Attention couple comfyui. But this method has a consideration: the mask only makes regional attention numerically possible, but it does not force the UNet to really attend its activations in those regions. 0 license Activity. com/laksjdjf/attention-couple-ComfyUIlaksjdjf/attention-couple-ComfyUI Attention CoupleのComfyUIカスタムノード Latent coupleはプロンプト Contribute to fofr/cgem156-attention-couple development by creating an account on GitHub. A lot of people are just discovering this technology, and want to show off what they created. Resources. Sep 16, 2023 · 커스텀 노드가 포함되어 있으니 ComfyUI-Manager를 통해 누락된 노드를 설치하자. ) and Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention (Susung Hong) as an extension for ComfyUI and SD Contribute to fofr/cgem156-attention-couple development by creating an account on GitHub. Jun 29, 2024 · Attention Couple Region (AttentionCoupleRegion): Facilitates creation of attention regions within AI models for precise conditioning and prioritization. If you'd add this node in the Model link between Loader and Sampler, nine out Explore the GitHub Discussions forum for comfyanonymous ComfyUI in the General category. While vanilla ComfyUI employs an area specification method based on latent couples, this node divides regions using attention layers within UNet. It is also capable of generating random book cover graphics for use in things Fixed AttentionCouple/NegPip(negative weights in prompts), more CFG++ samplers, etc. 57M parameters trainable) 3) Simplified Inference (< 8G VRAM for 1024X768 resolution). In this workflow, we isolate the subject, subject face, and background and create IPAdapter models from each using the new masked attention feature. GPL-3. Notifications You must be signed in to change notification settings; Fork 7; Star 25. By using masked attention, we force IPAdapter to focus on the subject separately from the background, allowing us to mix and match subject and background. Readme License. Resources ComfyUI custom node for Attention Couple. Hey all, I'm trying to modify the attention couple workflow suggested as an alternative to regional prompter. This is something I have been chasing for a while. Dec 16, 2023 · The self-attention mechanism incorrectly associates the hair color and the person. Created by: homer_26: Workflow based on the ComfyCouple model I made a few changes to make the interface more user-friendly, along with mixing two characters into one image. smZNodes has a node called "Settings (smZ)" which has the negative minimum sigma option and the pad prompt / negative prompt options from that menu as well as many others. Stars. I I would like to set more than two regions for my workflow and i can't figure out how. If you want to draw two different characters together without blending their features, so you could try to check out this custom node. Installation¶ Nov 12, 2023 · https://github. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. Apr 14, 2024 · After reinstalling and installing 50 plugins, I noticed that it takes a long time to load the model when using the ComfyUI_VLM_nodes node. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. An example with anime images is that they tend to be smoothed of details. You signed out in another tab or window. Can someone please explain or provide a picture on how to connect 2 positive prompts to a model? 1st prompt: (Studio ghibli style, Art by Hayao Miyazaki:1. Now with extra mask count and not-so-coupled. This workflow also has metadata included ComfyUI custom node for Attention Couple. Jul 21, 2023 · <style> body { -ms-overflow-style: scrollbar; overflow-y: scroll; overscroll-behavior-y: none; } . ComfyUIにはlatent coupleベースの領域指定法が存在しますが、こちらはUNet内のAttention層で領域分けします。 使い方 custom_nodesにくろーん Mar 10, 2023 · 先月複数キャラクターを特徴が混じらないように生成する技術が公開されました。今回はこれの改良（たぶん）手法を提案します。 Colab Attention coupleとLatent coupleの両方を試せるようになってます。比較してみてください。この実装では計算時間が半分くらいになることが確認できます。（実装が attention-couple-ComfyUI \n. ComfyUI custom node for Attention Couple. r/StableDiffusion ComfyUI custom node for Attention Couple. Contribute to haohaocreates/PR-attention-couple-ComfyUI-defff4fa development by creating an account on GitHub. Nov 12, 2023 · This approach allows selective attention coupling at relevant layers without having to recompute the entire UNet multiple times for different prompts, leading to more efficient generation of composite images than the alternative and older approach, which they refer to as “latent couple. 예시부터 보자 (위 이미지를 ComfyUI에서 로드하면 세팅된 워크플로우를 사용할 수 있다) 핵심 노드는 Attention Couple 확장 노드다. Oct 20, 2023 · If such adjustments are not necessary and you simply want to separate prompts using a single sampler, you can also utilize the attention couple introduced earlier or make use of regional conditioning. - ComfyNodePRs/PR-ComfyUI-ppm-1d1ff6ec Apr 26, 2024 · Workflow. - comfyanonymous/ComfyUI Nov 14, 2023 · Exciting new feature for the IPAdapter extesion: it's now possible to mask part of the composition to affect only a certain area And you can use multiple Mar 30, 2024 · 目次0:00 - SD Forge Attention Coupleについて1:15 - SD Forge Attent 本日は複数人物の書き分け時にもとても役立つStable Diffuison web UI Forge用の拡張機能につい Jul 24, 2024 · Attention Couple made easier for ComfyUI. 3 - made mode switching more obvious. We would like to show you a description here but the site won’t allow us. The graphic style Hello, Creating images with different prompts for each region is challenging, I tried many different options to composite multiple prompts, but only this pack contains an implementation of attention couple that gives really awesome resul Dec 3, 2023 · Self-Attention-Guidance (SAG) for ComfyUI Have been searching for this. Belittling their efforts will get you banned. Lol, in my enthusiasm on the intro screen Welcome to the unofficial ComfyUI subreddit. This approach allows selective attention coupling at relevant layers without having to recompute the entire UNet multiple times for different prompts, leading to more efficient generation of composite images than the alternative and older approach, which they refer to as “latent couple. ai/workflows/piranha_fumbling_2 Jul 5, 2024 · You signed in with another tab or window. Navigation Menu Toggle navigation Mar 29, 2024 · forked from laksjdjf/attention-couple-ComfyUI. It's definitely the way to do it if the node is always meant to be used with sd-webui-comfyui. ComfyUIのカスタムノードをまとめました。 Dec 5, 2023 · There is code in sd-webui-comfyui that loads custom nodes from A1111 extensions if they define any with the right folder hierarchy, but I wouldn't recommend it for normal nodes because it forces people to use sd-webui-comfyui to inject the nodes properly. Follow the ComfyUI manual installation instructions for Windows and Linux. Images are magnified up to 2-4x. SD Forge Attention Couple. Comfy Couple What is. And above all, BE NICE. 4/20) so that only rough outlines of major elements get created, then combines them together and does the remaining steps with Latent Couple Character Interaction You signed in with another tab or window. Reload to refresh your session. It reduces my generation speed by tenfold. Please keep posted images SFW. Contribute to Danand/ComfyUI-ComfyCouple development by creating an account on GitHub. For the positive prompts, don't forget to add the “couple” tag so that there is interaction between the prompts. Only the latent couple (two-shot) in A1111 doesn't have this problem for whatever reason. Hands are finally fixed! This solution will work about 90% of the time using ComfyUI and is easy to add to any workflow regardless of the model or LoRA you Created by: Ferniclestix: Bookmaker V1. There’s a solution to this problem: specify the prompt for a black-haired man only to the left-hand side of the image and the blonde-haired woman to the right-hand side of the image. 5 and finetuned models bring. These methods do not incur any additional overhead. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. If masks overlap at some parts, weight allows you to control which has more influence. Apr 8, 2024 · ComfyUIを使い始めて早4か月、一人のキャラクターを描くことはできつつも、複数のキャラクターをかき分けることができずにいました。 web UIを使っていたころは「Latent Couple」という拡張機能を入れれば、割と簡単に作ることができました。 しかし、ComfyUIは拡張機能が多くて、説明資料も Jun 1, 2024 · Latent Couple. Launch ComfyUI by running python main. Allows for more detailed control over image composition by applying different prompts to different parts of the image. . With support for multiple regions. true. プロンプトの領域指定を行うカスタムノードです。ComfyUIにはlatent coupleベースの領域指定法が存在しますが、こちらはUNet内のAttention層で領域分けします。 \n 使い方 \n \n; custom_nodesにくろーん \n; latent coupleと同様のノードを作る。 \n I recently switched from A1111 to ComfyUI to mess around AI generated image. Jun 9, 2024 · This method usually yields image quality a bit better than (1) and some people call it Attention Couple or Region Prompter Attention Mode. Then I created two more sets of nodes, from Load Images to the IPAdapters, and adjusted the masks so that they would be part of a specific section in the whole image. 06M parameters totally), 2) Parameter-Efficient Training (49. Ahn et al. I always used FreeU together with SAG in A1111 to eliminate some of the artifacts that SD 1. Nov 2, 2023 · --use-split-cross-attention--use-quad-cross-attention--use-pytorch-cross-attention. ComfyUI-ppm Just a bunch of random nodes modified/fixed/created by me or others. Jun 26, 2024 · A8R8 supporting nodes to integrate with ComfyUI **2024/06/26: Added Attention Couple nodes for regional prompting example (drag image to Comfy) Installation. 2), Anime Style, Manga Style, Hand drawn, cinematic, Sharp focus, humorous illustration, big depth of field, Masterpiece, concept art, trending on artstation, Vivid colors, Simplified style, trending on ArtStation, trending on CGSociety Heyho, I'm wondering if you guys know of a comfortable method for multi area conditioning in SDXL? My problem is, that Davemane42's Visual Area Conditioning module now is about 8 months without any updates and laksjdjf's attention-couple is quite complex to set up with either manual calculation/creation of the masks or many more additional nodes. If any node starts throwing errors after an update - try to delete and re-add the node. You can use the mask feature to specify separate prompts for the left and right sides. 2 stars Watchers. Gave this a try and appears to work pretty well for some initial tests. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. #comfyui #controlnet #ipadapter #attention mask #davinciresolve #workflow #download workflow download links: https://openart. Comfyui-CatVTON This repository is the modified official Comfyui node of CatVTON, which is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899. You can feed multiple regions to Attention Couple and it handles it well. 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. The tutorials focus on workflows for Text2Image with S Feb 18, 2024 · The December 2023 update of ComfyUI contained the Self_Ateention Guidance node. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Feb 26, 2024 · High quality images can be made with a combination of Self-Attention Guidance and Kohya Deep Shrinkplus Upscaling. The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. Cardano Dogecoin Algorand Bitcoin Litecoin Basic Attention Token Bitcoin Cash. WebUI의 Regional Prompt 제작자가 ComfyUI용으로 만든 확장이다. ” Jun 29, 2024 · Attention Couple Region (AttentionCoupleRegion): Facilitates creation of attention regions within AI models for precise conditioning and prioritization. You can construct an image generation workflow by chaining different blocks (called nodes) together. Multiple characters from separate LoRAs interacting with each other. Jun 29, 2024 · You can feed multiple regions to Attention Couple and it handles it well. Attention Couple made easier for ComfyUI. ” Attention Couple made easier for ComfyUI. errorContainer { background-color: #FFF; color: #0F1419; max-width The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Install the ComfyUI dependencies. Please share your tips, tricks, and workflows for using this software to create your AI art. However, batch size >1 or batch count >1 seemed to break if it created any splits (would work if just global, or global + single line). Use basic pose editing features to create compositions that express differences in height, size, and perspective, and reflect symmetry between figures. py Apr 16, 2024 · 似た機能に「Latent couple」がありますが、以下の解説によれば、Latent coupleが分割した画面ごとにU-Netを用意するのに対し、Regional Prompterは1つのU-Netの各階層にAttention coupleを設け、そこに各分割画面のプロンプトを入力します。 236 votes, 125 comments. An Extension for Forge Webui that implements Attention Couple - Haoming02/sd-forge-couple Credits to the original author, laksjdjf, whose ComfyUI Node I used to This tutorial includes 4 Comfy UI workflows using Style Aligned Image Generation via Shared Attention. Experience with regional prompting in Auto1111, InvokeAI, and forge couple shows that this is usually the case. This is pretty standard for ComfyUI, just includes some QoL stuff from custom nodes Attention Couple made easier for ComfyUI. This is a custom node that manipulates region-specific prompts. Perturbed-Attention Guidance and Smoothed Energy Guidance for ComfyUI / SD WebUI (Forge/reForge) Implementation of Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance (D. Welcome to the unofficial ComfyUI subreddit. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Sep 18, 2023 · Hello, There is 2 extensions on automatic1111 that does composable lora (to be able to use 2 different lora character for example) and latent couple (to place on a mask defined where to place your Skip to content. If you have another Stable Diffusion UI you might be able to reuse the dependencies. The new versions uses two ControlNet inputs : a 9x9 openpose faces, and a single openpose face. You signed in with another tab or window. It is much more coherent and relies heavily on the IPAdapter source image as you can see in the gallery. This is an Extension for the Forge Webui, Credits to the original author, laksjdjf, whose ComfyUI Node I used to port into Forge; Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. Oct 21, 2023 · Nodes:Attention couple. Feb 16, 2024 · example of reproduction Latent Couple Extension Apr 4, 2024 · I installed Comfy UI, open it, load default Workflow, load a XL Model, then Start, then this warning appears. I improved on my previous expressions workflow for ComfyUI by replacing the attention couple nodes by area composition ones. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. From my testing, this generally does better than Noisy Latent Composition. Code; Issues 5; Pull requests 0 . This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. The workflow has an upscaler and I set the default to 1024x1024. Using the Attention Couple Workflow Download the workflow here » This workflow gives you control over the composition of the generated image by applying sub-prompts to specific areas of the image with masking. stable-diffusion attention-couple comfyui-manager comfyui-workflow comfyui-nodes Updated Jul 3, 2024 Dec 19, 2023 · 誰が得するんだろうこんな記事 ComfyUIのカスタムノードについて 新しいノードを作るには、以下の記事が詳しいです。 UNetを改造するとき、たとえばMODELを受け取って好き勝手いじって、MODELを出力するという話なら簡単です。しかし入力時にコピーされるわけではないので、適当に改変して Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. 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). Created by: yu: What this workflow does Generate an image featuring two people. Then I saw this warning, so I reinstalled comfyui without installing any nodes and found that the warning still exists. Contribute to mira-6/ComfyUI-ComfyCouple development by creating an account on GitHub. More Topics. Generates each prompt on a separate image for a few steps (eg. New Workflow sound to 3d to ComfyUI and AnimateDiff. You switched accounts on another tab or window. Contribute to laksjdjf/attention-couple-ComfyUI development by creating an account on GitHub. How to use this workflow Please refer to the This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. - Tweaked some reroutes - added new img2img sampler component What this workflow does This workflow is designed to make book covers from a series of prompts using the HarrowD text Lora or by itself using control net along with text inputs. got prompt model_type EPS adm 2816 Using pytorch attention in VAE Working with z of Welcome to the unofficial ComfyUI subreddit. 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. apldnlytulfaskjltoozvokpcahrbeerbgywalmlpvwizwpeenymk