Comfyui controlnet workflow github Run ComfyUI: To start ComfyUI, navigate to its root directory and run python main. Sep 7, 2024 · @comfyanonymous You forgot the noise option. 20240802. If you need an example input image for the canny, use this . It can generate high-quality images (with a short side greater than 1024px) based on user-provided line art of various types, including hand-drawn sketches Referenced the following repositories: ComfyUI_InstantID and PuLID_ComfyUI. 1 ControlNets Beta Was this translation helpful? Give feedback. That may be the "low_quality" option, because they don't have a picture for that. The ControlNet nodes here fully support sliding context sampling, like the one used in the ComfyUI-AnimateDiff-Evolved nodes. - Suzie1/ComfyUI_Comfyroll_CustomNodes You can using StoryDiffusion in ComfyUI . This will download all models supported by the plugin directly into the specified folder with the correct version, location, and filename. However, as soon as I add an 18M Lora to the workflow, the VRAM immediately explodes. There is now a install. {ComfyUI} git reset --hard controlnet_path is the weight list of comfyui My repository of json templates for the generation of comfyui stable diffusion workflow - jsemrau/comfyui-templates Many optimizations: Only re-executes the parts of the workflow that changes between executions. ComfyUI extension for ResAdapter. It shows the workflow stored in the exif data (View→Panels→Information). Understand the principles of ControlNet and follow along with practical examples, including how to use sketches to control image output. Remember at the moment this is only compatible with SDXL-based models, such as EcomXL, leosams-helloworld-xl, dreamshaper-xl, stable-diffusion-xl-base-1. and i am facing this issue where it should do this : THIS " APPLY CONTOL NET" should apply the result of the POSE cotrolNET IN The workflow you get when you click "Download Full Version Workflow" seems to be a workflow for FLUX. Custom weights allow replication of the "My prompt is more important" feature of Auto1111's sd-webui ControlNet extension via Soft Weights, and the "ControlNet is more important" feature can be granularly controlled by changing the uncond_multiplier on the same Soft Weights. ControlNet-LLLite is an experimental implementation, so there may be some problems. Add one of the Fal API Flux nodes to your workflow. Contribute to jiaxiangc/ComfyUI-ResAdapter development by creating an account on GitHub. Tested on the Depth one, with a basic workflow ( no loras ), and Flux Q4_K_S. Users can input any type of image to quickly obtain line drawings with clear edges, sufficient detail preservation, and high fidelity text, which are then used as Contribute to XLabs-AI/x-flux-comfyui development by creating an account on GitHub. Models located in ComfyUI\models\controlnet will be detected by ComfyUI and can be loaded through this node. DensePose Estimation DensePose estimation is performed using ComfyUI's ControlNet Auxiliary Preprocessors . A collection of my own ComfyUI workflows for working with SDXL - sepro/SDXL-ComfyUI-workflows Aug 17, 2023 · ComfyUI's ControlNet Auxiliary Preprocessors. !!!Strength and prompt senstive, be care for your prompt and try 0. The workflow is designed to test different style transfer methods from a single reference The ControlNet Union is loaded the same way. 5 is 27 seconds, while without cfg=1 it is 15 seconds. 🔹 For sim_stage1: Try file sim_stages1. ai FLUX. Learn how to control the construction of the graph for better results in AI image generation. - ControlNet Nodes · Suzie1/ComfyUI_Comfyroll_CustomNodes Wiki Oct 16, 2023 · 下载了zoe模型后就报出错误，其他模型预处理没问题。 I have encountered the same problem, with detailed information as follows:** ComfyUI start up time: 2023-10-19 10:47:51. If you are using comfy-cli, simply run comfy launch. 0 and so on. This is a curated collection of custom nodes for ComfyUI, designed to extend its capabilities, simplify workflows, and inspire 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. Works even if you don't have a GPU with: --cpu (slow) Contribute to XLabs-AI/x-flux-comfyui development by creating an account on GitHub. A collection of ComfyUI Worflows in . XNView a great, light-weight and impressively capable file viewer. Run controlnet with flux. Contribute to GiusTex/ComfyUI-DiffusersImageOutpaint development by creating an account on GitHub. My go-to workflow for most tasks. IPAdapter plugin: ComfyUI_IPAdapter_plus. Model Introduction FLUX. Alternatively, you could also utilize other The workflow provided above uses ComfyUI Segment Anything to generate the image mask. e. It combines advanced face swapping and generation techniques to deliver high-quality outcomes, ensuring a comprehensive solution for your needs. The input images must be put through the ReferenceCN Preprocessor, with the latents being the same size (h and w) that will be going into the KSampler. 2023. ComfyUI's ControlNet Auxiliary Preprocessors. pth (hed): 56. Not recommended to combine more than two. Add this suggestion to a batch that can be applied as a single commit. Here’s an example of how to do basic image to image by encoding the image and passing it to Stage C. Take versatile-sd as an example, it contains advanced techniques like IPadapter, ControlNet, IC light, LLM prompt generating, removing bg and excels at text-to-image generating, image blending, style transfer Anyline is a ControlNet line preprocessor that accurately extracts object edges, image details, and textual content from most images. Sep 27, 2024 · I just tried this myself. Compile Model uses torch. 1 models directly within your ComfyUI workflows. Prepare latents only or latents based on image (see img2img workflow). . Dependent Models: ControlNet models (e. ComfyUI-Yolain-Workflows 一份非常全面的 ComfyUI 工作流合集，由 @yolain 整理并开源分享，包含文生图、图生图、背景去除、重绘/扩 XNView a great, light-weight and impressively capable file viewer. ComfyUI Usage Tips: Using the t5xxl-FP16 and flux1-dev-fp8 models for 28-step inference, the GPU memory usage is 27GB. Smart memory management: can automatically run models on GPUs with as low as 1GB vram. 5 as the starting controlnet strength !!!update a new example workflow in 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. Sign up for a free GitHub account to open an issue and contact its If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. Sep 2, 2024 · I'm experiencing the same issue. reduce flickering, drastic frame-to-frame changes). It makes local repainting work easier and more efficient with intelligent cropping and merging functions. Compatible with alimama's SD3-ControlNet Demo on ComfyUI - zhiselfly/ComfyUI-Alimama-ControlNet-compatible Diffusers Image Outpaint for ComfyUI. Deforum ComfyUI Nodes - ai animation node package - GitHub - XmYx/deforum-comfy-nodes: Deforum ComfyUI Nodes - ai animation node package. This repository contains a workflow to test different style transfer methods using Stable Diffusion. Also has favorite folders to make moving and sortintg images from . other_ui: base_path: /src checkpoints: model-cache/ upscale_models: upscaler-cache/ controlnet: controlnet-cache/ Master the use of ControlNet in Stable Diffusion with this comprehensive guide. This tutorial will guide you on how to use Flux’s official ControlNet models in ComfyUI. 7 The preprocessor and the finetuned model have been ported to ComfyUI controlnet. 新增 FLUX. For better results, with Flux ControlNet Union, you can use with this extension. network-bsds500. (Note that the model is called ip_adapter as it is based on the IPAdapter). You can combine two ControlNet Union units and get good results. 20240806. 0 is default, 0. 0 工作流. Maintained by Fannovel16. Mar 6, 2025 · To use Compile Model node, simply add Compile Model node to your workflow after Load Diffusion Model node or TeaCache node. 1 APIs for text-to-image and image-to-image generation. Abstract Video diffusion models has been gaining increasing attention for its ability to produce videos that are both coherent and of high fidelity. 58 GB. 新增 HUNYUAN VIDEO 1. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. If necessary, you can find and redraw people, faces, and hands, or perform functions such as resize, resample, and add noise. Combine priors with weights. Contribute to fofr/cog-comfyui-xlabs-flux-controlnet development by creating an account on GitHub. 2024. This ComfyUI nodes setup allows you to change the color style of graphic design based on a text prompts using Stable Diffusion custom models. , Stable Diffusion) Control Mechanism ControlNet scheduling and masking nodes with sliding context support - Workflow runs · Kosinkadink/ComfyUI-Advanced-ControlNet ComfyUI-VideoHelperSuite for loading videos, combining images into videos, and doing various image/latent operations like appending, splitting, duplicating, selecting, or counting. Apr 14, 2025 · The main model can be downloaded from HuggingFace and should be placed into the ComfyUI/models/instantid directory. Reload to refresh your session. Remember at the moment this is only for SDXL. Returns the angle (in degrees) by which the image must be rotated counterclockwise to align the face. Apply ControlNet Node Explanation This node accepts the ControlNet model loaded by load controlnet and generates corresponding control conditions based on the input image. Contribute to 2kpr/ComfyUI-UltraPixel development by creating an account on GitHub. Nodes provide options to combine prior and decoder models of Kandinsky 2. Finetuned controlnet inpainting model based on sd3-medium, the inpainting model offers several advantages: Leveraging the SD3 16-channel VAE and high-resolution generation capability at 1024, the model effectively preserves the integrity of non-inpainting regions, including text. A couple of ideas to experiment with using this workflow as a base (note: in the long term, I suspect video models that are trained on actual videos to learn motion will yield better quality than stacking different techniques together with image models, so think of these as short-term experiments to squeeze as much juice as possible out of the open image models we already have): We welcome users to try our workflow and appreciate any inquiries or suggestions. These are some ComfyUI workflows that I'm playing and experimenting with. Load sample workflow. The controlnet_condition output parameter provides the processed control net condition that can be used in subsequent image processing steps. Help people learn ComfyUI through practical examples; Provide immediately reproducible workflows with complete API formats and dependencies; Each workflow is stored as a JSON file and includes all necessary configurations, making it easy to: Understand how different ComfyUI nodes work together; Learn best practices for workflow design Comfyui implementation for AnimateLCM [paper]. Configure the node If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. To install any missing nodes, use the ComfyUI Manager available here. Pose ControlNet. Jun 12, 2023 · Custom nodes for SDXL and SD1. Image Variations Apr 7, 2025 · Expected Behavior I am testing this workflow from ArcaneAiAlchemy to play with the POSE CONTROL NET with flux. Nov 13, 2023 · I separated the GPU part of the code and added a separate animalpose preprocesser. Currently supports ControlNets If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. 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. A good place to start if you have no idea how any of this works is the: ComfyUI nodes for ControlNext-SVD v2 These nodes include my wrapper for the original diffusers pipeline, as well as work in progress native ComfyUI implementation. Simply download the PNG files and drag them into ComfyUI. Select the Nunchaku Workflow: Choose one of the Nunchaku workflows (workflows that start with nunchaku-) to get started. This output includes the transformed image and the control net model, along with the specified strength. py. The workflow is based on ComfyUI, which is a user-friendly interface for running Stable Diffusion models. Find priors for text and images. 2, with my 8GB card, or it will slow down after a few steps. You also needs a controlnet, place it in the ComfyUI controlnet directory. 5 tile; This repository contains custom nodes for ComfyUI that integrate the fal. 1 Canny. Replace your image's background with the newly generated backgrounds and composite the primary subject/object onto your images. Since there can be more than one face in the image, face search is performed only in the area of the drawn mask, enlarged by the pad parameter. You signed in with another tab or window. It has been tested extensively with the union controlnet type and works as intended. compile to enhance the model performance by compiling model into more efficient intermediate representations (IRs). All models will be downloaded to comfy_controlnet_preprocessors/ckpts. OpenPose SDXL: OpenPose ControlNet for SDXL. Spent the whole week working on it. It works very well with SDXL Turbo/Lighting, EcomXL-Inpainting-ControlNet and EcomXL-Softedge-ControlNet. And the FP8 should work the same way as the full size version. Contribute to jakechai/ComfyUI-JakeUpgrade development by creating an account on GitHub. Suggestions cannot be applied while the pull request is closed. RGB and scribble are both supported, and RGB can also be used for reference purposes for normal non-AD workflows if use_motion is set to False on the Load SparseCtrl Model node. comfyui_controlnet_aux for ControlNet preprocessors not present in vanilla ComfyUI. /output easier. The inference time with cfg=3. Use depth hint computed by a separate node. MistoLine is an SDXL-ControlNet model that can adapt to any type of line art input, demonstrating high accuracy and excellent stability. Oct 30, 2024 · Apply Flux ControlNet Output Parameters: controlnet_condition. Contribute to Fannovel16/comfyui_controlnet_aux development by creating an account on GitHub. ↑ Node setup 2: Stable Diffusion with ControlNet classic Inpaint / Outpaint mode (Save kitten muzzle on winter background to your PC and then drag and drop it into your ComfyUI interface, save to your PC an then drag and drop image with white arias to Load Image Node of ControlNet inpaint group, change width and height for outpainting effect A collection of SD1. The example workflow utilizes SDXL-Turbo and ControlNet-LoRA Depth models, resulting in an extremely fast generation time. 2. - Ling-APE/ComfyUI-All-in-One-FluxDev-Workflow If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. ComfyUI: Node based workflow manager that can be used with Stable Diffusion Run controlnet with flux. However, the iterative denoising process makes it computationally intensive and time-consuming, thus Important update regarding InstantX Union Controlnet: The latest version of ComfyUI now includes native support for the InstantX/Shakkar Labs Union Controlnet Pro, which produces higher quality outputs than the alpha version this loader supports. A general purpose ComfyUI workflow for common use cases. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. The official Controlnet workflow runs fine with some VRAM to spare. json in workflows Contribute to XLabs-AI/x-flux development by creating an account on GitHub. For demanding projects that require top-notch results, this workflow is your go-to option. 1 DEV + SCHNELL 双工作流. 1 The paper is post on arxiv!. ControlNet preprocessors are available through comfyui_controlnet_aux You can load these images in ComfyUI to get the full workflow. 1 Depth and FLUX. 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. yaml. Lastly,in order to use the cache folder, you must modify this file to add new search entry points. 5 workflow templates for use with Comfy UI - Suzie1/Comfyroll-Workflow-Templates Apr 24, 2024 · Contribute to greenzorro/comfyui-workflow-upscaler development by creating an account on GitHub. Apr 11, 2024 · Why is reference controlnet not supported in ControlNet? I added ReferenceCN support a couple weeks ago. But it still requires --reserve-vram 1. Dev Welcome to the Awesome ComfyUI Custom Nodes list! The information in this list is fetched from ComfyUI Manager, ensuring you get the most up-to-date and relevant nodes. 12. LoRA plugin: ComfyUI_Comfyroll_CustomNodes. 285708 Dec 8, 2024 · The Flux Union ControlNet Apply node is an all-in-one node compatible with InstanX Union Pro ControlNet. 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. 1. Contribute to aimpowerment/comfyui-workflows development by creating an account on GitHub. You signed out in another tab or window. Apr 1, 2023 · The total disk's free space needed if all models are downloaded is ~1. Detailed Guide to Flux ControlNet Workflow. safetensors \ --use_controlnet --model_type flux-dev \ --width 1024 --height 1024 Dec 1, 2023 · Contribute to wenquanlu/HandRefiner development by creating an account on GitHub. 1 Depth [dev] Use TemporalNet as an additional ControlNet in the workflow and use the optical flow for pairs of frames as the conditioning input to try to improve temporal conistency (i. Contribute to smthemex/ComfyUI_StoryDiffusion development by creating an account on GitHub. Many optimizations: Only re-executes the parts of the workflow that changes between executions. Allocation on device 0 would exceed allowed memory. The download location does not have to be your ComfyUI installation, you can use an empty folder if you want to avoid clashes and copy models afterwards. png --control_type hed \ --repo_id XLabs-AI/flux-controlnet-hed-v3 \ --name flux-hed-controlnet-v3. py \ --prompt " A beautiful woman with white hair and light freckles, her neck area bare and visible " \ --image input_hed1. The ControlNet is tested only on the Flux 1. 29 First code commit released. Workflow can be downloaded from here. Put it under ComfyUI/input . Contribute to XLabs-AI/x-flux-comfyui development by creating an account on GitHub. Saved searches Use saved searches to filter your results more quickly Aug 10, 2023 · Depth and ZOE depth are named the same. !!!Please update the ComfyUI-suite for fixed the tensor mismatch promblem. Use Anyline as ControlNet instead of ControlNet sd1. There has been some talk and thought about implementing it in comfy, but so far the consensus was to at least wait a bit for the reference_only implementation in the cnet repo to stabilize, or have some source that clearly explains why and what they are doing. Aug 7, 2024 · Architech-Eddie changed the title Support controlnet for Flux Support ControlNet for Flux Aug 7, 2024 JorgeR81 mentioned this issue Aug 7, 2024 ComfyUI sample workflows XLabs-AI/x-flux#5 May 16, 2023 · Reference only is way more involved as it is technically not a controlnet, and would require changes to the unet code. Note you won't see this file until you clone ComfyUI: \cog-ultimate-sd-upscale\ComfyUI\extra_model_paths. 20240612 Jun 15, 2024 · Chads from InstantX (who created InstantID) has made several ControlNet for SD3-Medium, including: InstantX/SD3-Controlnet-Canny InstantX/SD3-Controlnet-Pose InstantX/SD3-Controlnet-Tile InstantX/SD3-Controlnet-Inpainting Their implement 🎉 Thanks to @comfyanonymous，ComfyUI now supports inference for Alimama inpainting ControlNet. Dec 15, 2023 · SparseCtrl is now available through ComfyUI-Advanced-ControlNet. , control_v11p_sd15_openpose, control_v11f1p_sd15_depth) need to be 👏 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. json in workflows. Works even if you don't have a GPU with: --cpu (slow) BMAB is an custom nodes of ComfyUI and has the function of post-processing the generated image according to settings. 确保ComfyUI本体和ComfyUI_IPAdapter_plus已经更新到最新版本(Make sure ComfyUI ontology and ComfyUI_IPAdapter_plus are updated to the latest version) name 'round_up' is not defined 参考: THUDM/ChatGLM2-6B#272 (comment) , 使用 pip install cpm_kernels 或者 pip install -U cpm_kernels 更新 cpm_kernels Simply drag or load a workflow image into ComfyUI! See the "troubleshooting" section if your local install is giving errors :) Version; Basic SDXL ControlNet You signed in with another tab or window. All the weights can be found in Kandinsky Oct 30, 2024 · Apply Flux ControlNet Output Parameters: controlnet_condition. Contribute to 4kk11/MyWorkflows_ComfyUI development by creating an account on GitHub. Simple Controlnet module for CogvideoX model. 🔹 For aes_stage2: Try file aes_stages2. "diffusion_pytorch_model. Jun 27, 2024 · Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. For example: ControlNet plugin: ComfyUI_ControlNet. Sep 22, 2024 · Latest ComfyUI and ComfyUI-Advanced-ControlNet. json at main · TheMistoAI/MistoLine ComfyUI InpaintEasy is a set of optimized local repainting (Inpaint) nodes that provide a simpler and more powerful local repainting workflow. 1 Redux, not for FLUX. 🔹 For Face Combine to predict your future children: Try file face_combine. I would love to try "SDXL controlnet" for Animal openpose, pls let me know if you have released in public domain. Try an example Canny Controlnet workflow by dragging in this image into ComfyUI. It's working. For the diffusers wrapper models should be downloaded automatically, for the native version you can get the unet here: If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. Here is a basic text to image workflow: Image to Image. We will cover the usage of two official control models: FLUX. om。 说明：这个工作流使用了 LCM Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. They probably changed their mind on how to name this option, hence the incorrect naming, in that section. Fannovel16/comfyui_controlnet_aux: ControlNet preprocessors Animate with starting and ending images Use LatentKeyframe and TimestampKeyframe from ComfyUI-Advanced-ControlNet to apply diffrent weights for each latent index. Mar 19, 2025 · Components like ControlNet, IPAdapter, and LoRA need to be installed via ComfyUI Manager or GitHub. 日本語版ドキュメントは後半にあります。 This is a UI for inference of ControlNet-LLLite. This tutorial is based on and updated from the ComfyUI Flux examples. You can specify the strength of the effect with strength. python3 main. Text to Image. json format. These nodes allow you to use the FLUX. Contribute to TheDenk/cogvideox-controlnet development by creating an account on GitHub. All the weights can be found in Kandinsky A Versatile and Robust SDXL-ControlNet Model for Adaptable Line Art Conditioning - MistoLine/Anyline+MistoLine_ComfyUI_workflow. This suggestion is invalid because no changes were made to the code. Feature EasyControl ControlNet (Traditional Representative) Base Architecture: Diffusion Transformer (DiT / Flux) UNet (e. 1 Inpainting work in ComfyUI? I already tried several variations of puttin a b/w mask into image-input of CN or encoding it into latent input, but nothing worked as expected. g. - atdigit/ComfyUI_AI_Recolor Dec 23, 2023 · Custom nodes for SDXL and SD1. safetensors" Where do I place these files? I can't just copy them into the ComfyUI\models\controlnet folder. And i will train a SDXL controlnet lllite for it. !!!please donot use AUTO cfg for our ksampler, it will have a very bad result. bat you can run to install to portable if detected. If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. NB, I use Flux-Dev NF4. 0 is no 20241220. You can composite two images or perform the Upscale trying it with your favorite workflow and make sure it works writing code to customise the JSON you pass to the model, for example changing seeds or prompts using the Replicate API to run the workflow ComfyUI workflow customization by Jake. 新增 LivePortrait Animals 1. AIGODLIKE-COMFYUI-TRANSLATION: 去下载: 多语言包: 🔵 常规: ComfyUI-Manager: 去下载: ComfyUI管理器: 🔵 常规: ComfyUI-Custom-Scripts: 去下载: 必备节点包 🐍: 🔵 常规: ComfyUI-Impact-Pack: 去下载: 必备增强工具1: 🔵 常规: ComfyUI-Inspire-Pack: 去下载: 必备增强工具2: 🔵 常规: was-node-suite If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. You switched accounts on another tab or window. Workflow included. Actively maintained by AustinMroz and I. 1. 1 MB May 2, 2023 · How does ControlNet 1. tstbpaafmbduscidkklnrbiwrqymobwucajxuhjwklgyrrsjo