Ipadapter comfyui workflow. In the example images I loaded 4 old time Santa and Christmas images in the 4 Style Image boxes. The process involves using SDXL to generate a portrait, feeding reference images into Instant ID and IP Adapter to capture detailed facial features. Face Masking feature is available now, just add the "ReActorMaskHelper" Node to the workflow and connect it as shown below: Nov 13, 2023 · ControlNet + IPAdapter. 5 Workflow For Consistent Reference Sheets Mar 25, 2024 · JBOOGX & MACHINE LEARNER ANIMATEDIFF WORKFLOW - Vid2Vid + ControlNet + Latent Upscale + Upscale ControlNet Pass + Multi Image IPAdapter + ReActor Face Swap HEY EVERYONE! I’m thrilled to share that you can copy the ComfyUI workflows from our tutorial videos absolutely FREE!But here's the thing Creating these in-depth tutorials takes time, passion, and a whole lotta coffee! ☕ Since I'm committed to keeping these resources free and accessible to everyone without pesky sponsors, I'm relying on the generosity of awesome viewers like YOU!By Dec 30, 2023 · There's a basic workflow included in this repo and a few examples in the examples directory. 2. Usually it's a good idea to lower the weight to at least 0. Introduction to FLUX. It's ideal for experimenting with aesthetic modifications and Restart the ComfyUI machine in order for the newly installed model to show up. If you like my work and could spare some support for a struggling artist, it is always appreciated Since my last video Tancent Lab released two mode Face models and I had to change the structure of the IPAdapter nodes so I though I'd give you a quick updat Jan 29, 2024 · 2. Visit the GitHub page for the IPAdapter plugin, download it or clone the repository to your local machine via git, and place the downloaded plugin files into the custom_nodes/ directory of ComfyUI. 0. Like 0. 1. Please keep posted images SFW. safetensors lllyasvielcontrol_v11p_sd15_lineart. com/watch?v=vqG1VXKteQg This workflow mostly showcases the new IPAdapter attention masking feature. 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. IPAdapter: Enhances ComfyUI's image processing by integrating deep learning models for tasks like style transfer and image enhancement. templates) that already include ComfyUI environment. Achieve flawless results with our expert guide. This is a thorough video to video workflow that analyzes the source video and extracts depth image, skeletal image, outlines, among other possibilities using ControlNets. You signed out in another tab or window. Leaderboard. Created by: James Rogers: What this workflow does 👉 This workflow is an adaptation of a couple of my other nodes. This one just takes 4 images that get fed into the IPAdapter in order to create an image in the style and with the color of the images. As the developer, behind both the ComfyUI IPAdapter add on and the Instant ID tool, I'm thrilled to showcase the features and details of Instant ID, a tool crafted to enhance portraits with style and accuracy. We'll explore the updated face modules for improved stability and delve into each segment of the workflow, aiming to create a new character while leveraging previous generations to guide our IPAdapter through effective masking. To unlock style transfer in ComfyUI, you'll need to install specific pre-trained models – IPAdapter model along with their corresponding nodes. New. If you find ComfyUI confusing this is a nice straight forward but powerful workflow. IP-Adapter SD 1. Workflow Templates. Upload the video and let Animatediff do its thing. The IP Adapter lets Stable Diffusion use image prompts along with text prompts. Created by: Malich Coory: This is my relatively simple all in one workflow. Jul 18, 2024 · There is Docker images (i. Use the following workflow for IP-Adapter SD 1. Load your own wildcards into the Dynamic Prompting engine to make your own styles combinations. The IPAdapter model has to match the CLIP vision encoder and of course the main checkpoint. Installing the Use Everywhere custom node IPAdapter Plus. ComfyUI_IPAdapter_plus 「ComfyUI_IPAdapter_plus」は、「IPAdapter」モデルの「ComfyUI」リファレンス実装です。メモリ効率が高く、高速です。 ・IPAdapter + ControlNet 「IPAdapter」と「ControlNet」の組み合わせることができます。 ・IPAdapter Face 顔を Welcome to the unofficial ComfyUI subreddit. All you need to have is a video of a single subject with actions like walking or dancing. ReActorBuildFaceModel Node got "face_model" output to provide a blended face model directly to the main Node: Basic workflow 💾. be/Hbub46QCbS0) and IPAdapter (https://youtu. You can also decrease the lenght by reducing the batch size (number of frames) regardless what says the prompt schedule (useful for doing quick tests) Install Guide for IPAdapter for Flux in ComfyuiDownload link: https://huggingface. Cozy Clothes Swap - Customizable ComfyUI Node For Fashion Try-on: Cozy Character Turnaround - Generate And Rotate Characters and Outfits with SD 1. Then I described to the postive prompt what I For demanding projects that require top-notch results, this workflow is your go-to option. The connection for both IPAdapter instances is similar. 5, SV3D, and IPAdapter - ComfyUI Workflow: Cozy Character Face Generator - ComfyUI SD 1. I open the instance and start ComfyUI. [2023/8/29] 🔥 Release the training code. ComfyUI IPAdapter Plus. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now Apr 19, 2024 · Method One: First, ensure that the latest version of ComfyUI is installed on your computer. 0. Here are two reference examples for your comparison: IPAdapter-ComfyUI. Jun 7, 2024 · Style Transfer workflow in ComfyUI. ComfyUI IPAdapter Plus simple workflow Jun 5, 2024 · Composition Transfer workflow in ComfyUI. Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more. Note: If y Created by: azoksky: This workflow is my latest in the series of animatediff experiments in pursuit of realism. Reload to refresh your session. Through this image-to-image conditional transformation, it facilitates the easy transfer of styles Mar 29, 2024 · Assets for using IPAdapter faceid_v2-----Donate_2_Ko-fi. co/XLabs-AI/flux-ip-adapter#### Join and Support me ####Buy me a Coffee: ht Flux IP-Adapter is trained on 512x512 resolution for 50k steps and 1024x1024 for 25k steps resolution and works for both 512x512 and 1024x1024 resolution. 3 days ago · This work integrates XLabs Sampler with ControlNet and IP-Adapter, presenting an alternative version of the Minimalism Flux Workflow. AP Workflow now features an IPAdapter (Aux) function. This approach allows for more precise and controlled inpainting, enhancing the quality and accuracy of the final images. Let’s look at the nodes we need for this workflow in ComfyUI: Created by: Dennis: 04. 333. Feb 26, 2024 · Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. com/MinusZoneAI/ComfyUI-Kolors-MZ. Since LCM is very popular these days, and ComfyUI starts to support native LCM function after this commit, so it is not too difficult to use it on ComfyUI. March 2024 - the "new" IP Adapter node (IP Adapter Plus) implemented breaking changes which require the node the be re-created. The developers offer an array of built-in workflows that utilize default node functionality, demonstrating how to effectively implement LoRA. May 2, 2024 · (d) Many of the FaceIDs use LoRA in the background, so you need to use the "IPAdapter Unified Loader FaceID" and all the things will be managed automatically. md at main · cozymantis/style-transfer-comfyui-workflow The first 500 people to use my link will get a 1 month free trial of Skillshare https://skl. Please share your tips, tricks, and workflows for using this software to create your AI art. HEY EVERYONE! I’m thrilled to share that you can copy the ComfyUI workflows from our tutorial videos absolutely FREE!But here's the thing Creating these in-depth tutorials takes time, passion, and a whole lotta coffee! ☕ Since I'm committed to keeping these resources free and accessible to everyone without pesky sponsors, I'm relying on the generosity of awesome viewers like YOU!By 确保ComfyUI本体和ComfyUI_IPAdapter_plus已经更新到最新版本(Make sure ComfyUI ontology and ComfyUI_IPAdapter_plus are updated to the latest version) name 'round_up' is not defined 参考: THUDM/ChatGLM2-6B#272 (comment) , 使用 pip install cpm_kernels 或者 pip install -U cpm_kernels 更新 cpm_kernels The ComfyUI workflow featuring FaceDetailer, InstantID, and IP-Adapter is designed to enhance face swapping capabilities, allowing users to achieve highly accurate and realistic results. Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. 5 - IPAdapter Batch Unfold | ComfyUI Workflow | OpenArt. You there who thought this workflow was good! You signed in with another tab or window. That should be around $0. Enhancing Similarity with IP-Adapter Step 1: Install and Configure IP-Adapter. This FLUX IP-Adapter model, trained on high-quality images by XLabs-AI, adapts pre-trained models to specific styles, with support for 512x512 and 1024x1024 resolutions. Load your animated shape into the video loader (In the example I used a swirling vortex. Created by: OpenArt: IPADAPTER + CONTROLNET ===== IPAdapter can be of course paired with any ControlNet. safetensors lllyasvielcontrol_v11p_sd15_softedge. Jan 16, 2024 · The following outlines the process of connecting IPAdapter with ControlNet: AnimateDiff + FreeU with IPAdapter. Created by: XiaoHuangGua: In the Kolors paper, I found that the architecture used was completely consistent with SDXL's U-net architecture, so I tried IPadapter and found it to be feasible. You can chain it together with the IPAdapter (Main) function, for example, to influence the image generation with two different reference images. Comfy Workflows Comfy Workflows. Performance and Speed: In terms of performance, ComfyUI has shown speed than Automatic 1111 in speed evaluations leading to processing times, for different image resolutions. The Evolution of IP Adapter Architecture. Remember to re-start ComfyUI! Workflow. Jun 25, 2024 · IPAdapter Mad Scientist: IPAdapterMS, also known as IPAdapter Mad Scientist, is an advanced node designed to provide extensive control and customization over image processing tasks. It is akin to a single-image Lora technique, capable of applying the style or theme of one reference image to another. 5 Plus Face. The only way to keep the code open and free is by sponsoring its development. It is much more coherent and relies heavily on the IPAdapter source image as you can see in the gallery. This workflows is a very simple workflow to use IPAdapter IP-Adapter is an effective and lightweight adapter to achieve image prompt capability for stable diffusion models. 75. It combines advanced face swapping and generation techniques to deliver high-quality outcomes, ensuring a comprehensive solution for your needs. May 23, 2024 · SD Tune - Stable Diffusion Tune Workflow for ComfyUI. https://github. Adapting to these advancements necessitated changes, particularly the implementation of fresh workflow procedures different, from our prior conversations underscoring the ever changing landscape of technological progress, in facial recognition systems. Discover how to use FaceDetailer, InstantID, and IP-Adapter in ComfyUI for high-quality face swaps. We still guide the new video render using text prompts, but have the option to guide its style with IPAdapters with varied weight. ComfyUI IPAdapter Plus simple workflow. All essential nodes and models are pre-set and ready for immediate use! Plus, you'll find plenty of other great Workflows on this ComfyUI online service. Yeah what I like to do with comfyui is that I crank up the weight but also don't let the IP adapter start until very late. System Requirements. Workflow Considerations: Automatic 1111 follows a destructive workflow, which means changes are final unless the entire process is restarted. attached is a workflow for ComfyUI to convert an image into a video. 5 for inpainting, in combination with the inpainting control_net and the IP_Adapter as a reference. gumroad. e. Dec 20, 2023 · [2023/9/05] 🔥🔥🔥 IP-Adapter is supported in WebUI and ComfyUI (or ComfyUI_IPAdapter_plus). Here’s a simplified breakdown of the process: Select your input image to serve as the reference for your video. 1️⃣ Select the IP-Adapter Node: Locate and select the “FaceID” IP-Adapter in ComfyUI. Restart the ComfyUI machine in order for the newly A style transfer testing workflow for ComfyUI. You signed in with another tab or window. ckpt RealESRGAN_x2plus. We embrace the open source community and appreciate the work of the author. Simply integrate a LoRALoader node into your existing workflow. I am using images of Taylor Swift, Ma ipadapter与kolors结合使用. Jan 9, 2024 · Here are some points to focus on in this workflow: Checkpoint: I first found a LoRA model related to App Logo on Civitai(opens in a new tab). ComfyUI Workflow: IPAdapter Plus/V2 and ControlNet. 关于ComfyUI的一切，工作流分享、资源分享、知识分享、教程分享等 - xiaowuzicode/ComfyUI-- Jan 7, 2024 · And download the IPAdapter FaceID models and LoRA for SDXL: FaceID to ComfyUI/models/ipadapter (create this folder if necessary), FaceID SDXL LoRA to ComfyUI/models/loras/. Workflow is Discovery, share and run thousands of ComfyUI Workflows on OpenArt. A ComfyUI workflow for the Stable Diffusion ecosystem inspired by Midjourney Tune. - style-transfer-comfyui-workflow/README. 🌟 In this tutorial, we'll dive into the essentials of ComfyUI FLUX, showcasing how this powerful model can enhance your creative process and help you push the boundaries of AI-generated art. Load your reference image into the image loader for IP-Adapter. ComfyUI also supports LCM Sampler, Source code here: LCM Sampler support Controlnet (https://youtu. You switched accounts on another tab or window. Always check the "Load Video (Upload)" node to set the proper number of frames to adapt to your input video: frame_load_cape to set the maximum number of frames to extract, skip_first_frames is self explanatory, and select_every_nth to reduce the number of frames. In this workflow, we utilize IPAdapter Plus, ControlNet QRcode, and AnimateDiff to transform a single image into a video. IPAdapter-ComfyUI simple workflow. Applying a single LoRA can be quite straightforward. Nov 13, 2023 · 兩個 IPAdapter 的接法大同小異，這邊給大家兩個對照組參考一下， IPAdapter-ComfyUI. Contest Winners. it will change the image into an animated video using Animate-Diff and ip adapter in ComfyUI. The IPAdapter (Aux) function features the IP Adapter Mad Scientist node. Everything about ComfyUI, including workflow sharing, resource sharing, knowledge sharing, tutorial sharing, and more. 这是他的项目地址 Cozy Clothes Swap - Customizable ComfyUI Node For Fashion Try-on: Cozy Character Turnaround - Generate And Rotate Characters and Outfits with SD 1. I showcase multiple workflows using Attention Masking, Blending, Multi Ip Adapters Aug 26, 2024 · Generate stunning images with FLUX IP-Adapter in ComfyUI. 5. 8. Users start by generating a base portrait using SDXL, which can then be modified with the FaceDetailer for precise The original IPAdapter ('IPAdapter-ComfyUI') is deprecated and has been moved to the legacy channel. RunComfy: Premier cloud-based Comfyui for stable diffusion. If you need to work on LoRA, then download these models and save them inside "ComfyUI_windows_portable\ComfyUI\models\loras" folder. 5 Workflow For Consistent Reference Sheets Dec 7, 2023 · [Inner-Reflections] Vid2Vid Style Conversion SDXL - STEP 2 - IPAdapter Batch Unfold | ComfyUI Workflow | OpenArt [Inner-Reflections] Vid2Vid Style Conversion SD 1. safetensors control_v2p_sd15_mediapipe_face. A more complete workflow to generate animations with AnimateDiff. Download our IPAdapter from huggingface, May 2, 2024 · Integrating an IP-Adapter is often a strategic move to improve the resemblance in such scenarios. 5 models and ControlNet using ComfyUI to get a C Disclaimer This workflow is from internet. All the KSampler and Detailer in this article use LCM for output. Change the unified loader setting according to the table above. ComfyUI IPAdapter Plugin is a tool that can easily achieve image-to-image transformation. Different Versions of FLUX. Given a reference image you can do variations augmente. Video tutorial: https://www. Optimize from my previous faceswap workflow to simplify and better result Also the IPAdapter strength sweet spot seems to be between 0. This is a basic tutorial for using IP Adapter in Stable Diffusion ComfyUI. ⚙ ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Comfy Dungeon; Not to mention the documentation and videos tutorials. com/Wear Any Outfit using IPADAPTER V2 (Easy Install in ComfyUI) + Workflow🔥 Ne Feb 11, 2024 · 「ComfyUI」で「IPAdapter + ControlNet」を試したので、まとめました。 1. A pretty low-effort workflow is all that is required: - Faceswap with 4k/8k resolution images - Reactore -> Ipadapter FaceID V2 . Aug 26, 2024 · FLUX is a cutting-edge model developed by Black Forest Labs. May 12, 2024 · PuLID pre-trained model goes in ComfyUI/models/pulid/ (thanks to Chenlei Hu for converting them into IPAdapter format) The EVA CLIP is EVA02-CLIP-L-14-336, but should be downloaded automatically (will be located in the huggingface directory). Nov 25, 2023 · LCM & ComfyUI. When you use LoRA, I suggest you read the LoRA intro penned by the LoRA's author, which usually contains some usage suggestions. ComfyUI Academy. 感谢节点作者wailovet提供的一切. How to use this workflow. Merge 2 images together with this ComfyUI workflow: View Now: ControlNet Depth Comfyui workflow: Use ControlNet Depth to enhance your SDXL images: View Now: Animation workflow: A great starting point for using AnimateDiff: View Now: ControlNet workflow: A great starting point for using ControlNet: View Now: Inpainting workflow: A great starting IPAdapter. Install this custom node using the ComfyUI Manager. Introduction. . To execute this workflow within ComfyUI, you'll need to install specific pre-trained models – IPAdapter and Depth Controlnet and their respective nodes. 3. ) You can adjust the frame load cap to set the length of your animation. A Windows Computer with a NVIDIA Graphics card with at least 12GB of VRAM. once you download the file drag and drop it into ComfyUI and it will populate the workflow. safetensors lllyasvielcontrol_v11f1p_sd15_depth. If you are interested in the base model, please refer to my post from a few days ago. safetensors Others: All missing nodes, go to your Comfyui manager. IPAdapter models is a image prompting model which help us achieve the style transfer. 8 even. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, canny maps and so on depending on the specific model if you want good results. 5. [2023/8/30] 🔥 Add an IP-Adapter with face image as prompt. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. 5 Workflow For Consistent Reference Sheets Contribute to XLabs-AI/x-flux-comfyui development by creating an account on GitHub. pth lllyasvielcontrol_v11p_sd15_openpose. ComfyUI_IPAdapter_plus - IPAdapterAdvanced (1) - IPAdapterUnifiedLoader (1) WAS May 1, 2024 · To overcome this, Way introduces a workflow that allows for face swapping with any reference image. Oct 3, 2023 · 今回はComfyUI AnimateDiffでIP-Adapterを使った動画生成を試してみます。 「IP-Adapter」は、StableDiffusionで画像をプロンプトとして使うためのツールです。 入力した画像の特徴に類似した画像を生成することができ、通常のプロンプト文と組み合わせることも可能です。 必要な準備 ComfyUI本体の導入方法 Jan 31, 2024 · Join us for a dive, into Instant ID, a style transfer model that has caught the attention of the ComfyUI community. 5 Plus, and SD 1. 這樣你大概可以瞭解 AnimateDiff 與 IPAdapter 的連接方法了。 ControlNet and T2I-Adapter Examples. The noise parameter is an experimental exploitation of the IPAdapter models. We will cover: 1. Empowers AI Art creation with high-speed GPUs & efficient workflows, no tech setup needed. In this example we're using Canny to drive the composition but it works with any CN. Made with 💚 by the CozyMantis squad. I improved on my previous expressions workflow for ComfyUI by replacing the attention couple nodes by area composition ones. For consistency, you may prepare an image with the subject in action and run it through IPadapter. May 12, 2024 · ComfyUI’s LoRA workflow is well-known among users. Automate any workflow Packages. The demo is here. 0 reviews. 5 and 0. [2023/8/23] 🔥 Add code and models of IP-Adapter with fine-grained features. Let’s proceed to add the IP-Adapter to our workflow. 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. I import my workflow and install my missing nodes. com Apr 26, 2024 · I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Jun 29, 2024 · Created by: Akumetsu971: Models required: AnimateLCM_sd15_t2v. There's a basic workflow included in this repo and a few examples in the examples directory. 5, SD 1. If you are the owner of this workflow and want to claim the ownership or take it down, please join our discord server and contact the team. If you're wondering how to update IPAdapter V2 i Apr 2, 2024 · ComfyUI Workflow - AnimateDiff and IPAdapter. It uses ControlNet and IPAdapter, as well as prompt travelling. Enter the OpenArt ComfyUI Workflow Contest 2023 – the ultimate challenge to build innovative ComfyUI workflows. Jun 5, 2024 · Put them in ComfyUI > models > clip_vision. Created by: CgTopTips: In this video, we show how you can transform a real video into an artistic video by combining several famous custom nodes like IPAdapter, ControlNet, and AnimateDiff. sh/mdmz01241Transform your videos into anything you can imagine. Then, I chose an instance, usually something like a RTX 3060 with ~800 Mbps Download Speed. 15/hr. In the 🌟 Visite for Latest AI Digital Models Workflows: https://aiconomist. In this example I'm using 2 Nov 29, 2023 · There's a basic workflow included in this repo and a few examples in the examples directory. Search “ipadapter” in the search box, select the ComfyUI_IPAdapter_plus in the list and click Install. Mar 25, 2024 · Workflow is in the attachment json file in the top right. Next, what we import from the IPAdapter needs to be controlled by an OpenPose ControlNet for better output. You can inpaint completely without a prompt, using only the IP 🎨 Dive into the world of IPAdapter with our latest video, as we explore how we can utilize it with SDXL/SD1. - ltdrdata/ComfyUI-Impact-Pack Share, discover, & run thousands of ComfyUI workflows. If your image input source is originally a skeleton image, then you don't need the DWPreprocessor. I have tweaked the IPAdapter settings for IPAdapter Tutorial 1. Created by: CgTopTips: Since the specific IPAdapter model for FLUX has not been released yet, we can use a trick to utilize the previous IPAdapter models in FLUX, which will help you achieve almost what you want. Apr 29, 2024 · 1. You can easily run this ComfyUI AnimateDiff and IPAdapter Workflow in RunComfy, ComfyUI Cloud, a platform tailored specifically for ComfyUI. See full list on github. 120. Quickly generate 16 images with SDXL Lightning in different styles. This node builds upon the capabilities of IPAdapterAdvanced, offering a wide range of parameters that allow you to fine-tune the behavior of the model and the ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. 🚀. MAURICIO Oct 13, 2023 · Saved searches Use saved searches to filter your results more quickly ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Comfy Dungeon; Not to mention the documentation and videos tutorials. Created by: traxxas25: This is a simple workflow that uses a combination of IP-Adapter and QR code monster to create dynamic and interesting animations. youtube. Utilising fast LCM generation with IP-Adapter and Control-Net for unparalleled control into AnimateDiff for some amazing results . The launch of Face ID Plus and Face ID Plus V2 has transformed the IP adapters structure. update of a workflow with flux and florence. be/zjkWsGgUExI) can be combined in one ComfyUI workflow, which makes it possible to st Mar 27, 2024 · We will explore the latest updates in the Stable Diffusion IPAdapter Plus Custom Node version 2 for ComfyUI. 06. So that the underlying model makes the image accordingly to the prompt and the face is the last thing that is changed. Feb 5, 2024 · This guide incorporates strategies from Latent Vision with a focus on utilizing IPAdapter. Update: Changed IPA to new IPA Nodes This Workflow leverages Stable Diffusion 1. Win prizes, gain recognition, and shape the future of AI art generation! Mar 16, 2024 · IP Adapter - SUPER EASY! 🔥🔥🔥The IPAdapter are very powerful models for image-to-image conditioning. 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. May 14, 2024 · In this ComfyUI video, we take 3 sets of images and incorporate them into our final output using IPAdapter and Masking. ufrhw gnomp ouzv nmyxnx lgaoj vwgy lofuat lgn vdbrz ija