There some Custom Nodes utilised so if you get an error, just install the Custom Nodes using ComfyUI Manager. Perform a test run to ensure the LoRA is properly integrated into your workflow. 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. If you don't need LoRA support, separate seeds, CLIP controls, or hires fix - you can just grab basic v1. I showcase multiple workflows for the Con 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. Ignore the prompts and setup SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. You can use more steps to increase the quality. It can be difficult to navigate if you are new to ComfyUI. As always the examples directory is full of workflows for you to play with. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. As I mentioned above, creating your own SDXL workflow for ComfyUI from scratch isn’t always the best idea. Windows. It is based on the SDXL 0. json: Text-to-image workflow for SDXL Turbo; image_to_image. These are examples demonstrating how to use Loras. Aug 7, 2023 · Link to my workflows: https://drive. After you're all set up, you'll be able to generate SDXL images with one click: The LCM SDXL lora can be downloaded from here (opens in a new tab) Download it, rename it to: lcm_lora_sdxl. ip-adapter-faceid_sd15_lora. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. 9 safetensors + LoRA workflow + refiner The text was updated successfully, but these errors were encountered: All reactions SDXL Examples. 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:. (cache settings found in config file 'node_settings. ComfyUI seems to work with the stable-diffusion-xl-base-0. ControlNet Workflow. This is precisely the ComfyUI strength and flexibility we were talking about in the introduction. Table of contents. Jun 1, 2024 · SDXL Examples. x, SDXL and Stable Video Diffusion; Otherwise you have to load them manually, be careful each FaceID model has to be paired with its own specific LoRA. Jan 6, 2024 · Introduction to a foundational SDXL workflow in ComfyUI. For example: 896x1152 or 1536x640 are good resolutions. Workflow examples can be found on the Examples page 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. 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。 Aug 18, 2023 · Part 1: Stable Diffusion SDXL 1. safetensors open in new window Apr 22, 2024 · SDXL ComfyUI ULTIMATE Workflow. AP Workflow is pre-configured to generate images with the SDXL 1. 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. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. py: Gradio app for simplified SDXL Turbo UI; requirements. 6 and 1. txt: Required Python packages . Then press "Queue Prompt" once and start writing your prompt. Everything you need to generate amazing images! Packed full of useful features that you can enable and disable on the fly. Loader SDXL. You are free to explore and experiments with different workflows to find the one that best suits The LCM SDXL lora can be downloaded from here. safetensors and place it in the folder stable-diffusion-webui\models\VAE. Works fully offline: will never download anything. This VAE is used for all of the examples in this article. SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in multiple JSON files. What's new in v4. 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 Nov 29, 2023 · There's a basic workflow included in this repo and a few examples in the examples directory. With some combinations of checkpoints and loras it works, but memory usage goes from 6GB to 12GB. Detailed guide on setting up the workspace, loading checkpoints, and conditioning clips. 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. Download it from here, then follow the guide: 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 Examples. In this example, a single B-LoRA model is used to apply both style and content to an image. 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. 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. 0 workflow. Merging 2 Images together. json: Image-to-image workflow for SDXL Turbo; high_res_fix. EDIT: For example this workflow shows the use of the other prompt windows. This is my current SDXL 1. Tutorial 7 - Lora Usage ComfyUI Examples. 1 workflow. Here is an example of the Depth model in action and producing images with similar depth, in this case I used the default prompt. Prepare your own base model. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. Please share your tips, tricks, and workflows for using this software to create your AI art. 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. SDXL Workflow for ComfyUI with Multi-ControlNet For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. ComfyUI-B-LoRA Models Download our ComfyUI full workflow. In this example, one B-LoRA model is used for style and another for content, allowing for more complex and customized results. You can Load these images in ComfyUI open in new window to get the full workflow. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. Version 4. 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. However, in handling long text prompts, SD3 demonstrated better understanding. Check the updated workflows in the example directory! Remember to refresh the browser ComfyUI page to clear up the local cache. SDXL Default ComfyUI workflow. 0. Some more use-related details are explained in the workflow itself. Share, discover, & run thousands of ComfyUI workflows. After the workflow has been setup with the Load LoRA node, click the Queue Prompt and see the output in the Save Image node. Contribute to theboylzh/comfyui-workflow development by creating an account on GitHub. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). There are many ComfyUI SDXL workflows and here are my top A collection of SDXL workflow templates for use with Comfy UI - Suzie1/Comfyroll-SDXL-Workflow-Templates A quick note before delving into the SDXL workflows. 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. This workflow also contains 2 up scaler workflows. AP Workflow is a large, moderately complex workflow. Create animations with AnimateDiff. Here is an example workflow that can be dragged or loaded into ComfyUI. 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: 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. Feb 21, 2024 · I share my workflow for the new model SDXL Lightning### Join and Support me ###Support me on Patreon: https://www. All of those issues are solved using the OpenPose controlnet Nov 11, 2023 · ComfyUI applied SDXL LoRAs or LCM LoRA fine before 4a8a839, but after that it shows message below during generation. Advanced sampling and decoding methods for precise results. Those include inconsistent perspective, jarring blending between areas and inability to generate characters interacting with each other in any way. 0 Part 5: Scale and Composite Latents with SDXL Part 6: SDXL 1. safetensors, SDXL plus Apr 30, 2024 · As an example in my workflow, I am using the Neon Cyberpunk LoRA (available here). Tutorial 6 - upscaling. Come with positive and negative prompt text boxes. The Big Book of Prompts: Lost Worlds [Midjourney V5] Dec 19, 2023 · ComfyUI won't take as much time to set up as you might expect. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now 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. This repo contains examples of what is achievable with ComfyUI. /ComfyUI/models/loras. Jul 11, 2023 · I need a workflow for using SDXL 0. patreon. Support for Controlnet and Revision, up to 5 can be applied together 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. Comfy Workflows Comfy Workflows. You'll notice that there are many ways to work with SDXL and we are going to explore only a few. 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. 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。 SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. Control LoRa Canny. ComfyUI should be capable of autonomously This custom node lets you train LoRA directly in ComfyUI! By default, it saves directly in your ComfyUI lora folder. Sadly, I can't do anything about it for now. Jun 18, 2024 · Workflow Examples Single Load B-LoRA Node. These are examples demonstrating the ConditioningSetArea node. 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. Why ComfyUI? TODO. Highly optimized processing pipeline, now up to 20% faster than in older workflow versions. Install. safetensors open in new window, stable_cascade_inpainting. 9, I run into issues. x model for the second pass. 4-CFG Scale: from 1 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。 Both are quick and dirty tutorials without tooo much rambling, no workflows included because of how basic they are. 0, and it uses the mad-cyberspace trigger word. 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. 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. I am using a base SDXL Zavychroma as my base model then using Juggernaut Lightning to stylize the image . 0 in ComfyUI, with separate prompts for text encoders. 0 with SDXL-ControlNet: Canny Part 7: Fooocus KSampler Custom Node for ComfyUI SDXL Jul 14, 2024 · 2-Download this LoRA, use my workflow for ComfyUI or any workflow with LoRA loader. SDXL Workflow for ComfyUI with Multi-ControlNet Area Composition Examples. A good place to start if you have no idea how any of this works We’re on a journey to advance and democratize artificial intelligence through open source and open science. 2-Step, 4-Step, 8-Step LoRA Use LoRA only if you are using non-SDXL base models. How to install SDXL with comfyui: https://youtu Jul 29, 2023 · You can also Save the . 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 Extract the workflow zip file; Start ComfyUI by running the run_nvidia_gpu. Feb 25, 2024 · The video focuses on my SDXL workflow, which consists of two steps, A base step and a refinement step. Simply download, extract with 7-Zip and run. Download workflow here: Multiple LoRAs. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. Jan 4, 2024 · ComfyUIでSDXLを使う方法. safetensors) to /ComfyUI/models/loras; Download our ComfyUI LoRA 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: All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. 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) 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 Jun 30, 2023 · My research organization received access to SDXL. 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 SDXL Examples. ControlNet Depth ComfyUI workflow. 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. Save this image then load it or drag it on ComfyUI to get the workflow. The template is intended for use by advanced users. Welcome to the unofficial ComfyUI subreddit. Works with bare ComfyUI (no custom nodes needed). json: High-res fix workflow to upscale SDXL Turbo images; app. This image contain 4 different areas: night, evening, day, morning. Download the LoRA checkpoint (sdxl_lightning_Nstep_lora. Upscaling ComfyUI workflow. Comfyui Usage Hyper-SDXL-Nsteps-lora. The recommended strength is between 0. 6". You can add multiple LoRA's in a single workflow. 0 Workflow. 0 設定. Aug 6, 2023 · VAEs for v1. This can be done by generating an image using the updated workflow. Instead of creating a workflow from scratch, you can simply download a workflow optimized for SDXL v1. Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. comfyui workflow sd1. Yes, you heard it right. safetensors: text-to-image workflow 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. Separate Style and Content B-LoRA Nodes. Contains multi-model / multi-LoRA support, Ultimate SD Upscaling, Segment Anything, and Face Detailer. List of Templates. Techniques for utilizing prompts to guide output precision. safetensors and put it in your ComfyUI/models/loras directory. safetensors; ip-adapter-faceid-plusv2_sd15_lora. 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! Efficient Loader & Eff. I then recommend enabling Extra Options -> Auto Queue in the interface. json') Able to apply LoRA & Control Net stacks via their lora_stack and cnet_stack inputs. 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. Save image node in ComfyUI Multiple LoRA’s. SDXL Turbo; For more details, you could follow ComfyUI repo. This is how the following image was generated. Usually it's a good idea to lower the weight to at least 0. com/drive/folders/1GqKYuXdIUjYiC52aUVnx0c-lelGmO17l?usp=sharingStable Diffusion XL comes with a Base model / check (instead of using the VAE that's embedded in SDXL 1. fp16. Download the SDXL VAE called sdxl_vae. This is what the workflow looks like in ComfyUI: Aug 6, 2023 · SDXL 專用的 Negative prompt ComfyUI SDXL 1. Please try SDXL Workflow Templates if you are new to ComfyUI or SDXL. In this following example the positive text prompt is zeroed out in order for the final output to follow the input image more closely. Jan 16, 2024 · Mainly notes on operating ComfyUI and an introduction to the AnimateDiff tool. 5 models will not work with SDXL. Fully supports SD1. Workflow examples can be found on the Examples page Aug 22, 2023 · Control LoRA Depth. 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. But for a base to start at it'll work. I look one of my earlier images created using SDXL as well and feed that as the input to get similarly composed results. x, SD2. Region LoRA/Region LoRA PLUS 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). 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. Important: this update breaks the previous implementation of FaceID. Direct link to download. They will produce poor colors and image quality. Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Nodes that can load & cache Checkpoint, VAE, & LoRA type models. bat file; Click "Load" in ComfyUI and select the SDXL-ULTIMATE-WORKFLOW. I use four input for each image: The project name: Used as a prefix for the generated image Feb 22, 2024 · Saved searches Use saved searches to filter your results more quickly This is a comprehensive tutorial on the ControlNet Installation and Graph Workflow for ComfyUI in Stable DIffusion. Jun 12, 2023 · Custom nodes for SDXL and SD1. 1-Step Aug 17, 2023 · This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. You can Load these images in ComfyUI to get the full 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: Explore the world of AI art with a focus on stable diffusion tools and user interfaces, guiding users through advanced AI drawing pipelines. - Suzie1/ComfyUI_Comfyroll_CustomNodes 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。 SDXL Turbo is a SDXL model that can generate consistent images in a single step. Then, select our newly trained LoRA ("Example-Session" if the session name was unchanged). 0 is an all new workflow built from scratch! 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 text_to_image. Img2Img ComfyUI workflow. 9 fine, but when I try to add in the stable-diffusion-xl-refiner-0. Aug 3, 2023 · My 2-stage (base + refiner) workflows for SDXL 1. Aug 20, 2023 · Part 1: Stable Diffusion SDXL 1. 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. 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. Chinese Version AnimateDiff Introduction AnimateDiff is a tool used for generating AI videos. 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. safetensors: text-to-image workflow; Hyper-SD15-Nsteps-lora. 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 Apr 30, 2024 · Step 5: Test and Verify LoRa Integration. 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. 5 lora training sdxl lora Okay guys & gals I need your help. 8 . 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 Nov 13, 2023 · The images in the examples folder have been updated to embed the v4. google. The noise parameter is an experimental exploitation of the IPAdapter models. Otherwise use our full checkpoint for better quality. We call these embeddings. Config file to set the search paths for models. Although the capabilities of this tool have certain limitations, it's still quite interesting to see images come to life. safetensors; ip-adapter-faceid_sdxl_lora. Selecting your LoRA in the Load LoRA node in ComfyUI. json workflow, but even if you don’t, ComfyUI will embed the workflow into the output image. With identical prompts, the SDXL model occasionally resulted in image distortions. In this guide, I'll use the popular Sytan SDXL workflow and provide a couple of other recommendations. Rank 256 files (reducing the original 4. Please keep posted images SFW. 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 My favorite SDXL ComfyUI workflow; Recommendations for SDXL model, LoRA, upscaler ; Fantastic example prompts; FREE. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. 分享我所用到的 ComfyUI 高级工作流。. com/AIFuzzLet’s be Instagram frien This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. Preview of my workflow – download via the link May 31, 2024 · 3D Examples - ComfyUI Workflow Stable Zero123. 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. safetensors: text-to-image workflow; Hyper-SDXL-1step-Unet-Comfyui. 2023/12/28: Added support for FaceID Plus models. The source code for this tool 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. 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. It can be used with any SDXL checkpoint model. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided positive text. . 0 Base + Refiner models. (you can load it into ComfyUI open in new window to get the workflow): ControlNet and T2I-Adapter - ComfyUI workflow Examples. safetensors, SDXL FaceID LoRA; ip-adapter-faceid-plusv2_sdxl_lora. 0, it can add more contrast through offset-noise) Feb 7, 2024 · Best ComfyUI SDXL Workflows. 0? A complete re-write of the custom node extension and the SDXL workflow. Download it, rename it to: lcm_lora_sdxl. Introduction of refining steps for detailed and perfected images. zr ys yz gy mw ln fx ec zb uj