image-to-image Jun 23, 2024 · For example, errors may occur when generating hands, and serious distortions can occur when generating full-body characters. 2. use default setting to generate the first image. However, please note: You can then load or drag the following image in ComfyUI to get the workflow: Flux Schnell. In the Load Checkpoint node, select the checkpoint file you just downloaded. If you have another Stable Diffusion UI you might be able to reuse the dependencies. I was not satisfied with the color of the character's hair, so I used ComfyUI to regenerate the character with red hair based on the original image. A collection of simple but powerful ComfyUI workflows for Stable Diffusion with curated default settings. 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. Features. Some workflows alternatively require you to git clone the repository to your ComfyUI/custom_nodes folder, and restart ComfyUI. example to extra_model_paths. You should be in the default workflow . Link models With WebUI. Flux Schnell is a distilled 4 step model. These are examples demonstrating how to do img2img. A Examples of what is achievable with ComfyUI open in new window. In this guide, we are aiming to collect a list of 10 cool ComfyUI workflows that you can simply download and try out for yourself. The recommended strength is between 0. Workflows: SDXL Default workflow (A great starting point for using txt2img with SDXL) View Now See full list on github. Check ComfyUI here: https://github. To load a workflow, simply click the Load button on the right sidebar, and select the workflow . Using SDXL 1. Always refresh your browser and click refresh in the ComfyUI window after adding models or custom_nodes. comfyanonymous/ComfyUI. Using multiple LoRA's in ComfyUI LoRA Stack. By applying the IP-Adapter to the FLUX UNET, the workflow enables the generation of outputs that capture the desired characteristics and style specified in the text conditioning. Lora Examples. x, SD2. Installing ComfyUI. starter-person. ComfyUI Examples. Sep 2, 2024 · Key components of the workflow. Dec 10, 2023 · Introduction to comfyUI. Here is a workflow for using it: Example. Load the . I import other's workflow. Once loaded go into the ComfyUI Manager and click Install Missing Custom Nodes. You can find these nodes in: advanced->model_merging. Examples of ComfyUI workflows. 6 min read. Click Queue Prompt and watch your image generated. Jul 5, 2024 · You signed in with another tab or window. I then recommend enabling Extra Options -> Auto Queue in the interface. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. e. Sep 7, 2024 · Img2Img Examples. 0 seed: 640271075062843 Sep 21, 2023 · If user presses CTRL+D in comfyui, it will default to this workflow as well # You can also pass a `pathlib. 0, . safetensors. It was one of the earliest to add support for turbo, for example. You can find the Flux Schnell diffusion model weights here this file should go in your: ComfyUI/models/unet/ folder. json. Merging 2 Images together. 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. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. It covers the following topics: Dec 4, 2023 · It might seem daunting at first, but you actually don't need to fully learn how these are connected. You switched accounts on another tab or window. You signed out in another tab or window. You can find the InstantX Canny model file here (rename to instantx_flux_canny. Hypernetworks are patches applied on the main MODEL so to use them put them in the models/hypernetworks directory and use the Hypernetwork Loader node like this: ComfyUI . Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now I’m using the princess Zelda LoRA, hand pose LoRA and snow effect LoRA. I then recommend enabling Extra Options -> Auto XLab and InstantX + Shakker Labs have released Controlnets for Flux. Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. By default, there is no stack node in ComfyUI. json file or make my own workflow, but it can't be set as default workflow . Dec 19, 2023 · Here's a list of example workflows in the official ComfyUI repo. 5 models and SDXL models that don’t need a refiner. Text to Image: Build Your First Workflow. The way ComfyUI is built up, every image or video saves the workflow in the metadata, which means that once an image has been generated with ComfyUI, you can simply drag and drop it to get that complete workflow. 5. What Makes ComfyUI Workflows Stand Out? Flexibility: With ComfyUI, swapping between workflows is a breeze. ComfyUI can run locally on your computer, as well as on GPUs in the cloud. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Basic Vid2Vid 1 ControlNet - This is the basic Vid2Vid workflow updated with the new nodes. This guide is about how to setup ComfyUI on your Windows computer to run Flux. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. You signed in with another tab or window. safetensors, stable_cascade_inpainting. Stateless API: The server is stateless, and can be scaled horizontally to handle more requests. This first example is a basic example of a simple merge between two different checkpoints. Let's see the example of the default ComfyUI workflow to understand better the components: The components of the workflow can be grouped in the following categories: Input modules: This is the starting point of any workflow. What is ComfyUI? ComfyUI serves as a node-based graphical user interface for Stable Diffusion. cwbxp tnbm iuqb anm syx zasxw jrldfceo htn nvyni ucfqo