What is comfyui

What is comfyui. x, SD2, SDXL, controlnet, but also models like Stable Video Diffusion, AnimateDiff, PhotoMaker and more. ComfyUI is a powerful and modular stable diffusion GUI with a graph/nodes interface. 右键菜单支持 text-to-text，方便对 prompt 词补全，支持云LLM或者是本地LLM。增加 MiniCPM-V 2. Add the AppInfo node The script will then automatically install all custom scripts and nodes. ComfyUI has fast, lightweight nodes but link spaghetti and you have to organize stuff properly to make best use of it. And above all, BE NICE. A lot of people are just discovering this technology, and want to show off what they created. Start creating for free! 5k credits for free. 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. 2. This will help you install the correct versions of Python and other libraries needed by ComfyUI. Simply download, extract with 7-Zip and run. . by @robinjhuang in #4621 Cleanup empty dir if frontend zip download failed by @huchenlei in #4574 In this first Part of the Comfy Academy Series I will show you the basics of the ComfyUI interface. It supports SD, SD2. Welcome to the unofficial ComfyUI subreddit. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. No credit card required Jul 21, 2023 · ComfyUI is a web UI to run Stable Diffusion and similar models. It offers unparalleled control through its node-based workflow, making it ideal for advanced users who want to fine-tune every detail of their creations. txt. 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. Latent Noise Injection: Inject latent noise into a latent image Latent Size to Number: Latent sizes in tensor width/height Restarting your ComfyUI instance on ThinkDiffusion. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI. ComfyUI https://github. You can Load these images in ComfyUI to get the full workflow. Between versions 2. Learn the basics, master the nodes, and explore the tools of fine-tuning, LoRA, and upscaling in this beginner's guide. c All VFI nodes can be accessed in category ComfyUI-Frame-Interpolation/VFI if the installation is successful and require a IMAGE containing frames (at least 2, or at least 4 for STMF-Net/FLAVR). safetensors (10. There is a portable standalone build for Windows that should work for running on Nvidia GPUs or for running on your CPU only on the releases page. 22 and 2. 10 and pytorch cu118 with xformers you can continue using the update scripts in the update folder on the old standalone to keep ComfyUI up to date. Zero wastage. It allows users to construct image generation processes by connecting different blocks (nodes). The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. 3 or higher for MPS acceleration support. Windows. ComfyUI is a powerful and modular tool to design and execute advanced stable diffusion pipelines using a graph/nodes interface. Quick Start: Installing ComfyUI Jan 31, 2024 · ComfyUI is a drag and drop node based user interface. ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. AnimateDiff in ComfyUI is an amazing way to generate AI Videos. Its native modularity allowed it to swiftly support the radical architectural change Stability introduced with SDXL’s dual-model generation. ComfyUI is an easy-to-use interface builder that allows anyone to create, prototype and test web interfaces right from their browser. Originally created by Comfyanonymous in early Jan 28, 2024 · A: In ComfyUI methods, like 'concat,' 'combine,' and 'time step conditioning,' help shape and enhance the image creation process using cues and settings. You can create your own workflows but it’s not necessary since there are already so many good ComfyUI workflows out there. com/comfyanonymous/ComfyUIDownload a model https://civitai. Please share your tips, tricks, and workflows for using this software to create your AI art. It allows users to design and execute advanced stable diffusion pipelines with a flowchart-based interface. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like this: You can apply multiple Loras by chaining multiple LoraLoader nodes like this: Oct 8, 2023 · If you are happy with python 3. Running with int4 version would use lower GPU memory (about 7GB). 1 ComfyUI install guidance, workflow and example. Provides embedding and custom word autocomplete. This guide is designed to help you quickly get started with ComfyUI, run your first image generation, and explore advanced features. This means you can connect many different blocks together to achieve your desired result. (early and not Jul 13, 2023 · Today we cover the basics on how to use ComfyUI to create AI Art using stable diffusion models. Run ComfyUI in the Cloud Share, Run and Deploy ComfyUI workflows in the cloud. x and offers many optimizations, such as re-executing only parts of the workflow that change between executions. Introduction. By facilitating the design and execution of sophisticated stable diffusion pipelines, it presents users with a flowchart-centric approach. In the Load Checkpoint node, select the checkpoint file you just downloaded. Jan 8, 2024 · ComfyUI is a node-based graphical user interface (GUI) for Stable Diffusion, designed to facilitate image generation workflows. Set up the ComfyUI prerequisites. 6. safetensors file in your: ComfyUI/models/unet/ folder. This could also be thought of as the maximum batch size. Refresh the ComfyUI. Choose whichever bugs you less Feb 28, 2024 · What is ComfyUI? Traversing the dichotomy between ComfyUI and the more mainstream AUTOMATIC1111, it becomes clear why one might lean towards the former. This node based editor is an ideal workflow tool to leave ho Feb 23, 2024 · ComfyUI should automatically start on your browser. Apr 22, 2024 · ComfyUI is a web-based Stable Diffusion interface optimized for workflow customization. Images can be generated by inputting a detailed description of what the user wants in the picture. The disadvantage is it looks much more complicated than its alternatives. Today, we will delve into the features of SD3 and how to utilize it within ComfyUI. 6 int4 This is the int4 quantized version of MiniCPM-V 2. Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI , a powerful and modular stable diffusion GUI and backend. Support multiple web app switching. You can view embedding details by clicking on the info icon on the list Put the flux1-dev. One interesting thing about ComfyUI is that it shows exactly what is happening. Why ComfyUI? TODO. yaml (if you have one) to your new Jan 15, 2024 · ComfyUI, once an underdog due to its intimidating complexity, spiked in usage after the public release of Stable Diffusion XL (SDXL). Search the Efficient Loader and KSampler (Efficient) node in the list and add it to the empty workflow. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. ComfyUI shines with its lightweight, flexible, and transparent approach, pushing nodes and data flows to the forefront, hence streamlining the sharing of reproducible workflows. Both are terrible in some ways, brilliant in others. In this Guide I will try to help you with starting out using this and give you some starting workflows to work with. It supports various diffusion models, optimizations, features and workflows, and works offline or online. Flux Schnell is a distilled 4 step model. To update ComfyUI, double-click to run the file ComfyUI_windows_portable > update > update_comfyui. 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. Feb 28, 2024 · ComfyUI is a lightweight, flexible, and transparent GUI that lets you create and customize text-to-image, image-to-image, and SDXL workflows with Stable Diffusion. Flux. Please keep posted images SFW. These nodes include common operations such as loading a model, inputting prompts, defining samplers and more. Download ComfyUI SDXL Workflow. For more details, you could follow ComfyUI repo. Here is a basic workflow: All the same parts are there as in Automatic1111, ComfyUI: An extremely powerful Stable Diffusion GUI with a graph/nodes interface for advanced users that gives you precise control over the diffusion process without coding anything now supports ControlNets ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Not to mention the documentation and videos tutorials. You can use it to connect up models, prompts, and other nodes to create your own unique workflow. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. bat. ComfyUI is a community-written tool for creating and editing images with stable diffusion, a type of generative adversarial network. Instead of building a workflow from scratch, we’ll be using a pre-built workflow designed for running SDXL in ComfyUI. Options are similar to Load Video. - ltdrdata/ComfyUI-Manager ComfyUI Examples. Apr 27, 2024 · ComfyUI is a powerful node-based user interface built on top of litegraph and designed specifically for interfacing with Stable Diffusion models. safetensors (5. Belittling their efforts will get you banned. 40 by @huchenlei in #4691 Add download_path for model downloading progress report. The most powerful and modular stable diffusion GUI and backend. 21, there is partial compatibility loss regarding the Detailer workflow. No downloads or installs are required. Learn how to get started, use pre-built packages, and contribute to the documentation. ComfyUI is a modular offline stable diffusion GUI with a graph/nodes interface. By incrementing this number by image_load_cap, you can Jan 23, 2024 · Getting Started with ComfyUI: For those new to ComfyUI, I recommend starting with the Inner Reflection guide, which offers a clear introduction to text-to-video, img2vid, ControlNets, Animatediff, and batch prompts. ComfyUI is a node-based GUI designed for Stable Diffusion. Create an environment with Conda. 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. Loads all image files from a subfolder. Users have the ability to assemble a workflow for image generation by linking various blocks, referred to as nodes. Dec 19, 2023 · ComfyUI is a powerful and configurable tool to run Stable Diffusion, a text-to-image generation model. Learn how to create stunning UI designs with ComfyUI in this introduction tutorial. Updating ComfyUI on Windows. ComfyUI breaks down the workflow into rearrangeable elements, allowing you to effortlessly create your custom workflow. This repo contains examples of what is achievable with ComfyUI. Efficient Loader node in ComfyUI KSampler(Efficient) node in ComfyUI. This is done by linking different blocks, called nodes… Install Dependencies. Jul 14, 2023 · In this ComfyUI Tutorial we'll install ComfyUI and show you how it works. Regarding STMFNet and FLAVR, if you only have two or three frames, you should use: Load Images -> Other VFI node (FILM is recommended in this case) with The SD3 checkpoints that contain text encoders: sd3_medium_incl_clips. Learn how to use ComfyUI with text-to-image, image-to-image, SDXL, inpainting, and LoRA examples. google. Feb 24, 2024 · ComfyUI is a powerful tool to create images in Stable Diffusion with full control and flexibility. It will attempt to use symlinks and junctions to prevent having to copy files and keep them up to date. Join the largest ComfyUI community. You can find the Flux Schnell diffusion model weights here this file should go in your: ComfyUI/models/unet/ folder. Dec 17, 2023 · ComfyUI is a text-to-image software. Discover the features and benefits of ComfyUI in part 1. x, and SDXL, and features an asynchronous queue system and smart optimizations for efficient image generation. 1, SDXL, controlnet, and more. It allows you to design and execute advanced stable diffusion pipelines without coding using the intuitive graph-based interface. An ComfyUI. x, SD2. Pay only for active GPU usage, not idle time. And then connect same primitive node to 5 other nodes to change them in one place instead of each node. Installing ComfyUI on Mac is a bit more involved. If you continue to use the existing workflow, errors may occur during execution. It is an alternative to Automatic1111 and SDNext. Key features include lightweight and flexible configuration, transparency in data flow, and ease of sharing reproducible workflows. Set up Pytorch. Follow the ComfyUI manual installation instructions for Windows and Linux and run ComfyUI normally as described above after everything is installed. This guide is about how to setup ComfyUI on your Windows computer to run Flux. The difference between both these checkpoints is that the first contains only 2 text encoders: CLIP-L and CLIP-G while the other one contains 3 Using ComfyUI Online. ComfyUI stands as an advanced, modular GUI engineered for stable diffusion, characterized by its intuitive graph/nodes interface. 5GB) and sd3_medium_incl_clips_t5xxlfp8. Installing ComfyUI on Mac M1/M2. Either manager and install from git, or clone this repo to custom_nodes and run: pip install -r requirements. Learn what ComfyUI is, how it works, and how to install and use it for various tasks. skip_first_images: How many images to skip. x and SD2. Q: Can components like U-Net, CLIP, and VAE be loaded separately? A: Sure with ComfyUI you can load components, like U-Net, CLIP and VAE separately. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. What are Nodes? How to find them? What is the ComfyUI Man What is ComfyUI? ComfyUI serves as a node-based graphical user interface for Stable Diffusion. Read the Apple Developer guide for accelerated PyTorch training on Mac for instructions. At the heart of ComfyUI is a node-based graph system that allows users to craft and experiment with complex image and video creation workflows in an The biggest tip for comfy - you can turn most node settings into itput buy RMB - convert to input, then connect primitive node to that input. For Windows and Linux, adhere to the ComfyUI manual installation instructions. By connecting various blocks, referred to as nodes, you can construct an image generation workflow. Update ComfyUI_frontend to 1. The only way to keep the code open and free is by sponsoring its development. 1GB) can be used like any regular checkpoint in ComfyUI. To migrate from one standalone to another you can move the ComfyUI\models, ComfyUI\custom_nodes and ComfyUI\extra_model_paths. It’s a modular framework designed to enhance the user experience and productivity when working with Stable Through ComfyUI-Impact-Subpack, you can utilize UltralyticsDetectorProvider to access various detection models. This gives users the freedom to try out Aug 11, 2024 · ComfyUI is perfect for those who love customization and don’t mind a steeper learning curve. ComfyUI supports SD1. Install. You can then load or drag the following image in ComfyUI to get the workflow: Flux Schnell. 1. The image below is the empty workflow with Efficient Loader and KSampler (Efficient) added and connected to each other Feb 7, 2024 · ComfyUI_windows_portable\ComfyUI\models\upscale_models. Additional discussion and help can be found here . Jul 6, 2024 · ComfyUI is a lightweight and flexible tool to create image generation workflows with Stable Diffusion. Additional resources include YouTube tutorials on ComfyUI basics and specialized content on iPAdapters and their applications in Share, discover, & run thousands of ComfyUI workflows. Where to Begin? What is ComfyUI. Zero setups. In this post, I will describe the base installation and all the optional ComfyUI has quickly grown to encompass more than just Stable Diffusion. Mar 21, 2024 · Inpainting with ComfyUI is a chore. Dec 4, 2023 · What is ComfyUI? ComfyUI serves as a node-based graphical user interface for Stable Diffusion. You will need MacOS 12. It covers the following topics: ComfyUI Loaders: A set of ComfyUI loaders that also output a string that contains the name of the model being loaded. Direct link to download. Jul 27, 2023 · Any current macOS version can be used to install ComfyUI on Apple Mac silicon (M1 or M2). Written by comfyanonymous and other contributors. Install Miniconda. or if you use portable (run this in ComfyUI_windows_portable -folder): Oct 11, 2023 · This is why ComfyUI is the BEST UI for Stable Diffusion#### Links from the Video ####Olivio ComfyUI Workflows: https://drive. image_load_cap: The maximum number of images which will be returned. No coding required! Welcome to the comprehensive, community-maintained documentation for ComfyUI open in new window, the cutting-edge, modular Stable Diffusion GUI and backend. Click Load Default button to use the default workflow. Jun 23, 2024 · As Stability AI's most advanced open-source model for text-to-image generation, SD3 demonstrates significant improvements in image quality, text content generation, nuanced prompt understanding, and resource efficiency. It supports SD1. ComfyUI is a simple yet powerful Stable Diffusion UI with a graph and nodes interface. Learn what ComfyUI is, how it works, how to install it, and how to use it with this comprehensive guide. com/file/d/1iUPtXtAUilKc7 Load VAE nodeLoad VAE node 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. zjuo aaer qbs yrvkw wlsvn pbn lmh viud nzb cbl