{"id":5037,"date":"2025-03-20T00:00:51","date_gmt":"2025-03-19T16:00:51","guid":{"rendered":"https:\/\/infernews.com\/?page_id=5037"},"modified":"2026-01-30T23:03:05","modified_gmt":"2026-01-30T15:03:05","slug":"comfyui-wan","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/comfyui-wan\/","title":{"rendered":"ComfyUI &#8211; WAN"},"content":{"rendered":"<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ComfyUI Wan 2.2 SVI Pro: Perfect Long Video Workflow (No Color Shift)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_PJnTcVOqJCM\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPJnTcVOqJCM%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/PJnTcVOqJCM\" \/><meta itemprop=\"duration\" content=\"PT10M51S\" \/><meta itemprop=\"uploadDate\" content=\"2026-01-03T19:05:28Z\" \/><\/div><div id=\"lyte_PJnTcVOqJCM\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPJnTcVOqJCM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ComfyUI Wan 2.2 SVI Pro: Perfect Long Video Workflow (No Color Shift)<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/PJnTcVOqJCM\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPJnTcVOqJCM%2F0.jpg\" alt=\"ComfyUI Wan 2.2 SVI Pro: Perfect Long Video Workflow (No Color Shift)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"In this video, I show you how to generate continuous AI videos longer than 40 seconds with perfect character consistency. Most users struggle with faces melting or motion getting stuck after the first few seconds. I break down my exact &quot;Manual SVI&quot; method that fixes this in just one click. I walk you through the complete workflow using the Smooth Mix Wan 2.2 model instead of the standard version. You will see why this specific model handles complex motion\u2014like a Tom and Jerry chase scene\u2014much better than the base model. I also explain why you must delete the &quot;Inspector Blend&quot; node if you want your characters to actually move. If you have a low VRAM GPU, I cover the GGUF settings and the specific &quot;Shift&quot; values you need to change to prevent color distortion in long clips. Resources &amp; Files You Need: Model: Smooth Mix Wan 2.2 (High Noise &amp; Low Noise) https:\/\/civitai.com\/models\/1995784?modelVersionId=2260110 https:\/\/civitai.com\/models\/1995784?modelVersionId=2259006 GGUF: https:\/\/huggingface.co\/Bedovyy\/smoothMixWan22-I2V-GGUF\/tree\/main LoRA 1: Rank 64 LightX2V (Dec 17th Version) https:\/\/huggingface.co\/lightx2v\/Wan2.2-Distill-Loras\/tree\/main https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/tree\/main\/LoRAs\/Stable-Video-Infinity\/v2.0 LoRA 2: SVI V2 Pro I2V https:\/\/huggingface.co\/vita-video-gen\/svi-model\/tree\/main\/version-2.0 Extras: Wan 2.2 Text Encoder &amp; VAE Workflow: https:\/\/aistudynow.com\/wan-2-2-svi2-pro-workflow-guide-for-long-ai-videos\/ #Wan2 #ComfyUI #SVI2Pro #AIVideo\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"WAN 2.2 Enhance Workflow Update\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_LP-qWaoqjkk\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FLP-qWaoqjkk%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/LP-qWaoqjkk\" \/><meta itemprop=\"duration\" content=\"PT1M35S\" \/><meta itemprop=\"uploadDate\" content=\"2025-12-23T07:17:43Z\" \/><\/div><div id=\"lyte_LP-qWaoqjkk\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FLP-qWaoqjkk%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">WAN 2.2 Enhance Workflow Update<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/LP-qWaoqjkk\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FLP-qWaoqjkk%2F0.jpg\" alt=\"WAN 2.2 Enhance Workflow Update\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"#ComfyUI #AIArt #ComfyUITutorial #StableDiffusion #AIVideo Model Download: https:\/\/civitai.com\/models\/2053259?modelVersionId=2376074 Worfklow Free Download: https:\/\/civitai.com\/models\/2245346\/wan-22-enhance-model-gguf-workflow Patreon: https:\/\/patreon.com\/ApexArtist Cloud Comfyui: https:\/\/console.runc.ai?referral_code=04348jvw2yo1ph6q Welcome to Apex Artist \u2014 your ultimate hub for ComfyUI workflows, AI-powered creativity, and cutting-edge art generation techniques. We explore the best AI tools, step-by-step tutorials, tips for advanced AI image and video creation, and workflow optimizations to help you master AI art like a pro. Whether you&#039;re a beginner or a seasoned creator, this channel is your gateway to pushing the boundaries of creativity with AI. #ComfyUI #ComfyUI tutorial #ComfyUI workflows #comfyui install #comfyui manager #Stable Diffusion #AI art #AI art tutorial #AI image generation #AI video generation #ai video #ai video editing #free ai video generator #image to video ai #ai animation #AI upscaling #AI tools #AI art tips #AI art techniques #ComfyUI nodes #ComfyUI beginners guide #wan 2.2 #qwen image edit #8 vram #generative AI\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan Move: Precise Motion Path Control for AI Video|Master Wan Move Trajectories &amp;amp; Camera Control\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_qyIyZY2tIAw\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqyIyZY2tIAw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/qyIyZY2tIAw\" \/><meta itemprop=\"duration\" content=\"PT10M17S\" \/><meta itemprop=\"uploadDate\" content=\"2025-12-12T03:30:20Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_qyIyZY2tIAw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqyIyZY2tIAw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan Move: Precise Motion Path Control for AI Video|Master Wan Move Trajectories &amp; Camera Control<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/qyIyZY2tIAw\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqyIyZY2tIAw%2F0.jpg\" alt=\"Wan Move: Precise Motion Path Control for AI Video|Master Wan Move Trajectories &amp;amp; Camera Control\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Meet Wan Move, a powerful new model designed to give you precise control over AI video generation using motion trajectories. Unlike previous tools like ATI, Wan Move offers easier drawing tools and better adherence to physical laws. In this ComfyUI tutorial, I&#039;ll walk you through the full workflow using Kijai&#039;s Wan Video extension. We will test: Single Object Control: Guiding a finger&#039;s movement. Multi-Object Control: Separating a bird from a hand using dual trajectories (and the limitations we found!). Camera Movement: Simulating a zoom-in effect using radial splines. #runninghub #ComfyUI #WanMove #AIVideo #MotionControl #Trajectory #WanVideo #GenerativeAI #Kijai #StableDiffusion #RunningHub #MotionPath ------------------------------------------------------------------------------------------------------------------------ github-code https:\/\/github.com\/ali-vilab\/Wan-Move WanVideoWrapper https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper model download https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/WanMove\/Wan21-WanMove_fp16.safetensors https:\/\/huggingface.co\/Kijai\/WanVideo_comfy_fp8_scaled\/blob\/main\/WanMove\/Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors try the workflow online 1: wanvideo_WanMove_I2V_example Experience link: https:\/\/www.runninghub.ai\/post\/1998599416028258305\/?inviteCode=kol02-rh021 Runninghub Fan Benefit: Register to get 1,000 RHB https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/blob\/main\/workflow\/2025-12-12wanvideo_WanMove_I2V_example.json ------------------------------------------------------------------------------------------------------------------------\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ComfyUI OVI Workflow: Text &amp;amp; Image to 10s Video on Low VRAM\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_8UxSo2zoSVQ\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F8UxSo2zoSVQ%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/8UxSo2zoSVQ\" \/><meta itemprop=\"duration\" content=\"PT11M41S\" \/><meta itemprop=\"uploadDate\" content=\"2025-11-18T23:52:39Z\" \/><\/div><div id=\"lyte_8UxSo2zoSVQ\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F8UxSo2zoSVQ%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ComfyUI OVI Workflow: Text &amp; Image to 10s Video on Low VRAM<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/8UxSo2zoSVQ\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F8UxSo2zoSVQ%2F0.jpg\" alt=\"ComfyUI OVI Workflow: Text &amp;amp; Image to 10s Video on Low VRAM\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"I\u2019m using the ComfyUI OVI workflow to turn text and images into a 10 second video on a low VRAM GPU. In this tutorial I show you how to set up OVI 11B FP8 or BF16 in ComfyUI, pick the right model file, and get clean video and audio in one render. You have to put the Wan 2.2 VAE, UMT5 text encoder, main OVI model and MMAudio files in the correct ComfyUI folders first. Then I open the OVI Engine Loader in the workflow and walk through the settings step by step. You see how I set resolution, frames and audio length for a real 10 second clip, how I write prompts with speech tags and background sound, and how I switch from text to video to image to video inside the same graph. I also test 50, 30, 20 and 10 steps on low VRAM settings with a LoRA, so you can copy the CFG and step values that work on mid range GPUs. If this ComfyUI OVI video helps you, you can like, comment with your GPU, and subscribe for more ComfyUI OVI tutorials. Workflow: https:\/\/aistudynow.com\/comfyui-ovi-workflow-guide-clean-10s-video-on-low-vram\/ #comfyuiovi #ovi11b #comfyui #aivideo #comfyuitutorial\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"QWEN + WAN = AI Compositing in Comfyui\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_x7xYV9gsrXU\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fx7xYV9gsrXU%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/x7xYV9gsrXU\" \/><meta itemprop=\"duration\" content=\"PT7M9S\" \/><meta itemprop=\"uploadDate\" content=\"2025-12-09T02:18:52Z\" \/><\/div><div id=\"lyte_x7xYV9gsrXU\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fx7xYV9gsrXU%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">QWEN + WAN = AI Compositing in Comfyui<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/x7xYV9gsrXU\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fx7xYV9gsrXU%2F0.jpg\" alt=\"QWEN + WAN = AI Compositing in Comfyui\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Download the workflows from these videos - https:\/\/youtu.be\/np99SCBUNo4?si=6KM4EgaJqDchVLn- https:\/\/youtu.be\/H__el-RhzuM?si=y4BH2IuJvcXaqVbR In this video, I show you a full AI compositing pipeline where I take a still image of a car with completely different lighting, relight and integrate it using QWEN Image Edit 2509 + Fusion + Relight LoRA, and then use WAN Image-to-Video (VACE) to replace the car across the entire moving shot. This workflow keeps the original plate 100% intact, only modifying the masked areas, and gives you a production-friendly composite that actually holds up in motion. \u2b50 What You\u2019ll Learn How to match lighting using QWEN + Relight LoRA How Fusion LoRA preserves the plate and prevents color\/detail shifts How to build a perfect hero frame before going to video How WAN VACE replaces the object throughout the full shot How to avoid flicker, artifacts, and strange AI hallucinations Why combining QWEN for the still frame + WAN for motion creates the cleanest results Whether you&#039;re a VFX compositor, DMP artist, filmmaker, or AI enthusiast, this is one of the most practical AI workflows you can use today. \ud83d\udd27 Tools Used QWEN Image Edit 2509 Fusion LoRA Relight LoRA WAN 2.2 I2V (VACE editing workflow) ComfyUI \ud83c\udfa5 Why This Workflow Works QWEN gives me a perfectly matched and relit still frame. WAN takes that frame and consistently applies it across the shot. Together, they create a stable, realistic composite with minimal cleanup. If you want more AI Compositing, relighting, VFX-style workflows, or image-to-video tutorials, hit LIKE and SUBSCRIBE \u2014 I\u2019ll keep releasing optimized workflows for real production use.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.2 Animate: FREE AI Character Swap &amp;amp; Lip-sync | ComfyUI Tutorial\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_woCP1Q_Htwo\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FwoCP1Q_Htwo%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/woCP1Q_Htwo\" \/><meta itemprop=\"duration\" content=\"PT10M27S\" \/><meta itemprop=\"uploadDate\" content=\"2025-10-13T12:31:22Z\" \/><\/div><div id=\"lyte_woCP1Q_Htwo\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FwoCP1Q_Htwo%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.2 Animate: FREE AI Character Swap &amp; Lip-sync | ComfyUI Tutorial<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/woCP1Q_Htwo\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FwoCP1Q_Htwo%2F0.jpg\" alt=\"Wan 2.2 Animate: FREE AI Character Swap &amp;amp; Lip-sync | ComfyUI Tutorial\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Learn how to use AI to seamlessly swap and stylize characters in your videos using Wan 2.2 Animate inside ComfyUI for FREE! \ud83c\udfb5 Artlist - Get 2 Months FREE!: https:\/\/bit.ly\/4oc4uBZ \ud83d\udc47Everything you need: 1\ufe0f\u20e3ComfyUI: https:\/\/www.comfy.org\/ 2\ufe0f\u20e3Download models: https:\/\/www.patreon.com\/posts\/wan-2-2-animate-140792860 3\ufe0f\u20e3Download workflow: https:\/\/www.patreon.com\/posts\/wan-2-2-animate-140792860 \ud83d\ude80Run the workflow online: - RunComfy: https:\/\/bit.ly\/4851Bh9 - Floyo: https:\/\/bit.ly\/4oNI0aF \ud83c\udf10ComfyUI Online: - RunComfy: https:\/\/bit.ly\/4851Bh9 - ThinkDiffusion: https:\/\/bit.ly\/3PoCkoN (use this link to get &#36;5 credit for your 1st &#36;10 deposit) \ud83c\udfa5Upscale videos: - Topaz Video AI: https:\/\/bit.ly\/3t04Otl \u2139\ufe0fResources: - Kijai: https:\/\/github.com\/kijai - Install SageAttention: https:\/\/www.reddit.com\/r\/StableDiffusion\/comments\/1j6kqtd\/how_to_install_sageattention_easy_way_i_found\/ \u23f2 Chapters: 0:00 Creative possibilities 0:28 Native workflow vs Optimized workflow 0:41 Testing Wan 2.2 Animate 1:02 How to Install comfyUI 01:37 How to run ComfyUI online 1:52 Download Models &amp; Workflow 2:08 Open Workflow in ComfyUI 2:30 How to use Workflow + settings 8:20 Results &amp; use cases 9:05 Upscaling Disclaimer: Some links in the description are affiliate links. If you make a purchase through them, I may earn a small commission at no extra cost to you. Support me on Patreon: https:\/\/bit.ly\/2MW56A1 \ud83c\udfb5Where I get my Music: https:\/\/bit.ly\/3boTeyv \ud83d\udd08Join my Discord server: https:\/\/bit.ly\/3qixniz Join me! Instagram: https:\/\/www.instagram.com\/JustMDMZ Tiktok: https:\/\/www.tiktok.com\/@justmdmz Twitter: https:\/\/twitter.com\/JustMDMZ Facebook: https:\/\/www.facebook.com\/medmehrez.BSS\/ Website: http:\/\/medmehrez.com\/# #Wan22 #AI #ComfyUI Who am I? ----------------------------------------- My name is Mohamed Mehrez and I create videos around visual effects and filmmaking techniques. I currently focus on making tutorials in the areas of digital art, visual effects, and incorporating AI in creative projects.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u89c6\u9891\u4e5f\u80fdP Comfyui\u6700\u5f3a\u89c6\u9891\u5de5\u4f5c\u6d41\u4e09\u8fde\u53d1\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_4Zm7BOQf7x4\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F4Zm7BOQf7x4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/4Zm7BOQf7x4\" \/><meta itemprop=\"duration\" content=\"PT14M25S\" \/><meta itemprop=\"uploadDate\" content=\"2025-11-13T08:15:27Z\" \/><\/div><div id=\"lyte_4Zm7BOQf7x4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F4Zm7BOQf7x4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u89c6\u9891\u4e5f\u80fdP Comfyui\u6700\u5f3a\u89c6\u9891\u5de5\u4f5c\u6d41\u4e09\u8fde\u53d1<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/4Zm7BOQf7x4\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F4Zm7BOQf7x4%2F0.jpg\" alt=\"\u89c6\u9891\u4e5f\u80fdP Comfyui\u6700\u5f3a\u89c6\u9891\u5de5\u4f5c\u6d41\u4e09\u8fde\u53d1\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u89c6\u9891\u4e5f\u80fdP\u7684\u65f6\u4ee3\u5230\u6765\u4e86\uff0c\u672c\u671f\u6559\u7a0b\u7ed9\u5927\u5bb6\u5e26\u6765Comfyui Wan\u4e07\u76f82.2\u6a21\u578b\u548cAnimate\u6a21\u578b\u7684\u4e09\u4e2a\u8d85\u5f3a\u5de5\u4f5c\u6d41\u7684\u8be6\u7ec6\u4f7f\u7528\u8bb2\u89e3\u3002 \u5927\u5bb6\u901a\u8fc7CG\u8ff7\u4e13\u5c5e\u94fe\u63a5\u6ce8\u518c\u7aef\u8111\u4e91\uff0chttps:\/\/cephalon.cloud\/share\/register-landing?invite_id=bEfXy8\uff0c\u53ef\u4ee5\u83b7\u5f975000\u70b9\u8111\u529b\u503c\uff08\u5df2\u6ce8\u518c\u7684\u540c\u5b66\u586b\u5199\u9080\u8bf7\u7801bEfXy8\uff09\uff0c\u53ef\u4ee5\u514d\u8d39\u767d\u5ad65090\u4e24\u4e2a\u5c0f\u65f6\u7684\u4f7f\u7528\u65f6\u957f\u3002 \u5de5\u4f5c\u6d41\u3001\u6a21\u578b\u3001\u7d20\u6750\u4e0b\u8f7d\uff1a \u5938\u514b\uff1ahttps:\/\/pan.quark.cn\/s\/22079a3475eb \u767e\u5ea6\uff1ahttps:\/\/pan.baidu.com\/s\/16FeccEanrAcooMIfrPzsZg?pwd=cgmi\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Better Than Wan Animate? &amp;quot;OneToAllAnimation Infinite Video generation|ComfyUI Auto-Loop Workflow\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_74dFbY_Z3_M\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F74dFbY_Z3_M%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/74dFbY_Z3_M\" \/><meta itemprop=\"duration\" content=\"PT12M31S\" \/><meta itemprop=\"uploadDate\" content=\"2025-12-11T03:03:30Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_74dFbY_Z3_M\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F74dFbY_Z3_M%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Better Than Wan Animate? &quot;OneToAllAnimation Infinite Video generation|ComfyUI Auto-Loop Workflow<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/74dFbY_Z3_M\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F74dFbY_Z3_M%2F0.jpg\" alt=\"Better Than Wan Animate? &amp;quot;OneToAllAnimation Infinite Video generation|ComfyUI Auto-Loop Workflow\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Today, we are testing Wan-To-All Animation, a powerful new model that outperforms the original Wan Animate. Its standout feature is Pose Transfer, allowing you to apply motion from a driving video to any reference image (full body or half body) without distortion. I will walk you through the complete ComfyUI workflow, showing you how to extract poses using YOLOv10, apply the Light X2V acceleration LoRA, and generate infinite-length videos that don&#039;t blur over time. I also share a custom Automated Loop Workflow to save you from manually setting up extensions! \ud83d\udccc Key Features Covered: Wan-To-All vs. Wan Animate: Why this model has fewer artifacts and better stability. Pose Transfer: extracting poses from driver videos to control your characters perfectly. Infinite Extension: How to generate 30s+ videos using overlapping frames. Workflows: From Kijai&#039;s manual example to my fully Automated For-Loop setup. Honest Review: Pros (Motion quality) and Cons (Facial consistency on full-body shots). #runninghub #ComfyUI #OneToAllAnimation #WanAnimate #AIVideo #PoseTransfer #AIAnimation #WorkflowTutorial #RunningHub #GenerativeAI #StableDiffusion #DanceVideo ------------------------------------------------------------------------------------------------------------------------ github-code https:\/\/github.com\/ssj9596\/One-to-All-Animation WanVideoWrapper https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper model download https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/OneToAllAnimation\/Wan21-OneToAllAnimation_fp16.safetensors https:\/\/huggingface.co\/Kijai\/WanVideo_comfy_fp8_scaled\/blob\/main\/OneToAllAnimation\/Wan21-OneToAllAnimation_fp8_e4m3fn_scaled_KJ.safetensors try the workflow online 1: Wan21_OneToAllAnimation_basic Experience link: https:\/\/www.runninghub.ai\/post\/1998642568097357826\/?inviteCode=kol02-rh021 2: Wan21_OneToAllAnimation_automatic Experience link: https:\/\/www.runninghub.ai\/post\/1998679386968743937\/?inviteCode=kol02-rh021 Runninghub Fan Benefit: Register to get 1,000 RHB https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2025-12-11onetoallanimation ------------------------------------------------------------------------------------------------------------------------\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"AI Outfit Change in Motion! Next-Level AI Fashion Video,The Complete Open-Source Workflow, Revealed!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_qkOmUReezI8\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqkOmUReezI8%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/qkOmUReezI8\" \/><meta itemprop=\"duration\" content=\"PT8M7S\" \/><meta itemprop=\"uploadDate\" content=\"2025-11-16T18:23:13Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_qkOmUReezI8\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqkOmUReezI8%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">AI Outfit Change in Motion! Next-Level AI Fashion Video,The Complete Open-Source Workflow, Revealed!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/qkOmUReezI8\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqkOmUReezI8%2F0.jpg\" alt=\"AI Outfit Change in Motion! Next-Level AI Fashion Video,The Complete Open-Source Workflow, Revealed!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Ever been amazed by those seamless, jaw-dropping AI outfit-changing videos? Today, we&#039;re pushing the limits of what&#039;s possible with open-source models to recreate a cinematic, &quot;one-shot&quot; walking fashion transition effect, and we&#039;ll show you how, step-by-step! In this tutorial, you&#039;ll master the art of combining three powerful ComfyUI workflows to achieve this incredible result: \ud83d\udc57 **Step 1: Smart Outfit Extraction** - We&#039;ll start by using advanced outfit transfer technology to accurately extract clothing from any reference image, setting the stage for our virtual try-on. \ud83d\uddbc\ufe0f **Step 2: Automated Keyframe Swapping** - Say goodbye to manual editing! Learn to build a loop-based workflow that automatically applies our extracted outfits to the keyframes of your source video. \ud83c\udfac **Step 3: V-ACE &quot;One-Shot&quot; Video Generation** - Finally, we&#039;ll harness the power of Wan 2.2 and the V-ACE technique to seamlessly interpolate between our new keyframes, generating a smooth, continuous, long-form video. This guide is more than just a technical walkthrough; it&#039;s a blueprint for creative AI video production. Whether you&#039;re a ComfyUI beginner or a seasoned pro, you&#039;ll discover new ways to bring your ideas to life. All workflows are shared, so dive in and unlock the next level of your AI creation journey! Don&#039;t forget to Like, Subscribe, and hit the notification bell to stay updated with the latest in AI innovation! #runninghub #AIVideo #ComfyUI #Wan2.2 #OutfitChange #VirtualTryOn #GenerativeAI #AIworkflow #AItutorial #VACE #FashionTech #VideoEditing #OpenSourceAI #TextToVideo ------------------------------------------------------------------------------------------------------------------------ wan2.2 fun vace download https:\/\/huggingface.co\/alibaba-pai\/Wan2.2-VACE-Fun-A14B comfyUI-workflow-online 1:qwen_image_edit_outfit_transfer Experience link: https:\/\/www.runninghub.ai\/post\/1988863663043907586\/?inviteCode=kol02-rh021 2:Video keyframe automatic outfit change Experience link: https:\/\/www.runninghub.ai\/post\/1988886981486710786\/?inviteCode=kol02-rh021 3:wan2_2_fun_vace_flfv_change_outfit Experience link: https:\/\/www.runninghub.ai\/post\/1983372948306337793\/?inviteCode=kol02-rh021 Runninghub Fan Benefit: Register to get 1,000 RHB https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2025-11-17change-outfit-video ------------------------------------------------------------------------------------------------------------------------\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"FINALLY! ComfyUI WAN2.2 Animate: Longer Videos + Low VRAM Workflow Guide\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_kFYxdc5PMFE\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FkFYxdc5PMFE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/kFYxdc5PMFE\" \/><meta itemprop=\"duration\" content=\"PT12M5S\" \/><meta itemprop=\"uploadDate\" content=\"2025-10-02T13:36:02Z\" \/><\/div><div id=\"lyte_kFYxdc5PMFE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FkFYxdc5PMFE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">FINALLY! ComfyUI WAN2.2 Animate: Longer Videos + Low VRAM Workflow Guide<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/kFYxdc5PMFE\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FkFYxdc5PMFE%2F0.jpg\" alt=\"FINALLY! ComfyUI WAN2.2 Animate: Longer Videos + Low VRAM Workflow Guide\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"FINALLY! ComfyUI WAN2.2 Animate: Longer Videos + Low VRAM Workflow Guide In this video, I\u2019ll walk you through a complete ComfyUI WAN2.2 Animate workflow that works even on Low VRAM GPUs (12GB tested). You\u2019ll learn how to unlock longer video outputs without sacrificing quality \u2014 perfect for creators who want cinematic results with limited hardware. \ud83d\udc49 What you\u2019ll discover: Step-by-step ComfyUI WAN2.2 Animate setup How to run animations on 12GB VRAM (or less) Tricks to extend video length while keeping smooth results Tips to optimize speed and memory usage Whether you\u2019re making realistic clips, animations, or creative projects, this workflow will help you get the most out of WAN2.2 Animate. \ud83d\udd17 Related Videos: - Wan2.2 Animate workflow: [https:\/\/youtu.be\/tkGVhU5hhiI] - Wan2.2 low VRAM : [https:\/\/youtu.be\/WU9rr04_D4Y?si=pYVwjFfPoF6W8Kut] - Wan2.2 Text-to-Image: [https:\/\/youtu.be\/C_z8WYKOYhs] - ComfyUI tutorials: [ https:\/\/www.youtube.com\/playlist?list=PLPb4yHX_Xwzf4oY77qD1zxW_zExbh3bXw] \ud83d\udccc All Workflow: https:\/\/www.patreon.com\/c\/SOTAI #wan2 #comfyui #wananimate\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u3010SP503(wan2.2 animate\uff09\u3011\u9769\u547d\u6027\u5f00\u6e90\uff01Wan2.2 Animate\u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u65e0\u7f1d\u6362\u4eba+\u7cbe\u51c6\u6a21\u4eff+\u52a8\u6001\u8fd0\u955c\uff0c\u4ece&ldquo;\u6a21\u4eff\u4ed6\u4eba&rdquo;\u5230&ldquo;\u521b\u9020\u81ea\u6211&rdquo;\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_iG2XWiooyoo\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiG2XWiooyoo%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/iG2XWiooyoo\" \/><meta itemprop=\"duration\" content=\"PT18M46S\" \/><meta itemprop=\"uploadDate\" content=\"2025-09-23T18:20:17Z\" \/><\/div><div id=\"lyte_iG2XWiooyoo\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiG2XWiooyoo%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u3010SP503(wan2.2 animate\uff09\u3011\u9769\u547d\u6027\u5f00\u6e90\uff01Wan2.2 Animate\u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u65e0\u7f1d\u6362\u4eba+\u7cbe\u51c6\u6a21\u4eff+\u52a8\u6001\u8fd0\u955c\uff0c\u4ece\u201c\u6a21\u4eff\u4ed6\u4eba\u201d\u5230\u201c\u521b\u9020\u81ea\u6211\u201d<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/iG2XWiooyoo\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiG2XWiooyoo%2F0.jpg\" alt=\"\u3010SP503(wan2.2 animate\uff09\u3011\u9769\u547d\u6027\u5f00\u6e90\uff01Wan2.2 Animate\u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u65e0\u7f1d\u6362\u4eba+\u7cbe\u51c6\u6a21\u4eff+\u52a8\u6001\u8fd0\u955c\uff0c\u4ece&ldquo;\u6a21\u4eff\u4ed6\u4eba&rdquo;\u5230&ldquo;\u521b\u9020\u81ea\u6211&rdquo;\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u5728\u7ebf\u514d\u8d39\u4f53\u9a8c\uff1a \u514d\u8d39\u63d0\u4f9b 4090 24G\u548c48G\u5728\u7ebf\u4f7f\u7528\uff0c\u8fd8\u6709\u5404\u79cd\u6709\u8da3\u7684 AI \u5e94\u7528\u7a0b\u5e8f\u548c\u5de5\u4f5c\u6d41\u53ef\u4f9b\u514d\u8d39\u4e0b\u8f7d\u3002 \u7c89\u4e1d\u798f\u5229\u4e13\u5c5e\u94fe\u63a5\uff08\u65b0\u7528\u6237\u6ce8\u518c\u514d\u8d39\u98861000RH\u5e01\uff0c\u6bcf\u5929\u767b\u5f55\u8fd8\u9001100RH\u5e01\uff0c\u53ef\u4ee5\u514d\u8d39\u751f\u6210\u597d\u591a\u56fe\u7247\u89c6\u9891\uff09\u514d\u8d39\u4f53\u9a8c\u4e2d \u4e2d\u56fd\u7248\uff1a SP503-\u89c6\u9891\u6362\u4eba+\u97f3\u9891\u540c\u6b65\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.cn\/post\/1969349828675313665\/?inviteCode=rh-v1088 SP503-\u7f8e\u5973\u821e\u8e48\u8fc1\u79fb\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.cn\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503-\u7f8e\u5973\u821e\u8e48\u8fc1\u79fb\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.cn\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503-\u8868\u60c5\u8fc1\u79fb\uff08wan2.2 Animate\uff09\u52a0\u901f\u7248\u89c6\u9891\u8868\u60c5\u8fc1\u79fb https:\/\/www.runninghub.cn\/post\/1969386195249733634\/?inviteCode=rh-v1088 \u56fd\u9645\u7248\uff1a SP503-\u89c6\u9891\u6362\u4eba+\u97f3\u9891\u540c\u6b65\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.ai\/post\/1969349828675313665\/?inviteCode=rh-v1088 SP503-\u7f8e\u5973\u821e\u8e48\u8fc1\u79fb\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.ai\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503-\u7f8e\u5973\u821e\u8e48\u8fc1\u79fb\uff08wan2.2 Animate\uff09 https:\/\/www.runninghub.ai\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503-\u8868\u60c5\u8fc1\u79fb\uff08wan2.2 Animate\uff09\u52a0\u901f\u7248\u89c6\u9891\u8868\u60c5\u8fc1\u79fb https:\/\/www.runninghub.ai\/post\/1969386195249733634\/?inviteCode=rh-v1088 \u3010\u70b9\u51fb\u53f3\u4e0a\u89d2\u5934\u50cf-\u9080\u8bf7\u7801-\u586b\u5165\u9080\u8bf7\u7801\uff0c\u98861000RH\u5e01\uff0c\u6bcf\u5929\u767b\u5f55\u8fd8\u6709100\u5e01 \u9080\u8bf7\u7801\uff1arh-v1088\u3011 \u6a21\u578b\u5de5\u4f5c\u6d41\u7b49\uff1a \u5938\uff1ahttps:\/\/pan.quark.cn\/s\/a25ce0b6e9f5 \u6253\u5f00\u7f51\u76d8\u8fdb\u5165 \u5de5\u4f5c\u6d41 ---SP\u7cfb\u5217----SP503(wan2.2 animate\uff09 \u4e0b\u8f7d\u6a21\u578b\u53ca\u5de5\u4f5c\u6d41 Free online trial: Free 4090 24G and 48G online usage is provided, along with various interesting AI applications and workflows available for free download. Exclusive link for fan benefits (New users can get 1000 RH coins for registration, and 100 RH coins are given for daily login, allowing you to freely generate many images and videos) Free trial in progress Chinese version: SP503 - Video Person Replacement + Audio Synchronization (wan2.2 Animate) https:\/\/www.runninghub.cn\/post\/1969349828675313665\/?inviteCode=rh-v1088 SP503 - Beautiful Dance Migration (wan2.2 Animate) https:\/\/www.runninghub.cn\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503 - Beautiful Dance Migration (wan2.2 Animate) https:\/\/www.runninghub.cn\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503 - Facial Expression Transfer (wan2.2 Animate) Accelerated Version Video Facial Expression Transfer https:\/\/www.runninghub.cn\/post\/1969386195249733634\/?inviteCode=rh-v1088 International Version: SP503 - Video Person Swapping + Audio Synchronization (wan2.2 Animate) https:\/\/www.runninghub.ai\/post\/1969349828675313665\/?inviteCode=rh-v1088 SP503 - Beautiful Dance Migration (wan2.2 Animate) https:\/\/www.runninghub.ai\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503 - Beautiful Dance Migration (wan2.2 Animate) https:\/\/www.runninghub.ai\/post\/1969679813470547970\/?inviteCode=rh-v1088 SP503 - Facial Expression Transfer (wan2.2 Animate) Accelerated Version Video Facial Expression Transfer https:\/\/www.runninghub.ai\/post\/1969386195249733634\/?inviteCode=rh-v1088 Click on the avatar in the upper right corner - Invitation Code - Enter the invitation code to receive 1000 RH coins. There are also 100 coins available for each daily login. Invitation Code: rh-v108 Model workflow etc.: Qu: https:\/\/pan.quark.cn\/s\/a25ce0b6e9f5 Open the cloud drive and enter &quot;Workflow --- SP series --- SP503 (wan2.2 animate)&quot; to download the model and workflow\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u8111\u6d1e\u5927\u5f00\uff01AI\u8ba9\u5efa\u7b51\u751f\u957f\u3001\u6c99\u6f20\u53d8\u7eff\u6d32\uff0c\u5b66\u4f1a\u8fd9\u4e2a\u65b9\u6cd5\uff0c\u4f60\u7684\u89c6\u9891\u4e5f\u80fd\u5982\u6b64\u70ab\u9177\uff01\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_w7wNtlHmyQ4\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fw7wNtlHmyQ4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/w7wNtlHmyQ4\" \/><meta itemprop=\"duration\" content=\"PT10M14S\" \/><meta itemprop=\"uploadDate\" content=\"2025-10-01T18:21:46Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_w7wNtlHmyQ4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fw7wNtlHmyQ4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u8111\u6d1e\u5927\u5f00\uff01AI\u8ba9\u5efa\u7b51\u751f\u957f\u3001\u6c99\u6f20\u53d8\u7eff\u6d32\uff0c\u5b66\u4f1a\u8fd9\u4e2a\u65b9\u6cd5\uff0c\u4f60\u7684\u89c6\u9891\u4e5f\u80fd\u5982\u6b64\u70ab\u9177\uff01<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/w7wNtlHmyQ4\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fw7wNtlHmyQ4%2F0.jpg\" alt=\"\u8111\u6d1e\u5927\u5f00\uff01AI\u8ba9\u5efa\u7b51\u751f\u957f\u3001\u6c99\u6f20\u53d8\u7eff\u6d32\uff0c\u5b66\u4f1a\u8fd9\u4e2a\u65b9\u6cd5\uff0c\u4f60\u7684\u89c6\u9891\u4e5f\u80fd\u5982\u6b64\u70ab\u9177\uff01\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd25\u4f60\u662f\u5426\u66fe\u60ca\u53f9\u4e8e\u90a3\u4e9b\u573a\u666f\u65e0\u7f1d\u5207\u6362\u3001\u521b\u610f\u5341\u8db3\u7684AI\u52a8\u753b\uff1f\u5176\u5b9e\uff0cwan2.2\u867d\u7136\u4e0d\u64c5\u957f\u6b64\u7c7b\u6548\u679c\uff0c\u4f46\u901a\u8fc7\u4e00\u4e2a\u7279\u6b8a\u6280\u5de7\uff0c\u6211\u4eec\u80fd\u5c06\u5b83\u7684\u6f5c\u529b\u53d1\u6325\u5230\u6781\u81f4\uff01 \u672c\u671f\u89c6\u9891\uff0c\u6211\u5c06\u72ec\u5bb6\u5206\u4eab\u4e00\u79cd\u6211\u79f0\u4e4b\u4e3a\u201c\u8f6c\u6362\u52a8\u753b\u201d\u7684\u5236\u4f5c\u65b9\u6cd5\u3002\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u5229\u7528\u7279\u6b8a\u7684JSON\u683c\u5f0f\u63d0\u793a\u8bcd\uff0c\u8ba9AI\u4e3a\u4f60\u521b\u9020\u4ece\u5367\u5ba4\u5230\u68ee\u6797\u3001\u4ece\u5730\u56fe\u5230\u5b8f\u4f1f\u5efa\u7b51\u7684\u5947\u5999\u8f6c\u53d8\u3002\u65e0\u9700\u590d\u6742\u7684\u540e\u671f\uff0c\u53ea\u9700\u638c\u63e1\u6b63\u786e\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\uff01 #runninghub #wan2.2 #ComfyUI #AI\u52a8\u753b #AI\u89c6\u9891\u751f\u6210 #\u63d0\u793a\u8bcd\u5de5\u7a0b #AI\u6559\u7a0b #\u8f6c\u573a\u52a8\u753b #AI\u7ed8\u753b \ud83c\udfac \u4f60\u5c06\u5b66\u5230\uff1a 1. \u4ec0\u4e48\u662fwan2.2\u7684\u201c\u8f6c\u6362\u52a8\u753b\u201d\u53ca\u5176\u539f\u7406\u3002 2. \u5982\u4f55\u4f7f\u7528\u6211\u63d0\u4f9b\u7684\u72ec\u5bb6\u63d0\u793a\u8bcd\u751f\u6210\u5668\uff0c\u8f7b\u677e\u521b\u5efa\u5f3a\u5927\u7684JSON\u683c\u5f0f\u63d0\u793a\u8bcd\u3002 3. \u4e24\u79cd\u6838\u5fc3\u8bbe\u8ba1\u601d\u8def\uff1a\u201c\u4e3b\u4f53\u4e0d\u53d8\uff0c\u73af\u5883\u53d8\u201d\u4e0e\u201c\u4e3b\u4f53\u5c5e\u6027\u53d8\u201d\uff0c\u786e\u4fdd\u52a8\u753b\u6548\u679c\u7a33\u5b9a\u53c8\u60ca\u8273\u3002 4. \u591a\u4e2a\u5b9e\u6218\u6848\u4f8b\u62c6\u89e3\uff0c\u5305\u62ec\u5efa\u7b51\u751f\u957f\u3001\u5b63\u8282\u53d8\u6362\u3001\u573a\u666f\u7a7f\u8d8a\u7b49\u3002 5. \u5728ComfyUI\u4e2d\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u914d\u7f6e\u548c\u5173\u952e\u8282\u70b9\u8bb2\u89e3\u3002 ------------------------------------------------------------------------------------------------------------------------ Gemini on AI studio https:\/\/aistudio.google.com\/ \u5728\u7ebf\u5de5\u4f5c\u6d41 1\uff1avideo_wan2_2_14B_t2v_\u4f18\u5316\u7248 \u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/www.runninghub.cn\/post\/1972464256455208962\/?inviteCode=kol01-rh107 runninghub\u7c89\u4e1d\u798f\u5229 \u6ce8\u518c\u90011000\u70b9\u7b97\u529b \u56fd\u5916\u7528\u6237 https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 \u56fd\u5185\u7528\u6237 https:\/\/www.runninghub.cn\/?utm_source=kol01-RH107 \u63d0\u793a\u8bcd\u5de5\u7a0b\u4e0b\u8f7d-prompt engineering download https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2025-10-02wan2.2growbuilding\/prompt \u5de5\u4f5c\u6d41\u4e0b\u8f7d workflow download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/blob\/main\/workflow\/2025-09-29video_wan2_2_t2v_Optimized.json ------------------------------------------------------------------------------------------------------------------------ \u80cc\u666f\u97f3\u4e50\u7531 AI \u751f\u6210\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>HuMo<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"HuMo ByteDance&rsquo;s New Reference2Video With Audio Lipsync - Keep Or Toss?\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_DB7wGLFp4LQ\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FDB7wGLFp4LQ%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/DB7wGLFp4LQ\" \/><meta itemprop=\"duration\" content=\"PT13M54S\" \/><meta itemprop=\"uploadDate\" content=\"2025-09-16T13:00:26Z\" \/><\/div><div id=\"lyte_DB7wGLFp4LQ\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FDB7wGLFp4LQ%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">HuMo ByteDance\u2019s New Reference2Video With Audio Lipsync - Keep Or Toss?<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/DB7wGLFp4LQ\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FDB7wGLFp4LQ%2F0.jpg\" alt=\"HuMo ByteDance&rsquo;s New Reference2Video With Audio Lipsync - Keep Or Toss?\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"AI video generation with HuMo \u2014 the new human-centric model from ByteDance and Tsinghua University. In this hands-on tutorial, I\u2019ll walk you through how to install, configure, and generate talking character videos using HuMo in ComfyUI. Whether you\u2019re feeding it text + audio, text + image, or all three together, you\u2019ll learn how to create cinematic, lip-synced avatars with realistic expressions \u2014 all from your local PC or cloud GPU. This content is perfect for AI video creators, indie filmmakers, digital artists, and content producers who want to push beyond basic avatar tools. If you\u2019ve used Wan 2.1, MultiTalk, or Infinite Talk \u2014 this is your next-level upgrade. HuMo lets you control character appearance, motion, and audio sync like never before, making it ideal for YouTube intros, game cutscenes, social media skits, or even AI-powered short films. Why does this matter? Because HuMo represents a major leap in controllable, multimodal video generation. It\u2019s not just another talking head \u2014 it\u2019s a unified system that understands how text, image, and sound work together to create believable human motion. Mastering it now puts you ahead of the curve as AI video tools evolve from novelty to necessity. HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning By Tsinghua University | Intelligent Creation Team, Bytedance https:\/\/phantom-video.github.io\/HuMo\/ https:\/\/huggingface.co\/bytedance-research\/HuMo Kijai\/WanVideo_comfy https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/tree\/main\/HuMo Workflow : https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper\/blob\/main\/example_workflows\/wanvideo_HuMo_example_01.json HuMo is a unified, human-centric video generation framework designed to produce high-quality, fine-grained, and controllable human videos from multimodal inputs\u2014including text, images, and audio. It supports strong text prompt following, consistent subject preservation, synchronized audio-driven motion. \u200b\u200bVideoGen from Text-Image\u200b\u200b - Customize character appearance, clothing, makeup, props, and scenes using text prompts combined with reference images. \u200b\u200bVideoGen from Text-Audio\u200b\u200b - Generate audio-synchronized videos solely from text and audio inputs, removing the need for image references and enabling greater creative freedom. \u200b\u200bVideoGen from Text-Image-Audio\u200b\u200b - Achieve the higher level of customization and control by combining text, image, and audio guidance. If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech #comfyui #bytedance #aivideo #aivideogenerator\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u58f0\u97f3\u53d8\u89c6\u9891\uff1f\u7528\u58f0\u97f3\u6765\u751f\u6210\u4f60\u7684\u4e13\u5c5e&ldquo;\u865a\u62df\u4e3b\u64ad&rdquo;\uff01Wan2.2 S2V\u97f3\u9891\u9a71\u52a8\u5de5\u4f5c\u6d41 \u5168\u7a0b\u90e8\u7f72\u6307\u5357\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_MwxxQiNacIA\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMwxxQiNacIA%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/MwxxQiNacIA\" \/><meta itemprop=\"duration\" content=\"PT9M40S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-27T10:59:39Z\" \/><\/div><div id=\"lyte_MwxxQiNacIA\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMwxxQiNacIA%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u58f0\u97f3\u53d8\u89c6\u9891\uff1f\u7528\u58f0\u97f3\u6765\u751f\u6210\u4f60\u7684\u4e13\u5c5e\u201c\u865a\u62df\u4e3b\u64ad\u201d\uff01Wan2.2 S2V\u97f3\u9891\u9a71\u52a8\u5de5\u4f5c\u6d41 \u5168\u7a0b\u90e8\u7f72\u6307\u5357<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/MwxxQiNacIA\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMwxxQiNacIA%2F0.jpg\" alt=\"\u58f0\u97f3\u53d8\u89c6\u9891\uff1f\u7528\u58f0\u97f3\u6765\u751f\u6210\u4f60\u7684\u4e13\u5c5e&ldquo;\u865a\u62df\u4e3b\u64ad&rdquo;\uff01Wan2.2 S2V\u97f3\u9891\u9a71\u52a8\u5de5\u4f5c\u6d41 \u5168\u7a0b\u90e8\u7f72\u6307\u5357\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u6a21\u578b\u548c\u5de5\u4f5c\u6d41\u4e0b\u8f7d\uff1a \u94fe\u63a5\uff1ahttps:\/\/pan.quark.cn\/s\/ef4f52220758\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u3010ComfyUi\u3011Wan2.2AllInOne\u6781\u901f\u6d41\uff0c\u89e3\u9501\u957f\u89c6\u9891\u81f315\u79d2\uff0c\u542bNSFW\uff01\u89c6\u9891\u65f6\u957f\u7ffb3\u500d\uff0c\u5b8c\u7f8e\u9075\u5faa\u63d0\u793a\u8bcd\uff0c\u52a8\u4f5c\u8854\u63a5\u4e1d\u6ed1\uff0c\u89c6\u9891\u65f6\u957f\u7a81\u7834\u5929\u82b1\u677f\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ZRUwU3n4RyA\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FZRUwU3n4RyA%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ZRUwU3n4RyA\" \/><meta itemprop=\"duration\" content=\"PT15M17S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-27T04:06:40Z\" \/><\/div><div id=\"lyte_ZRUwU3n4RyA\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FZRUwU3n4RyA%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u3010ComfyUi\u3011Wan2.2AllInOne\u6781\u901f\u6d41\uff0c\u89e3\u9501\u957f\u89c6\u9891\u81f315\u79d2\uff0c\u542bNSFW\uff01\u89c6\u9891\u65f6\u957f\u7ffb3\u500d\uff0c\u5b8c\u7f8e\u9075\u5faa\u63d0\u793a\u8bcd\uff0c\u52a8\u4f5c\u8854\u63a5\u4e1d\u6ed1\uff0c\u89c6\u9891\u65f6\u957f\u7a81\u7834\u5929\u82b1\u677f<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ZRUwU3n4RyA\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FZRUwU3n4RyA%2F0.jpg\" alt=\"\u3010ComfyUi\u3011Wan2.2AllInOne\u6781\u901f\u6d41\uff0c\u89e3\u9501\u957f\u89c6\u9891\u81f315\u79d2\uff0c\u542bNSFW\uff01\u89c6\u9891\u65f6\u957f\u7ffb3\u500d\uff0c\u5b8c\u7f8e\u9075\u5faa\u63d0\u793a\u8bcd\uff0c\u52a8\u4f5c\u8854\u63a5\u4e1d\u6ed1\uff0c\u89c6\u9891\u65f6\u957f\u7a81\u7834\u5929\u82b1\u677f\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u6a21\u578b\u5de5\u4f5c\u6d41\u94fe\u63a5\uff1ahttps:\/\/pan.quark.cn\/s\/1abf7d31f768 \u6574\u5408\u5305\u94fe\u63a5\uff1ahttps:\/\/pan.quark.cn\/s\/21a9a4c6874f \u6709\u95ee\u9898\u53ef\u4ee5\u52a0wechat\uff0c\u4e3b\u9875\u4e0a\u6709\u7559\u3002 \u89c9\u5f97\u6709\u7528\u8bf7\u4e00\u952e\u4e09\u8fde\uff0c\u5173\u6ce8\u6211\uff0c\u4f1a\u5206\u4eab\u6700\u65b0\u7684\u8d44\u8baf\u3002\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Fast Low VRAM Wan 2.2 14B AIO | 5 seconds in 5 minutes | Text-to-Video &amp;amp; Image-to-Video | ComfyUI\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_KS5KGszAnHA\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FKS5KGszAnHA%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/KS5KGszAnHA\" \/><meta itemprop=\"duration\" content=\"PT21M56S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-23T11:47:38Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_KS5KGszAnHA\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FKS5KGszAnHA%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Fast Low VRAM Wan 2.2 14B AIO | 5 seconds in 5 minutes | Text-to-Video &amp; Image-to-Video | ComfyUI<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/KS5KGszAnHA\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FKS5KGszAnHA%2F0.jpg\" alt=\"Fast Low VRAM Wan 2.2 14B AIO | 5 seconds in 5 minutes | Text-to-Video &amp;amp; Image-to-Video | ComfyUI\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Run Wan 2.2 on older GPUs with low VRAM and still get cinematic-quality AI video results in just minutes! In this video, I am testing Wan 2.2 Rapid AIO on an RTX 3060 (12GB VRAM) and show you how it performs with Text-to-Video (T2V) and Image-to-Video (I2V) workflows. You\u2019ll see real render times, sample outputs, and how well it handles: \ud83d\udc49 For collaborations, sponsorships, or questions, reach out at: info@vantagewithai.com Dynamic camera movements \ud83c\udfa5 Complex lighting effects \ud83d\udca1 Natural human expressions &amp; emotions \ud83d\udc40 Cinematic social scenes &amp; atmosphere \ud83c\udf77 Image-to-Video animation with smooth motion blur \ud83d\ude97 \ud83d\udc49 Download links for checkpoints, CLIP vision encoder, and sample prompts. Workflows T2V: https:\/\/huggingface.co\/Phr00t\/WAN2.2-14B-Rapid-AllInOne\/resolve\/main\/wan2.2-t2v-rapid-aio-example.json?download=true I2V: https:\/\/huggingface.co\/Phr00t\/WAN2.2-14B-Rapid-AllInOne\/blob\/main\/wan2.2-i2v-rapid-aio-example.json Model\/Checkpoints (ComfyUI\/models\/checkpoints) https:\/\/huggingface.co\/Phr00t\/WAN2.2-14B-Rapid-AllInOne\/tree\/main CLIP vision encoder (ComfyUI\/models\/clip_vision) https:\/\/huggingface.co\/lllyasviel\/misc\/blob\/main\/clip_vision_vit_h.safetensors Sample Prompts https:\/\/www.patreon.com\/posts\/fast-low-vram-2-137234033?utm_medium=clipboard_copy&amp;utm_source=copyLink&amp;utm_campaign=postshare_creator&amp;utm_content=join_link \u26a1 Why this matters? Compared to standard Wan 2.2 14B, which takes 30\u201345 minutes for a 5s clip, the Rapid AIO workflow delivers results in just 5 minutes\u2014making it a total game-changer for creators using mid-range or low-VRAM GPUs. \ud83d\udccc Timestamps: 0:00:00 \u2013 Intro &amp; Hook 0:01:21 \u2013 Sample Clips 0:02:19 \u2013 Where to download 0:03:25 \u2013 Text 2 Video (T2V) 0:11:55 \u2013 Image 2 Video (I2V) 0:14:30 \u2013 Outro &amp; Sample Clips \ud83d\udca1 Don\u2019t forget to Like, Share, and Subscribe if you found this helpful\u2014it costs nothing but helps us create more AI video content for you. #Wan2.2 #AIvideo #ComfyUI #RTX3060 #TextToVideo #ImageToVideo #AIContentCreation\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"AI\u66ff\u8eab\u672f\uff1a\u628a\u6b66\u6253\u7247\u7684\u4e3b\u89d2\u6362\u6210\u4f60\uff0c\u6362\u4eba\u65b9\u6848\uff1aStand-In + VACE\u7ec4\u5408\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_E2Jiveo6CzE\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE2Jiveo6CzE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/E2Jiveo6CzE\" \/><meta itemprop=\"duration\" content=\"PT4M25S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-20T07:36:55Z\" \/><\/div><div id=\"lyte_E2Jiveo6CzE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE2Jiveo6CzE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">AI\u66ff\u8eab\u672f\uff1a\u628a\u6b66\u6253\u7247\u7684\u4e3b\u89d2\u6362\u6210\u4f60\uff0c\u6362\u4eba\u65b9\u6848\uff1aStand-In + VACE\u7ec4\u5408<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/E2Jiveo6CzE\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE2Jiveo6CzE%2F0.jpg\" alt=\"AI\u66ff\u8eab\u672f\uff1a\u628a\u6b66\u6253\u7247\u7684\u4e3b\u89d2\u6362\u6210\u4f60\uff0c\u6362\u4eba\u65b9\u6848\uff1aStand-In + VACE\u7ec4\u5408\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u672c\u671f\u6559\u7a0b\u5e26\u4f60\u73a9\u8f6cComfyUI\u5de5\u4f5c\u6d41\uff0c\u53ea\u9700\u51e0\u6b65\u5c31\u80fd\u628a\u6b66\u6253\u7247\u4e3b\u89d2\u6362\u6210\u4f60\uff01 \u27a1\ufe0f \u6280\u672f\u65b9\u6848\uff1aStand-In\u8d1f\u8d23\u9762\u90e8\u66ff\u6362\uff0cVACE\u8d1f\u8d23\u52a8\u4f5c\u6a21\u4eff \u27a1\ufe0f \u5173\u952e\u6b65\u9aa4\uff1a\u8bbe\u7f6e\u53c2\u6570\u2192\u52a0\u8f7d\u6a21\u578b\u2192\u8f93\u5165\u63d0\u793a\u8bcd\u2192\u4e0a\u4f20\u89c6\u9891&amp;\u4e2a\u4eba\u7167\u2192\u751f\u6210\u4e13\u5c5e\u6b66\u6253\u7247\uff01 \u26a0\ufe0f \u6ce8\u610f\uff1a\u4e2a\u4eba\u7167\u5efa\u8bae\u4f7f\u7528\u6e05\u6670\u6b63\u9762\u7167\uff0c\u6548\u679c\u66f4\u4f73\uff01 \ud83d\udc47 \u8ddf\u7740\u6559\u7a0b\u7ec3\u8d77\u6765\uff0c\u8f7b\u677e\u5b9e\u73b0\u201c\u6b66\u6253\u660e\u661f\u68a6\u201d\uff01 \uff08\u8bb0\u5f97\u4e09\u8fde\u652f\u6301\u54e6~\uff09 \ud83d\udd25\u00a0\u7acb\u5373\u52a8\u624b\u7ec3\u4e60\uff0c\u5b8c\u6574\u5de5\u4f5c\u6d41\u5df2\u4e0a\u4f20\u00a0RunningHUB\uff01 \ud83d\udc49\u00a0\u5728\u7ebf\u8fd0\u884c&amp;\u4e0b\u8f7d\u5de5\u4f5c\u6d41\uff1ahttps:\/\/www.runninghub.ai\/post\/1957727910406844417\/?inviteCode=6bfdf1c0 \ud83d\ude80\u00a0\u7c89\u4e1d\u6ce8\u518c\uff0cRunningHUB\u90011000\u4e2a\u5e01\uff1ahttps:\/\/www.runninghub.ai\/?inviteCode=6bfdf1c0 \ud83c\udf81\u00a0\u5b9e\u5728\u6ca1\u5e01\u4e86\uff0c\u586b\u6211\u7684\u9080\u8bf7\u7801\uff0c\u7ee7\u7eed\u90011000\u4e2a\u5e01\uff1a6bfdf1c0\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u963f\u91cc Wan Fun 2.2 \u6a21\u578b\u53d1\u5e03\uff01\u7528\u6df1\u5ea6\u56fe\u548c\u59ff\u52bf\u56fe\u5b8c\u7f8e\u63a7\u5236\u4eba\u7269\u52a8\u4f5c\uff01|Ultimate Video Control in ComfyUI | Depth vs Pose Map Tutorial\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_U2bOqaQJjEE\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FU2bOqaQJjEE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/U2bOqaQJjEE\" \/><meta itemprop=\"duration\" content=\"PT11M29S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-14T02:53:49Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_U2bOqaQJjEE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FU2bOqaQJjEE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u963f\u91cc Wan Fun 2.2 \u6a21\u578b\u53d1\u5e03\uff01\u7528\u6df1\u5ea6\u56fe\u548c\u59ff\u52bf\u56fe\u5b8c\u7f8e\u63a7\u5236\u4eba\u7269\u52a8\u4f5c\uff01|Ultimate Video Control in ComfyUI | Depth vs Pose Map Tutorial<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/U2bOqaQJjEE\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FU2bOqaQJjEE%2F0.jpg\" alt=\"\u963f\u91cc Wan Fun 2.2 \u6a21\u578b\u53d1\u5e03\uff01\u7528\u6df1\u5ea6\u56fe\u548c\u59ff\u52bf\u56fe\u5b8c\u7f8e\u63a7\u5236\u4eba\u7269\u52a8\u4f5c\uff01|Ultimate Video Control in ComfyUI | Depth vs Pose Map Tutorial\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd25\u963f\u91cc\u5df4\u5df4 PAI \u56e2\u961f\u53d1\u5e03\u4e86 Wan \u6a21\u578b\u7684\u5f3a\u5927\u4f34\u751f\u63a7\u5236\u6a21\u578b\u2014\u2014Wan Fun 2.2\uff01\u8fd9\u4e2a\u6a21\u578b\u8ba9\u89c6\u9891\u751f\u6210\u7684\u53ef\u63a7\u6027\u8fbe\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u9ad8\u5ea6\u3002\u672c\u671f\u89c6\u9891\u5c06\u5e26\u4f60\u6df1\u5165\u4e86\u89e3 Wan Fun 2.2\uff0c\u5e76\u4e00\u6b65\u6b65\u6559\u4f60\u5982\u4f55\u5728 ComfyUI \u4e2d\u4f7f\u7528\u5b83\uff0c\u901a\u8fc7\u6df1\u5ea6\u56fe\u548c\u59ff\u52bf\u56fe\u5b9e\u73b0\u5bf9\u4eba\u7269\u52a8\u4f5c\u7684\u7cbe\u51c6\u63a7\u5236\uff0c\u8ba9\u4f60\u7684AI\u89c6\u9891\u521b\u4f5c\u66f4\u52a0\u5f97\u5fc3\u5e94\u624b\uff01 #runninghub #comfyui #wan22 #wanfun #\u89c6\u9891\u63a7\u5236 \ud83d\udd25Alibaba&#039;s PAI team has released Wan Fun 2.2, a powerful new companion control model for the Wan video generator! This model takes video controllability to a whole new level. In this video, we&#039;ll dive deep into Wan Fun 2.2 and provide a step-by-step guide on how to use it in ComfyUI for precise motion control using depth maps and pose maps. Master your AI video creation workflow today! \ud83c\udfac \u4f60\u5c06\u5b66\u5230\uff1a 1 Wan Fun 2.2 \u662f\u4ec0\u4e48\uff1f\u5feb\u901f\u4e86\u89e3\u5b83\u7684\u4e09\u79cd\u6838\u5fc3\u63a7\u5236\u80fd\u529b\u3002 2 \u5982\u4f55\u5728 ComfyUI \u4e2d\u914d\u7f6e Wan Fun 2.2 \u7684\u5de5\u4f5c\u6d41\u53ca\u6240\u9700\u6a21\u578b\u3002 3 \u5b9e\u6218\u6f14\u793a\uff1a\u4f7f\u7528\u6df1\u5ea6\u56fe\uff08Depth Map\uff09\u6765\u63a7\u5236\u89c6\u9891\u4e2d\u4eba\u7269\u7684\u52a8\u6001\u6548\u679c\u3002 4 \u5b9e\u6218\u6f14\u793a\uff1a\u4f7f\u7528\u59ff\u52bf\u56fe\uff08OpenPose\uff09\u8fdb\u884c\u52a8\u4f5c\u63a7\u5236\uff0c\u5e76\u4e0e\u6df1\u5ea6\u56fe\u7684\u6548\u679c\u8fdb\u884c\u5bf9\u6bd4\u3002 5 \u5173\u952e\u8282\u70b9\u8bb2\u89e3\uff0c\u5e2e\u4f60\u7406\u89e3\u5e76\u4f18\u5316\u6574\u4e2a\u89c6\u9891\u751f\u6210\u5de5\u4f5c\u6d41\u3002 \ud83c\udfac You&#039;ll learn: 1 What is the Wan Fun 2.2 model? A quick look at its three core control features. 2 How to set up the Wan Fun 2.2 workflow and required models in ComfyUI. 3 Hands-on demo: Using a Depth Map to control the dynamic motion of characters in the video. 4 Hands-on demo: Using a Pose Map (OpenPose) for motion control and comparing the results with the depth map method. 5 A breakdown of the key nodes to help you understand and optimize the entire video generation workflow. ------------------------------------------------------------------------------------------------------------------------ wan fun2.2 https:\/\/huggingface.co\/alibaba-pai\/Wan2.2-Fun-A14B-Control comfy-wanfun\u6a21\u578b\u4e0b\u8f7d https:\/\/huggingface.co\/Kijai\/WanVideo_comfy_fp8_scaled\/tree\/main\/Fun WanVideoWrapper https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper \u5728\u7ebf\u5de5\u4f5c\u6d41 wanvideo_Fun_2_2_control_\u6df1\u5ea6\u56fe\u63a7\u5236 \u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/www.runninghub.cn\/post\/1955648318090067969\/?inviteCode=kol01-rh107 runninghub\u7c89\u4e1d\u798f\u5229 \u6ce8\u518c\u90011000\u70b9\u7b97\u529b \u56fd\u5916\u7528\u6237 https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 \u56fd\u5185\u7528\u6237 https:\/\/www.runninghub.cn\/?utm_source=kol01-RH107 \u5de5\u4f5c\u6d41\u4e0b\u8f7d workflow-download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/blob\/main\/workflow\/2025-08-14wanvideo_Fun_2_2_control_.json ------------------------------------------------------------------------------------------------------------------------ \u80cc\u666f\u97f3\u4e50\u7531 AI \u751f\u6210\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"WAN 2.2 SUPER FAST Local Video Ai\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_geSIepK8ekQ\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FgeSIepK8ekQ%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/geSIepK8ekQ\" \/><meta itemprop=\"duration\" content=\"PT8M47S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-04T21:21:58Z\" \/><\/div><div id=\"lyte_geSIepK8ekQ\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FgeSIepK8ekQ%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">WAN 2.2 SUPER FAST Local Video Ai<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/geSIepK8ekQ\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FgeSIepK8ekQ%2F0.jpg\" alt=\"WAN 2.2 SUPER FAST Local Video Ai\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"WAN 2.2 Image 2 Video GGUF is super fast with the Wan 2.2 Lightx2v Lora. Super Easy workflow that uses only 8 steps to render a video from any image. Workflow: https:\/\/drive.google.com\/file\/d\/1zR82vdb6_YqWet0V_cv5vyfQDg28agWB\/view?usp=sharing Wan 2.2 GGUF Models: https:\/\/huggingface.co\/QuantStack\/Wan2.2-I2V-A14B-GGUF\/tree\/main Wan 2.2 Lightx2v Lora: https:\/\/huggingface.co\/lightx2v\/Wan2.1-I2V-14B-480P-StepDistill-CfgDistill-Lightx2v\/tree\/main\/loras Apex Artist: https:\/\/www.youtube.com\/watch?v=LALxsjeDBM4 #### Join and Support me #### Buy me a Coffee: https:\/\/www.buymeacoffee.com\/oliviotutorials Join my Facebook Group: https:\/\/www.facebook.com\/groups\/theairevolution Joint my Discord Group: https:\/\/discord.gg\/XKAk7GUzAW AI Newsletter: https:\/\/oliviotutorials.podia.com\/newsletter Support me on Patreon: https:\/\/www.patreon.com\/sarikas\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"wan2.2 \u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u7528Lora\u6253\u9020\u5b8c\u7f8e\u9ad8\u6e05\u6570\u5b57\u4eba\uff0c\u9644\u72ec\u5bb6\u653e\u5927\u6280\u5de7+\u4f4e\u663e\u5b58\u65b9\u6848\uff01|Create Flawless HD Digital Humans with Wan2.2 and Lora\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_Nl2UUNVa-5E\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNl2UUNVa-5E%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/Nl2UUNVa-5E\" \/><meta itemprop=\"duration\" content=\"PT14M22S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-08T02:29:21Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_Nl2UUNVa-5E\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNl2UUNVa-5E%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">wan2.2 \u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u7528Lora\u6253\u9020\u5b8c\u7f8e\u9ad8\u6e05\u6570\u5b57\u4eba\uff0c\u9644\u72ec\u5bb6\u653e\u5927\u6280\u5de7+\u4f4e\u663e\u5b58\u65b9\u6848\uff01|Create Flawless HD Digital Humans with Wan2.2 and Lora<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/Nl2UUNVa-5E\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNl2UUNVa-5E%2F0.jpg\" alt=\"wan2.2 \u7ec8\u6781\u5de5\u4f5c\u6d41\uff1a\u7528Lora\u6253\u9020\u5b8c\u7f8e\u9ad8\u6e05\u6570\u5b57\u4eba\uff0c\u9644\u72ec\u5bb6\u653e\u5927\u6280\u5de7+\u4f4e\u663e\u5b58\u65b9\u6848\uff01|Create Flawless HD Digital Humans with Wan2.2 and Lora\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd25\u8fd8\u5728\u4e3aAI\u6570\u5b57\u4eba\u89d2\u8272\u4e0d\u4e00\u81f4\u3001\u753b\u8d28\u6a21\u7cca\u800c\u70e6\u607c\u5417\uff1f\u672c\u671f\u89c6\u9891\u5c06\u5e26\u4f60\u6df1\u5165\u4e86\u89e3 wan2.2 \u7684\u7ec8\u6781\u5de5\u4f5c\u6d41\uff0c\u5f7b\u5e95\u89e3\u51b3\u6570\u5b57\u4eba\u5236\u4f5c\u4e2d\u7684\u4e24\u5927\u6838\u5fc3\u96be\u9898\uff1a\u89d2\u8272\u4e00\u81f4\u6027\u4e0e\u9ad8\u6e05\u753b\u9762\u611f\u3002\u6211\u5c06\u6beb\u65e0\u4fdd\u7559\u5730\u5206\u4eab\u6211\u5236\u4f5c\u7b2c\u4e00\u4e2a\u9ad8\u6e05\u6570\u5b57\u4eba\u7684\u5168\u8fc7\u7a0b\uff0c\u4ece\u6a21\u578b\u8bad\u7ec3\u5230\u6700\u7ec8\u7684\u9ad8\u6e05\u89c6\u9891\u8f93\u51fa\uff0c\u8ba9\u4f60\u4e5f\u80fd\u8f7b\u677e\u521b\u9020\u51fa\u5c5e\u4e8e\u81ea\u5df1\u7684\u865a\u62df\u89d2\u8272\uff01 #runninghub #comfyui #wan22 #\u6570\u5b57\u4eba \ud83d\udd25Tired of inconsistent AI characters and blurry results? This video is the definitive guide you&#039;ve been waiting for to create stunning, high-definition digital humans using wan2.2. We&#039;ll tackle the two biggest challenges in digital avatar creation: character consistency and cinematic visual quality. I&#039;m sharing my complete, end-to-end process for creating my first HD digital human, so you can easily create your own! \ud83c\udfac \u4f60\u5c06\u5b66\u5230\uff1a 1 \u8bad\u7ec3\u4e13\u5c5e\u6570\u5b57\u4ebaLora\uff1a\u638c\u63e1\u4f7f\u7528\u5c11\u91cf\u6570\u636e\u8bad\u7ec3\u9ad8\u8d28\u91cfLora\u7684\u65b9\u6cd5\uff0c\u786e\u4fdd\u89d2\u8272\u5f62\u8c61\u9ad8\u5ea6\u7edf\u4e00\u3002 2 \u9ad8\u8d28\u91cf\u63d0\u793a\u8bcd\u7684\u79d8\u5bc6\uff1a\u4e86\u89e3\u5982\u4f55\u751f\u6210\u5bcc\u6709\u7535\u5f71\u611f\u7684\u63d0\u793a\u8bcd\uff0c\u63d0\u5347\u89c6\u9891\u7684\u6574\u4f53\u8d28\u611f\u3002 3 wan2.2 \u6838\u5fc3\u5de5\u4f5c\u6d41\uff1a\u624b\u628a\u624b\u6559\u4f60\u642d\u5efa\u57fa\u7840\u89c6\u9891\u751f\u6210\u6d41\u7a0b\uff0c\u5e76\u5206\u4eab\u6211\u7684\u4f18\u5316\u53c2\u6570\u3002 4 \u72ec\u5bb6\u9ad8\u6e05\u653e\u5927\u6280\u5de7\uff1a\u63ed\u79d8\u5982\u4f55\u5de7\u5999\u5229\u7528\u4f4e\u566a\u70b9\u6a21\u578b\uff0c\u5c06\u4f4e\u5206\u8fa8\u7387\u89c6\u9891\u201c\u65e0\u635f\u201d\u653e\u5927\u81f3720P\u751a\u81f3\u66f4\u9ad8\u6e05\u3002 5 \u4f4e\u663e\u5b58\u89e3\u51b3\u65b9\u6848\uff1a\u7535\u8111\u914d\u7f6e\u4e0d\u9ad8\uff1f\u6ca1\u5173\u7cfb\uff01\u6559\u4f60\u5982\u4f55\u62c6\u5206\u5de5\u4f5c\u6d41\uff0c\u7528\u65f6\u95f4\u6362\u7a7a\u95f4\uff0c\u5728\u4f4e\u663e\u5b58\u8bbe\u5907\u4e0a\u4e5f\u80fd\u73a9\u8f6c\u9ad8\u6e05\u6570\u5b57\u4eba \ud83c\udfac You&#039;ll learn: 1 Train Your Own Custom Lora: Master the technique of training a high-quality Lora model with a small dataset for perfect character consistency. 2 The Secret to High-Quality Prompts: Understand how to generate cinematic prompts that elevate the overall look and feel of your videos. 3 The Core wan2.2 Workflow: A step-by-step guide to building the base video generation flow with my optimized settings. 4 Exclusive HD Upscaling Trick: Uncover the magic of using the low-noise model to upscale low-resolution videos to 720P or higher with incredible detail. 5 Low VRAM Solution: Don&#039;t have a high-end GPU? No problem! Learn how to split the workflow to run it on less powerful computers by trading time for space. ------------------------------------------------------------------------------------------------------------------------ galsses_woman lora \u4e0b\u8f7d https:\/\/pan.baidu.com\/s\/15nRTmUlRy_czimwscRE_kw?pwd=9aai https:\/\/huggingface.co\/sunleyan\/wan2.1_t2v_glasses_woman_lora \u5728\u7ebf\u5de5\u4f5c\u6d41 1 video_wan2_2_\u6570\u5b57\u4eba\u5de5\u4f5c\u6d411-\u751f\u6210 \u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/www.runninghub.cn\/post\/1953391990853521409\/?inviteCode=kol01-rh107 2 video_wan2_2_\u6570\u5b57\u4eba\u5de5\u4f5c\u6d412-\u653e\u5927 \u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/www.runninghub.cn\/post\/1953387295271473154\/?inviteCode=kol01-rh107 runninghub\u7c89\u4e1d\u798f\u5229 \u6ce8\u518c\u90011000\u70b9\u7b97\u529b \u56fd\u5916\u7528\u6237 https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 \u56fd\u5185\u7528\u6237 https:\/\/www.runninghub.cn\/?utm_source=kol01-RH107 \u5de5\u4f5c\u6d41\u4e0b\u8f7d workflow-download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2025-08-08wan2.2 ------------------------------------------------------------------------------------------------------------------------ \u80cc\u666f\u97f3\u4e50\u7531 AI \u751f\u6210\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"GENERATE BEST FREE NSFW IMAGE TO VIDEOS IN ONLY 4 STEPS!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_aTGAiZe6SXU\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FaTGAiZe6SXU%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/aTGAiZe6SXU\" \/><meta itemprop=\"duration\" content=\"PT4M9S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-07T18:24:16Z\" \/><\/div><div id=\"lyte_aTGAiZe6SXU\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FaTGAiZe6SXU%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">GENERATE BEST FREE NSFW IMAGE TO VIDEOS IN ONLY 4 STEPS!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/aTGAiZe6SXU\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FaTGAiZe6SXU%2F0.jpg\" alt=\"GENERATE BEST FREE NSFW IMAGE TO VIDEOS IN ONLY 4 STEPS!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"The NEW FREE OPEN SOURCE IMAGE-to-VIDEO speed REVOLUTION is HERE! Introducing the NEW 4-STEP SPEEDUP LoRA for lightning-fast video generation! Say goodbye to slow renders because this new OPEN-SOURCE upgrade just smashed the wait time. In this quick update, I\u2019m breaking down the GAME-CHANGING LoRA that turns your still images into smooth videos in ONLY FOUR STEPS, all FREE and local. This method is built for COMPLETE BEGINNERS. With this SUPER EASY-TO-USE workflow, you\u2019ll go from prompt to video in minutes. What do you think about this new speed-up LoRA? Let me know in the comments below! \ud83d\udc47 \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac SOCIAL MEDIA LINKS! \u2728 Support my work on Patreon: https:\/\/www.patreon.com\/aitrepreneur \u2694\ufe0f Join the Discord server: https:\/\/discord.gg\/3ErYSdyUPt \ud83e\udde0 My Second Channel THE MAKER LAIR: https:\/\/bit.ly\/themakerlair \ud83d\udce7 Business Contact: theaitrepreneur@gmail.com \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac \u2728 PATREON LINK: https:\/\/www.patreon.com\/aitrepreneur RUNPOD: https:\/\/bit.ly\/runpodAi WAN 2.2 INSTALL VIDEO: https:\/\/youtu.be\/L_fU_pP_MQU Manual Installation Guide: https:\/\/pastebin.com\/iuNPnrGm \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac \u25ba\u25ba My PC &amp; Favorite Gear: i9-12900K: https:\/\/amzn.to\/3L03tLG RTX 3090 Gigabyte Vision OC : https:\/\/amzn.to\/40ANaue SAMSUNG 980 PRO SSD 2TB PCIe NVMe: https:\/\/amzn.to\/3oBR0WO Kingston FURY Beast 64GB 3200MHz DDR4 : https:\/\/amzn.to\/3osdZ6z iCUE 4000X - White: https:\/\/amzn.to\/40y9BAk ASRock Z690 DDR4 : https:\/\/amzn.to\/3Amcxph Corsair RM850 - White : https:\/\/amzn.to\/3NbXlm2 Corsair iCUE SP120 : https:\/\/amzn.to\/43WR9nW Noctua NH-D15 chromax.Black : https:\/\/amzn.to\/3H7qQSa EDUP PCIe WiFi 6E Card Bluetooth : https:\/\/amzn.to\/40t5Lsk Recording Gear: Rode PodMic : https:\/\/amzn.to\/43ZvYlm Rode AI-1 USB Audio Interface : https:\/\/amzn.to\/3N6ybFk Rode WS2 Microphone Pop Filter : https:\/\/amzn.to\/3oIo9Qw Elgato Wave Mic Arm : https:\/\/amzn.to\/3LosH7D Stagg XLR Cable - Black - 6M : https:\/\/amzn.to\/3L5Fuue FetHead Microphone Preamp : https:\/\/amzn.to\/41TWQ4o \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac Special thanks to Royal Emperor: - TNSEE - RG - Dean Newton - fer v - Cinemalecular Thank you so much for your support on Patreon! You are truly a glory to behold! Your generosity is immense, and it means the world to me. Thank you for helping me keep the lights on and the content flowing. Thank you very much! #wan #ai #imagetovideoai #videogeneration #lora \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac WATCH MY MOST POPULAR VIDEOS: RECOMMENDED WATCHING - All LLM &amp; ChatGPT Video: \u25ba\u25ba https:\/\/www.youtube.com\/playlist?list=PLkIRB85csS_tqEhGFLAPIYuQ-Rwhg_kpQ RECOMMENDED WATCHING - My &quot;Tutorial&quot; Playlist: \u25ba\u25ba https:\/\/bit.ly\/TuTPlaylist Disclosure: Bear in mind that some of the links in this post are affiliate links and if you go through them to make a purchase I will earn a commission. Keep in mind that I link these companies and their products because of their quality and not because of the commission I receive from your purchases. The decision is yours, and whether or not you decide to buy something is completely up to you.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Long Video Length Editing No Problem! ComfyUI Wan Vace Inpaint Outpaint\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_64gMlqxbgTk\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F64gMlqxbgTk%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/64gMlqxbgTk\" \/><meta itemprop=\"duration\" content=\"PT15M16S\" \/><meta itemprop=\"uploadDate\" content=\"2025-07-17T15:16:27Z\" \/><\/div><div id=\"lyte_64gMlqxbgTk\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F64gMlqxbgTk%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Long Video Length Editing No Problem! ComfyUI Wan Vace Inpaint Outpaint<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/64gMlqxbgTk\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F64gMlqxbgTk%2F0.jpg\" alt=\"Long Video Length Editing No Problem! ComfyUI Wan Vace Inpaint Outpaint\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"ComfyUI Wan Vace Video Editing Inpaint Outpaint - Long Video Length Locally No Problem! In this video, we dive deep into advanced video editing techniques using the WAN Video Vase, a powerful tool for expanding aspect ratios, enhancing video quality, and performing outpainting or inpainting with precision. Whether you&#039;re looking to transform portrait videos into cinematic widescreen masterpieces or add futuristic elements like cyberpunk styles to your footage, this tutorial has got you covered. Learn how to use cutting-edge AI models, looping logic, and mask editing workflows to take your video projects to the next level. Perfect for content creators, filmmakers, and AI enthusiasts who want to push creative boundaries! Who Is This Content Suitable For: This content is ideal for video editors, YouTubers, filmmakers, AI enthusiasts, and anyone interested in leveraging AI tools for creative purposes. It\u2019s also great for those familiar with ComfyUI workflows and advanced video-to-video generation techniques. Why It Matters: Mastering these techniques allows creators to produce high-quality, visually stunning videos that stand out in today\u2019s competitive digital landscape. By learning how to use tools like the WAN Video Vase effectively, you can save time, enhance creativity, and achieve professional-grade results without breaking the bank. Related Tutorial : AI Video Generation Upgrade In ComfyUI - Unlimited Length Workflow Using Logical Conditions https:\/\/www.youtube.com\/watch?v=BR1Lgnh--ok ComfyUI Wan 2.1 Vace Video2Video With Long Video Length Generation - Tutorial https:\/\/www.youtube.com\/watch?v=4Y3s1_4FnwE Example Workflows Freebies Easy Levels for Everyone: https:\/\/www.patreon.com\/posts\/134341201?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250717 Additional for Patreon Supporters : https:\/\/www.patreon.com\/posts\/134342230?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250717 If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"RIP FLUX! THE BEST FREE NSFW IMAGE AI KING WAS RIGHT HERE!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_oOGiYy7cTFw\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FoOGiYy7cTFw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/oOGiYy7cTFw\" \/><meta itemprop=\"duration\" content=\"PT21M14S\" \/><meta itemprop=\"uploadDate\" content=\"2025-07-13T19:18:06Z\" \/><\/div><div id=\"lyte_oOGiYy7cTFw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FoOGiYy7cTFw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">RIP FLUX! THE BEST FREE NSFW IMAGE AI KING WAS RIGHT HERE!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/oOGiYy7cTFw\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FoOGiYy7cTFw%2F0.jpg\" alt=\"RIP FLUX! THE BEST FREE NSFW IMAGE AI KING WAS RIGHT HERE!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"THE REAL IMAGE AI KING WAS HIDDEN IN PLAIN SIGHT! This model was made for VIDEO... but with the right settings, it generates INSANE images BETTER than Flux and HiDream! WHY LIMIT YOURSELF to just Flux when this model gives you ULTRA-DETAILED generations, INSANE prompt accuracy, and full LORA + ControlNet support all 100% FREE LOCALLY! IN THIS VIDEO, I\u2019ll show you how to UNLOCK THE BEST secret AI model using my ULTIMATE ComfyUI workflow fully beginner-friendly and packed with everything you need to create ABSOLUTELY STUNNING images in seconds! Did YOU know this model could do that? Let me know in the comments below! \ud83d\udc47 \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac SOCIAL MEDIA LINKS! \u2728 Support my work on Patreon: https:\/\/www.patreon.com\/aitrepreneur \u2694\ufe0f Join the Discord server: https:\/\/discord.gg\/3ErYSdyUPt \ud83e\udde0 My Second Channel THE MAKER LAIR: https:\/\/bit.ly\/themakerlair \ud83d\udce7 Business Contact: theaitrepreneur@gmail.com \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac \u2728 PATREON LINK: https:\/\/www.patreon.com\/aitrepreneur RUNPOD: https:\/\/bit.ly\/runpodAi Manual Installation Guide: https:\/\/pastebin.com\/h8aV1n84 \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac \u25ba\u25ba My PC &amp; Favorite Gear: i9-12900K: https:\/\/amzn.to\/3L03tLG RTX 3090 Gigabyte Vision OC : https:\/\/amzn.to\/40ANaue SAMSUNG 980 PRO SSD 2TB PCIe NVMe: https:\/\/amzn.to\/3oBR0WO Kingston FURY Beast 64GB 3200MHz DDR4 : https:\/\/amzn.to\/3osdZ6z iCUE 4000X - White: https:\/\/amzn.to\/40y9BAk ASRock Z690 DDR4 : https:\/\/amzn.to\/3Amcxph Corsair RM850 - White : https:\/\/amzn.to\/3NbXlm2 Corsair iCUE SP120 : https:\/\/amzn.to\/43WR9nW Noctua NH-D15 chromax.Black : https:\/\/amzn.to\/3H7qQSa EDUP PCIe WiFi 6E Card Bluetooth : https:\/\/amzn.to\/40t5Lsk Recording Gear: Rode PodMic : https:\/\/amzn.to\/43ZvYlm Rode AI-1 USB Audio Interface : https:\/\/amzn.to\/3N6ybFk Rode WS2 Microphone Pop Filter : https:\/\/amzn.to\/3oIo9Qw Elgato Wave Mic Arm : https:\/\/amzn.to\/3LosH7D Stagg XLR Cable - Black - 6M : https:\/\/amzn.to\/3L5Fuue FetHead Microphone Preamp : https:\/\/amzn.to\/41TWQ4o \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac Special thanks to Royal Emperor: - TNSEE - RG - Dean Newton - fer v - Cinemalecular Thank you so much for your support on Patreon! You are truly a glory to behold! Your generosity is immense, and it means the world to me. Thank you for helping me keep the lights on and the content flowing. Thank you very much! #wan #ai #texttoimage #imagegeneration #videogeneration \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac WATCH MY MOST POPULAR VIDEOS: RECOMMENDED WATCHING - All LLM &amp; ChatGPT Video: \u25ba\u25ba https:\/\/www.youtube.com\/playlist?list=PLkIRB85csS_tqEhGFLAPIYuQ-Rwhg_kpQ RECOMMENDED WATCHING - My &quot;Tutorial&quot; Playlist: \u25ba\u25ba https:\/\/bit.ly\/TuTPlaylist Disclosure: Bear in mind that some of the links in this post are affiliate links and if you go through them to make a purchase I will earn a commission. Keep in mind that I link these companies and their products because of their quality and not because of the commission I receive from your purchases. The decision is yours, and whether or not you decide to buy something is completely up to you.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.1 FusionX with GGUF: Upscale with Low-End GPUs\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_1Xaa-5YHq_U\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F1Xaa-5YHq_U%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/1Xaa-5YHq_U\" \/><meta itemprop=\"duration\" content=\"PT13M31S\" \/><meta itemprop=\"uploadDate\" content=\"2025-07-10T13:37:27Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_1Xaa-5YHq_U\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F1Xaa-5YHq_U%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.1 FusionX with GGUF: Upscale with Low-End GPUs<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/1Xaa-5YHq_U\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F1Xaa-5YHq_U%2F0.jpg\" alt=\"Wan 2.1 FusionX with GGUF: Upscale with Low-End GPUs\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83c\udf1f Wan 2.1 Fusion X GGUF tutorial to generate videos with perfection. \ud83c\udf1f The Wan 2.1 Fusion X GGUF is a fine-tuned model for low v-ram GPUs \u2014 the video will showcase the workflow and to upscale the videos using upscale models. This video is for creators and tech enthusiasts seeking next-level video generation. Fusion X delivers high-quality results based on the image and prompt. #comfyui #aivideo #digitalart #aitools \ud83d\udd0d Resources: Link to Workflow: https:\/\/drive.google.com\/drive\/folders\/1oYLF_9EfCsfos0Uvor505Vez3uK_5kO1?usp=sharing FusionX T2V GGUF: https:\/\/huggingface.co\/QuantStack\/Wan2.1_T2V_14B_FusionX-GGUF Text Encoder GGUF https:\/\/huggingface.co\/city96\/umt5-xxl-encoder-gguf VAE: https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/tree\/main\/split_files\/vae VAE BF16: https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/Wan2_1_VAE_bf16.safetensors I2V GGUF: https:\/\/huggingface.co\/QuantStack\/Wan2.1_I2V_14B_FusionX-GGUF\/tree\/main Clip Vision: https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/tree\/main\/split_files\/clip_vision Upscale Model: https:\/\/openmodeldb.info\/models\/4x-NomosWebPhoto-esrgan CivitAI Upscale model: https:\/\/civitai.com\/models\/147759\/remacri Images Used https:\/\/civitai.com\/images\/37423883 https:\/\/civitai.com\/images\/27708259 https:\/\/civitai.com\/images\/23200885 0:00 Introduction 0:51 Workflow Setup 1:28 Wan2.1 FusionX Text to Video 4:47 Upscale Wan2.1 videos 7:32 Wan2.1 FusionX Image to Video \ud83d\udce5 Get Started: Setup Comfy UI: https:\/\/youtu.be\/grzK5mBitzs Previous Wan2.1 FusionX: https:\/\/youtu.be\/MEdIzcflaQY Wan 2.1 Kijai&#039;s workflow: https:\/\/youtu.be\/k3aLS84WPPQ Wan 2.1 GGUF: https:\/\/youtu.be\/mOkKRNd3Pyo \ud83d\udcac Drop a comment below! \ud83d\udd14 Stay Updated: Stay connected to find the latest AI applications! Happy creating! \ud83c\udfa8\u2728 Playlist For ComfyUI - Stable Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvpVeMmJ1vHqG-uf4C4dIb0 Playlist For Krita AI Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvFhJDIXvIDZ3yveShMvgss Playlist For Fooocus AI - Stable Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqsslRSpiLmwGR8QTpDYNv7z Playlist for Forge UI https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvpZmxPPjkxV-BkuOy2FF2i\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Unlock INSANE AI Video with Wan 2.1 vace &amp;amp; ComfyUI!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_eYACeRJW_SE\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeYACeRJW_SE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/eYACeRJW_SE\" \/><meta itemprop=\"duration\" content=\"PT7M20S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-22T13:01:14Z\" \/><\/div><div id=\"lyte_eYACeRJW_SE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeYACeRJW_SE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Unlock INSANE AI Video with Wan 2.1 vace &amp; ComfyUI!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/eYACeRJW_SE\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeYACeRJW_SE%2F0.jpg\" alt=\"Unlock INSANE AI Video with Wan 2.1 vace &amp;amp; ComfyUI!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\ude80 Master Photoreal AI in 2025! Join the Photoreal Influencer Blueprint: Flux.1 [dev] on ComfyUI course now! \ud83c\udf93 Enroll Today: https:\/\/rebrand.ly\/new-flux-course \ud83d\udca5 Hurry! Limited Early Access ------------------------------------------------------------------ Download Links &amp; Workflow (Free): \u2b07\ufe0f Workflow: https:\/\/rebrand.ly\/wanvace \u2b07\ufe0f Wan Vace GGUF: https:\/\/huggingface.co\/QuantStack\/Wan2.1-VACE-14B-GGUF\/tree\/main ------------------------------------------------------------------ \ud835\udd4f : https:\/\/X.com\/Aiconomist1 Bonnie Vargova: https:\/\/instagram.com\/bonnie.vargova\/ For Business: \u279c aiconomist@pixelailabs.com ------------------------------------------------------------------ Discover Wan 2.1 vace, the cutting-edge open-source AI video model taking creativity to the next level, alongside the stunning Skyreels Version 2! This comprehensive ComfyUI tutorial walks you through everything from setup and model selection (14B &amp; 1.3B parameters) to mastering reference-to-video (R2V), video-to-video (V2V), and masked video-to-video (MV2V). Learn prompt engineering, ControlNet integration (Canny, OpenPose, Depth), and advanced tips to generate jaw-dropping AI videos. Plus, get a sneak peek into our new &quot;Photoreal Influencer Blueprint&quot; course and a chance to win free access! #flux #comfyui #ainews #gpt #aivideo ------------------------------------------------------------------\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.1 VACE Video 2 Video, with Image Reference Walkthrough\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_CDH-_uKtwEA\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCDH-_uKtwEA%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/CDH-_uKtwEA\" \/><meta itemprop=\"duration\" content=\"PT23M33S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-23T17:00:31Z\" \/><\/div><div id=\"lyte_CDH-_uKtwEA\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCDH-_uKtwEA%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.1 VACE Video 2 Video, with Image Reference Walkthrough<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/CDH-_uKtwEA\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCDH-_uKtwEA%2F0.jpg\" alt=\"Wan 2.1 VACE Video 2 Video, with Image Reference Walkthrough\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"#comfyui #aitutorials #controlnet This VACE video model utilizing a relatively simple workflow may be much better than using the previous Wan 2.1 Fun Control Model. In this walktrhough tutorial I will show you how to build the workflow and where this model and its ComfyUI native node outshine the Fun Control model. Free Workflows can be found at: https:\/\/patreon.com\/ArcaneAiAlchemy Wan 2.1 VACE 14B model: https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_vace_14B_fp16.safetensors Wan 2.1 VACE 1.3B model: https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_vace_1.3B_fp16.safetensors Timestamps: 00:00 Intro 00:59 Building the Workflow 05:58 Options in the Load Video Helper Suite Node 07:03 Why Image Sizes Need to Match 08:37 Using AIO Preprocessor to get Motion 11:41 First Output (No Prompt) 12:21 2nd Output (With Prompt) 12:48 Comparing the VACE to Wan Fun Control 13:29 Weakpoints of VACE currently 14:45 About the Trim Latent Node 17:03 Changing the Dimensions &amp; Adding Layered Preprocessors 18:29 Result of having Mismatched Image\/Video Dimensions 19:56 Layering Prepocessors result 20:40 Reviewing Finished Workflow and its Parts 22:08 Special thanks and Tell me more!\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Float In ComfyUI With Wan VACE - Audio-driven Talking Portrait\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_YTZ5J3KcC60\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FYTZ5J3KcC60%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/YTZ5J3KcC60\" \/><meta itemprop=\"duration\" content=\"PT16M44S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-23T13:56:19Z\" \/><\/div><div id=\"lyte_YTZ5J3KcC60\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FYTZ5J3KcC60%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Float In ComfyUI With Wan VACE - Audio-driven Talking Portrait<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/YTZ5J3KcC60\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FYTZ5J3KcC60%2F0.jpg\" alt=\"Float In ComfyUI With Wan VACE - Audio-driven Talking Portrait\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Float In ComfyUI With Wan VACE - Audio-driven Talking Portrait In this video, we explore Float, a cutting-edge AI talking portrait tool that generates lifelike lip-syncing avatars from just an image and audio input. Learn how to install and run Float in ComfyUI, optimize settings for facial expressions and emotions, and integrate it with WAN 2.1 Vace for advanced outpainting to create dynamic, full-body talking videos. Whether you&#039;re a content creator, AI enthusiast, or developer, this tutorial covers everything from basic setup to advanced workflows, including VRAM optimization and multi-GPU support for longer video generation. Who is this for? Content creators looking for realistic AI avatars AI developers exploring lip-syncing frameworks Tech enthusiasts experimenting with ComfyUI workflows Video editors wanting to enhance talking-head productions Why it matters: Float offers smoother facial animations compared to older tools like Sonic and Latent Sync, while integration with WAN 2.1 Vace enables full-scene outpainting for professional-quality videos. This workflow is VRAM-friendly, making it accessible for mid-range hardware. Generative Motion Latent Flow Matching for Audio-driven Talking Portrait Taekyung Ki1 Dongchan Min2 Gyeongsu Chae1 1DeepBrain AI Inc. 2KAIST https:\/\/deepbrainai-research.github.io\/float\/ https:\/\/github.com\/deepbrainai-research\/float ComfyUI-FLOAT https:\/\/github.com\/yuvraj108c\/ComfyUI-FLOAT VACE explained in previous video : https:\/\/www.youtube.com\/watch?v=PWVXbeKlXbY Attached the example workflow for Float , you can practice and try it with other AI video like the example show in the video tutorial: https:\/\/www.patreon.com\/posts\/129688882\/?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250523 If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Free  workflow download<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.1 ComfyUI for Story-Driven Motion First + Last Frame to Video\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ReXaksRMyag\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FReXaksRMyag%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ReXaksRMyag\" \/><meta itemprop=\"duration\" content=\"PT11M46S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-21T13:44:27Z\" \/><\/div><div id=\"lyte_ReXaksRMyag\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FReXaksRMyag%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.1 ComfyUI for Story-Driven Motion First + Last Frame to Video<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ReXaksRMyag\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FReXaksRMyag%2F0.jpg\" alt=\"Wan 2.1 ComfyUI for Story-Driven Motion First + Last Frame to Video\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Use the WAN2 First-Last-Frame Video model inside ComfyUI to generate believable in-between frames using just two still images\u2014creating a seamless motion that feels like the AI imagined everything in between. Workflow download: https:\/\/goshnii.gumroad.com\/ Creators Resources: https:\/\/goshnii.gumroad.com\/l\/creatorsresources Video Models for WAN 2 (Hugging Face) https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/tree\/main\/split_files\/diffusion_models Then save this into \/ comfyui \/ models \/ diffusion models. ComfyUI-VideoUpscale: https:\/\/github.com\/ShmuelRonen\/ComfyUI-VideoUpscale_WithModel Helpful Videos: Wan 2.1 ComfyUI (Installation + Tutorial): https:\/\/youtu.be\/AKglv_61VGs WAN 2.1 Video to Video using WanFun ControlNet in ComfyUI https:\/\/youtu.be\/iWdJXbLIdRw Need help or have any questions, plan a free call with me to see if I could help. https:\/\/calendly.com\/goshniionline\/1-on-1-conversion Best Music &amp; SFX for Creators: https:\/\/bit.ly\/3TdAqIA (get 2 extra months free) #comfyui #wan2.1 #wan2.1comfyui #videotovideo #WAN2Workflow #WanFunControlNet #AIAnimation #ConsistentAICharacters *There are affiliate links here, which means that when someone makes a qualifying purchase, I get rewarded. You won&#039;t pay anything, and it supports this channel.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u3010ComfyUI AI\u89c6\u9891\u9996\u5c3e\u5e27\u4e1d\u6ed1\u52a8\u753b\u3011Wan2.1 \u5f00\u6e90\u514d\u8d39\uff01\u8d85\u7ea7\u68d2\u68d2\u68d2\uff01\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_sAi2nZr5dOE\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FsAi2nZr5dOE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/sAi2nZr5dOE\" \/><meta itemprop=\"duration\" content=\"PT12M28S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-05T06:00:45Z\" \/><\/div><div id=\"lyte_sAi2nZr5dOE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FsAi2nZr5dOE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u3010ComfyUI AI\u89c6\u9891\u9996\u5c3e\u5e27\u4e1d\u6ed1\u52a8\u753b\u3011Wan2.1 \u5f00\u6e90\u514d\u8d39\uff01\u8d85\u7ea7\u68d2\u68d2\u68d2\uff01<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/sAi2nZr5dOE\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FsAi2nZr5dOE%2F0.jpg\" alt=\"\u3010ComfyUI AI\u89c6\u9891\u9996\u5c3e\u5e27\u4e1d\u6ed1\u52a8\u753b\u3011Wan2.1 \u5f00\u6e90\u514d\u8d39\uff01\u8d85\u7ea7\u68d2\u68d2\u68d2\uff01\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u6a21\u578b\u4e0b\u8f7d\uff1ahttps:\/\/pan.quark.cn\/s\/4ad9f29f97eb \u5de5\u4f5c\u6d41\u4e0b\u8f7d\uff08\u9080\u8bf7\u7801kol01-RH145\uff09\uff1ahttps:\/\/www.runninghub.cn\/post\/1918543439799975938\/?inviteCode=kol01-rh145 \u6269\u5c55\uff1ahttps:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper \u8bfe\u7a0b\uff08B\u7ad9\uff09\u8d2d\u4e70\u94fe\u63a5\uff1ahttps:\/\/www.bilibili.com\/cheese\/play\/ss28087 \u8bfe\u7a0b\uff08\u98de\u4e66\uff09\u8d2d\u4e70\u94fe\u63a5\uff08\u5e26\u8bfe\u7a0b\u7b14\u8bb0\uff09\uff1ahttps:\/\/airaysheng.feishu.cn\/wiki\/TGdnws6WOiQadtkCm4RcKvLgnmh?from=from_copylink \u6211\u7684B\u7ad9\uff1ahttps:\/\/b23.tv\/o4IoqKZ \u3010A\u5361\uff0cMac\u7cfb\u7edf\u6216\u8005\u663e\u5361\u4e0d\u597d\u7684\u5efa\u8bae\u4f7f\u7528\u4e91\u670d\u52a1\u3011 \u5df2\u4e3a\u5927\u5bb6\u5168\u65b9\u4f4d\u90e8\u7f72\u597d\u6ce8\u518c\u94fe\u63a5\uff1ahttps:\/\/www.xiangongyun.com\/register\/V8JXZR \u9080\u8bf7\u7801\uff1aV8JXZR \u6ce8\u518c\u53ef\u514d\u8d39\u4f53\u9a8c4\u5c0f\u65f64090 \u4f7f\u7528\u6559\u7a0b\uff1ahttps:\/\/youtu.be\/pU7b4Aj4R3A \u5feb\u6765\u52a0\u5165\u5c0f\u738b\u5b50\u7684\u57ce\u5821\uff01\u548c\u5c0f\u738b\u5b50\u4e00\u8d77\u5b88\u62a4\u7f8e\u4e3d\u7684\u738b\u56fd\u5427~ \u91cc\u9762\u6709\u5f88\u591aAIGC\u8d44\u6599\u7b49\u4f60\u6765\u89e3\u9501~ \u5c0f\u738b\u5b50Discord\u57ce\u5821\u793e\u7fa4\u94fe\u63a5\uff1ahttps:\/\/discord.gg\/9sJRDU6nbu \u3010\u5168\u7f51\u6700\u5feb\u6700\u7a33\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684VPN\u8d2d\u4e70\u7f51\u7ad9\u63a8\u8350\u3011 https:\/\/a.lelian.co\/#\/register?code=sesonABV \u70b9\u51fb\u4e0a\u9762\u94fe\u63a5\u53ef\u4ee5\u83b7\u5f97\u5c0f\u738b\u5b50\u4e13\u5c5e85\u6298\u4f18\u60e0\uff08\u4f18\u60e0\u7801\uff1axwz\uff09 \u3010Midjourney, ChatGPT\u7b49 \u8d85\u5168AI\u8d26\u53f7\u5408\u79df\/\u72ec\u4eab\u8d2d\u4e70\u5e73\u53f0\u3011 https:\/\/nf.video\/RpdT9 \u4e13\u5c5e\u4f18\u60e0\u7801\uff1axwz \u53ef\u4eab\u67099.5\u6298\u7684\u4f18\u60e0\uff01\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Shoot ENTIRE MOVIES with this FREE AI WORKFLOW! [ComfyUI Tutorial]\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_pd76XGHCavY\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fpd76XGHCavY%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/pd76XGHCavY\" \/><meta itemprop=\"duration\" content=\"PT21M23S\" \/><meta itemprop=\"uploadDate\" content=\"2025-05-01T11:42:27Z\" \/><\/div><div id=\"lyte_pd76XGHCavY\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fpd76XGHCavY%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Shoot ENTIRE MOVIES with this FREE AI WORKFLOW! [ComfyUI Tutorial]<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/pd76XGHCavY\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fpd76XGHCavY%2F0.jpg\" alt=\"Shoot ENTIRE MOVIES with this FREE AI WORKFLOW! [ComfyUI Tutorial]\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Create visually stunning films with our free AI workflow that brings Hollywood-quality actor replacement, style transformation, and professional effects to independent filmmakers everywhere. If you like my work, please consider supporting me on Patreon: https:\/\/www.patreon.com\/Mickmumpitz Follow me on Twitter: https:\/\/twitter.com\/mickmumpitz Check out our new Website (beta): https:\/\/mickmumpitz.ai\/ ComfyUI Install Guide: https:\/\/mickmumpitz.ai\/guides\/installing-comfyui Download the FREE workflows here (no sign up required!): https:\/\/www.patreon.com\/posts\/shoot-entire-ai-127894905?utm_medium=clipboard_copy&amp;utm_source=copyLink&amp;utm_campaign=postshare_creator&amp;utm_content=join_link Download the Advanced Workflows &amp; Example Files here: https:\/\/www.patreon.com\/posts\/shoot-entire-ai-127895560?utm_medium=clipboard_copy&amp;utm_source=copyLink&amp;utm_campaign=postshare_creator&amp;utm_content=join_link We tested the workflows on a RTX 2070 8GB Vram and a 4090 with 24GB VRAM. Chapters: 00:00 Intro 00:47 Model &amp; Workflow 03:51 Inpainting Installation 05:36 Inpainting Demo 07:24 Consistent Characters 09:50 Video Workflow Installation 11:11 Video Workflow Demo 13:09 Style Transformation 13:38 Advanced Workflows 15:18 Clean Plate Creator 17:13 Start Frame + End Frame 17:25 Change Camera 18:02 Finalization 18:42 Final Short Film Transform smartphone footage into Hollywood-quality films with our free, open-source Wan2.1 AI workflow that lets you replace actors, change visual styles, generate new shots from text, and modify camera movements\u2014capabilities once exclusive to major studios. We&#039;ve proven its power by filming an entire Kafka-inspired short on a phone, using ControlNets and a custom-trained LoRA to seamlessly transform myself into a consistent beetle character across all scenes. Our easy-to-use ComfyUI workflows (which even outperform Adobe&#039;s expensive Content-Aware Fill) are available for download now, whether you&#039;re creating surreal transformations or simply turning yourself into an anime character\u2014watch till the end to see the complete metamorphosis!\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"BEST Video2Video Restyling with Wan VACE in ComfyUI.\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_QqDiRik4N1U\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FQqDiRik4N1U%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/QqDiRik4N1U\" \/><meta itemprop=\"duration\" content=\"PT13M22S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-26T12:42:09Z\" \/><\/div><div id=\"lyte_QqDiRik4N1U\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FQqDiRik4N1U%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">BEST Video2Video Restyling with Wan VACE in ComfyUI.<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/QqDiRik4N1U\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FQqDiRik4N1U%2F0.jpg\" alt=\"BEST Video2Video Restyling with Wan VACE in ComfyUI.\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Wan VACE tutorial where I guide you through video2video restyling with a reference image. Download workflow here (free) https:\/\/www.patreon.com\/posts\/restyle-with-wan-127437500 Install models https:\/\/huggingface.co\/ali-vilab\/VACE-Wan2.1-1.3B-Preview\/blob\/main\/diffusion_pytorch_model.safetensors Place in \/comfyui\/models\/diffusion_models\/ https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/umt5-xxl-enc-bf16.safetensors Place in \/comfyui\/models\/clip\/ Wan vae: Download from Model Manager Press R to refresh ComfyUI 20% off recommended online AI platform for ComfyUI, Flux, Wan &amp; Stable Diffusion (affiliate): https:\/\/www.thinkdiffusion.com\/sebastiankamph Exclusive guides and content here https:\/\/www.patreon.com\/sebastiankamph Chat with me in our community discord: https:\/\/discord.gg\/dFB7zuXyFY Stable Diffusion for Beginners Playlist https:\/\/www.youtube.com\/playlist?list=PLXS4AwfYDUi5sbsxZmDQWxOQTml9Uqyd2 My Weekly AI Art Challenges https:\/\/www.youtube.com\/playlist?list=PLXS4AwfYDUi7RvFm4K6lKBH_acaZQMKY4 My Stable diffusion workflow to Perfect Images https:\/\/youtu.be\/4u-Ytioi3DM ControlNet tutorial and install guide https:\/\/youtu.be\/vFZgPyCJflE Famous Scenes Remade by ControlNet AI https:\/\/youtu.be\/wVbWZ-Ph9lE\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ComfyUI Tutorial Series Ep 39: Using WAN 2.1 with LoRAs for Wild Effects! (Squish, Crush &amp;amp; More)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_p5ijv8O-9Bs\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fp5ijv8O-9Bs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/p5ijv8O-9Bs\" \/><meta itemprop=\"duration\" content=\"PT9M35S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-18T16:01:00Z\" \/><\/div><div id=\"lyte_p5ijv8O-9Bs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fp5ijv8O-9Bs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ComfyUI Tutorial Series Ep 39: Using WAN 2.1 with LoRAs for Wild Effects! (Squish, Crush &amp; More)<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/p5ijv8O-9Bs\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fp5ijv8O-9Bs%2F0.jpg\" alt=\"ComfyUI Tutorial Series Ep 39: Using WAN 2.1 with LoRAs for Wild Effects! (Squish, Crush &amp;amp; More)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Unlock mind-blowing animation effects in ComfyUI with WAN 2.1 and LoRAs! In this episode, learn how to create viral effects like squish, inflate, crush, rotate, and more using simple workflows. All workflows are free to download from Discord, and I\u2019ll guide you step by step on how to install, set up, and run them smoothly. \ud83d\udd25 What You\u2019ll Learn in This Episode: \u2705 How to set up WAN 2.1 with LoRAs for unique animation effects \u2705 Where to download LoRAs and trigger words for better results \u2705 How to generate 4-5 second animation clips with optimized settings \u2705 Running ComfyUI in the cloud for those without a powerful GPU Each effect is controlled by a different LoRA, and I\u2019ve included workflows for each one to make it easy to swap and experiment. Whether you want to squish a bunny, inflate objects like a balloon, crush things with a hydraulic press, or turn everything into cake, this tutorial has you covered! \ud83d\udd17 Get all workflows fpr free from the &quot;pixaroma workflows&quot; channel on Discord! https:\/\/discord.gg\/gggpkVgBf3 Check Other Episodes https:\/\/www.youtube.com\/playlist?list=PL-pohOSaL8P9kLZP8tQ1K1QWdZEgwiBM0 Unlock exclusive perks by joining our channel: https:\/\/www.youtube.com\/channel\/UCmMbwA-s3GZDKVzGZ-kPwaQ\/join \ud83d\udcbb Running ComfyUI in the Cloud? If your GPU isn\u2019t powerful enough, try ComfyUI on Running Hub. Just select a workflow, upload your image, and let the cloud do the processing. Wan i2v + Lora Squish Effect https:\/\/www.runninghub.ai\/post\/1901573633595318274?utm_source=kol02-RH003 Wan i2v + Rotate 360 Effect https:\/\/www.runninghub.ai\/post\/1901594558176862210?utm_source=kol02-RH003 Wan i2v + Lora Inflate Effect https:\/\/www.runninghub.ai\/post\/1901587800914042882?utm_source=kol02-RH003 Wan i2v + Cakeify Effect https:\/\/www.runninghub.ai\/post\/1901598714971201538?utm_source=kol02-RH003 Wan i2v + Crush Effect https:\/\/www.runninghub.ai\/post\/1901606405302796290?utm_source=kol02-RH003 #comfyui #imagetovideo #videoeffects\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Fantasy Talking AI In ComfyUI - Running Next Level Of AI Talking Avatar Locally\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_bSssQdqXy9A\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FbSssQdqXy9A%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/bSssQdqXy9A\" \/><meta itemprop=\"duration\" content=\"PT21M14S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-30T13:01:10Z\" \/><\/div><div id=\"lyte_bSssQdqXy9A\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FbSssQdqXy9A%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Fantasy Talking AI In ComfyUI - Running Next Level Of AI Talking Avatar Locally<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/bSssQdqXy9A\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FbSssQdqXy9A%2F0.jpg\" alt=\"Fantasy Talking AI In ComfyUI - Running Next Level Of AI Talking Avatar Locally\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Fantasy Talking In ComfyUI Locally - Running Next Level Of AI Talking Avatar Discover Alibaba\u2019s Fantasy Talking AI\u2014the breakthrough in hyper-realistic talking avatars! In this video, we test its lip-syncing accuracy, body movements, and seamless audio integration using WAN 2.1 as the base model. Watch as we compare it to older AI avatars, optimize FPS settings for perfect sync, and even integrate AI-generated voices for next-level content creation. Plus, get a step-by-step guide to running it in ComfyUI\u2014from model setup to workflow tweaks! Who Is This For? Content creators wanting AI-powered talking avatars for videos. ComfyUI users exploring WAN 2.1-based AI tools. Tech enthusiasts tracking Alibaba\u2019s latest AI innovations. Marketers and influencers needing customizable digital spokespeople. Why It Matters: Fantasy Talking sets a new standard for AI-driven lip-syncing and facial animations, making it ideal for ads, virtual influencers, and dynamic storytelling. While still evolving, its ability to sync fast-paced audio and animate full-body movements makes it a game-changer. Workflow for freebies , model link, custom node links in this post: https:\/\/www.patreon.com\/posts\/127808092?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250430 Additional content for Patreon Supporters: https:\/\/www.patreon.com\/posts\/127808329?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250430 FantasyTalking https:\/\/huggingface.co\/acvlab\/FantasyTalking Demo : https:\/\/huggingface.co\/spaces\/acvlab\/FantasyTalking ComfyUI Model Download: https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/fantasytalking_fp16.safetensors If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech Discord : https:\/\/discord.com\/invite\/BTXWX4vVTS\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ReCamMaster Wan 2.1 In ComfyUI - Re-capture Video With Novel Camera Trajectories Using AI\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_uP0x0hinSTU\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuP0x0hinSTU%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/uP0x0hinSTU\" \/><meta itemprop=\"duration\" content=\"PT8M45S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-14T13:01:27Z\" \/><\/div><div id=\"lyte_uP0x0hinSTU\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuP0x0hinSTU%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ReCamMaster Wan 2.1 In ComfyUI - Re-capture Video With Novel Camera Trajectories Using AI<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/uP0x0hinSTU\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuP0x0hinSTU%2F0.jpg\" alt=\"ReCamMaster Wan 2.1 In ComfyUI - Re-capture Video With Novel Camera Trajectories Using AI\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"ReCamMaster Wan 2.1 In ComfyUI - Re-capture Video With Novel Camera Trajectories Using AI Transform your static videos into dynamic masterpieces using the groundbreaking ReCamMaster framework! In this video, discover how to inject AI-powered camera motions\u2014like panning, tilting, zooming, and custom trajectories\u2014into existing or AI-generated videos. Built to integrate seamlessly with WAN 2.1 and tools like ComfyUI, this framework elevates video production by enabling Hollywood-level camera movements without expensive equipment. Whether you\u2019re enhancing AI-generated content or real footage, learn to create cinematic transitions, arc motions, and more with step-by-step guidance. Who is this for? AI video creators and developers Filmmakers and content creators seeking dynamic camera effects Tech enthusiasts exploring AI video generation tools Anyone using static footage who wants to add professional motion Why it matters: Dynamic camera angles are key to engaging storytelling. ReCamMaster democratizes advanced cinematography, making it accessible through open-source tools and pre-trained models. Whether for YouTube content, short films, or AI-generated projects, this framework unlocks creative possibilities previously limited to high-budget productions. Resources: ComfyUI Workflow (Freebie) : https:\/\/www.patreon.com\/posts\/126626847?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250414 Project Page: https:\/\/jianhongbai.github.io\/ReCamMaster\/ In ComfyUI Use Custom Node ComfyUI-WanVideoWrapper : https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper Diffusion Model To Use: https:\/\/huggingface.co\/KwaiVGI\/ReCamMaster-Wan2.1\/blob\/main\/step20000.ckpt Or from Repackaged https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/blob\/main\/Wan2_1_kwai_recammaster_1_3B_step20000_bf16.safetensors If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech Discord : https:\/\/discord.com\/invite\/BTXWX4vVTS #aivideo #comfyui #comfyuitutorial #aianimation\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Hunyuan vs WAN 2.1 (April 2025 Demo) | Free Image-to-Video AI |\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_MqU57ZaL5MM\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMqU57ZaL5MM%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/MqU57ZaL5MM\" \/><meta itemprop=\"duration\" content=\"PT19M10S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-23T09:47:38Z\" \/><\/div><div id=\"lyte_MqU57ZaL5MM\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMqU57ZaL5MM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Hunyuan vs WAN 2.1 (April 2025 Demo) | Free Image-to-Video AI |<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/MqU57ZaL5MM\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMqU57ZaL5MM%2F0.jpg\" alt=\"Hunyuan vs WAN 2.1 (April 2025 Demo) | Free Image-to-Video AI |\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"In this video, I compare four AI image-to-video models: Hunyuan (Open-source, local, free) WAN 2.1 (Open-source, local, free) LTX (Open-source, local, free) MiniMax Hailuo (Paid, cloud-based) I test their video prompt adherence, generation time, output quality. I also take a deeper look into prompts and camera movements. Beyond the comparisons, I share my personal take on each model, outlining the pros and cons of both free open-source solutions and paid cloud-based options. To wrap up, I showcase three AI video workflows in ComfyUI\u2014one for Hunyuan, LTX and WAN 2.1- to help you get started with all models. \ud83d\udd25 Which model do you think performs best? Let me know your thoughts in the comments! \ud83d\udc49 Join my Patreon for exclusive access to my LoRA and more in-depth content: https:\/\/www.patreon.com\/c\/AtelierDesignAlgorithmic Chapters: 00:00 \u2013 Introduction 00:51 \u2013 Rhino &amp; Grasshopper Workflow Overview + ComfyUI Image Generation Process 02:25 \u2013 Minimax + Prompt Review 03:50 \u2013 HunYuan Model Review 05:08 \u2013 WAN 2.1 Breakdown 06:53 \u2013 LTX Overview 08:24 \u2013 Video Processing Time Comparison 09:14 \u2013 Minimax HailuoAI Interface Walkthrough 10:56 \u2013 HunYuan Workflow in ComfyUI 14:58 \u2013 LTX Workflow in ComfyUI 16:31 \u2013 WAN 2.1 Workflow in ComfyUI 17:18 \u2013 Conclusion &amp; Key Takeaways . \ud83d\udccc Resources: Install ComfyUI : https:\/\/youtu.be\/JPiNFtoBi_Q Hunyuan : https:\/\/comfyanonymous.github.io\/ComfyUI_examples\/hunyuan_video\/ Wan 2.1 How to start : https:\/\/comfyui-wiki.com\/en\/tutorial\/advanced\/wan21-video-model LTX : https:\/\/blog.comfy.org\/p\/ltx-video-095-day-1-support-in-comfyui . \ud83d\udd14 Subscribe and turn on notifications to stay updated with new videos, and don\u2019t forget to leave a like and comment if this tutorial helped you! Your support is what keeps this channel going. . \ud83d\udccc Resources: Join the community on Discord : https:\/\/discord.gg\/a8zueNef Become a Patreon : https:\/\/www.patreon.com\/c\/AtelierDesignAlgorithmic \u2022 Access all workflow &amp; files \u2022 Unlock exclusive perks on discord More tutorials and content about AI &amp; computational design: https:\/\/www.youtube.com\/channel\/UCoHNO3-ZFfc1Z6feiZ-_Zew ________________________________________ Support the Channel on Patreon: If you enjoyed this tutorial and want to see more like it, consider supporting the channel on Patreon : https:\/\/www.patreon.com\/c\/AtelierDesignAlgorithmic ! Your support helps me create high-quality content and keep these tutorials free for everyone. Plus, Patreon members get early access, behind-the-scenes insights, and exclusive content tailored to boost your skills in architecture, computational design &amp; AI. ________________________________________ Let\u2019s Connect: \u2022 LinkedIn: https:\/\/www.linkedin.com\/in\/brice-pannetier \u2022 Instagram: https:\/\/www.instagram.com\/atelierdesigna\/ \u2022 Thread: https:\/\/www.threads.net\/@atelierdesigna \u2022 Website: https:\/\/www.iiiic.studio\/computational ________________________________________ Thank you for watching and for being part of this community! #AI #ArchitectureAI #imagetovideo #model #flux #wan2.1 #ltx\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan2.1 Fun\u6a21\u578b\uff1a\u9996\u5c3e\u5e27\u529f\u80fd\u53ef\u5236\u4f5c\u5efa\u7b51\u5f00\u82b1\u6548\u679c\uff0c\u63a7\u5236\u89c6\u9891\u8f93\u5165\u8f7b\u677e\u8fdb\u884c\u89c6\u9891\u8f6c\u7ed8\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_vnIHjDlOB1s\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvnIHjDlOB1s%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/vnIHjDlOB1s\" \/><meta itemprop=\"duration\" content=\"PT17M47S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-14T06:29:21Z\" \/><\/div><div id=\"lyte_vnIHjDlOB1s\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvnIHjDlOB1s%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan2.1 Fun\u6a21\u578b\uff1a\u9996\u5c3e\u5e27\u529f\u80fd\u53ef\u5236\u4f5c\u5efa\u7b51\u5f00\u82b1\u6548\u679c\uff0c\u63a7\u5236\u89c6\u9891\u8f93\u5165\u8f7b\u677e\u8fdb\u884c\u89c6\u9891\u8f6c\u7ed8<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/vnIHjDlOB1s\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvnIHjDlOB1s%2F0.jpg\" alt=\"Wan2.1 Fun\u6a21\u578b\uff1a\u9996\u5c3e\u5e27\u529f\u80fd\u53ef\u5236\u4f5c\u5efa\u7b51\u5f00\u82b1\u6548\u679c\uff0c\u63a7\u5236\u89c6\u9891\u8f93\u5165\u8f7b\u677e\u8fdb\u884c\u89c6\u9891\u8f6c\u7ed8\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u4e4b\u524d\u6211\u4ecb\u7ecd\u4e86\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u4e07\u76f8\u53d1\u5e03\u7684Wan2.1\u7cfb\u5217\u6a21\u578b\u7684\u4f7f\u7528\uff0c\u79f0\u5b83\u662f\u76ee\u524d\u8d28\u91cf\u6700\u597d\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u6211\u5229\u7528\u56fe\u751f\u89c6\u9891\u6a21\u578b\u5236\u4f5c\u4e86\u4e0d\u5c11\u60ca\u8273\u7684\u6548\u679c\u3002\u6700\u8fd1\uff0c\u540c\u5c5e\u4e8e\u963f\u91cc\u5df4\u5df4\u7684\u53e6\u4e00\u4e2a\u56e2\u961f\uff0c\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff08PAI\uff09\u53d1\u5e03Wan Fun\u7cfb\u5217\u6a21\u578b\uff0c\u4e0e\u4ed6\u4eec\u6b64\u524d\u53d1\u5e03CogVideoX 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\u52a0\u901f\uff08TeaCache\uff09\u53ca\u63d0\u5347\u89c6\u9891\u8d28\u91cf\uff08Enhance A Video\uff09\uff1ahttps:\/\/github.com\/kijai\/ComfyUI-KJNodes \u5408\u6210\u89c6\u9891 VideoCombine\uff1ahttps:\/\/github.com\/Kosinkadink\/ComfyUI-VideoHelperSuite \u53cd\u63a8\u63d0\u793a\u8bcdCaptionThis\uff1ahttps:\/\/github.com\/MieMieeeee\/ComfyUI-CaptionThis \u5b98\u65b9\u6a21\u578b\uff1a Wan2.1-Fun-14B-InP: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-14B-InP\/tree\/main Wan2.1-Fun-1.3B-InP: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-1.3B-InP\/tree\/main Wan2.1-Fun-14B-Control: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-14B-Control\/tree\/main Wan2.1-Fun-1.3B-Control: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-1.3B-Control\/tree\/main GGUF\u7248\u6a21\u578b\uff1ahttps:\/\/huggingface.co\/city96 \u5de5\u4f5c\u6d41\uff1ahttps:\/\/drive.google.com\/drive\/folders\/1FBvcyvcgw4svr1l1OIkhKlyCjnvaA-T-?usp=sharing\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"[ComfyUI]VACE\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff0c\u4f4e\u663e\u5b58\u53ef\u7528\u89c6\u9891\u8f6c\u7ed8\uff0c\u6df1\u5ea6\u56fe\u9aa8\u9abc\u56fe\u63a7\u5236\uff0c\u9996\u5c3e\u5e27\u89c6\u9891\u751f\u6210\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_GWdfhJW2M8Y\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FGWdfhJW2M8Y%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/GWdfhJW2M8Y\" \/><meta itemprop=\"duration\" content=\"PT16M47S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-11T00:00:24Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_GWdfhJW2M8Y\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FGWdfhJW2M8Y%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">[ComfyUI]VACE\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff0c\u4f4e\u663e\u5b58\u53ef\u7528\u89c6\u9891\u8f6c\u7ed8\uff0c\u6df1\u5ea6\u56fe\u9aa8\u9abc\u56fe\u63a7\u5236\uff0c\u9996\u5c3e\u5e27\u89c6\u9891\u751f\u6210<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/GWdfhJW2M8Y\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FGWdfhJW2M8Y%2F0.jpg\" alt=\"[ComfyUI]VACE\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff0c\u4f4e\u663e\u5b58\u53ef\u7528\u89c6\u9891\u8f6c\u7ed8\uff0c\u6df1\u5ea6\u56fe\u9aa8\u9abc\u56fe\u63a7\u5236\uff0c\u9996\u5c3e\u5e27\u89c6\u9891\u751f\u6210\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u7f51\u76d8\u8d44\u6599\u5206\u4eab\uff1ahttps:\/\/pan.quark.cn\/s\/ef8c64027412 \u8be6\u7ec6\u6587\u7ae0\u4ee5\u53ca\u6307\u5bfc\u6307\u5357\u53ef\u52a0\u5165\u661f\u7403\u67e5\u770b\u3002 \u6df1\u5165\u5b66\u4e60ComfyUI\uff0c\u53ef\u52a0\u5165\u77e5\u8bc6\u661f\u7403app\uff1a71297236 ComfyUI\u4ea4\u6d41\u7fa4:191462629 ComfyUI\u4ea4\u6d41\u4e8c\u7fa4\uff1a563566981 ComfyUI\u4ea4\u6d41\u4e09\u7fa4\uff1a974308932 \u4ea4\u6d41\u7fa4\u4f1a\u4e0d\u5b9a\u671f\u8fdb\u884c\u7fa4\u5185\u76f4\u64ad\u3002 \u300a\u5165\u95e8\u8fdb\u9636\u76f4\u64ad\u8bfe\u7a0b\u300b\u6b63\u5728\u6301\u7eed\u62db\u751f\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u52a0\u5165\u4ea4\u6d41\u7fa4\u4e86\u89e3\u3002chapters: 00:00 \u524d\u8a00 00:41 \u9879\u76ee\u7b80\u4ecb 02:01 \u89c6\u9891\u8f6c\u7ed8\u5de5\u4f5c\u6d41 06:43 \u9996\u5c3e\u5e27\u89c6\u9891\u6548\u679c\u6f14\u793a 09:29 \u89c6\u9891\u91cd\u7ed8\u5de5\u4f5c\u6d41\u5206\u6790\u6539\u8fdb\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"WAN 2.1 Video to Video using WanFun ControlNet in ComfyUI\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_iWdJXbLIdRw\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiWdJXbLIdRw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/iWdJXbLIdRw\" \/><meta itemprop=\"duration\" content=\"PT14M40S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-10T13:01:13Z\" \/><\/div><div id=\"lyte_iWdJXbLIdRw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiWdJXbLIdRw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">WAN 2.1 Video to Video using WanFun ControlNet in ComfyUI<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/iWdJXbLIdRw\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiWdJXbLIdRw%2F0.jpg\" alt=\"WAN 2.1 Video to Video using WanFun ControlNet in ComfyUI\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"i want this workflow: https:\/\/goshnii.gumroad.com\/ Creators Resources: https:\/\/goshnii.gumroad.com\/l\/creatorsresources Whether you\u2019re working on AI shorts, experimental videos, or building a portfolio of consistent character animation, this method gives you the control you\u2019ve been searching for. Helpful Videos: WAN 2.1 Vace for High-Quality AI Video Creation GGUF + Causvid + ControlNet https:\/\/youtu.be\/Ek2dyM5G50o Wan 2.1 ComfyUI for Visual Storytelling (Installation + Tutorial) https:\/\/youtu.be\/AKglv_61VGs Hugging Face - Wan2.1-Fun-1.3B-Control https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-1.3B-Control Then save this into \/ comfyui \/ models \/ diffusion models. If you need help or have any questions, plan a free call with me to see if I could help you. https:\/\/calendly.com\/goshniionline\/1-on-1-conversion Best Music &amp; SFX for Creators: https:\/\/bit.ly\/3TdAqIA (get 2 extra months free) Topaz: https:\/\/topazlabs.com\/ref\/2497\/ #comfyui #wan2.1 #wan2.1comfyui #videotovideo #WAN2Workflow #WanFunControlNet #AIAnimation #ConsistentAICharacters \u25b6 Become a channel member : https:\/\/www.youtube.com\/channel\/UCc6WzC69oAsg0Txkje6z5sA\/join *There are affiliate links here, which means I get rewarded when someone makes a qualifying purchase. You won&#039;t pay anything, and it supports this channel.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Remove ANYTHING from a Video in Under 3 Minutes with AI! VACE + Wan2.1 (Guide + Workflow)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_vioEox7CKUs\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvioEox7CKUs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/vioEox7CKUs\" \/><meta itemprop=\"duration\" content=\"PT8M11S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-10T13:30:47Z\" \/><\/div><div id=\"lyte_vioEox7CKUs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvioEox7CKUs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Remove ANYTHING from a Video in Under 3 Minutes with AI! VACE + Wan2.1 (Guide + Workflow)<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/vioEox7CKUs\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FvioEox7CKUs%2F0.jpg\" alt=\"Remove ANYTHING from a Video in Under 3 Minutes with AI! VACE + Wan2.1 (Guide + Workflow)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Need to remove a subject from your video completely? In this lightning-fast tutorial, I show you how to use VACE + Wan2.1 to do it in under 3 minutes. No deep learning required. No complex masking. Just clean, powerful results with ComfyUI, SAM2, and ControlNet. Perfect for AI creators, short-form content editors, or anyone building cinematic content with full control over who&#039;s in the frame. Subscribe so you don&#039;t miss out on the latest AI Technology! Model Downloads: *Please leave the video playing while you download models, it supports the channel at no cost to you :)* \u27a4 Workflow: https:\/\/www.patreon.com\/file?h=126273388&amp;m=449378225 \u27a4 LoRAs: Wan2.1 CausVid 14B T2V LoRA (Rank 32) Place in: \/ComfyUI\/models\/loras https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan21_CausVid_14B_T2V_lora_rank32.safetensors Wan2.1 CausVid Bidirect2 T2V 1.3B LoRA (Rank 32) Place in: \/ComfyUI\/models\/loras https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan21_CausVid_bidirect2_T2V_1_3B_lora_rank32.safetensors **Native:** \u27a4 Diffusion Models: Wan2.1 VACE 1.3B (FP16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_vace_1.3B_fp16.safetensors Wan2.1 VACE 14B (FP16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_vace_14B_fp16.safetensors \u27a4 Text Encoders: UMT5 XXL (FP8 e4m3fn scaled) Place in: \/ComfyUI\/models\/text_encoders https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/text_encoders\/umt5_xxl_fp8_e4m3fn_scaled.safetensors \u27a4 VAE: Wan2.1 Native VAE Place in: \/ComfyUI\/models\/vae https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/vae\/wan_2.1_vae.safetensors **Wrapper :** \u27a4 Diffusion Models: Wan2.1 T2V 14B (FP16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_t2v_14B_fp16.safetensors Wan2.1 T2V 14B (FP8 e4m3fn) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_t2v_14B_fp8_e4m3fn.safetensors Wan2.1 T2V 1.3B (FP16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/diffusion_models\/wan2.1_t2v_1.3B_fp16.safetensors Wan2.1 VACE Module 1.3B (BF16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan2_1-VACE_module_1_3B_bf16.safetensors Wan2.1 VACE Module 14B (BF16) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan2_1-VACE_module_14B_bf16.safetensors Wan2.1 VACE Module 14B (FP8 e4m3fn) Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan2_1-VACE_module_14B_fp8_e4m3fn.safetensors \u27a4 Text Encoders: UMT5 XXL (FP8 e4m3fn scaled) Place in: \/ComfyUI\/models\/text_encoders https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/text_encoders\/umt5_xxl_fp8_e4m3fn_scaled.safetensors OpenCLIP XLM-Roberta Large ViT Huge-14 Visual (FP32) Place in: \/ComfyUI\/models\/text_encoders https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/open-clip-xlm-roberta-large-vit-huge-14_visual_fp32.safetensors \u27a4 VAE: Wan2.1 Native VAE Place in: \/ComfyUI\/models\/vae https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/vae\/wan_2.1_vae.safetensors \ud83d\udce5 Relevant Links: Workflow: patreon.com\/posts\/subject-removal-126273388 Wan2.1 Setup Guide: youtu.be\/D4VLXF4ZNq0 VACE + Wan2.1 Guide: youtu.be\/7kSHZ5CMQXg Faceswapping with VACE (Bonus): youtu.be\/3dH0-yyBK-I \ud83d\udd17 Follow Me! X (Twitter): x.com\/the_artofficial Discord: discord.gg\/mxHCj7hxjD Patreon: patreon.com\/theartofficialtrainer TikTok: tiktok.com\/@the.artofficial.trainer Instagram: instagram.com\/the.artofficial.trainer \ud83d\udd52 Timestamps: 0:00 Intro 0:35 Workflow Setup 2:02 First Frame Subject Replace 3:28 VACE Setup 4:04 SAM2 Video Auto-Masking 5:30 Demo 7:01 Outro\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Create AI influencers like professional - ComfyUI Cloud GPU Runpod\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_5qvg06ZTHAw\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F5qvg06ZTHAw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/5qvg06ZTHAw\" \/><meta itemprop=\"duration\" content=\"PT17M2S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-06T16:15:00Z\" \/><\/div><div id=\"lyte_5qvg06ZTHAw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F5qvg06ZTHAw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Create AI influencers like professional - ComfyUI Cloud GPU Runpod<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/5qvg06ZTHAw\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F5qvg06ZTHAw%2F0.jpg\" alt=\"Create AI influencers like professional - ComfyUI Cloud GPU Runpod\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Scripts available on Patreon as membership: https:\/\/patreon.com\/AiDruid Or alternative single paid https:\/\/druidcat.gumroad.com\/l\/qvkrm Runpod: https:\/\/get.runpod.io\/tupgg9dxnana Try Ons Tutorial - https:\/\/youtu.be\/YNCBOFXUhAg Remove Background: https:\/\/openart.ai\/workflows\/qudongqi\/simplest-background-remove-workflow\/VZ8c77n9Bv041lDF0Lre Ultra Real Fine Tune Flux model: https:\/\/civitai.com\/models\/978314\/ultrareal-fine-tune (Please remember to set the weight dtype to fp8_e4m3fn_fast when switching the &#039;Load Model&#039; node to &#039;Load Diffusion Model&#039;. The default setting may cause excessive GPU memory usage, potentially requiring a pod restart.) Anna lora: https:\/\/civitai.com\/models\/1437542 Create curl command using this template (replace the words written in ALL CAPS) curl -f -L -o FILENAME.safetensors \u201ePASTE DOWNLOAD LINK FROM CIVITAI\u201d -H &quot;Authorization: Bearer YOUR TOKEN\u201e Instagram: https:\/\/www.instagram.com\/aidruid\/ \u2728 Join AI Druid Cat, your personal AI guide\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/huggingface.co\/Remade-AI\/kissing\" class=\"vlp-link\" title=\"Remade-AI\/kissing \u00b7 Hugging Face\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">Remade-AI\/kissing \u00b7 Hugging Face<\/span><div class=\"vlp-block-1 vlp-link-summary\">We\u2019re on a journey to advance and democratize artificial intelligence through open source and open science.<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/cdn-thumbnails.huggingface.co\/social-thumbnails\/models\/Remade-AI\/kissing.png\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/huggingface.co\/Remade-AI\/Selfie-With-Younger-Self\" class=\"vlp-link\" title=\"Remade-AI\/Selfie-With-Younger-Self \u00b7 Hugging Face\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">Remade-AI\/Selfie-With-Younger-Self \u00b7 Hugging Face<\/span><div class=\"vlp-block-1 vlp-link-summary\">We\u2019re on a journey to advance and democratize artificial intelligence through open source and open science.<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/cdn-thumbnails.huggingface.co\/social-thumbnails\/models\/Remade-AI\/Selfie-With-Younger-Self.png\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Full Camera Control with CONSISTENT Characters - WAN 2.1 &amp;amp; Krea AI\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_TdyIik0tV4k\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FTdyIik0tV4k%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/TdyIik0tV4k\" \/><meta itemprop=\"duration\" content=\"PT12M3S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-06T15:30:11Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_TdyIik0tV4k\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FTdyIik0tV4k%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Full Camera Control with CONSISTENT Characters - WAN 2.1 &amp; Krea AI<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/TdyIik0tV4k\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FTdyIik0tV4k%2F0.jpg\" alt=\"Full Camera Control with CONSISTENT Characters - WAN 2.1 &amp;amp; Krea AI\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Want to create consistent AI characters and master AI image storytelling with full camera control? This Krea AI &amp; WAN 2.1 tutorial will show you how to take full control of your AI-generated images and videos, from character consistency to advanced camera angles. \u2705 Craft Cinematic Images with Our Prompt Toolkit: Fast &amp; Easy https:\/\/www.ai-videocourses.com\/ultimate-prompt-toolkit-for-text-to-image-prompting \u2705 All my Blog posts and Tutorials: https:\/\/www.ai-videocourses.com\/tutorials-for-ai-art-and-filmmaking In this video, you\u2019ll learn how to create a consistent AI character sheet with Krea Chat, train a LoRA model in Krea AI, control 3D models, camera angles, and shot composition, use Krea Realtime for AI image generation, and turn AI images into videos with WAN 2.1. I use Morningfame to rank my videos and reach more viewers. It\u2019s my go-to tool for YouTube growth. Check it out here: https:\/\/morningfa.me\/invite\/97g2c7z5 Links: Invite Link to Our DISCORD Group: https:\/\/discord.gg\/gdDnxTFUDf Krea AI: https:\/\/www.krea.ai\/ Split Images: https:\/\/splitter.imageonline.co\/ Flowframes for frame interpolation: https:\/\/nmkd.itch.io\/flowframes Topaz Gigapixel 8: https:\/\/www.topazlabs.com\/gigapixel Pose my art for creating 3D model: https:\/\/posemy.art\/ The ComfyUI Workflow i used is from Sebastian Kamph&#039;s video about using WAN 2.1 in Comfyui: https:\/\/youtu.be\/0jdFf74WfCQ?si=7doIjW2bJttAmfY4 Chapters: 00:00 Intro to consistent AI characters with Full camera control 00:43 How to create a consistent AI character sheet with Krea Chat 03:25 Train a Lora model in Krea AI 04:35 Create a 3D model to use in Krea Realtime 05:44 The 2 methods to use the 3D model to control our character and camera angles in Krea AI 10:42 Turn the AI images into videos with WAN 2.1 in Krea AI -Instagram Digital Magic: digital_magic_1 -Twitter Digital Magic: @Digital_Magic_ Music: Youtube Library - Eternal Garden - Dan Henig\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/comfyui-wiki.com\/en\/tutorial\/advanced\/video\/wan2.1\/wan2-1-video-model\" class=\"vlp-link\" title=\"Wan2.1 ComfyUI Workflow - Complete Guide | ComfyUI Wiki\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">Wan2.1 ComfyUI Workflow &#8211; Complete Guide | ComfyUI Wiki<\/span><div class=\"vlp-block-1 vlp-link-summary\">This tutorial details how to use the Wan2.1 model in ComfyUI, including installation, configuration, workflow usage, and parameter adjustments for text-to-video, image-to-video, and video-to-video generation.<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/comfyui-wiki.com\/cover\/images\/wan2.1.jpg\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"AI Video Character Consistency with ComfyUI WanFun Controlnet: free Predictable AI Video Generation\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_eLGFLm3W-Xc\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeLGFLm3W-Xc%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/eLGFLm3W-Xc\" \/><meta itemprop=\"duration\" content=\"PT20M44S\" \/><meta itemprop=\"uploadDate\" content=\"2025-04-05T22:33:04Z\" \/><\/div><div id=\"lyte_eLGFLm3W-Xc\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeLGFLm3W-Xc%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">AI Video Character Consistency with ComfyUI WanFun Controlnet: free Predictable AI Video Generation<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/eLGFLm3W-Xc\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FeLGFLm3W-Xc%2F0.jpg\" alt=\"AI Video Character Consistency with ComfyUI WanFun Controlnet: free Predictable AI Video Generation\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"The One Workflow that thru its beauty, shines upon many lands In this video, I introduce WanFun with ControlNet, which uses reference video (any!) to guide the generation in a very precise manner. This powerful new workflow follows the One Workflow That Rules Them All for enhancing AI video generation with ComfyUI: \ud83d\udd39 Key Benefits: \u2714\ufe0f High quality stable AI video generation \u2714\ufe0f Consistent Characters in videos \u2714\ufe0f Full control of actions \u2714\ufe0f Adaptable style and environment \u2615 Support My Work: If you find this helpful, consider buying me a coffee to keep me going and going and going... https:\/\/buymeacoffee.com\/jevlon \ud83c\udfa5 Full Workflow Walkthrough I\u2019ll show step-by-step how to navigate this workflow in ComfyUI for ease and improved video generation. \ud83d\udcbe Download the Updated Workflow: https:\/\/github.com\/Jaevlon\/AIArtistryAtelier\/blob\/ComfyUI-Wan\/AiArtistryAtelierVideoOneWorkflowToRuleThemAllWanV10.json \ud83d\ude80 Tools Used: ComfyUI: Download &amp; Installation https:\/\/github.com\/comfyanonymous\/ComfyUI Wan Models Files (get the &quot;fun Control 14B&quot;) https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/tree\/main Wan Fun Control Models in compressed gguf format Files (Q5 KM is a good sweetspot) https:\/\/huggingface.co\/city96\/Wan2.1-Fun-14B-Control-gguf\/tree\/main Wan Fun Control from Alibaba Pai team: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-14B-Control Wan Loras (not for Wan Fun Control model!): https:\/\/civitai.com\/search\/models?sortBy=models_v9&amp;query=wanlora (more can be found by using the filter with &quot;models + Lora&quot; instead) Stable Diffusion 1.5 Model (for image generation): https:\/\/civitai.com\/models\/84728 (photon) Stable Diffusion 1.5 Lora: https:\/\/civitai.com\/search\/models?sortBy=models_v9&amp;query=SD1.5lora Controlnet models: https:\/\/civitai.com\/models\/38784\/controlnet-11-models \ud83d\udd14 Subscribe for More AI Video Tutorials!\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ComfyUI Wan 2.1 Skip Layer Guidance - Fix Bad AI Video Morphing Broken Parts No Problem!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_xY56o8wxQu0\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FxY56o8wxQu0%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/xY56o8wxQu0\" \/><meta itemprop=\"duration\" content=\"PT24M39S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-20T14:26:57Z\" \/><\/div><div id=\"lyte_xY56o8wxQu0\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FxY56o8wxQu0%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ComfyUI Wan 2.1 Skip Layer Guidance - Fix Bad AI Video Morphing Broken Parts No Problem!<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/xY56o8wxQu0\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FxY56o8wxQu0%2F0.jpg\" alt=\"ComfyUI Wan 2.1 Skip Layer Guidance - Fix Bad AI Video Morphing Broken Parts No Problem!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"ComfyUI Wan 2.1 Skip Layer Guidance In this video, we explore advanced techniques to enhance AI-generated videos using Wan 2.1 and ComfyUI. If you&#039;ve ever struggled with low-quality or broken AI videos\u2014like morphing faces, unclear details, or inconsistent motion\u2014this tutorial is for you. We dive into Skip Layer Guidance and Tile Lora, two powerful tools that can significantly improve video quality without needing to regenerate content from scratch. Whether you&#039;re working with AI-generated videos from LTX, Wan 2.1, or other models, these methods can help you achieve crystal-clear results with enhanced details and smoother animations. Perfect for AI video creators, digital artists, and tech enthusiasts, this video demonstrates how to fix and enhance existing videos, saving you time and effort while elevating your projects. Who is this content suitable for? This content is ideal for AI video creators, digital artists, and anyone working with AI-generated video content. It\u2019s especially useful for those who encounter issues like morphing faces, broken details, or low-quality outputs in their AI-generated videos and want to improve them without starting from scratch. Why does it matter? Enhancing AI-generated videos is crucial for achieving professional-quality results. This video provides practical solutions to common problems like morphing and broken details, allowing creators to salvage and improve their existing work. By using Skip Layer Guidance and Tile Lora, you can enhance video quality, add finer details, and maintain consistency, making your AI-generated content more polished and visually appealing. The workflow, you can download it in the link below; this is free access for everyone this time. Wish everyone can making AI Video better ;) https:\/\/www.patreon.com\/posts\/124783873?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20250320 If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech Discord : https:\/\/discord.com\/invite\/BTXWX4vVTS\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan2.1-Fun! The FIRST Video AI Model to Give You FULL CONTROL + It&rsquo;s CRAZY Fast\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_hod6VGCLufg\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fhod6VGCLufg%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/hod6VGCLufg\" \/><meta itemprop=\"duration\" content=\"PT18M58S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-27T13:35:34Z\" \/><\/div><div id=\"lyte_hod6VGCLufg\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fhod6VGCLufg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan2.1-Fun! The FIRST Video AI Model to Give You FULL CONTROL + It\u2019s CRAZY Fast<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/hod6VGCLufg\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fhod6VGCLufg%2F0.jpg\" alt=\"Wan2.1-Fun! The FIRST Video AI Model to Give You FULL CONTROL + It&rsquo;s CRAZY Fast\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"*Both Native and Wrapper versions are available Native walkthrough is at the end of the video* *VRAM Requirements:* Less than 10GB of VRAM with all optimizations impelemented. If you&#039;re struggling with VRAM, use Wrapper version instead of native, use all quantizations and swap all 40 blocks. With the Wrapper version you could probably get under 2gb VRAM usage using the 1.3b model. Take your AI video animation to the next level with Wan2.1 Fun! This model builds on Wan2.1 and lets you animate images using OpenPose, Depth, Canny, and Lineart driving videos. In this tutorial, I\u2019ll show you how to install and use Wan2.1 Fun, explain the best workflows, and demonstrate it with stunning AI animations. Perfect for AI artists, filmmakers, and content creators looking to create smooth, dynamic AI animations! Model Downloads: **Please leave the video playing while you download models, it supports the channel at no cost to you :)** \u27a4 Clip Vision: CLIP Vision H Place in: \/ComfyUI\/models\/clip_vision https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/clip_vision\/clip_vision_h.safetensors \u27a4 Diffusion Models: Wan2.1 Fun Control v1.1 14B Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-V1.1-14B-Control\/resolve\/main\/diffusion_pytorch_model.safetensors Wan2.1 Fun Control V1.1 1.3B Place in: \/ComfyUI\/models\/diffusion_models https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-V1.1-1.3B-Control\/resolve\/main\/diffusion_pytorch_model.safetensors \u27a4 Text Encoders: UMT5 XXL (FP8 e4m3fn scaled) Place in: \/ComfyUI\/models\/text_encoders https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/text_encoders\/umt5_xxl_fp8_e4m3fn_scaled.safetensors OpenCLIP XLM-Roberta Large ViT Huge-14 Visual (FP32) Place in: \/ComfyUI\/models\/text_encoders https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/open-clip-xlm-roberta-large-vit-huge-14_visual_fp32.safetensors \u27a4 VAE: Wan2.1 Native VAE Place in: \/ComfyUI\/models\/vae https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/resolve\/main\/split_files\/vae\/wan_2.1_vae.safetensors Wan2.1 VAE (FP32) Place in: \/ComfyUI\/models\/vae https:\/\/huggingface.co\/Kijai\/WanVideo_comfy\/resolve\/main\/Wan2_1_VAE_fp32.safetensors \ud83d\udd17 Relevant Links: Workflows (100% Free!): https:\/\/www.patreon.com\/posts\/wan2-1-fun-model-125249148 Wan2.1 Installation Guide: https:\/\/youtu.be\/D4VLXF4ZNq0 Wan2.1 Video Wrapper: https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper\/ Wan2.1-Fun 1.3B Control: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-1.3B-Control\/tree\/main Wan2.1-Fun 14B Control: https:\/\/huggingface.co\/alibaba-pai\/Wan2.1-Fun-14B-Control\/tree\/main \ud83d\udd25 Want more AI animation tutorials? Make sure to LIKE, SUBSCRIBE, and hit the BELL ICON for updates! \ud83d\udce2 Follow &amp; Support: \ud83d\udc49 Patreon: https:\/\/patreon.com\/theartofficialtrainer \ud83d\udc49 Discord: https:\/\/discord.gg\/mxHCj7hxjD \ud83d\udc49 TikTok: https:\/\/www.tiktok.com\/@the.artofficial.trainer \ud83d\udc49 Instagram: https:\/\/instagram.com\/the.artofficial.trainer \ud83d\udccc Timestamps: 0:00 Intro 0:54 Model Installs 2:41 Inputs Explained 3:30 Controlnet First Frame 7:20 Preprocessing Driving Video 9:38 Wrapper Wan-Fun Generation 11:05 Wrapper Depth Demo 14:25 Wrapper OpenPose Demo 15:04 Updating ComfyUI Correctly for Native Workflow 16:27 Native Wan-Fun Generation 17:58 Native OpenPose + Lineart Blend Demo 18:07 Outro\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.1 Using Kijai&amp;#039;s wrapper - Text to Video and Image to Video\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_k3aLS84WPPQ\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fk3aLS84WPPQ%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/k3aLS84WPPQ\" \/><meta itemprop=\"duration\" content=\"PT13M6S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-25T09:46:31Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_k3aLS84WPPQ\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fk3aLS84WPPQ%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.1 Using Kijai&#039;s wrapper - Text to Video and Image to Video<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/k3aLS84WPPQ\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fk3aLS84WPPQ%2F0.jpg\" alt=\"Wan 2.1 Using Kijai&amp;#039;s wrapper - Text to Video and Image to Video\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83c\udf1f Generate AI Video Using Comfy UI \ud83c\udf1f In this video, we will look at an exciting project WAN 2.1 an AI video generator based on text and Image, I will be using Comfy UI and Kijai wrapper to generate this AI videos. Whether you&#039;re an artist, a gamer, or just curious about AI technology, this video is for you! #aivideo #digitalart #aitools \ud83d\udd0d Timestamps: 00:00 Installing Comfy UI On windows 02:33 Kijai&#039;s Wan 2.1 Comfy UI wrapper Kijai&#039;s Wrapper link: https:\/\/github.com\/kijai\/ComfyUI-WanVideoWrapper \ud83d\udcac Drop a comment below! \ud83d\udd14 Stay Updated: Stay connected to find the latest AI applications! Happy creating! \ud83c\udfa8\u2728 Playlist For Krita AI Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvFhJDIXvIDZ3yveShMvgss Playlist For Fooocus AI - Stable Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqsslRSpiLmwGR8QTpDYNv7z Playlist For ComfyUI - Stable Diffusion https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvpVeMmJ1vHqG-uf4C4dIb0 Image Generation Tricks for Automatic1111 https:\/\/www.youtube.com\/playlist?list=PLPFN04WspxqvpKKMykl5o09-uexQLdkDH\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan2.1 DEPTH Controlnet: ULTIMATE Control Over Your AI Video Generations (Workflows + Explanations)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_iybQjgclEKY\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiybQjgclEKY%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/iybQjgclEKY\" \/><meta itemprop=\"duration\" content=\"PT17M34S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-21T13:45:05Z\" \/><\/div><div id=\"lyte_iybQjgclEKY\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiybQjgclEKY%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan2.1 DEPTH Controlnet: ULTIMATE Control Over Your AI Video Generations (Workflows + Explanations)<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/iybQjgclEKY\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FiybQjgclEKY%2F0.jpg\" alt=\"Wan2.1 DEPTH Controlnet: ULTIMATE Control Over Your AI Video Generations (Workflows + Explanations)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Ready to take your AI video generation skills to the next level? In this tutorial, I\u2019ll show you how to use the brand-new Wan2.1 Depth ControlNet LoRA to generate stunning videos based on depth maps from other videos! This powerful new technique unlocks incredible control over depth, cinematic shots, and dynamic motion. Perfect for creators, filmmakers, and AI enthusiasts! Grab the Depth LoRA and follow along: Patreon (Workflow + Files): https:\/\/www.patreon.com\/posts\/wan-depth-lora-124728575 Depth Control LoRA: https:\/\/huggingface.co\/spacepxl\/Wan2.1-control-loras\/tree\/main\/1.3b\/depth Get Started with Wan2.1: https:\/\/youtu.be\/D4VLXF4ZNq0 \ud83d\udd17 Join the community for updates, workflows, and exclusive content: Patreon: https:\/\/patreon.com\/theartofficialtrainer Discord: https:\/\/discord.gg\/mxHCj7hxjD TikTok: https:\/\/www.tiktok.com\/@the.artofficial.trainer Instagram: https:\/\/instagram.com\/the.artofficial.trainer \u23f1 Timestamps: 0:00 Intro 0:58 Control Lora Download 1:50 Updating ComfyUI &amp; Nodes 3:15 Native Workflow Explained 11:53 How to Use Depth + Other Lora 12:25 Wrapper Workflow Explained 16:39 Outro \ud83d\udcbb Whether you&#039;re an AI artist, animator, or video creator, this new depth-based control system opens endless possibilities. Don&#039;t miss out on testing this groundbreaking tech yourself!\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"AI Video Generation &ndash; WAN Complete Tutorial and Runpod template\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_mjiyFAJdNhI\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FmjiyFAJdNhI%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/mjiyFAJdNhI\" \/><meta itemprop=\"duration\" content=\"PT11M50S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-14T07:00:39Z\" \/><\/div><div id=\"lyte_mjiyFAJdNhI\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FmjiyFAJdNhI%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">AI Video Generation \u2013 WAN Complete Tutorial and Runpod template<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/mjiyFAJdNhI\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FmjiyFAJdNhI%2F0.jpg\" alt=\"AI Video Generation &ndash; WAN Complete Tutorial and Runpod template\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Scripts available on Patreon as membership: https:\/\/patreon.com\/AiDruid Or alternative single paid https:\/\/druidcat.gumroad.com\/l\/qvkrm Ai Influencer Tutorial - https:\/\/youtu.be\/xFeHWFoGEwI Runpod: https:\/\/get.runpod.io\/tupgg9dxnana Instagram: https:\/\/www.instagram.com\/aidruid\/ Ask me on Fiverr: https:\/\/www.fiverr.com\/s\/BRGPDm5 \u2728 Join AI Druid Cat, your personal AI guide WAN workflow https:\/\/civitai.com\/models\/1309065\/wan-21-image-to-video-with-caption-and-postprocessing\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u901a\u4e49\u4e07\u76f8Wan2.1\uff1a\u5730\u8868\u6700\u5f3a\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u652f\u6301\u56fe\u751f\u89c6\u9891\uff0c\u76f4\u51fa720P\u5206\u8fa8\u7387\uff01\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_MDs85trmGVc\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMDs85trmGVc%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/MDs85trmGVc\" \/><meta itemprop=\"duration\" content=\"PT21M30S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-18T10:30:12Z\" \/><\/div><div id=\"lyte_MDs85trmGVc\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMDs85trmGVc%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u901a\u4e49\u4e07\u76f8Wan2.1\uff1a\u5730\u8868\u6700\u5f3a\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u652f\u6301\u56fe\u751f\u89c6\u9891\uff0c\u76f4\u51fa720P\u5206\u8fa8\u7387\uff01<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/MDs85trmGVc\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMDs85trmGVc%2F0.jpg\" alt=\"\u901a\u4e49\u4e07\u76f8Wan2.1\uff1a\u5730\u8868\u6700\u5f3a\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u652f\u6301\u56fe\u751f\u89c6\u9891\uff0c\u76f4\u51fa720P\u5206\u8fa8\u7387\uff01\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u672c\u6b21\u89c6\u9891\u6211\u5c55\u793a\u4e86\u5982\u4f55\u5728ComfyUI\u4e2d\u4f7f\u7528Wan\u6a21\u578b\u5b9e\u73b0\u6587\u751f\u89c6\u9891\u3001\u56fe\u751f\u89c6\u9891\uff0c\u5305\u62ec\u52a0\u901f\u751f\u6210\u3001\u89c6\u9891\u589e\u5f3a\u3001\u89c6\u9891\u5ef6\u957f\u7b49\uff0c\u5bf9\u6bd4\u4e86\u4e0d\u540c\u6a21\u578b\u3001\u4e0d\u540c\u53c2\u6570\u7684\u8868\u73b0\u3002\u5728\u6211\u770b\u6765\uff0c\u963f\u91cc\u5df4\u5df4\u6700\u8fd1\u5f00\u6e90\u7684\u901a\u4e49\u4e07\u76f8\uff08Wan\uff092.1\uff0c\u53ef\u4ee5\u8bf4\u662f\u76ee\u524d\u89c6\u9891\u751f\u6210\u6a21\u578b\u8d5b\u9053\u91cc\u7684\u9886\u5934\u7f8a\u3002\u6210\u54c1\u8d28\u91cf\u76f8\u5f53\u51fa\u8272\uff0c\u5b8c\u5168\u4e0d\u8f93\u95ed\u6e90\u7684\u5546\u4e1a\u6a21\u578b\u3002\u552f\u4e00\u7684\u7f3a\u70b9\u53ef\u80fd\u5c31\u662f\u751f\u6210\u901f\u5ea6\u6709&quot;\u4ebf\u70b9\u70b9&quot;\u6162\u5427\u3002\u5b83\u8fd8\u652f\u6301\u56fe\u751f\u89c6\u9891\uff0c\u73a9\u6cd5\u66f4\u52a0\u591a\u6837\u3002\u8fd9\u6b21\u5f00\u6e90\u7684\u4e00\u5171\u6709\u56db\u6b3e\u6a21\u578b\u3002\u6587\u751f\u89c6\u9891\u6a21\u578b\u4e2d\u6709\u4e2a1.3B\u53c2\u6570\u7684\u5165\u95e8\u6b3e\uff0c\u5373\u4f7f\u662f\u5c0f\u663e\u5b58\u4e5f\u80fd\u8dd1\uff1b\u8fd8\u670914B\u53c2\u6570\u7684\u8fdb\u9636\u6b3e\uff0c\u6548\u679c\u66f4\u597d\u4f46\u901f\u5ea6\u4f1a\u6162\u5f88\u591a\u3002\u81f3\u4e8e\u5269\u4e0b\u7684\u4e24\u6b3e\u56fe\u751f\u89c6\u9891\u6a21\u578b\uff0c\u540c\u6837\u90fd\u662f14B\u53c2\u6570\uff0c\u4f46\u76ee\u6807\u89c6\u9891\u5206\u8fa8\u7387\u5206\u522b\u662f480P\u548c720P\u3002\u6bcf\u79cd\u6a21\u578b\u8fd8\u884d\u751f\u51fa\u4e86\u4e0d\u5c11\u4e0d\u540c\u7684\u683c\u5f0f\uff0c\u5305\u62ecbf16\u3001fp16\u3001fp8\u4ee5\u53caGGUF\u7b49\u3002 \u6a21\u578b\uff1a https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/tree\/main GGUF\u6a21\u578b\uff1a Wan2.1-T2V-14B-gguf: https:\/\/huggingface.co\/city96\/Wan2.1-T2V-14B-gguf\/tree\/main Wan2.1-I2V-14B-480P-gguf: https:\/\/huggingface.co\/city96\/Wan2.1-I2V-14B-480P-gguf\/tree\/main Wan2.1-I2V-14B-720P-gguf: https:\/\/huggingface.co\/city96\/Wan2.1-I2V-14B-720P-gguf\/tree\/main \u5de5\u4f5c\u6d41\uff1ahttps:\/\/drive.google.com\/drive\/folders\/1NbUTVzal1zPeQETComAlzCzpRey9J_Kg?usp=sharing\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Wan 2.1 \u6a21\u578b ComfyUI 3\u500d\u8d85\u7ea7\u52a0\u901f\u6559\u7a0b| Wan 2.1 Super Acceleration Tutorial\uff0c3x faster\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_3iFqfk7XVRo\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F3iFqfk7XVRo%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/3iFqfk7XVRo\" \/><meta itemprop=\"duration\" content=\"PT16M5S\" \/><meta itemprop=\"uploadDate\" content=\"2025-03-03T02:58:43Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_3iFqfk7XVRo\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F3iFqfk7XVRo%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Wan 2.1 \u6a21\u578b ComfyUI 3\u500d\u8d85\u7ea7\u52a0\u901f\u6559\u7a0b| Wan 2.1 Super Acceleration Tutorial\uff0c3x faster<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/3iFqfk7XVRo\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F3iFqfk7XVRo%2F0.jpg\" alt=\"Wan 2.1 \u6a21\u578b ComfyUI 3\u500d\u8d85\u7ea7\u52a0\u901f\u6559\u7a0b| Wan 2.1 Super Acceleration Tutorial\uff0c3x faster\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd25\u60f3\u8ba9\u4f60\u7684\u89c6\u9891\u751f\u6210\u901f\u5ea6\u50cf\u95ea\u7535\u4e00\u6837\u5feb\u5417\uff1f\u672c\u671f\u89c6\u9891\u4e3a\u4f60\u63ed\u79d8\u963f\u91cc\u5df4\u5df4 Wan 2.1 \u89c6\u9891\u6a21\u578b\u7684 ComfyUI \u8d85\u7ea7\u52a0\u901f\u6280\u5de7\uff01\u544a\u522b\u6f2b\u957f\u7b49\u5f85\uff0c\u53ea\u97001\u5206\u949f\uff0c\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u89c6\u9891\uff01#runninghub #comfyui #stablediffusion #wan2.1 \ud83d\udd25Want to generate videos at lightning speed? This video reveals the super acceleration techniques for Alibaba&#039;s Wan 2.1 video model in ComfyUI! Say goodbye to long waits and generate high-quality videos in just 1 minute! \ud83c\udfac \u4f60\u5c06\u5b66\u5230\uff1a 1 Wan 2.1 \u6a21\u578b\u52a0\u901f\u6838\u5fc3\u6280\u672f 2 \u5982\u4f55\u5229\u7528 GGUF \u91cf\u5316\u6a21\u578b\u63d0\u5347\u6548\u7387 3 ComfyUI \u5de5\u4f5c\u6d41\u914d\u7f6e\u4e0e Running Hub \u5e73\u53f0\u4f7f\u7528 4 Stage Attention \u52a0\u901f\u6280\u5de7\u8be6\u89e3 5 Sigma Split \u91c7\u6837\u4f18\u5316\u7b56\u7565 \ud83c\udfac You&#039;ll learn: 1 Core Acceleration Techniques for Wan 2.1 Model 2 How to Boost Efficiency with GGUF Quantization Models 3 ComfyUI Workflow Configuration and Running Hub Platform Usage 4 Detailed Explanation of Stage Attention Acceleration 5 Sigma Split Sampling Optimization Strategies ------------------------------------------------------------------------------------------------------------------------ wan2.1 https:\/\/github.com\/Wan-Video\/Wan2.1 comfyui-wan2.1 \u6a21\u578b\u4e0b\u8f7d https:\/\/huggingface.co\/Comfy-Org\/Wan_2.1_ComfyUI_repackaged\/tree\/main\/split_files comfyui-gguf https:\/\/github.com\/city96\/ComfyUI-GGUF gguf-model-download https:\/\/huggingface.co\/city96\/Wan2.1-I2V-14B-720P-gguf comfyui-kjnode https:\/\/github.com\/kijai\/ComfyUI-KJNodes\/ \u7c89\u4e1d\u798f\u5229 \u6ce8\u518c\u90011000\u70b9\u7b97\u529b https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 \u5de5\u4f5c\u6d41 workflow download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/blob\/main\/workflow\/2025-03-03wan2.13xfaster.png ------------------------------------------------------------------------------------------------------------------------ \u80cc\u666f\u97f3\u4e50\u7531 AI \u751f\u6210\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/www.datacamp.com\/tutorial\/wan-2-1\" class=\"vlp-link\" title=\"Qwen\u2019s Wan2.1: A Guide With Practical Examples\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">Qwen\u2019s Wan2.1: A Guide With Practical Examples<\/span><div class=\"vlp-block-1 vlp-link-summary\">Learn how to use Wan 2.1, Alibaba\u2019s open-source video generation model, to create videos from text and images.<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/media.datacamp.com\/cms\/group-1000001321.svg\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>HuMo Free workflow download<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"class_list":["post-5037","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/5037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=5037"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/5037\/revisions"}],"predecessor-version":[{"id":7588,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/5037\/revisions\/7588"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=5037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}