Comfyui lora workflow sdxl example. This is something I have been chasing for a while.

Comfyui lora workflow sdxl example Multiple characters from separate LoRAs interacting with each other. It provides workflow for SDXL (base + refiner). I hope these will be helpful to you. We will cover the usage of two official control models: FLUX. Please consider a donation or to use the services of one of my affiliate links: 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. Add your thoughts and get the conversation going. The update also has an extensive ModelPatcher rework and introduction of wrappers and callbacks to make custom node implementations require less hacks, but this blog post will This ComfyUI workflow shows how to use the Visual Area Prompt node for regional prompting control. Liked Workflows All Workflows / Notes on Nodes: Basic SDXL Example. I assembled it over 4 months. Question | Help I'm trying ComfyUI for SDXL, but not sure how to use loras in this UI. area My research organization received access to SDXL. ComfyUI Workflow Example; 20-ComfyUI SDXL Turbo Examples. ComfyUI Workflow Example. Example workflows for how to run the trainer and do inference with it can be found in /ComfyUI_workflows; Importantly this trainer uses a chatgpt call to cleanup the auto-generated prompts and inject the trainable token, this will only work if you have a . They can generate multiple subjects. Hi buystonehenge, I'm trying to connect the lora stacker to a workflow that includes a normal SDXL checkpoint + a refiner. Here is a workflow for using it: Example. Download the simple LoRA workflow. 1; Download Flux Dev FP8 Checkpoint ComfyUI workflow example employ Xlab’s LoRA to load the ComfyUI workflow as a potential solution to this issue. 11. To use the workflow: Select a ComfyUI SDXL Examples . LORA; Workflow Preview. 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: 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. Highly optimized processing pipeline, now up to 20% faster than in older workflow versions . ComfyUI-mxToolkit. Extract the workflow zip file; Start ComfyUI by running the run_nvidia_gpu. Resource LoRA. In this This is the workflow I use in ComfyUi to render 4k pictures with Dream shaper XL model. A method of Out Painting In ComfyUI by Rob Adams. High likelihood is that I am misundersta With SDXL 0. This article accompanies this workflow: link. images. 18. Support for Controlnet and Revision, up to 5 can be applied together . Now it’s time to incorporate the LoRA node into your workflow for SD1. safetensors SDXL workflows for ComfyUI. safetensors - ComfyUI\models\checkpoints\ sd_xl_turbo_1. Using SDXL 1. => Place the downloaded lora model in ComfyUI/models/loras/ folder. data prep. Each subject has its own prompt. 9 I was using some ComfyUI workflow shared here where the refiner was always an improved version versus the base. Refiner, face fixer, one LoRA, FreeUV2, Self-attention Guidance, Style selectors, better basic image adjustment controls. Model Merging You can also use them like in this workflow that uses SDXL to generate an initial image that is then passed to Created by: kodemon: What this workflow does This workflow aims to provide upscale and face restoration with sharp results. Installation. Basic and simple workflow for using flux-trained loras. SaveImage 1; SDXL Empty Latent Image 1; VAEDecode 1 Both are quick and dirty tutorials without tooo much rambling, no workflows included because of how basic they are. - ComfyUI\models\controlnet\ control-lora-depth-rank128. Alternatively, you could also utilize other workflows or checkpoints for images of higher quality. LoRA Training - Dataset Creation - ComfyUI - One-Click Dataset. 15. SD1. 1 Canny. Stage-2: I used SDXL Lightning and settings to get the final ComfyUI LORA . New comments cannot be posted. 5x original size, with minimal changes to image content. md at main · sepro/SDXL-ComfyUI-workflows. The scene is dominated by the stark contrast between the bright blue water and the dark, almost black rocks. 22 star. 9-Textual Inversion Embeddings. and LCM. 3 Workflow - LORA - Including LORA A collection of my own ComfyUI workflows for working with SDXL - SDXL-ComfyUI-workflows/README. I know the LoRA project included custom scripts for SDXL, so maybe it’s more ComfyUI’s LoRA workflow is well-known among users. Save this image then load it or drag it on ComfyUI to get the workflow. Here I modified it from the official ComfyUI site, just a simple effort "ComfyUI ControlNet Aux" custom node can be installed with this instruction, and the models can be downloaded from here, put into \ComfyUI\models\controlnet\ LCM LoRA, (needs a LCM LoRA, download it from here for LCM-SDXL, for LCM-SDXL-SSD1B, and here for LCM-SD1. Not much else. for example, 2000 Max Train Steps is divided by 4 . 0, did some experiments, and came up with reasonably simple, yet pretty flexible and powerful workflow I use myself: . 5 (2) ControlNet Custom Nodes Embeddings Upscale VAE UNET Tools. 2. I 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. EDIT: For example this workflow shows the use of the other prompt windows. Tutorial 7 - Lora Usage These templates are mainly intended for use for new ComfyUI users. ComfyUI Workflow Examples This repo contains examples of what is achievable with ComfyUI . ComfyUI - Flux GGUF image to Image Workflow With Lora and Upscaling Nodes. 9 safetensors + LoRA workflow + refiner The text was updated successfully, but these errors were encountered: All reactions 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 Workflows. But for a base to start at it'll work. 5 without lora, takes ~450-500 seconds with 200 steps with no upscale resolution (see workflow screenshot from ver 1. This is very useful for The example workflow utilizes SDXL-Turbo and ControlNet-LoRA Depth models, resulting in an extremely fast generation time. Run ComfyUI, drag & drop the workflow and enjoy! Created by: OpenArt: What this workflow does This basic workflow runs the base SDXL model with some optimization for SDXL. home. ComfyUI-B-LoRA is a custom node extension for ComfyUI that allows you to load and apply B-LoRA models. 2) This file goes into: ComfyUI_windows_portable\ComfyUI\models\clip_vision. In the output_name, type your desired LoRA name. Go to Init Flux LoRA Traning node in ComfyUI. Ending Workflow. tools. (an example for advanced users) Girl vs Haunted House Photoshot // no lora, no embeddings, no post-processing, not even hires fix; pure TXT2IMG with prompt and parameters included in the comments. For example: Realism Meets Anime: Use a cinematic LoRA for realistic elements on the left side of an image and an anime-style checkpoint model for cartoonish effects on the right side. 196 1. So, let’s improve our workflow a bit. ComfyUI SDXL Basics Basic and simple workflow for using flux-trained loras. 10-Edit Models. 3 Worfklow - Complejo - Complex workflow, two passes; 1. We’re on a journey to advance and democratize artificial intelligence through open source and open science. challenges. 2 Pass Txt2Img; 3. On This Page. A good place to start if you have no idea how any of this works is the: Step 5: Test and Verify LoRa Integration. Help ComfyUI Wiki remove ads Become a Patron. Pinto: About SDXL-Lightning is a lightning-fast text-to-image generation model. Workflow by: Ferdinand van Dam. 17-3D Examples. The LCM SDXL lora can be downloaded from here. Dive into the world of LoRA, a powerful technique in AI-based image generation. With LoRA. Better Image Quality in many cases, some improvements to the SDXL ComfyUI Workfloow Example. Flux Redux is an adapter model specifically designed for generating image variants. 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. After trying various out of the box solutions I struggled with generating desired outcomes, with details being washed out and faces being low resolution. It can generate variants in a similar style based on the input image without the need for text prompts. 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 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. safetensors from the control-lora/revision folder and place it in the ComfyUI models\clip_vision folder. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. 10. Stable Diffusion. Please share your tips, tricks, and workflows for using this software to create your AI art. 15-Hypernetworks. Notes on Nodes: Basic SDXL Example. Paste the copied File Path into the output_dir widget. The goal is to provide an overview of how a. Before clicking the Queue Prompt, be sure that the LoRA in the LoRA Stack is Switched ON and you have selected your desired LoRA. B-LoRA stands for "By implicitly decomposing a single image into its style and content representation," which means it can separate the style and content of an image. these workflows will let you apply Lora models to specified areas of the image. ; Top area: defines the sky and ocean in detail. Advanced Merging CosXL. json , the general workflow idea is as Adding the LoRA stack node in ComfyUI Adding the LoRA stack node in ComfyUI. 0 Inpainting model: SDXL model that gives the best results in my testing Don't try to use SDXL models in workflows not designed for SDXL - chances are they won't work! Ensure your model files aren't corrupt - try a fresh download if a particular model gives errors Some workflows are large . 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. You can also use similar workflows for outpainting. Nodes Detail 10 Nodes . Automate any workflow Codespaces. Please keep posted images SFW. The denoise controls the amount of noise added to the image. Let's pick the "SDXL Text Image Enhancer" workflow for this guide. ComfyUI SDXL Turbo Examples; English. 5/SDXL. (instead of using the VAE that's embedded in SDXL 1. This can be done by generating an image using the updated workflow. It is planned to add more templates to the collection over time. For example you can chain three CR LoRA Stack nodes to hold a list of 9 LoRAs. I recently switched from A1111 to ComfyUI to mess around AI generated image. The usage description is inside the workflow. So, if you are using that, I recommend you to take a look at this new one. Here is an example of how to create a CosXL model from a regular SDXL model with merging. First, load an image. 1 that are now corrected. 's works. 5, use this basic workflow instead - https://openart. [Load VAE] and [Load Lora] are not plugged in this config for Upscale to unlimited resolution using SDXL Tile regardless with no VRAM limitationsMake sure to adjust prompts accordinglyThis workflow creates two outputs with two different sets of settings share, run, and discover comfyUI ComfyUI Workflow. download the In part 1 , we implemented the simplest SDXL Base workflow and generated our first images; The LoRA is definitely being applied. Noisy Latent Composition; 9. json. The preview is broken, but downloading the workflow does work correctly, (not the image, the download of workflow option). SD and SDXL and Loras models are supported. Reload to refresh your session. Based on the revision-image_mixing_example. How to use this workflow If your model is based on SD 1. 4-Area Composition. bat file; Click "Load" in ComfyUI and select the SDXL-ULTIMATE-WORKFLOW. Works with bare ComfyUI (no custom nodes needed). So, I just made this workflow ComfyUI. Slightly overlaps with the bottom area to improve image consistency. NOTE: Control-LoRA recolor example uses ComfyUI Workflow Basic Concepts and How to Use What is a Workflow? A workflow is the core concept in ComfyUI, simply put, it’s a graphical interface composed of multiple connected nodes that describes the entire AI image generation process. Due to its ease With ComfyUI, users can easily perform local inference and experience the capabilities of these models. Since models need to be versioned, for your convenience, I suggest renaming the model files with a version prefix like “SD1. Slightly overlaps You signed in with another tab or window. 1. 0 reviews. See notes field for suggested StabilityAI just release new ControlNet LoRA for SDXL so you can run these on your GPU without having to sell a kidney to buy a new one. They can be used with any SDLX checkpoint model. ai/workflows/openart/basic-sdxl-workflow These two files must be placed in the folder I show you in the picture: ComfyUI_windows_portable\ComfyUI\models\ipadapter. But it separates LORA to another workflow (and it's not based on SDXL either). There some Custom Nodes utilised so if you get an error, just install the Custom Nodes using ComfyUI Manager. Bottom area: defines the beach area in detail (or at least we try). 5. 7-ControlNet. In this Detailed Guide to Flux ControlNet Workflow. ControlNet SDXL model (link) Upscaler (optional) ComfyUI-KJNodes. renyuxi upload comfyui workflows Main subject area: covers the entire area and describe our subject in detail. Introduction to Flux. It also supports using SDXL-trained LoRA models for different stylization effects. Learn about the LoraLoader node in ComfyUI, which is designed to dynamically load and apply LoRA (Low-Rank Adaptation) adjustments to models and CLIP instances based on specified strengths and LoRA file names. That's all for the preparation, now we can Created by: Ashish Tripathi: Central Room Group : Start here Lora Integration : Model Configuration and FreeU V2 Implementation : Image Processing and Resemblance Enhancement : Latent Space Manipulation with Noise Injection : Image Storage and Naming : Optional Detailer : Super-Resolution (SD Upscale) : HDR Effect and Finalization : Performance : Processor Contribute to huanngzh/ComfyUI-MVAdapter development by creating an account on GitHub. ComfyUI - ControlNet Workflow. 5 FP16 version ComfyUI related workflow; Stable Diffusion 3. 0, it can add more contrast through offset-noise) 3. 3 workflow. I am using a base SDXL Zavychroma as my base model then using Juggernaut I'm looking for an alternative solution to keep a single upscaler for all the functions in the workflow. It allows for the dynamic adjustment of the model's strength through LoRA parameters, facilitating fine-tuned control over the model's behavior. Workflow features: RealVisXL V3. Then press "Queue Prompt" once and start writing your prompt. 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. 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. Stage-1: create noise with higher cfg to gain control over the prompt (in this example i used simple prompt). 8-Noisy Latent Composition. 19-LCM Examples. Contribute to zzubnik/SDXLWorkflow development by creating an account on GitHub. Part 3 - That's the one I'm referring to. Contest Winners. Starts at 1280x720 and generates 3840x2160 out the other end. Here’s an example with the anythingV3 model: Outpainting. Here is my way of merging BASE models and applying LORAs to them in non-conflicting way using the ComfyUI (grab the workflow itself in the attachment to this article): You may consider trying 'The Machine V9' workflow, which includes new masterful in-and-out painting with ComfyUI fooocus, available at: The-machine-v9 Alternatively, if you're looking for an easier-to-use workflow, we suggest exploring the 'Automatic ComfyUI SDXL Module img2img v21' workflow located at: Automatic_comfyui_sdxl_modul_img2img_v21 Img2Img Examples. 5 Lora with SDXL, Upscaling Future tutorials planned: Prompting practices, post processing images, batch trickery, networking comfyUI in your home network, Masking and clipseg awesomeness, many more. The developers offer an array of built-in workflows that utilize default node functionality, demonstrating how to effectively implement LoRA. Learn about the LoraLoaderModelOnly node in ComfyUI, which is designed to load LoRA models without requiring a CLIP model, focusing on enhancing or modifying a given model based on LoRA parameters. 5/SDXL: Load LoRA Node: In ComfyUI, double-click on the workspace or right-click Complete flexible pipeline for Text to Image Lora Controlnet Upscaler After Detailer and Saved Metadata for uploading to popular sites Use the Notes section to learn Here is the link to download the official SDXL turbo checkpoint open in new window. 24 KB.     TOPICS Example workflow and video! In part 1 , we implemented the simplest SDXL Base workflow and generated our first images. Today, I show you my In this guide, we are aiming to collect a list of 10 cool ComfyUI workflows that you can simply download and try out for yourself. Ah, ComfyUI SDXL model merging for AI-generated art! That's exciting! Merging different Stable Diffusion models opens up a vast playground for creative exploration. 8. It's mostly an outcome from personal wants and attempting to learn ComfyUI. And above all, BE NICE. image saving and postprocess need was-node-suite-comfyui to be installed. Created by: Etienne Lescot: This ComfyUI workflow is designed for SDXL inpainting tasks, leveraging the power of Lora, ControlNet, and IPAdapter. The requirements are the CosXL base model, the SDXL base model and the SDXL model you want to convert. ControlNet; 8. 723. 3-Inpaint. 0_fp16 I love that and I'm trying to find a good workflow for my image creation + face swapping. Be the first to comment Nobody's responded to this post yet. This tutorial will guide you on how to use Flux’s official ControlNet models in ComfyUI. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. Showing the LoRA stack connected to other nodes. Models For the workflow to run you need this loras/models: ByteDance/ SDXL-Lightning 8STep Lora Juggernaut XL Detail Yes, 8Gb card, ComfyUI workflow loads both SDXL base & refiner models, separate XL VAE, 3 XL LoRAs, plus Face Detailer and its sam model and bbox detector model, and Ultimate SD Upscale with its ESRGAN model and input from the same base SDXL model all work together. Experienced ComfyUI users can use the Pro Templates. Installation: Use ComfyUI-Manager to install missing nodes: ComfyUI-Manager. 5, SDXL, or Flux. I’m sharing this simple yet effective workflow that supports both LORA and upscaling. Multi-LoRA support with up to 5 LoRA's at once . The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. I was fascinated by this video of Harvard showing how bacteria evolve rapidly after each generation, adapting to environments 1000 times ComfyUI Examples. 9, I run into issues. 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, style exploring, inpainting, outpainting, relighting. Light. 5 with included Ollama for enhancing prompts with LLMs. Share Add a Comment. ComfyUI seems to work with the stable-diffusion-xl-base-0. 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 This ComfyUI workflow is here to help! This workflow will assist you in converting simple interior sketches into realistic room images with ease. i. Flux + Lora simple. 5, SDXL, PonyXL, Flux and any skipping the regular nodes that are required for any workflow as usual. json for loading ldm-format models Hyper-SD / comfyui / Hyper-SDXL-Nsteps-lora-workflow. 0, it can add more contrast through offset-noise) As of Monday, December 2nd, ComfyUI now supports masking and scheduling LoRA and model weights natively as part of its conditioning system. ComfyUI | Flux - LoRA & Negative Prompt. This node can be used with SD 1. A simple Image to Image workflow using Flux Dev or Schnell GGUF model nodes with a Lora and upscaling nodes included for increase Use this model main SDXL-Lightning / comfyui / sdxl_lightning_workflow_lora. Simple LoRA workflows. You do only face, perfect. Yesterday I mentioned in passing that my Nvidia RTX 2060 with 12GB could not run both SDXL 1. You can also easily upload & share your own ComfyUI workflows, so that others can build on top of them! :) Why I built this: I just started learning ComfyUI, and really like how it saves the workflow info within each image it generates. 1 Depth and FLUX. 2 Workflow - Simple - Easy to use and simple with Upscaling 4K, just Base+VAE; 1. Custom Node Types. I look one of my earlier images created using SDXL as well and feed that as the input to get similarly composed results. I Created by: Matt Weaver: simple image generation, then repeated 1. Leaderboard. This custom node lets you train LoRA directly in ComfyUI! Security. One of the strong This article compiles the downloadable resources for Stable Diffusion LoRA models. Download & drop any image from the website into ComfyUI, and ComfyUI will load that image's entire workflow. Some stacker nodes may include a switch attribute that allows you to turn each item On/Off. Locked post. ” Created by: MentorAi: Download Lora Model: => Download the FLUX FaeTastic lora from here , Or download flux realism lora from here . ComfyUI Usage Tutorial; ComfyUI Workflow Examples; Online Resources; ComfyUI Custom Nodes Download; This is a basic outpainting workflow that incorporates ideas from the following videos: ComfyUI x Fooocus Inpainting & Outpainting (SDXL) by Data Leveling. === How to prompt this workflow === Main Prompt ----- The subject of the image in natural language Example: a cat with a hat in a (instead of using the VAE that's embedded in SDXL 1. You can Load these images in ComfyUI to get the full workflow. Flux LoRA Online training tool. 2. I'm not having sucess to work with a mutilora loader within a workflow that envolves the refiner, because the multi lora loaders I've tried are not suitable to SDXL checkpoint loaders, AFAIK. This is what it's supposed to look like in the preview. Inpainting a cat with the v2 inpainting model: Inpainting a woman with the v2 inpainting model: It also works with non inpainting models. It is compatible with all models. ai/workflows The following images can be loaded in ComfyUI to get the full workflow. Edit Models; 11. Download Workflow Files Download Flux Fill Workflow Workflow Usage Guide Workflow Node Explanation. Here is an example of the Depth model in action and producing images with similar depth, in this case I used the default prompt. ; Background area: covers the entire area with a general prompt of image composition. models. 5), for LCM-SDXL put into \ComfyUI\models\loras\LCM\SDXL, LCM-SDXL-SSD1B put into Tips. Tutorial 6 - upscaling. For example, I've trained a Lora of "txwx woman". Below is an example with the reference image on the left, in the middle on done using the basic Control LoRA Depth. Perform a test run to ensure the LoRA is properly integrated into your workflow. Load the default ComfyUI workflow by clicking on the Load Default button in the First, download clip_vision_g. These are examples demonstrating how to use Loras. Workflow development and tutorials not only take part of my time, but also consume resources. If you don't need LoRA support, separate seeds, CLIP controls, or hires fix - you can just grab basic v1. Tutorial | Guide For example, this one generates an image, finds a subject via a keyword in that image, generates a second image, crops the subject from the first image and pastes it into the second image by targeting and replacing the second images subject. Here is an example workflow that can be dragged or loaded into ComfyUI. I played for a few days with ComfyUI and SDXL 1. Crisp and beautiful images with relatively short creation time, easy to use. Img2Img; 2. videos. Ignore the prompts and setup This is a small workflow guide on how to generate a dataset of images using ComfyUI. 5 lora training sdxl lora Okay guys & gals I need your help. My stuff. Here is an example: You can load this image in ComfyUI to get the workflow. - Ling-APE/ComfyUI-All-in-One-FluxDev-Workflow We’re on a journey to advance and democratize artificial intelligence through open source and open science. 0 in ComfyUI, with separate prompts for text encoders. WhiteZ. It seamlessly combines these components to achieve high-quality inpainting results while preserving image quality across successive iterations. Lora Examples. With so many abilities all in one workflow, you have to understand the principle of Stable Diffusion and ComfyUI to For example, this is what the workflow produces: Other than that, there were a few mistakes in version 3. This workflow adds a refiner model on topic of the basic SDXL workflow ( https://openart. Skip to content. It's simple and straight to Protip: If you want to use multiple instance of these workflows, you can open them in different tabs in your browser. The prompt for the first couple for example is this: 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. 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. Part 2 - We added SDXL-specific conditioning implementation + tested the impact of conditioning parameters on the generated images. But I have no idea about SDXL. You can, for I need a workflow for using SDXL 0. You can experiment between Flux and SDXL (along with Lora 8 Steps ) with the click of a LoRA selector, (for example, download SDXL LoRA example from StabilityAI, put into ComfyUI\models\lora\) VAE selector, (download default VAE from StabilityAI, put into \ComfyUI\models\vae\), It would be great if there was a simple tidy UI workflow the ComfyUI for SDXL. Model files : One SDXL checkpoint. Created by: ang shao: This is a workflow based on SDXL and contronet. The comfyui version of sd-webui-segment-anything. The workflow primarily includes the following key nodes: Model Loading Node; UNETLoader: Loads the Flux Fill model; DualCLIPLoader: Loads the CLIP text encoding model; VAELoader: Loads the VAE model; Prompt Encoding Node ComfyUI SDXL Turbo Examples; English. The sample prompt as a test shows a really great result. The images above were all created with this method. Works well to generate 6MP image in SDXL on 8G VRAM. Description. MoonRide workflow v1. 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 Welcome to the unofficial ComfyUI subreddit. io Open. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. Starting workflow. I finally found a workflow that does good 3440 x 1440 generations in a single go and was getting it working with IP-Adapter and In fact, the modification of LoRA is clear in ComfyUI: The LoRA model changes the MODEL and CLIP of the checkpoint model but leaves the VAE untouched. If I add another load LORA node between the refiner model and the ksampler for refiner model, I get exactly the same results, so my guess is I'm doing something wrong or refiner model does not work with (or does not get affected by) LORAs What this workflow does. This repo contains examples of what is achievable with ComfyUI. Upscale Models; 6. 16-Gligen. ComfyUI. 1K. My 2-stage (base + refiner) workflows for SDXL 1. Are you saying that in ComfyUI, you do NOT need to state "txwx woman" in the prompt? All Workflows / ComfyUI | Flux - LoRA & Negative Prompt. This guide provides a comprehensive introduction to LoRA, its principles, and its application in enhancing the effects of generated images. Inpaint; 4. lora guide I recommend using SDXL if you have complex ComfyUI Workflow Example. The image below is the workflow with LoRA Stack added and connected to the other nodes. Preview of my workflow – download via the - LoRA support (including LCM LoRA) - SDXL support (unfortunately limited to GPU compute unit) AP Workflow 6. This can be useful for systems with limited resources as the refiner takes another 6GB or ram. github. MN. 2 seconds: Created by: profdl: The workflow contains notes explaining each node. Power Lora Loader (rgthree) Here’s a comparison of our sample workflow using each output mode. We provide the example workflows in workflows directory. This tutorial organizes the following resources, mainly about how to use Stable Diffusion 3. New. ComfyUI-Lora-Auto-Trigger-Words. Use the "Fast Groups Bypasser (rgthree)" to switch between using the different models and to turn on off Ollama Here's the link to the workflow ComfyUI. I'm pretty happy with my workflow but when I swap faces I lose so many detail (like brushed face), so I'm thinking: is it possible to add a lora (Realora for example) after The example given on that page shows how to wire up the nodes. I found it very helpful. 0 for ComfyUI - Now with support for SD 1. ComfyUI-Easy-Use. It is intended for both new and advanced users of ComfyUI. Applying a We’re on a journey to advance and democratize artificial intelligence through open source and open science. 20-ComfyUI SDXL Turbo Examples First, download clip_vision_g. With LoRAs, you can easily personalize characters, outfits, or objects in Here’s how you can incorporate LoRAs into your workflow in ComfyUI to unlock new creative possibilities. 0. 1) ComfyUI-B-LoRA Introduction. This is something I have been chasing for a while. 0 seed: 640271075062843 Created by: C. 4K. Models used in workflow: FLUX GGUF: flux-gguf-> Place in: /ComfyUI/models/unet. posts. This article is about Stacker Nodes and how to use them in workflows. A lot of people are just discovering this technology, and want to show off what they created. These are examples demonstrating how to do img2img. There are many regional conditioning solutions available, but as soon as you try to add LoRA data to the conditioning channels, the LoRA data seems to overrun the whole generation. 5 in ComfyUI: Stable Diffusion 3. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. Created by: CG Pixel: with this workflow you can create animation using animatediff combined with SDXL or SDXL-Turbo and LoRA model to obtain animation at higher resolution and with more effect thanks to the lora model. 0 Base and Refiner models in a single ComfyUI workflow. Find and fix vulnerabilities Actions. For more information check ByteDance paper: SDXL-Lightning: Progressive Adversarial Diffusion Distillation . 0? A complete re-write of the custom node extension and the SDXL workflow . workflows/t2mv_sdxl_ldm_lora. It facilitates the customization of pre-trained models by applying fine-tuned adjustments without altering the original model weights directly, enabling more Welcome to the unofficial ComfyUI subreddit. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions LoRA is a fantastic way to customize and fine-tune image generation in ComfyUI, whether using SD1. mnemic. Added film grain and chromatic abberation, which really makes I think that when you put too many things inside, it gives less attention to it. segment anything: Based on GroundingDino and SAM, use semantic strings to segment any element in an image. UPDATE: I replaced the existing pipe nodes with new ones developed by TinyTerraNodes, thanks to a recommendation by u/Grig_, SDXL Examples. ipadapter/ip-adapter-faceid-plusv2_sdxl_lora. I tested all of them which are now accompanied with a ComfyUI workflow that will get you started The turquoise waves crash against the dark, jagged rocks of the shore, sending white foam spraying into the air. Then ComfyUI Workflow Example. For example, it you have a LoRA for strawberry, chocolate and vanilla, you’ll want to make sure the strawberry images are captioned with “strawberry”, and so on. Multi-LoRA support with up to 5 LoRA's at once. Notably, the workflow copies and pastes a masked inpainting output, SeargeSDXL: Custom nodes for easier use of SDXL in ComfyUI including an img2img workflow that utilizes both the base and refiner checkpoints. 5-Upscale Models. SDXL, Lora, XY plot, workflows, Upscaling, tips and tricks. 9 fine, but when I try to add in the stable-diffusion-xl-refiner-0. ComfyUI Academy. Bypass things you don't need with the switches. 0. Apr 27, 2024. This workflow works for SD3, SDXL, and SD1. Nobody needs all that, LOL. This workflow perfectly works with 1660 Super 6Gb VRAM. In this example I used albedobase-xl. 6-LoRA. Here are the steps to use MimicPC to create an SDXL workflow using ComfyUI: First, search for an example workflow on Civitai. I then recommend enabling Extra Options -> Auto Queue in the interface. Dead simple web UI for training FLUX LoRA with LOW VRAM (12GB/16GB/20GB 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. Upcoming tutorial - SDXL Lora + using 1. 5 FP8 version ComfyUI related workflow (low VRAM solution) Download it, rename it to: lcm_lora_sdxl. Img2Img All (15) Stable Diffusion LoRA Flux Sdxl Sd1. 0K. You signed out in another tab or window. 3 Workflow - Face - Face restoration/refacing; 1. The TL;DR version is this: it makes a image from your prompt without a LoRA, runs it through ControlNet, and uses that to make a new image with the LoRA. How to use LoRA ComfyUI: 1: Download LoRA 2: Upload LoRA 3: Load the Default Workflow in ComfyUI 4: Add the LoRA Node 5: Connect the LoRA Node 6: Test Your Workflow LoRA is a fantastic way to customize and fine-tune image generation in ComfyUI, whether you're using SD1. This is my workflow (downloaded from github and modified): my workflow, there are other but this is mine :p. Step 4: Add the LoRA Node for SD1. 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: The important parts are to use a low cfg, use the “lcm” sampler and the “sgm_uniform” or “simple This is a collection of custom workflows for ComfyUI. I want a ComfyUI workflow that's compatible with SDXL with base model, refiner model, hi-res fix, and one LORA all in one go. articles. safetensors and put it in your ComfyUI/models/loras directory. This is the simplest LoRA workflow possible: Text-to-image with a LoRA and a checkpoint model. If someone could test it and confirm or infirm, I’d appreciate ^^. In this video, you'll see how, with the help of Realism LoRA and Negative Prompt in Flux, you can create more detailed, high-quality, and realistic images. 25 upscale to 2. A detailed description can be found on the project repository site, Updated the example images to embed the v4. Click the download button to save it locally. 5. What it's great for: This is a great starting point to Everyone who is new to comfyUi starts from step one! What does it do?: It contains everything you need for SDXL/Pony. Detailed Tutorial on Flux Redux Workflow. I hope to create a workflow that can assist poster graphic designers in their work. But try both at once and they miss a bit of quality. LoRA; 7. Area Composition; 5. Created by: AILab: Lora: Aesthetic (anime) LoRA for FLUX https://civitai. I used to work with Latent Couple then Regional prompter module for A1111, which allowed me to generate separate regions of an image through masks and guided with ControlNets (for instance, generate several characters using poses derived from a preprocessed picture). exemple : base or STOIQO. comfyanonymous. 5-ModelName,” or without renaming, create a new folder in the corresponding model directory named after the large model version like “SD1. Download it, rename it to: lcm_lora_sdxl. env file containing your OPENAI key in the root of the repo dir that contains a single line: ComfyUI Workfloow Example ComfyUI SDXL Turbo Examples. 1 Workflow - Complejo - for Base+Refiner and Upscaling; 1. One LoRA is good, but six gives a ton more convenience! Also, instead of the standard LoRA loader, we will use one from the Comfyroll custom nodes, as it allows us to switch comfyui workflow. 18-Video. All Workflows / ComfyUI - Flux GGUF image to Image Workflow With Lora and Upscaling Nodes. Belittling their efforts will get you banned. You don't need professional design skills; just a little creativity, and this workflow will handle the rest. comfyui workflow sd1. bounties. 2 Workflow - Face - for Base+Refiner+VAE, FaceFix and Upscaling 4K; 1. . You switched accounts on another tab or window. And while I'm posting the link to the CivitAI pageagain, I could also mention that I added a little prompting guide on the side of the workflow. All (20) Img2img Text2img Upscale (2) Inpaint Lora ControlNet Embeddings Model merging Sdxl Cascade UnCLIP Hypernetwork 3d Video Lcm Turbo. ThinkDiffusion - SDXL_Default. events. In A1111, I would invoke the Lora in the prompt and also write "a photo of txwx woman". shop. 1-Img2Img. 5,” and then copy your model files into “ComfyUI\models\loras\SD1. How to Train a LoRA with Flux in ComfyUI One-Time ComfyUI Setup. com/models/274793 What's new in v4. Here is the link to download the official SDXL turbo checkpoint. Perfect for those looking to add a unique touch to their AI image generation projects with ComfyUI. Updated: Aug 28, 2024 9:23 PM. 3) This one goes into: ComfyUI_windows_portable\ComfyUI\models\loras. 2-2 Pass Txt2Img. Textual Inversion Embeddings; 10. FLUX Text Encoders: flux Created by: MaxiMus : this workflow is Similar to SDXL basic refiner. json My ComfyUI workflow was created to solve that. 4. 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: Some custom nodes for ComfyUI and an easy to use SDXL 1. Then, pass it through a CLIPVisionEncode node to generate a 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. Control-Lora: Official release of a ControlNet style models along with a few other interesting ones. 0 workflow. More. For the FLUX-schnell model, ensure that the FluxGuidance Node is disabled. It can generate high-quality 1024px images in a few steps. Control LoRa Canny. Base generation, Upscaler, FaceDetailer, FaceID, LORAS, etc. Only dog, also perfect. This workflow consists of three parts: the first part creates the base image, the second part creates the material for the title, and the third part synthezises the first two using channels. com/models/633553 Crystal Style (FLUX + SDXL) https://civitai. Example Workflow: Hi there. 5 and HiRes Fix, IPAdapter, Prompt Enricher via local LLMs (and OpenAI), and a new Object Swapper + Face Swapper, FreeU v2, XY Plot, ControlNet and ControlLoRAs, SDXL Base + Refiner, Hand If you want do do merges in 32 bit float launch ComfyUI with: —force-fp32. Dynamic Transitions: Gradual transitions between styles, creating unique blends in the gray areas. 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. Here is an example of how to use upscale models like ESRGAN. Primitive Node Types. We'd like to credit Kijai for his knowledge of the original workflow. hxnvw sknm uwqxjq tcwe qvlqdew csi mxgxvs iqpt qnxm gnt