Attention couple comfyui

Attention couple comfyui. 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. Q: Can I use A8R8_ComfyUI_nodes with other ComfyUI extensions? I improved on my previous expressions workflow for ComfyUI by replacing the attention couple nodes by area composition ones. A lot of newcomers to ComfyUI are coming from much simpler interfaces like AUTOMATIC1111, InvokeAI, or SD. Welcome to the unofficial ComfyUI subreddit. Allows for more detailed control over image composition by applying different prompts to different parts of the image. Contribute to laksjdjf/cgem156-ComfyUI development by creating an account on GitHub. Maybe a smarter person can figure it out. Hence, I'm creating this issue. Attention Couple made easier for ComfyUI. So basically the prompt is what you see. Sep 16, 2023 · 커스텀 노드가 포함되어 있으니 ComfyUI-Manager를 통해 누락된 노드를 설치하자. 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 most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. 예시부터 보자 (위 이미지를 ComfyUI에서 로드하면 세팅된 워크플로우를 사용할 수 있다) 핵심 노드는 Attention Couple 확장 노드다. com/laksjdjf/cgem156-ComfyUI/tree/main/scripts/attention_couple 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. Resources Jun 29, 2024 · Attention Couple Region (AttentionCoupleRegion): Facilitates creation of attention regions within AI models for precise conditioning and prioritization. And above all, BE NICE. Dec 24, 2023 · It feels like it would be useful for ComfyUI to support attention masks as core functionality (there's already some code for CLIP, but it's disabled), but I things get a bit too complicated for me to figure out where the masks could be passed in to the attention layers. 5 and finetuned models bring. 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. Pic no. ComfyUI custom node for Attention Couple. It is also capable of generating random book cover graphics for use in things 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。 We would like to show you a description here but the site won’t allow us. Feb 26, 2024 · High quality images can be made with a combination of Self-Attention Guidance and Kohya Deep Shrinkplus Upscaling. Jun 29, 2024 · Solution: Make sure that the regions specified in the Attention Couple nodes are correctly defined and that the prompts are appropriate for the desired output. If you want to draw two different characters together without blending their features, so you could try to check out this custom node. 57M parameters trainable) 3) Simplified Inference (< 8G VRAM for 1024X768 resolution). Now with extra mask count and not-so-coupled. ComfyUI VS AUTOMATIC1111. 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). - 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. . Contribute to Danand/ComfyUI-ComfyCouple development by creating an account on GitHub. If you'd add this node in the Model link between Loader and Sampler, nine out Apr 4, 2024 · I installed Comfy UI, open it, load default Workflow, load a XL Model, then Start, then this warning appears. ” Attention Couple made easier for ComfyUI. )) Created by: Ferniclestix: Bookmaker V1. 0 license Activity. Feb 18, 2024 · The December 2023 update of ComfyUI contained the Self_Ateention Guidance node. Notifications You must be signed in to change notification settings; Fork 7; Star 26. is: landscape, masterpiece, high quality, dawn (this is the global prompt) landscape asia, waterfall, jungle Dec 16, 2023 · The self-attention mechanism incorrectly associates the hair color and the person. It's definitely the way to do it if the node is always meant to be used with sd-webui-comfyui. Code; Issues 5; Pull requests 0 Oct 21, 2023 · While vanilla ComfyUI employs an area specification method based on latent couples, this node divides regions using attention layers within UNet. GPL-3. From my testing, this generally does better than Noisy Latent Composition. Readme License. ComfyUI-ppm Just a bunch of random nodes modified/fixed/created by me or others. a cinematic photo of 2 men arguing, indoors, court room 2 men, jesus christ, white robe, looking at each other, shouting 2 men, santa claus, looking at each other, shouting As shown in the various examples, even if a region only contains 1 subject, it usually works better to still prompt for the This tutorial includes 4 Comfy UI workflows using Style Aligned Image Generation via Shared Attention. This is pretty standard for ComfyUI, just includes some QoL stuff from custom nodes Attention Couple made easier for ComfyUI. I always used FreeU together with SAG in A1111 to eliminate some of the artifacts that SD 1. It might be a bit confusing for beginners and intermediate users in ComfyUI, but don't worry, I got you! Main custom node: https://github. Hey all, I'm trying to modify the attention couple workflow suggested as an alternative to regional prompter. We would like to show you a description here but the site won’t allow us. NODES Attention couple ((In my case, I used custom nodes to calculate the region and the position of the masks. This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. 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 ComfyUI custom node for Attention Couple. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. A lot of people are just discovering this technology, and want to show off what they created. Jul 24, 2024 · Attention Couple made easier for ComfyUI. Stars. I I would like to set more than two regions for my workflow and i can't figure out how. I recently switched from A1111 to ComfyUI to mess around AI generated image. 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. 2 stars Watchers. Experiment with different settings to achieve the best results. 06M parameters totally), 2) Parameter-Efficient Training (49. ComfyUIのカスタムノードをまとめました。 ノードは全てcgem156🍌の中にあります。 使い方はそれぞれのリンクにあります（多分）。 一部機能はComfyUI-Custom-ScriptsのShowTextノードを利用することを前提にしています Comfy Couple What is. 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. 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). 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. - comfyorg/comfyui Welcome to the unofficial ComfyUI subreddit. Contribute to laksjdjf/attention-couple-ComfyUI development by creating an account on GitHub. The tutorials focus on workflows for Text2Image with S Dec 3, 2023 · Self-Attention-Guidance (SAG) for ComfyUI Have been searching for this. But your solution is more closer to what comfyui users do. You can use it with https://github. The new versions uses two ControlNet inputs : a 9x9 openpose faces, and a single openpose face. com/Kosinkadink/ComfyUI-Advanced-ControlNet to add attention masks for the CN nodes. 1 e. The workflow has an upscaler and I set the default to 1024x1024. Next. 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 ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. By creating and connecting nodes that perform different parts of the process, you can run Stable Diffusion. If any node starts throwing errors after an update - try to delete and re-add the node. stable-diffusion attention-couple comfyui-manager comfyui-workflow comfyui-nodes Updated Jul 3, 2024 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 attention-couple-ComfyUI \n. Just use attention couple and a workflow to separate the masks. Resources. got prompt model_type EPS adm 2816 Using pytorch attention in VAE Working with z of Feb 16, 2024 · example of reproduction Latent Couple Extension 色々なカスタムノードを詰め込んだ。. - comfyanonymous/ComfyUI Jun 2, 2024 · 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 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 ComfyUI custom node for Attention Couple. Perturbed-Attention Guidance and Smoothed Energy Guidance for ComfyUI / SD WebUI (Forge/reForge) Implementation of Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance (D. 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. 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 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. It reduces my generation speed by tenfold. For the positive prompts, don't forget to add the “couple” tag so that there is interaction between the prompts. 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. This workflow also has metadata included Nov 3, 2023 · --use-split-cross-attention--use-quad-cross-attention--use-pytorch-cross-attention. ) and Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention (Susung Hong) as an extension for ComfyUI and SD 这是stable diffusion webui的一个插件，里面包括latent couple和attention couple； 其中attention couple由latent couple脑洞而来； latent couple出来的时间也比较早了，以可以分区域渲染而著称，经常可以使用这个方法出两个人不会相互干扰的双人图，例如说下图～ Mar 29, 2024 · forked from laksjdjf/attention-couple-ComfyUI. Please keep posted images SFW. With support for multiple regions. For multiple loras it's a bit trickier, it might need a special ksampler node AFAIK. Belittling their efforts will get you banned. Lol, in my enthusiasm on the intro screen 236 votes, 125 comments. WebUI의 Regional Prompt 제작자가 ComfyUI용으로 만든 확장이다. Gave this a try and appears to work pretty well for some initial tests. 3 - made mode switching more obvious. I had the same attention couple, conditioning, then it generates the final image. This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. The graphic style Welcome to the unofficial ComfyUI subreddit. true. Please share your tips, tricks, and workflows for using this software to create your AI art. Frequently Asked Questions. Ahn et al. Dec 19, 2023 · In ComfyUI, every node represents a different part of the Stable Diffusion process. g. It is much more coherent and relies heavily on the IPAdapter source image as you can see in the gallery. jxpd bmzg mlziia qppfr sohhx uqrsi jarlh jwpekw yrsvosqy jcsrg