json: Text-to-image workflow for SDXL Turbo; image_to_image. safetensors open in new window Jul 11, 2023 · I need a workflow for using SDXL 0. Direct link to download. After the workflow has been setup with the Load LoRA node, click the Queue Prompt and see the output in the Save Image node. ComfyUIをインストール後、SDXLモデルを指定のフォルダに移動し、ワークフローを読み込むだけで簡単に使えます。 基本的な手順は以下4つです。 ComfyUIのインストール; SDXLモデルのダウンロード; ワークフローの読み込み; パラーメータ SDXL Turbo; For more details, you could follow ComfyUI repo. 0, and it uses the mad-cyberspace trigger word. Sep 11, 2023 · A1111では、LoRAはトリガーワードをプロンプトに追加するだけで使えましたが、ComfyUIでは使用したいLoRAの数だけノードを接続する必要があります。 LyCORIS, LoHa, LoKr, LoConなど、全てこの方法で使用できます。 SDXL Examples. Preview of my workflow – download via the link This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. With some combinations of checkpoints and loras it works, but memory usage goes from 6GB to 12GB. Download the LoRA checkpoint (sdxl_lightning_Nstep_lora. Jun 18, 2024 · Workflow Examples Single Load B-LoRA Node. 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. json file; Launch the ComfyUI Manager using the sidebar in ComfyUI; Click "Install Missing Custom Nodes" and install/update each of the missing nodes; Click "Install Models" to install any missing models SDXL Examples. The source code for this tool As always the examples directory is full of workflows for you to play with. It is based on the SDXL 0. 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: A quick note before delving into the SDXL workflows. 0 with SDXL-ControlNet: Canny Part 7: Fooocus KSampler Custom Node for ComfyUI SDXL Efficient Loader & Eff. Please share your tips, tricks, and workflows for using this software to create your AI art. But for a base to start at it'll work. Detailed guide on setting up the workspace, loading checkpoints, and conditioning clips. ControlNet Depth ComfyUI workflow. This is what the workflow looks like in ComfyUI: Aug 18, 2023 · Part 1: Stable Diffusion SDXL 1. patreon. This is precisely the ComfyUI strength and flexibility we were talking about in the introduction. 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. Explore the world of AI art with a focus on stable diffusion tools and user interfaces, guiding users through advanced AI drawing pipelines. Apr 30, 2024 · Step 5: Test and Verify LoRa Integration. 0. 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. 9 facedetailer workflow by FitCorder, but rearranged and spaced out more, with some additions such as Lora Loaders, VAE loader, 1:1 previews, Super upscale with Remacri to over 10,000x6000 in just 20 seconds with Torch2 & SDP. Otherwise use our full checkpoint for better quality. Here is an example workflow that can be dragged or loaded into ComfyUI. com/drive/folders/1GqKYuXdIUjYiC52aUVnx0c-lelGmO17l?usp=sharingStable Diffusion XL comes with a Base model / check SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. ComfyUI-B-LoRA Models Feb 22, 2024 · Saved searches Use saved searches to filter your results more quickly AP Workflow is a large, moderately complex workflow. Then press "Queue Prompt" once and start writing your prompt. Region LoRA/Region LoRA PLUS Jul 29, 2023 · You can also Save the . List of Templates. For example: 896x1152 or 1536x640 are good resolutions. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided positive text. Workflow examples can be found on the Examples page This probably isn't the completely recommended workflow though as it has POS_G and NEG_G prompt windows but none for POS_L, POS_R, NEG_L, and NEG_R which is part of SDXL's trained prompting format. Apr 30, 2024 · As an example in my workflow, I am using the Neon Cyberpunk LoRA (available here). Jan 16, 2024 · Mainly notes on operating ComfyUI and an introduction to the AnimateDiff tool. 6 and 1. There some Custom Nodes utilised so if you get an error, just install the Custom Nodes using ComfyUI Manager. Techniques for utilizing prompts to guide output precision. ControlNet and T2I-Adapter - ComfyUI workflow Examples. Stable Zero123 Stable Zero123 is a diffusion model that given an image with an object and a simple background can generate images of that object from different angles. To load the workflow at a later time, simply drag-and-drop the image onto the ComfyUI canvas! Here is the output from one sample run: Watch out for Memory Pressure! Jun 1, 2024 · SDXL Examples. Then type out a test prompt with the LoRA at the end. MiDaS and ClipDrop Depth This Control-LoRA utilizes a grayscale depth map for guided My favorite SDXL ComfyUI workflow; Recommendations for SDXL model, LoRA, upscaler ; Fantastic example prompts; FREE. Everything you need to generate amazing images! Packed full of useful features that you can enable and disable on the fly. We call these embeddings. You can Load these images in ComfyUI to get the full workflow. Tutorial 6 - upscaling. Nodes that can load & cache Checkpoint, VAE, & LoRA type models. 0, it can add more contrast through offset-noise) Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL base model: Example The important parts are to use a low cfg, use the "lcm" sampler and the "sgm_uniform" or "simple" scheduler. ComfyUI should be capable of autonomously Jul 12, 2024 · One of the most exciting releases of this week has been the LivePortrait model which was released by KwaiVGI and soon after was incorporated in a Custom Node for ComfyUI by Kijai. You can Load these images in ComfyUI open in new window to get the full workflow. safetensors, SDXL plus SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. Create animations with AnimateDiff. Windows. ControlNet Workflow. Download it from here, then follow the guide: Jan 4, 2024 · ComfyUIでSDXLを使う方法. 0 Base + Refiner models. Control LoRa Canny. The noise parameter is an experimental exploitation of the IPAdapter models. 1-Step Feb 6, 2024 · ComfyUIを立ち上げて、LoRAを導入する方法をご紹介します！そしてComfyUIでLoRAを使う方法は勿論、複数のLoRAを適用して画像を生成する方法についても解説しています。とっても簡単にLoRAを導入できますので、ぜひ本記事を参考にしてください。 These are examples demonstrating how to use Loras. Ignore the prompts and setup ComfyUI Examples. AP Workflow is pre-configured to generate images with the SDXL 1. The custom node bring with a sample workflow that can be imported into ComfyUI and you can get started with generating your own animated live character from their Save this image then load it or drag it on ComfyUI to get the workflow. safetensors and put it in your ComfyUI/models/loras directory. SDXL Default ComfyUI workflow. com/AIFuzzLet’s be Instagram frien Nov 29, 2023 · There's a basic workflow included in this repo and a few examples in the examples directory. Download it, rename it to: lcm_lora_sdxl. Version 4. You can add multiple LoRA's in a single workflow. If you don't need LoRA support, separate seeds, CLIP controls, or hires fix - you can just grab basic v1. safetensors: text-to-image workflow; Hyper-SD15-Nsteps-lora. Download workflow here: Multiple LoRAs. The recommended strength is between 0. The CLIP Text Encode nodes take the CLIP model of your checkpoint as input, take your prompts (postive and negative) as variables, perform the encoding process, and output these embeddings to the next node, the KSampler. json') Able to apply LoRA & Control Net stacks via their lora_stack and cnet_stack inputs. With identical prompts, the SDXL model occasionally resulted in image distortions. Aug 17, 2023 · This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. x model for the second pass. I use four input for each image: The project name: Used as a prefix for the generated image Feb 7, 2024 · Best ComfyUI SDXL Workflows. (cache settings found in config file 'node_settings. fp16. (you can load it into ComfyUI open in new window to get the workflow): Aug 3, 2023 · My 2-stage (base + refiner) workflows for SDXL 1. ComfyUI Examples; 2 Pass Txt2Img (Hires fix) Examples Lora Examples; You can also use them like in this workflow that uses SDXL to generate an 分享我所用到的 ComfyUI 高级工作流。. I am using a base SDXL Zavychroma as my base model then using Juggernaut Lightning to stylize the image . The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. Works fully offline: will never download anything. I talk a bunch about some of the different upscale methods and show what I think is one of the better upscale methods, I also explain how lora can be used in a comfyUI workflow. Jun 1, 2024 · Here is the link to download the official SDXL turbo checkpoint (opens in a new tab) Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. Extract the workflow zip file; Start ComfyUI by running the run_nvidia_gpu. json: Image-to-image workflow for SDXL Turbo; high_res_fix. Contribute to theboylzh/comfyui-workflow development by creating an account on GitHub. You are free to explore and experiments with different workflows to find the one that best suits May 31, 2024 · 3D Examples - ComfyUI Workflow Stable Zero123. This can be done by generating an image using the updated workflow. Save image node in ComfyUI Multiple LoRA’s. Feb 7, 2024 · はじめに：ComfyUI Workspace Managerの紹介 皆さん、こんにちは！ComfyUIって手の修正とか動画のアップスケールとか、すごい面白くて便利なワークフローとかがいっぱいあってとても面白いですよね！ ただ、ワークフローの管理とか、ワークフローをインポートした時にモデルやLoRAのインストールも We’re on a journey to advance and democratize artificial intelligence through open source and open science. 0, this one has been fixed to work in fp16 and should fix the issue with generating black images) (optional) download SDXL Offset Noise LoRA (50 MB) and copy it into ComfyUI/models/loras (the example lora that was released alongside SDXL 1. Introduction of refining steps for detailed and perfected images. How to install SDXL with comfyui: https://youtu Jan 6, 2024 · Introduction to a foundational SDXL workflow in ComfyUI. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. Upscaling ComfyUI workflow. There are many ComfyUI SDXL workflows and here are my top Jun 12, 2024 · The first one in the section “ComfyUI LCM-LoRA SDXL text-to-image workflow” is indeed pointing to a json file but the second one in the section “ComfyUI LCM-LoRA animateDiff prompt travel workflow” is pointing to an image, and that’s the one I’m refering to. /ComfyUI/models/loras. 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. 5 lora training sdxl lora Okay guys & gals I need your help. Although the capabilities of this tool have certain limitations, it's still quite interesting to see images come to life. This is a comprehensive tutorial on the ControlNet Installation and Graph Workflow for ComfyUI in Stable DIffusion. This is how the following image was generated. Fully supports SD1. 2023/12/28: Added support for FaceID Plus models. Loader SDXL. safetensors: text-to-image workflow; Hyper-SDXL-1step-Unet-Comfyui. 5 models will not work with SDXL. This is my current SDXL 1. Aug 20, 2023 · Part 1: Stable Diffusion SDXL 1. Jun 12, 2023 · Custom nodes for SDXL and SD1. Install. Dec 19, 2023 · ComfyUI won't take as much time to set up as you might expect. They will produce poor colors and image quality. Contains multi-model / multi-LoRA support, Ultimate SD Upscaling, Segment Anything, and Face Detailer. . For webui 1111 write in the prompt <lora:sd_xl_turbo_lora_v1:1> 3-Sampling method on webui 1111: LCM (install animatediff extension if you don't see it in sampling list) Sampling method on ComfyUI: all, with the workflow of November 30, 2023. 0 Part 5: Scale and Composite Latents with SDXL Part 6: SDXL 1. txt: Required Python packages Jul 29, 2023 · In this quick episode we do a simple workflow where we upload an image into our SDXL graph inside of ComfyUI and add additional noise to produce an altered i This custom node lets you train LoRA directly in ComfyUI! By default, it saves directly in your ComfyUI lora folder. 0 workflow. 9 safetensors + LoRA workflow + refiner The text was updated successfully, but these errors were encountered: All reactions (instead of using the VAE that's embedded in SDXL 1. ip-adapter-faceid_sd15_lora. Prepare your own base model. This VAE is used for all of the examples in this article. Works with bare ComfyUI (no custom nodes needed). SDXL Workflow for ComfyUI with Multi-ControlNet Download our ComfyUI full workflow. Share, discover, & run thousands of ComfyUI workflows. safetensors and place it in the folder stable-diffusion-webui\models\VAE. The Big Book of Prompts: Lost Worlds [Midjourney V5] Comfyui Usage Hyper-SDXL-Nsteps-lora. Mar 3, 2024 · This workflow is just something fun I put together while testing SDXL models and LoRAs that made some cool picture so I am sharing it here. Check the updated workflows in the example directory! Remember to refresh the browser ComfyUI page to clear up the local cache. Support for Controlnet and Revision, up to 5 can be applied together Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. A collection of SDXL workflow templates for use with Comfy UI - Suzie1/Comfyroll-SDXL-Workflow-Templates Aug 22, 2023 · Control LoRA Depth. Here is an example of the Depth model in action and producing images with similar depth, in this case I used the default prompt. 7GB ControlNet models down to ~738MB Control-LoRA models) and experimental; Rank 128 files (reducing to model down to ~377MB) Each Control-LoRA has been trained on a diverse range of image concepts and aspect ratios. json workflow, but even if you don’t, ComfyUI will embed the workflow into the output image. text_to_image. These are examples demonstrating the ConditioningSetArea node. 6". However, in handling long text prompts, SD3 demonstrated better understanding. py: Gradio app for simplified SDXL Turbo UI; requirements. Simply download, extract with 7-Zip and run. 9, I run into issues. Yes, you heard it right. I look one of my earlier images created using SDXL as well and feed that as the input to get similarly composed results. Highly optimized processing pipeline, now up to 20% faster than in older workflow versions. You can use more steps to increase the quality. 0 with ComfyUI Part 2: SDXL with Offset Example LoRA in ComfyUI for Windows Part 3: CLIPSeg with SDXL in ComfyUI Part 4: Two Text Prompts (Text Encoders) in SDXL 1. In this guide, I'll use the popular Sytan SDXL workflow and provide a couple of other recommendations. safetensors; ip-adapter-faceid-plusv2_sd15_lora. Sadly, I can't do anything about it for now. Advanced sampling and decoding methods for precise results. Come with positive and negative prompt text boxes. 4-CFG Scale: from 1 Aug 6, 2023 · SDXL 專用的 Negative prompt ComfyUI SDXL 1. 8 . Jun 30, 2023 · My research organization received access to SDXL. You'll notice that there are many ways to work with SDXL and we are going to explore only a few. 0? A complete re-write of the custom node extension and the SDXL workflow. Feb 21, 2024 · I share my workflow for the new model SDXL Lightning### Join and Support me ###Support me on Patreon: https://www. Here are some sample photos we made using the prompt "a wizard with a colorful robe and staff, A red haired man with freckles dressed up as Merlin lora:Example-Session:. In this example, a single B-LoRA model is used to apply both style and content to an image. Jul 14, 2024 · 2-Download this LoRA, use my workflow for ComfyUI or any workflow with LoRA loader. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. Table of contents. safetensors) to /ComfyUI/models/loras; Download our ComfyUI LoRA workflow. Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Jun 23, 2024 · When I used SD3 and SDXL models with the same parameters and prompts to generate images, there wasn't a significant difference in the final results. Config file to set the search paths for models. 0 with SDXL-ControlNet: Canny Part 7: Fooocus KSampler Custom Node for ComfyUI SDXL You will need the included LoRA, place it in ComfyUI/loras folder like usual, it's converted from the original diffusers one (that won't work in Comfy as it is) Example workflow is in the examples folder: Examples Feb 25, 2024 · The video focuses on my SDXL workflow, which consists of two steps, A base step and a refinement step. Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL base model: Jun 1, 2024 · Ideally, it would happen before the proper image generation, but the means to control that are not yet implemented in ComfyUI, so sometimes it's the last thing the workflow does. Those include inconsistent perspective, jarring blending between areas and inability to generate characters interacting with each other in any way. 0 設定. Comfy Workflows Comfy Workflows. This image contain 4 different areas: night, evening, day, morning. I was fascinated by this video of Harvard showing how bacteria evolve rapidly after each generation, adapting to environments 1000 times more toxic with ease (watch it here - only 2 minutes) Aug 12, 2023 · Last update 08-12-2023 本記事について 概要 ComfyUIはStable Diffusionモデルから画像を生成する、Webブラウザベースのツールです。最近ではSDXLモデルでの生成速度の早さ、消費VRAM量の少なさ（1304x768の生成時で6GB程度）から注目を浴びています。 本記事では手動でインストールを行い、SDXLモデルで画像 Apr 22, 2024 · SDXL ComfyUI ULTIMATE Workflow. SDXL Workflow for ComfyUI with Multi-ControlNet Aug 7, 2023 · Link to my workflows: https://drive. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). All of those issues are solved using the OpenPose controlnet Otherwise you have to load them manually, be careful each FaceID model has to be paired with its own specific LoRA. Nov 13, 2023 · The images in the examples folder have been updated to embed the v4. bat file; Click "Load" in ComfyUI and select the SDXL-ULTIMATE-WORKFLOW. 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. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. 0 is an all new workflow built from scratch! Rank 256 files (reducing the original 4. Important: this update breaks the previous implementation of FaceID. Aug 8, 2023 · 執筆時点ではStable Diffusion web UIのほうはrefinerモデルにまだ完全に対応していないのですが、ComfyUIは既にSDXLに対応済みで簡単にrefinerモデルを使うことができます。 動作が速い. - Suzie1/ComfyUI_Comfyroll_CustomNodes Welcome to the unofficial ComfyUI subreddit. google. 1 workflow. Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL base model: A good way of using unCLIP checkpoints is to use them for the first pass of a 2 pass workflow and then switch to a 1. Tutorial 7 - Lora Usage Selecting your LoRA in the Load LoRA node in ComfyUI. Merging 2 Images together. 0 Workflow. In this example, one B-LoRA model is used for style and another for content, allowing for more complex and customized results. ComfyUI seems to work with the stable-diffusion-xl-base-0. Aug 23, 2023 · In This video you shall learn how you can add and apply LORA nodes in comfyui and apply lora models with ease. 左上角的 Prompt Group 內有 Prompt 及 Negative Prompt 是 String Node，再分別連到 Base 及 Refiner 的 Sampler。 左邊中間的 Image Size 就是用來設定圖片大小， 1024 x 1024 就是對了。 左下角的 Checkpoint 分別是 SDXL base， SDXL Refiner 及 Vae。 For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in multiple JSON files. safetensors open in new window, stable_cascade_inpainting. safetensors: text-to-image workflow Both are quick and dirty tutorials without tooo much rambling, no workflows included because of how basic they are. Please keep posted images SFW. What's new in v4. Download the SDXL VAE called sdxl_vae. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. Workflow examples can be found on the Examples page Dec 19, 2023 · The CLIP model is used to convert text into a format that the Unet can understand (a numeric representation of the text). json: High-res fix workflow to upscale SDXL Turbo images; app. Please try SDXL Workflow Templates if you are new to ComfyUI or SDXL. A good place to start if you have no idea how any of this works . x, SD2. comfyui workflow sd1. This workflow also contains 2 up scaler workflows. It can be used with any SDXL checkpoint model. x, SDXL and Stable Video Diffusion; SDXL Turbo is a SDXL model that can generate consistent images in a single step. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now Nov 11, 2023 · ComfyUI applied SDXL LoRAs or LCM LoRA fine before 4a8a839, but after that it shows message below during generation. Some more use-related details are explained in the workflow itself. As I mentioned above, creating your own SDXL workflow for ComfyUI from scratch isn’t always the best idea. Stable Zero123 is a diffusion model that given an image with an object and a simple background can generate images of that object from different angles. The LCM SDXL lora can be downloaded from here (opens in a new tab) Download it, rename it to: lcm_lora_sdxl. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. 9 fine, but when I try to add in the stable-diffusion-xl-refiner-0. This repo contains examples of what is achievable with ComfyUI. Then, select our newly trained LoRA ("Example-Session" if the session name was unchanged). 2-Step, 4-Step, 8-Step LoRA Use LoRA only if you are using non-SDXL base models. That means you just have to refresh after training (and select the LoRA) to test it! Making LoRA has never been easier! I'll link my tutorial. safetensors; ip-adapter-faceid_sdxl_lora. I then recommend enabling Extra Options -> Auto Queue in the interface. Img2Img ComfyUI workflow. In this following example the positive text prompt is zeroed out in order for the final output to follow the input image more closely. Examples. That’s because there are so many workflows for ComfyUI out there that you don’t need to go through the hassle of creating your own. It can be difficult to navigate if you are new to ComfyUI. Instead of creating a workflow from scratch, you can simply download a workflow optimized for SDXL v1. Chinese Version AnimateDiff Introduction AnimateDiff is a tool used for generating AI videos. 0 in ComfyUI, with separate prompts for text encoders. Why ComfyUI? TODO. I showcase multiple workflows for the Con Dec 10, 2023 · Once you have placed the mentioned models and “lora” into the corresponding directory in comfyUI, you can start the generation of the first video. Usually it's a good idea to lower the weight to at least 0. The template is intended for use by advanced users. Dec 5, 2023 · The workflow uses SVD + SDXL model combined with LCM LoRA which you can download (Latent Consistency Model (LCM) SDXL and LCM LoRAs) and use it to create animated GIFs or Video outputs. Separate Style and Content B-LoRA Nodes. 3つ目のメリットとして、ComfyUIは全体的に動作が速い点が挙げられます。 Aug 6, 2023 · VAEs for v1. After you're all set up, you'll be able to generate SDXL images with one click: Area Composition Examples. Perform a test run to ensure the LoRA is properly integrated into your workflow. EDIT: For example this workflow shows the use of the other prompt windows. safetensors, SDXL FaceID LoRA; ip-adapter-faceid-plusv2_sdxl_lora. The LCM SDXL lora can be downloaded from here. lgtiydwkktywyipozpiz
