Gguf comfyui workflow. 5L comfyui I don't suppose anyone with a good eye can see what makes I just recently uploaded my simple ComfyUI beginner friendly Flux. 3重磅发布：音视频同步、原生 4K！全网最全的comfyUI In this episode of the ComfyUI tutorial series, we take a close look at HiDream, a free and open-source text-to-image model released by HiDream-ai. 10 torch 2. 1-dev-gguf model in ComfyUI. 5提示词反推。建一个空的Workflow，添加QwenVL (GGUF)节点，添加一个加载图像节点。显示结果文本一开始不知道用什么节点，装了一个ComfyUI-Show-Text，后面发现这个 This section lists all available workflows for generation. youve got portable comfyui, desktop and other options also, theyre all the same. This is a GGUF quantized version of LTX-2. i. Models all updated for LTX 2. Learn how to run LTX-2. Workflow Download the mp4 in the repo and open it with ComfyUI. 5 auto1111 To SD 3. Keep your characters, 文章浏览阅读2次。本文介绍了如何在星图GPU平台上自动化部署Z-Image-GGUF（阿里巴巴通义实验室开源的文生图AI模型），并配置非root用户权限以安全运行ComfyUI。通过合理的权限 Node Diagram To show the workflow graph full screen. Flux. The lora is HUGE at 7+gb total. In the search bar at the top of the Cosyflows page, type cosy or Z-Image. 3 prompting? Try this structure ⬇️ LOW VRAM workflow in the Youtube link for gguf models as well 🫶 This LTX2. Set my vae (which is the same vae as the flux2 dev) and hit run. 2（Wan 2. Join us to ex GGUF checkpoints tend to run slightly slower in ComfyUI. 2 Klein 9B GGUF Inpainting or Outpainting Generation Data LTX 2. 3 GGUF Workflow 🌟 In this video I demonstrate how to use the new LTX 2. In the locked state, you can pan and zoom the graph. 낮은 VRAM / GGUF 솔루션 GGUF 양자화 워크플로우 시작 및 끝 프레임 (FL2V) Z-Image-GGUF工作流迁移：自定义节点替换与兼容性验证 1. 공식 커스텀 노드 예제 (권장) 2단계 Distilled 워크플로우 단일 단계 (Single-Stage) ICLoRA 제어 3. 2 Klein 9B GGUF Simple Cloth Swap Workflow that will work with very simple text editing instructions in natural language to swap 2026年3月6日にComfyUIがLTX-2. 但现在，情况不同了。 阿里巴巴通义实验室开源的Z-Image模型，通过GGUF量化技术，让这一切变成了现实。 今天我要带你深入了解的，就是Z-Image的GGUF版本，特别是不同量化等 文章浏览阅读172次，点赞4次，收藏2次。本文介绍了如何在星图GPU平台上自动化部署Z-Image-GGUF（阿里巴巴通义实验室开源的文生图AI模型）镜像，快速搭建ComfyUI+GGUF环境。用 ComfyUI-GGUF: ComfyUI-GGUF adds GGUF quantization support for native ComfyUI models, enabling efficient performance on low-end GPUs by Comfyui üzerinde open source video modeliyle yapılan güzel bir çalışma olmuş. 3, basically the same workflow as LTX 2 We are still using the old LTX2 distill lora as it is working just fine for now. Has anyone encountered the same problem, or did I do something wrong? My configuration: RTX 5070 12GB Python 3. 2 Klein 9B GGUF Simple Cloth Swap Workflow that will work with very simple text editing instru All available LTX-2 models, encoders, workflows, LoRAs for ComfyUI - wildminder/awesome-ltx2 I don't know how to properly use Kijai's LTX-2 GGUF series models, I guess it should be as follows: Download the model in this library, but do I need to use the matching gguf for the Contribute to kijai/ComfyUI-WanVideoWrapper development by creating an account on GitHub. In this tutorial, we focus on generating video by locking in exact s This is a very simple ComfyUI beginner friendly Flux. This workflow can not be modified to be used for Flux. Uses the same license as the original FLUX. 2 [klein] 4B & 9B are the fastest image models in the Flux family, unifying image generation and image editing in a single, compact 通义万相 2. The text to video workflow transforms prompts into animated 2. 5_vl_7b_fp8_scaled. In ComfyUI is the most popular way to run workflows for image models like Qwen-Image-Edit or FLUX. I like stability matrix better since it exposes the startup options more clearly Learn how to build an efficient ComfyUI image-to-image workflow using Z-Image Base GGUF for sharper, more realistic results with optimized settings. 2）是阿里云推出的新一代多模态生成模型。该模型采用创新的 MoE（Mixture of Experts）架构，由高噪专家模型和低噪专家模型组成，能 . 2 Klein 9B GGUF Text to Image Generation Data into a human readable . 3 Comfyui workflow is for people who want the customised Audio lipsync, and the original LTX video audio choice, and if you have limited VRAM you can even just use the Q3 distilled lora Disclaimer: Unfortunately, Comfyui did not release a workflow for Day-0, and the GGUF community did not publish a GGUF workflow either. 2 14B I2V” 以加载工作流 或者更新你的 ComfyUI 到最新版本后，下载下 GGUF files offer various size options but require custom loaders and manual placement in your ComfyUI models directory. , 2. Create images, videos, characters, and audio in one place. 3. 3, the latest evolution in high-efficiency video generation. TIP #1 The workflows for running LTX-Video 2. The creator not only outlines Flowlens The LTX2. 3 Comfyui workflow is for people who want the customised Audio lipsync, and the original LTX video audio choice, and if you have limited VRAM you can even just use the Q3 distilled lora 老後AIチャンネルの動画で使用した素材・ワークフロー置き場 (2026年上半期)。ComfyUI json等。老後AIチャンネルの動画で使用した素材・ワークフロー置き場 (2026年上半期) ComfyUI-KJNodes VAELoaderKJ LTX2_video_vae_bf16. 2 Klein 9B LORA (unless you have a similar LORA), but if you want to or you This LTX2. 3 Comfyui workflow is for people who want the customised Audio lipsync, and the original LTX video audio choice, and if you have limited VRAM you can even just use the Q3 distilled lora Hi folks, this is CCS. 3 GGUF models that can run on 12GB–16GB VRAM GPUs. The In this video, I break down 3 different ComfyUI workflows tailored for different GPU capabilities, allowing you to generate high-quality AI videos without melting your graphics card. Node Diagram To show the workflow graph full screen. To toggle the lock state of the workflow graph. gguf but they don't work with this fp8 one. The creator not only outlines Flowlens The current release is V2, a single ComfyUI workflow kept directly at the repository root. unsloth/LTX-2. 🔥 What you Learn more 🌟 LTX 2. LTX2. This is a set of very simple In & Outpaint Workflows that helps you to save your Flux. e. The video covers four main workflows: text-to Learn how to build a complete ComfyUI workflow from scratch for the LTX 2. Explore features, VRAM optimization, workflows, and advanced Learn how to load and use the Flux Dev model in GGUF format with ComfyUI, enabling smooth, efficient image generation on PCs that have only 4 ComfyUI-GGUF allows running it in much lower bits per weight variable bitrate quants on low-end GPUs. I had to modify the workflow myself. Contribute to calcuis/gguf development by creating an account on GitHub. 项目背景与迁移挑战 如果你正在使用ComfyUI，并且想把工作流迁移到支持GGUF格式的Z-Image模型上，可能会遇到一些头疼 How to Run FLUX GGUF Files with ComfyUI The FLUX. 3 GGUF in ComfyUI for image-to-video and text-to-video generation. * **Flexible Naming**: Supports custom 两阶段蒸馏工作流 (Two-Stage Distilled) 先生成低清结构 -> 再空间放大，速度与质量的完美平衡。 GET WORKFLOW 单阶段全流程 (Single-Stage) 适合快速测试迭代，流程简单直接。 GET WORKFLOW FLUX. Uses tooling This LTX2. For further VRAM savings, a node to load a quantized version of the T5 text encoder is also We’re on a journey to advance and democratize artificial intelligence through open source and open science. 3 FP8 (23GB) vs 8GB VRAM! Free 1080p T2V ComfyUI Workflow + Prompting 🚀 SD 3. 3重磅发布：音视频同步、原生 4K！全网最全的comfyUI 0 260 Open Unverified Workflow Share Workflow Generates in about -- secs t tiagotauruzdev Z-Image-Turbo Fun Union ControlNet workflow This workflow uses the Z-Image-Turbo Fun Union ControlNet model to generate images with ControlNet Use the LTX official workflow\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI * **Workflow Embedding**: Supports saving the full ComfyUI workflow into the PNG, allowing drag-and-drop to reproduce the generation. You'll learn how to manage 本文介绍了在星图GPU平台上自动化部署Z-Image-GGUF阿里巴巴通义实验室开源的文生图AI模型的方案。该方案通过LVM磁盘分区规划与output目录独立挂载，有效解决了AI图片生成服务中存储空间动态 In this tutorial, you will learn how to implement image generation using FLUX. 3 GGUF version locally using This is a very simple workflow that helps you to save your Flux. 15. 3に対応しました。 モデルが46GBあるのでVRAM16GBじゃ無理かなと思ったんですが、生成できたので簡単に使い方を紹介します。 既にQuantStackからGGUFもリ This is a GGUF quantized version of LTX-2. This The ComfyUI-QwenVL custom node integrates the powerful Qwen-VL series of vision-language models (LVLMs) from Alibaba Cloud, including the The LTX2. The workflow to reproduce the video is embedded in the file. 40 gb vram gerekli :) Gguf sürümleri elbet çıkacaktır. While WAN 2. 5L comfyui workflow causing black images Ben Lee ComfyUI 47w · Public I made a leap from SD 1. 3 is the undisputed king of speed 更多AI前沿科技资讯，请关注我们： closerAI-一个深入探索前沿人工智能与AIGC领域的资讯平台 【closerAI ComfyUI】“开源天花板”LTX2. safetensors LTX2_audio_vae_bf16. Step-by-step guide for gguf node for comfyui. org is your official BPMN resource for Business Process Model and Notation. In Add the UNet Loader (GGUF) node. Today we’re diving into LTX-2. 2-dev-GGUF. Image-to-image workflows are one of the most powerful ways to refine AI-generated visuals, especially when you want better structure, improved lighting, or stronger realism without Set up Wan 2. gguf: The gguf node for ComfyUI integrates gguf functionality, enhancing user interface capabilities by streamlining processes and improving efficiency within Clip-l for GGUF t5 models OFFICIAL gguf models advance gguf workflow MY UNIQUE EDITION model MY MERGE *** remember the gguf Z-Image-GGUF工作流迁移：自定义节点替换与兼容性验证 1. gguf and use it as the UNet in your pipeline. 3-GGUF uses Unsloth Dynamic 2. 2 Klein 9B GGUF Simple Cloth Swap Workflow on CivitAI ( You can find this here - Pruned Model nf4 (6. It's now compatible with ComfyUI, and in 请更新你的 ComfyUI 到最新版本，并通过菜单 工作流 -> 浏览模板 -> 视频 找到 “Wan2. Low VRAM / GGUF Solutions GGUF Quantized FL2V (Start-to-End) Troubleshooting (FAQ) Q: In this video I walk through multiple working ComfyUI workflows so you can start generating high-quality AI video locally with Low Vram that actually work using the Gemma GGUF so no misleading titles. Browse the results to find the specific workflow you wish to use (e. In this video, I have explained how to run the LTX 2. 项目背景与迁移挑战 如果你正在使用ComfyUI，并且想把工作流迁移到支持GGUF格式的Z-Image模型上，可能会遇到一些头疼 ComfyUI ist eine flexible, knotenbasierte Schnittstelle, die zum Ausführen und Testen von KI-Diffusionsmodellen entwickelt wurde. However, if you are building a complex workflow that involves other models or using heavy LLMs with ollama, GGUF files can help prevent 2. 3に対応しました。 モデルが46GBあるのでVRAM16GBじゃ無理かなと思ったんですが、生成できたので簡単に使い方を紹介します。 既にQuantStackからGGUFもリ 两阶段蒸馏工作流 (Two-Stage Distilled) 先生成低清结构 -> 再空间放大，速度与质量的完美平衡。 GET WORKFLOW 单阶段全流程 (Single-Stage) 适合快速测试迭代，流程简单直接。 GET WORKFLOW 📂 Workflows & Model Downloads 💡 ComfyUI workflows can be found here: 👉 Workflow Collection (WIP) 📦 Model files (T2V, I2V, Phantom, VACE): 👉 Main awesome-comfyui - **LoraHelper Chat Nodes** - based chat nodes for image description, tagging and prompt enhancement using GGUF models (Workflows created today) I took the published workflow from comfy for flux2 klein base 9b, replaced the clip and diffusion loaders with the gguf loaders. Select FLUX. for the demo workflow (picture) above, you could get the test model gguf here, test it whether you can generate the similar outcome or not. • qwen_2. 3 video model. It simplifies the process of creating image generation workflows by allowing users to easily connect Erfahren Sie, wie Sie die Bilderzeugung mit FLUX. 1+cu130 ComfyUI 0. 3 models require updates. 2 in ComfyUI with GGUF for efficient, cinematic video generation. 低 VRAM / GGUF 量子化ソリューション GGUF 量子化ワークフロー 最初と最後のフレームを固定 (FL2V) よくある質問とトラブルシューティング (FAQ) Q: 実行時に「Model Not Found」と表 先试一下单独跑Qwen3. 3 AI video model. 1 Welcome to Episode 14 of our ComfyUI tutorial series! In this video, I’ll guide you through how to use ControlNet with Flux to control your image generations. 0 - BPMN. Uses tooling Struggling with LTX-2. 2-dev Ai_legacyy its comfyui workflow. The clip, lora, and vae are as shown in the image. 낮은 VRAM / GGUF 솔루션 GGUF 양자화 워크플로우 시작 및 끝 프레임 (FL2V) Wij willen hier een beschrijving geven, maar de site die u nu bekijkt staat dit niet toe. Official Custom Node Workflows Two-Stage Distilled Single-Stage ICLoRA Control 3. safetensors 2026年3月6日にComfyUIがLTX-2. In the Learn how to load and use the Flux Dev model in GGUF format with ComfyUI, enabling smooth, efficient image generation on PCs that have only 4 Learn how to build an efficient ComfyUI image-to-image workflow using Z-Image Base GGUF for sharper, more realistic results with optimized settings. Es vereinfacht den Prozess der Erstellung von Bilderzeugungs Providing the most accurate and up to date information about BPMN 2. 3 is finally here, and it is a massive milestone for open-source AI video generation! Upgraded to 22B parameters, it now features stunning 9:16 vertica This is a very simple ComfyUI beginner friendly Flux. 3 audio image to video workflow for running hub can generate 1920x1080, 20-second workflows on the platform. txt file. V2 replaces the earlier split between general, portrait, and GGUF workflow variants. 3重磅发布：音视频同步、原生 4K！全网最全的comfyUI 更多AI前沿科技资讯，请关注我们： closerAI-一个深入探索前沿人工智能与AIGC领域的资讯平台 【closerAI ComfyUI】“开源天花板”LTX2. Ses ve görüntüyü input olarak vermeniz gerekiyor. 2 Klein 4B models as it has a hard dependancy for a Flux. 3 audio image to video 工作流 for running hub，可以在平台上生 In this video, Daitai Chenguang Studio provides an in-depth exploration of the latest architecture and performance enhancements in the LTX 2. 1 is an advanced AI model designed for generating high-quality visuals from ComfyUI is a flexible, node-based interface designed for running and testing AI diffusion models. 1 dev and schnell open source text-to-image generation models offer unmatched quality Image-to-image generation with Z-Image-Turbo GGUF in ComfyUI builds directly on the same workflow used for text-to Learn how to upscale images using ComfyUI and the Flux model with GGUF support and ControlNet integration. The workflows were fine with Qwen-Image-Edit-2511- Q6_K. 1-dev-gguf in ComfyUI implementieren. 0 methodology for SOTA performance. 75 KB) <- ComfyUI Simple Hybrid Workflow 简易混合采样工作流 Redcraft DX3 更多AI前沿科技资讯，请关注我们： closerAI-一个深入探索前沿人工智能与AIGC领域的资讯平台 【closerAI ComfyUI】“开源天花板”LTX2. Ensure that your GGUF files are correctly placed in the designated "unet" directory to be detected by the node. GGUF is of the best and efficient formats for running Effective Workflow for GGUF Variants with LORA and Upscaling Despite the release of Flux some time ago, finding a functioning workflow for #fluxai #comfyui #openwebuiSeamlessly integrate powerful tools like ComfyUI and OpenAI's DALL-E 3 to create stunning visuals from text prompts. With gguf, you can convert Learn how to load and use the Flux Dev model in GGUF format with ComfyUI, enabling smooth, efficient image generation on PCs that have only 4 Node Diagram To show the workflow graph full screen. 2 excels in raw cinematic fidelity, LTX-2. GGUF is particularly useful for AI artists who want to streamline their workflow by converting and managing model files efficiently. Important layers are upcasted to higher precision. 项目背景与迁移挑战 如果你正在使用ComfyUI，并且想把工作流迁移到支持GGUF格式的Z-Image模型上，可能会遇到一些头疼 Z-Image-GGUF工作流迁移：自定义节点替换与兼容性验证 1. . g. safetensors • I don't know how to properly use Kijai's LTX-2 GGUF series models, I guess it should be as follows: Download the model in this library, but do I need to use the matching gguf for the TLDR This tutorial explores the new Flux 2 ComfyUI workflows, showcasing how to use up to 10 reference images in a single creation. Hi guys! Does anyone maybe have a reliable workflow which uses audio + image + LTX2 that can work locally on an RTX4090 (24GB VRAM) in 1080p? The usecase is creating lipsynced shots for music LTX 2. OpenArt Suite is your all-in-one AI creator studio. 3 Q5: 20s Image-to-Video on 8GB VRAM! (720p Free ComfyUI Workflow) LTX 2. 9. Diese Anleitung behandelt Installation, Modell-Downloads, Workflow-Design und Konfigurationen für 3. Learn how to build a complete ComfyUI workflow from scratch for the LTX 2. Before you proceed, I strongly suggest backing up your ComfyUI portable folder—specifically the python_embeded, I haven't tested the other 2 I2V workflows yet. In this tutorial, we focus on generating video by locking in exact start and end frames, giving you much LTX 2. Verify that the selected unet_name for the demo workflow (picture) above, you could get the test model gguf here, test it whether you can generate the similar outcome or not. 3 is a popular AI model for generating high quality videos using text to video and image to video workflows. 73 GB) <- NVFP4 Mixed 混合精度 （BLACKWELL 50系加速） Training Data (3. A guide to install models, load the workflow, and generate videos. yzyu suywvk tnggrpvju uibh kqhyv bqaik skqbb quza mohjncvpd keehg