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    • Comfyui controlnet workflow github.

  • Comfyui controlnet workflow github All models will be downloaded to comfy_controlnet_preprocessors/ckpts. IPAdapter plugin: ComfyUI_IPAdapter_plus. 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. And i will train a SDXL controlnet lllite for it. The ControlNet is tested only on the Flux 1. Run controlnet with flux. json format. 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. 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. 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. These nodes allow you to use the FLUX. You also needs a controlnet, place it in the ComfyUI controlnet directory. For demanding projects that require top-notch results, this workflow is your go-to option. That may be the "low_quality" option, because they don't have a picture for that. Alternatively, you could also utilize other The workflow provided above uses ComfyUI Segment Anything to generate the image mask. . They probably changed their mind on how to name this option, hence the incorrect naming, in that section. ai FLUX. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. ↑ 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. Use Anyline as ControlNet instead of ControlNet sd1. Maintained by Fannovel16. Apr 11, 2024 · Why is reference controlnet not supported in ControlNet? I added ReferenceCN support a couple weeks ago. It's working. 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. Replace your image's background with the newly generated backgrounds and composite the primary subject/object onto your images. 1 models directly within your 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. Contribute to Fannovel16/comfyui_controlnet_aux development by creating an account on GitHub. Apr 1, 2023 · The total disk's free space needed if all models are downloaded is ~1. Try an example Canny Controlnet workflow by dragging in this image into ComfyUI. 1 DEV + SCHNELL 双工作流. Select the Nunchaku Workflow: Choose one of the Nunchaku workflows (workflows that start with nunchaku-) to get started. 1. Workflow can be downloaded from here. However, as soon as I add an 18M Lora to the workflow, the VRAM immediately explodes. 29 First code commit released. , 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. 0 and so on. compile to enhance the model performance by compiling model into more efficient intermediate representations (IRs). Image Variations Apr 7, 2025 · Expected Behavior I am testing this workflow from ArcaneAiAlchemy to play with the POSE CONTROL NET with flux. Workflow included. 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. Sep 7, 2024 · @comfyanonymous You forgot the noise option. !!!Strength and prompt senstive, be care for your prompt and try 0. 2. pth (hed): 56. Nov 13, 2023 · I separated the GPU part of the code and added a separate animalpose preprocesser. Find priors for text and images. This suggestion is invalid because no changes were made to the code. Contribute to 4kk11/MyWorkflows_ComfyUI development by creating an account on GitHub. MistoLine is an SDXL-ControlNet model that can adapt to any type of line art input, demonstrating high accuracy and excellent stability. 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. 20240802. 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. Use depth hint computed by a separate node. ComfyUI's ControlNet Auxiliary Preprocessors. Nodes provide options to combine prior and decoder models of Kandinsky 2. 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. 1. yaml. For example: ControlNet plugin: ComfyUI_ControlNet. Not recommended to combine more than two. 🔹 For Face Combine to predict your future children: Try file face_combine. DensePose Estimation DensePose estimation is performed using ComfyUI's ControlNet Auxiliary Preprocessors . - 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. XNView a great, light-weight and impressively capable file viewer. This repository contains a workflow to test different style transfer methods using Stable Diffusion. To install any missing nodes, use the ComfyUI Manager available here. /output easier. 1 Canny. Here is a basic text to image workflow: Image to Image. 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. 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. 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. 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. - atdigit/ComfyUI_AI_Recolor Dec 23, 2023 · Custom nodes for SDXL and SD1. 1 The paper is post on arxiv!. Saved searches Use saved searches to filter your results more quickly Aug 10, 2023 · Depth and ZOE depth are named the same. Jun 12, 2023 · Custom nodes for SDXL and SD1. 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. If you need an example input image for the canny, use this . 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. ControlNet-LLLite is an experimental implementation, so there may be some problems. Sep 2, 2024 · I'm experiencing the same issue. Note you won't see this file until you clone ComfyUI: \cog-ultimate-sd-upscale\ComfyUI\extra_model_paths. 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. Oct 30, 2024 · Apply Flux ControlNet Output Parameters: controlnet_condition. 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. Contribute to GiusTex/ComfyUI-DiffusersImageOutpaint development by creating an account on GitHub. 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. Remember at the moment this is only for SDXL. You signed in with another tab or window. Run ComfyUI: To start ComfyUI, navigate to its root directory and run python main. py \ --prompt " A beautiful woman with white hair and light freckles, her neck area bare and visible " \ --image input_hed1. bat you can run to install to portable if detected. 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. A collection of ComfyUI Worflows in . Contribute to aimpowerment/comfyui-workflows development by creating an account on GitHub. You can specify the strength of the effect with strength. This ComfyUI nodes setup allows you to change the color style of graphic design based on a text prompts using Stable Diffusion custom models. OpenPose SDXL: OpenPose ControlNet for SDXL. (Note that the model is called ip_adapter as it is based on the IPAdapter). json in workflows. Simply download the PNG files and drag them into ComfyUI. 12. Returns the angle (in degrees) by which the image must be rotated counterclockwise to align the face. !!!Please update the ComfyUI-suite for fixed the tensor mismatch promblem. 1 ControlNets Beta Was this translation helpful? Give feedback. Sep 22, 2024 · Latest ComfyUI and ComfyUI-Advanced-ControlNet. Models located in ComfyUI\models\controlnet will be detected by ComfyUI and can be loaded through this node. NB, I use Flux-Dev NF4. ControlNet preprocessors are available through comfyui_controlnet_aux You can load these images in ComfyUI to get the full workflow. Contribute to jakechai/ComfyUI-JakeUpgrade development by creating an account on GitHub. Reload to refresh your session. You signed out in another tab or window. Add this suggestion to a batch that can be applied as a single commit. But it still requires --reserve-vram 1. 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. These are some ComfyUI workflows that I'm playing and experimenting with. Apr 14, 2025 · The main model can be downloaded from HuggingFace and should be placed into the ComfyUI/models/instantid directory. 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. It makes local repainting work easier and more efficient with intelligent cropping and merging functions. 新增 HUNYUAN VIDEO 1. Contribute to TheDenk/cogvideox-controlnet development by creating an account on GitHub. !!!please donot use AUTO cfg for our ksampler, it will have a very bad result. The workflow is based on ComfyUI, which is a user-friendly interface for running Stable Diffusion models. It works very well with SDXL Turbo/Lighting, EcomXL-Inpainting-ControlNet and EcomXL-Softedge-ControlNet. Also has favorite folders to make moving and sortintg images from . Understand the principles of ControlNet and follow along with practical examples, including how to use sketches to control image output. Dependent Models: ControlNet models (e. A general purpose ComfyUI workflow for common use cases. Deforum ComfyUI Nodes - ai animation node package - GitHub - XmYx/deforum-comfy-nodes: Deforum ComfyUI Nodes - ai animation node package. All the weights can be found in Kandinsky Oct 30, 2024 · Apply Flux ControlNet Output Parameters: controlnet_condition. 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. 7 The preprocessor and the finetuned model have been ported to ComfyUI 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. You switched accounts on another tab or window. Here’s an example of how to do basic image to image by encoding the image and passing it to Stage C. - 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. 🔹 For sim_stage1: Try file sim_stages1. Feature EasyControl ControlNet (Traditional Representative) Base Architecture: Diffusion Transformer (DiT / Flux) UNet (e. This will download all models supported by the plugin directly into the specified folder with the correct version, location, and filename. 2024. 285708 Dec 8, 2024 · The Flux Union ControlNet Apply node is an all-in-one node compatible with InstanX Union Pro ControlNet. We will cover the usage of two official control models: FLUX. Jun 27, 2024 · Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. 5 is 27 seconds, while without cfg=1 it is 15 seconds. If you are using comfy-cli, simply run comfy launch. The ControlNet nodes here fully support sliding context sampling, like the one used in the ComfyUI-AnimateDiff-Evolved nodes. 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. This tutorial will guide you on how to use Flux’s official ControlNet models in ComfyUI. Combine priors with weights. 0 is no 20241220. Prepare latents only or latents based on image (see img2img workflow). - Suzie1/ComfyUI_Comfyroll_CustomNodes You can using StoryDiffusion in ComfyUI . 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. 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. 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. For better results, with Flux ControlNet Union, you can use with this extension. The workflow is designed to test different style transfer methods from a single reference The ControlNet Union is loaded the same way. Compile Model uses torch. 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. , 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. Detailed Guide to Flux ControlNet Workflow. Smart memory management: can automatically run models on GPUs with as low as 1GB vram. The official Controlnet workflow runs fine with some VRAM to spare. You can combine two ControlNet Union units and get good results. Dec 15, 2023 · SparseCtrl is now available through ComfyUI-Advanced-ControlNet. 1 Redux, not for FLUX. ComfyUI extension for ResAdapter. Pose ControlNet. The inference time with cfg=3. 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. Mar 6, 2025 · To use Compile Model node, simply add Compile Model node to your workflow after Load Diffusion Model node or TeaCache node. Spent the whole week working on it. This output includes the transformed image and the control net model, along with the specified strength. Put it under ComfyUI/input . ComfyUI Usage Tips: Using the t5xxl-FP16 and flux1-dev-fp8 models for 28-step inference, the GPU memory usage is 27GB. 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. 5 tile; This repository contains custom nodes for ComfyUI that integrate the fal. 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. LoRA plugin: ComfyUI_Comfyroll_CustomNodes. There is now a install. python3 main. It shows the workflow stored in the exif data (View→Panels→Information). And the FP8 should work the same way as the full size version. Abstract Video diffusion models has been gaining increasing attention for its ability to produce videos that are both coherent and of high fidelity. It has been tested extensively with the union controlnet type and works as intended. 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. 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. 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. Suggestions cannot be applied while the pull request is closed. 1 APIs for text-to-image and image-to-image generation. 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. My go-to workflow for most tasks. Actively maintained by AustinMroz and I. Model Introduction FLUX. 20240806. safetensors" Where do I place these files? I can't just copy them into the ComfyUI\models\controlnet folder. 🔹 For aes_stage2: Try file aes_stages2. 0 is default, 0. Apply ControlNet Node Explanation This node accepts the ControlNet model loaded by load controlnet and generates corresponding control conditions based on the input image. py. 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. This tutorial is based on and updated from the ComfyUI Flux examples. Contribute to fofr/cog-comfyui-xlabs-flux-controlnet development by creating an account on GitHub. e. If necessary, you can find and redraw people, faces, and hands, or perform functions such as resize, resample, and add noise. I would love to try "SDXL controlnet" for Animal openpose, pls let me know if you have released in public domain. Many optimizations: Only re-executes the parts of the workflow that changes between executions. 58 GB. 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. Contribute to 2kpr/ComfyUI-UltraPixel development by creating an account on GitHub. Allocation on device 0 would exceed allowed memory. 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. {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. Contribute to XLabs-AI/x-flux-comfyui development by creating an account on GitHub. A collection of my own ComfyUI workflows for working with SDXL - sepro/SDXL-ComfyUI-workflows Aug 17, 2023 · ComfyUI's ControlNet Auxiliary Preprocessors. The controlnet_condition output parameter provides the processed control net condition that can be used in subsequent image processing steps. Load sample workflow. ComfyUI: Node based workflow manager that can be used with Stable Diffusion Run controlnet with flux. Sep 27, 2024 · I just tried this myself. network-bsds500. g. Lastly,in order to use the cache folder, you must modify this file to add new search entry points. Mar 19, 2025 · Components like ControlNet, IPAdapter, and LoRA need to be installed via ComfyUI Manager or GitHub. png --control_type hed \ --repo_id XLabs-AI/flux-controlnet-hed-v3 \ --name flux-hed-controlnet-v3. Learn how to control the construction of the graph for better results in AI image generation. json in workflows Contribute to XLabs-AI/x-flux development by creating an account on GitHub. "diffusion_pytorch_model. 2, with my 8GB card, or it will slow down after a few steps. reduce flickering, drastic frame-to-frame changes). It combines advanced face swapping and generation techniques to deliver high-quality outcomes, ensuring a comprehensive solution for your needs. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. 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. 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. Simple Controlnet module for CogvideoX model. comfyui_controlnet_aux for ControlNet preprocessors not present in vanilla ComfyUI. 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. 新增 FLUX. 2023. 新增 LivePortrait Animals 1. Text to Image. Compatible with alimama's SD3-ControlNet Demo on ComfyUI - zhiselfly/ComfyUI-Alimama-ControlNet-compatible Diffusers Image Outpaint for ComfyUI. Contribute to smthemex/ComfyUI_StoryDiffusion development by creating an account on GitHub. 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. 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]. 0 工作流. 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. 1 MB May 2, 2023 · How does ControlNet 1. 1 Depth and FLUX. Add one of the Fal API Flux nodes to your workflow. The example workflow utilizes SDXL-Turbo and ControlNet-LoRA Depth models, resulting in an extremely fast generation time. 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. tvdlr sojfp wawl gwpfx yozb lhozer opjymcn ulxhr nszcqs uddi