Comfyui sdxl refiner workflow example

Comfyui sdxl refiner workflow example. If you use ComfyUI and the example workflow that is floading around for SDXL, you need to do 2 things to resolve it. Load sample workflow. Click "Install Missing Custom Nodes" and install/update each of the missing nodes. This SDXL ComfyUI workflow has many versions including LORA support, Face Fix, etc. stable-diffusion-web-uiでのSDXLサポートがまだ足りないようで、こちらが使われている記事などをちらほら見かけたので、試してみた Feb 25, 2024 · The second stage is based on SDXL refiner model, and uses the same prompts conditioned for the refiner model, and the output of the first stage to run 25 passes on the image starting from step 20 Aug 6, 2023 — 8 min read. 0 with new workflows and download links. ####") Close Explore thousands of workflows created by the community. So in this workflow each of them will run on your input image and you Note that in ComfyUI txt2img and img2img are the same node. But now in SDXL 1. Please verify. • 9 mo. When you define the total number of diffusion steps you want the system to perform, the workflow will automatically allocate a certain number of those steps to each model, according to the refiner_start Dec 19, 2023 · Here's a list of example workflows in the official ComfyUI repo. google. 0 is no effect. This is often my go-to workflow whenever I want to generate images in Stable Diffusion using ComfyUI. This is the input image that will be used in this example source: Here is how you use the depth T2I-Adapter: Here is how you use the Mar 20, 2024 · Don’t worry if the jargon on the nodes looks daunting. The disadvantage is it looks much more complicated than its alternatives. For SDXL I end up deciding, scaling and deciding (which allows fun things like quickly generating an image with 1. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. In this post, I will describe the base installation and all the optional Aug 17, 2023 · This workflow template is intended as a multi-purpose templates for use on a wide variety of projects. Mar 20, 2024 · Loading the “Apply ControlNet” Node in ComfyUI. It can be used with any SDXL checkpoint model. We also have some images that you can drag-n-drop into the UI to You signed in with another tab or window. Now with controlnet, hires fix and a switchable face detailer. Beta Give feedback. A good place to start if you have no idea how any of this works Jul 29, 2023 · The final image is saved in the . SDXL Lora + Refiner Workflow. 110. The LCM SDXL lora can be downloaded from here. This VAE is used for all of the examples in this article. Reply. 3 Worfklow - Complejo - Complex workflow, two passes AP Workflow 4. 9 workflow, the one that olivio sarikas video works just fine) just replace the models with 1. Some workflows alternatively require you to git clone the repository to your ComfyUI/custom_nodes folder, and restart ComfyUI. /output while the base model intermediate (noisy) output is in the . T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. Just load your image, and prompt and go. We will walk through a simple example of using ComfyUI, introduce some concepts, and gradually move on to more complicated workflows. Install the ComfyUI dependencies. com/drive/folders/1GqKYuXdIUjYiC52aUVnx0c-lelGmO17l?usp=sharingStable Diffusion XL comes with a Base model / check Share. Save the image and drop it into ComfyUI. Reload to refresh your session. ComfyUIでSDXLを試してみる. the example pictures do load a workflow, but they don't have a label or text that indicates if its version 3. 1 or not. You can also Save the . Part 3 - we will add an SDXL refiner for the full SDXL process. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. The lower the This comparison is the sample images and prompts provided by Microsoft to show off DALL-E 3 Examples provided for Dalle-3 SDXL-dpo + Refiner, Euler A: 12/15 steps then 24/30 steps. Rudy's Hobby Channel. Dec 10, 2023 · Introduction to comfyUI. This is the canvas for "nodes," which are little building blocks that do one very specific task. rhet0ric. This is an example of 16 frames - 60 steps. 1. Hi there. Jan 7, 2024 · This tutorial includes 4 Comfy UI workflows using Face Detailer. You can repeat the upscale and fix process multiple times if you wish. The InsightFace model is antelopev2 (not the classic buffalo_l). It's simple and straight to the point. The sample prompt as a test shows a really great result. You should be in the default workflow. 5 + SDXL Refiner Workflow : StableDiffusion. Workflow examples can be found on the Examples page This is the most well organised and easy to use ComfyUI Workflow I've come across so far showing difference between Preliminary, Base and Refiner setup. 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. 0 in ComfyUI, with separate prompts for text encoders. Jul 30, 2023 · Right-click the refiner’s CheckpointLoaderSimple and LoadLatent nodes one by one, and select Mode > Never to disable them. It offers convenient functionalities such as text-to-image Jan 15, 2024 · First, get ComfyUI up and running. 5 + SDXL Refiner Workflow : StableDiffusion Continuing with the car analogy, Learning ComfyUI is a bit like learning to driving with manual shift. Start ComfyUI by running the run_nvidia_gpu. 2 days ago · Example Workflows. Click "Install Models" to install any missing A complete re-write of the custom node extension and the SDXL workflow Highly optimized processing pipeline, now up to 20% faster than in older workflow versions Support for Controlnet and Revision, up to 5 can be applied together Multi-LoRA support with up to 5 LoRA's at once The creator of ComfyUI and I are working on releasing an officially endorsed SDXL workflow that uses far less steps, and gives amazing results such as the ones I am posting below Also, I would like to note you are not using the normal text encoders and not the specialty text encoders for base or for the refiner, which can also hinder results Aug 2, 2023 · How To Use Stable Diffusion XL 1. This tutorial aims to introduce you to a workflow for ensuring quality and stability in your projects. /temp folder and will be deleted when ComfyUI ends. Aug 26, 2023 · This is a comprehensive tutorial on understanding the Basics of ComfyUI for Stable Diffusion. go to img2img, choose batch, dropdown refiner, use the folder in 1 as input and the folder in 2 as output. Oct 22, 2023 · Refinement Workflow: If you’re aiming to employ the SDXL base in tandem with the refiner, there’s a specific workflow for this purpose. 原因如下：. Restart ComfyUI at this point. But other models might behave better under different settings. This workflow also includes nodes to include all the resource data (within the limits of the node) when using the "Post Image" function at civitai instead of going to a model page and posting your image. Below is the simplest way you can use ComfyUI. json workflow, but even if you don’t, ComfyUI will embed the workflow into the output image. The workflow tutorial focuses on Face Restore using Base SDXL & Refiner, Face Enhancement (G In researching InPainting using SDXL 1. ComfyUI will highlight the nodes of the refiner model with a red border, to indicate they could not be run. Admire that empty workspace. 8. The denoise controls the amount of noise added to the image. You can Load these images in ComfyUI to get the full workflow. It'll be perfect if it includes upscale too (though I can upscale it in an extra step in the extras tap of automatic1111). 9 safetensors + LoRA workflow + refiner The text was updated successfully, but these errors were encountered: All reactions These are examples demonstrating how to do img2img. Note that --force-fp16 will only work if you installed the latest pytorch nightly. 5 refined model) and a switchable face detailer. be/RP3Bbhu1vX Jul 22, 2023 · if you need a beginner guide from 0 to 100 watch this video: https://www. I don't want it to get to the point where people are just making SDXL Base + SD 1. High likelihood is that I am misunderstanding how I use both in conjunction within comfy. I tried to find a good Inpaint workflow and just found a bunch of wild workflows that wanted a million nodes and had a bunch of different functions. My primary goal was to fully utilise 2-stage architecture of SDXL - so I have base and refiner models working as stages in latent space. x, SD2. 0 Refiner model. It lays the foundation for applying visual guidance alongside text prompts. 14. One interesting thing about ComfyUI is that it shows exactly what is happening. 0 Base+Refiner比较好的有26. safetensors and place it in the folder stable-diffusion-webui\models\VAE. Thanks tons! That's the one I'm referring to. com/drive/folder Stable Navigate to your ComfyUI/custom_nodes/ directory. Bing-su/ dddetailer - The anime-face-detector used in ddetailer has been updated to be compatible with mmdet 3. Subscribed. 更多工作流. 0 with SDXL-ControlNet: Canny You can experiment with any other sdxl model. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now. You can use a model that gives better hands. x Aug 22, 2023 · Install various Custom Nodes like: Stability-ComfyUI-nodes, ComfyUI-post-processing, WIP ComfyUI’s ControlNet preprocessor auxiliary models (make sure you remove previous version comfyui_controlnet_preprocessors if you had it installed) and MTB Nodes. As always, I'd like to remind you that this is a workflow designed to learn how to build a pipeline and how SDXL works. Please try SDXL Workflow Templates if you are new to ComfyUI or SDXL. A switch to choose between the SDXL Base+Refiner models and the ReVision model A switch to activate or bypass the Detailer, the Upscaler, or both A (simple) visual prompt builder To configure it, start from the orange section called Control Panel. SD1. They will produce poor colors and image quality. It is an alternative to Automatic1111 and SDNext. Feb 7, 2024 · Best ComfyUI SDXL Workflows. 0 in ComfyUI I've come across three different methods that seem to be commonly used: Base Model with Latent Noise Mask, Base Model using InPaint VAE Encode and using the UNET "diffusion_pytorch" InPaint specific model from Hugging Face. 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. py --force-fp16. Aug 3, 2023 · Follow. 0, did some experiments, and came up with reasonably simple, yet pretty flexible and powerful workflow I use myself: MoonRide workflow v1. There are strengths and weaknesses for each model, so is it possible to combine SDXL and SD 1. 5 and then using the XL refiner as img2img to add details) File "C:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Impact-Pack\modules\impact\sample_error_enhancer. To initiate, download the recommended image. Txt2Img is achieved by passing an empty image to the sampler node with maximum denoise. Ich habe verschieden Aug 17, 2023 · So of course it’s time to test it out Get caught up: Part 1: Stable Diffusion SDXL 1. Launch the ComfyUI Manager using the sidebar in ComfyUI. 9 (just search in youtube sdxl 0. How the workflow progresses: Initial image Jul 28, 2023 · 大家好，我是小志Jason。一个探索Latent Space的程序员。今天来深入讲解一下SDXL的工作流，顺便说一下SDXL和过去的SD流程有什么区别 官方在discord上chatbot测试的数据，文生图觉得SDXL 1. b. Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. ComfyUI 可以一次過設定整個流程，對 SDXL 先要用 base model 再用 refiner model 的流程節省很多設定時間 Feb 24, 2024 · It has the SDXL base and refiner sampling nodes along with image upscaling. Reasonably easy to follow and debug. To load the workflow at a later time, simply drag-and-drop the image onto Created by: Michael Hagge: My workflow for generating anime style images using Pony Diffusion based models. Can someone guide me to the best all-in-one workflow that includes base model, refiner model, hi-res fix, and one LORA. 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 The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. InstantID requires insightface, you need to add it to your libraries together with onnxruntime and onnxruntime-gpu. By default, The AP Workflow is configured to generated images with the SDXL 1. Its just not intended as an upscale from the resolution used in the base model stage. So, I just made this workflow ComfyUI . For the T2I-Adapter the model runs once in total. All the features: Text2Image with SDXL 1. You can run it as an img2img batch in Auto1111: generate a bunch of txt2img using base. 5 + SDXL Base+Refiner is for experiment only. 5 + SDXL Base+Refiner - using SDXL Base with Refiner as composition generation and SD 1. 9 fine, but when I try to add in the stable-diffusion-xl-refiner-0. She is supposed to be jumping over a river -- still trying to hone in on a good prompt - they don't seem to work as well (yet) with the SDXL model vs the older ones. py", line 20, in informative_sample raise RuntimeError("#### It seems that models and clips are mixed and interconnected between SDXL Base, SDXL Refiner, SD1. This repo contains examples of what is achievable with ComfyUI. Unpack the SeargeSDXL folder from the latest release into ComfyUI/custom_nodes, overwrite existing files. Download it, rename it to: lcm_lora_sdxl. 2 Workflow - Simple - Easy to use and simple with Upscaling 4K, just Base+VAE 1. AP Workflow v3 includes the following functions: SDXL Base+Refiner Follow the ComfyUI manual installation instructions for Windows and Linux. You can specify the strength of the effect with strength. Aug 15, 2023 · In part 1 ( link ), we implemented the simplest SDXL Base workflow and generated our first images. As an alternative to the SDXL Base+Refiner models, or the Base/Fine-Tuned SDXL model, you can generate images with the ReVision method. Restart ComfyUI. The following images can be loaded in ComfyUI to get the full workflow. You switched accounts on another tab or window. safetensors and put it in your ComfyUI/models/loras directory. 5 and embeddings and or loras for better hands. Jul 14, 2023 · You signed in with another tab or window. 1 You must be logged in to vote. There are many ComfyUI SDXL workflows and here are my top With SDXL 0. ago. 0. If a non-empty default workspace has loaded, click the Clear button on the right to empty it. 2占最多，比SDXL 1. 0, and we have also applied a patch to the pycocotools dependency for Windows environment in ddetailer. LEv145_. Load the image directly into ComfyUI. Each node can link to other nodes to create more complex jobs. yeah, thats not how reddit works. Launch ComfyUI by running python main. 5 for final work. Inputs of “Apply ControlNet” Node. beta For example, see this: SDXL Base + SD 1. Re-download the latest version of the VAE and put it in your models/vae folder. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. Ich habe verschieden Sep 22, 2023 · In diesem Video-Transkript habe ich einen spannenden Workflow mit dem Refiner-Modell von SDXL für die Verbesserung von Bildern erkundet. Google colab works on free colab and auto downloads SDXL 1. 5 models will not work with SDXL. To use them, right click on your desired workflow, follow the link to GitHub and click the "⬇" button to download the raw file. Works with bare ComfyUI (no custom nodes needed). 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. If you installed from a zip file. Thank you so much Stability AI. 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. x. 9, I run into issues. Adjust the workflow - Add in the "Load VAE" node by right click > Add Node > Loaders > Load VAE. Inpainting a cat with the v2 inpainting model: Inpainting a woman with the v2 inpainting model: It also works with non inpainting models. Apr 28, 2024 · SDXLの目玉機能であるRefiner…. So download the workflow picture and dragged it to comfyui but it doesn't load anything, looks like the metadata is not complete. 0 includes the following advanced functions: ReVision. Extract the workflow zip file. A collection of workflow templates for use with Comfy UI These workflow templates are intended as multi-purpose templates for use on a wide variety of projects. I hope someone finds it useful. Nobody needs all that, LOL. Download the SDXL VAE called sdxl_vae. com/watch?v=zyvPtZdS4tIEmbark on an exciting journey with me as I unravel th Just download it, drag it inside ComfyUI, and you’ll have the same workflow you see above. 0 Base Only 多出4%左右 Comfyui工作流：Base onlyBase + RefinerBase + lora + Refiner SD1. Selecting a model ComfyUI Examples. And this is how this workflow operates. example here. 5 vs XL. md file yourself and see that the refiner is in fact intended as img2img and basically as you see being done in the ComfyUI example workflow someone posted. A reminder that you can right click images in the LoadImage node Jul 28, 2023 · Since we have released stable diffusion SDXL to the world, I might as well show you how to get the most from the models as this is the same workflow I use on Upscale your output and pass it through hand detailer in your sdxl workflow. 2. SDXL Workflow for ComfyUI with Multi-ControlNet. 如果你想要更多的流程，可以打开comfyui的gihub地址，找到comfyui examples点进去。 或者直接点击网址： ComfyUI also has a mask editor that can be accessed by right clicking an image in the LoadImage node and “Open in MaskEditor”. Click "Load" in ComfyUI and select the SDXL-ULTIMATE-WORKFLOW. ComfyUI Workflows. 5 in a single workflow in ComfyUI? Aug 6, 2023 · VAEs for v1. kun432 2023/07/31. Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL Jul 21, 2023 · ComfyUI is a web UI to run Stable Diffusion and similar models. 正直、あまり使われていない機能ですが、使い方によってはモデルの持つ特性を越えた生成が実現出来たりします SDXLのRefinerをComfyUIで使う時、Refinerがどのようなタイミングで作用しているのか理解していないと、潜在空間内で 整个流程和webui差别不大。 如果对SDXL模型不是很了解的小伙伴可以去看我上一篇文章，我将SDXL模型的优势和推荐使用的参数都详细讲解了。 5. Now I can hit Queue Prompt to run the only the first mode. 我也在多日測試後，決定暫時轉投 ComfyUI。. It's an educational tool, not a solution optimized for production deployments. json file. I recommend 8 steps on base and 28 steps total for 8 step lightning. Join me in this comprehensive tutorial as we delve into the world of AI-based image generation with SDXL! 🎥NEW UPDATE WORKFLOW - https://youtu. 3. make a folder in img2img. ノードベースでパイプラインを作って処理を行う. It stresses the significance of starting with a setup. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod LCM loras are loras that can be used to convert a regular model to a LCM model. And to run the Refiner model (in blue): Jun 30, 2023 · ComfyUI seems to work with the stable-diffusion-xl-base-0. Using SDXL 1. To use ReVision, you must enable it in the “Functions” section. Upgrade ComfyUI to the latest version! Download or git clone this repository into the ComfyUI/custom_nodes/ directory or use the Manager. Simply drag and drop the image onto the ComfyUI interface. I'ma try to get a background fix workflow goin, this blurry shit is starting to bother me. In my understanding, the base model should take care of ~75% of the steps, while the refiner model should take over the remaining ~25%, acting a bit like an img2img process. Reply reply ComfyUI SDXL simple workflow released SDXL refiner with limited RAM and VRAM Example workflow and video! In ControlNets the ControlNet model is run once every iteration. I played for a few days with ComfyUI and SDXL 1. How to install ComfyUI. As I mentioned above, creating your own SDXL workflow for ComfyUI from scratch isn’t always the best idea. Run git pull. We've curated some example workflows for you to get started with Workflows in InvokeAI! These can also be found in the Workflow Library, located in the Workflow Editor of Invoke. 0 workflow. Best (simple) SDXL Inpaint Workflow. You know what to do. 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。 Link to my workflows: https://drive. If you don't need LoRA support, separate seeds, CLIP controls, or hires fix - you can just grab basic v1. SD+XL workflows are variants that can use previous generations SD Apr 8, 2024 · ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI. I found it very helpful. 5. If you have another Stable Diffusion UI you might be able to reuse the dependencies. You signed out in another tab or window. They can be used with any SDLX checkpoint model. Then delete the connection from the "Load Checkpoint this is from 0 to 100 | adding all nodes Step by Step Embark on an enlightening journey with me as I guide you through the unique workflow I've created for S Feb 22, 2024 · The SDXL workflow includes wildcards, base+refiner stages, Ultimate SD Upscaler (using a 1. Open a command line window in the custom_nodes directory. Explain the Ba 1. It should work with SDXL models as well. If you installed via git clone before. Are you using SDXL? I noticed that node does a lot better on 1. Config file to set the search paths for models. You can apply only to some diffusion steps with steps, start_percent, and end_percent. 0 seed: 640271075062843 The base model and the refiner model work in tandem to deliver the image. Here’s a simple workflow in ComfyUI to do this with basic latent upscaling: Non latent Upscaling. List of Templates. safetensors. 9 I was using some ComfyUI workflow shared here where the refiner was always an improved version versus the base. To load a workflow, simply click the Load button on the right sidebar, and select the workflow . youtube. DreamShaper and Lightning 4 steps will also provide fantastic results. You can upscale in SDXL and run the img through a img2img in automatic using sd 1. There is an initial learning curve, but once mastered, you will drive with more control, and also save fuel (VRAM) to boot. Since ESRGAN Jul 29, 2023 · About this version. bat file. 0 版本推出以來，受到大家熱烈喜愛。. 0 Part 5: Scale and Composite Latents with SDXL Part 6: SDXL 1. Playground V2 ties with DALL-E 3 for average overall scores by the ranking algorithm but visually I find the SDXL+refiner images to be truer to the prompts. The 32 frame one is too big to upload here :' (. If there was an example workflow or method for using both the base and refiner in one workflow, that would be Jan 6, 2024 · Welcome to a guide, on using SDXL within ComfyUI brought to you by Scott Weather. 9 leaked repo, you can read the README. Here is an example of how the esrgan upscaler can be used for the upscaling step. Part 2 (this post)- we will add SDXL-specific conditioning implementation + test what impact that conditioning has on the generated images. dustysys/ ddetailer - DDetailer for Stable-diffusion-webUI extension. ComfyUI Workflows are a way to easily start generating images within ComfyUI. Gradually incorporating more advanced techniques, including features that are not automatically included SDXL Turbo; Latent previews with TAESD; Starts up very fast. Subsequently, you have two options: a. For example: 896x1152 or 1536x640 are good resolutions. というものらしい。. The Tutorial covers:1. 3K subscribers. you cant share via image here. 5 + SDXL Base shows already good results. It provides workflow for SDXL (base + refiner). For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. StableDiffusion用のUI. These are examples demonstrating how to use Loras. 5 + SDXL Base - using SDXL as composition generation and SD 1. 2K views 6 months ago Stable Diffusion A1111 ComfyUI. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. ***This workflow is adjusted for realistic common social media/marketing results. Works fully offline: will never download anything. Follow. Introducing ComfyUI Launcher! new. safetensors, stable_cascade_inpainting. My 2-stage ( base + refiner) workflows for SDXL 1. I'm guessing the XL VAE is less local which screws with that nodes interpolation. The template is intended for use by advanced users. Functions. 0 Base model used in conjunction with the SDXL 1. x, and SD2. Link to my workflows: https://drive. Aug 26, 2023 · For example, the i2i workflow is missing "## i2i-start-pixels [151daf]" The text was updated successfully, but these errors were encountered: 👍 1 superprat reacted with thumbs up emoji Jul 11, 2023 · I need a workflow for using SDXL 0. 0 ComfyUI Workflow With Nodes Use Of SDXL Base & Refiner ModelIn this tutorial, join me as we dive into the fascinating worl Is there an explanation for how to use the refiner in ComfyUI? You can just use someone elses workflow of 0. Jul 26, 2023 · Readme file of the tutorial updated for SDXL 1. Navigate to your ComfyUI/custom_nodes/ directory. 在 Stable Diffusion SDXL 1. Sep 22, 2023 · In diesem Video-Transkript habe ich einen spannenden Workflow mit dem Refiner-Modell von SDXL für die Verbesserung von Bildern erkundet. 0 is default, 0. If you have the SDXL 0. 2 Workflow - Face - for Base+Refiner+VAE, FaceFix and Upscaling 4K 1. 0 and upscalers. 在 ComfyUI 上使用 SDXL 1. It can be a little intimidating starting out with a blank canvas, but by bringing in an existing workflow, you can have a starting point that comes with a set of nodes all ready to go. 0 the refiner is almost always a downgrade for me. 0 Base and Refiner models . This step integrates ControlNet into your ComfyUI workflow, enabling the application of additional conditioning to your image generation process. xw xt ks zg wn ol be po wa qz