{"id":10708,"date":"2026-08-04T17:05:02","date_gmt":"2026-08-04T09:05:02","guid":{"rendered":"https:\/\/infernews.com\/blog\/?page_id=10708"},"modified":"2026-09-16T19:18:34","modified_gmt":"2026-09-16T11:18:34","slug":"minimax-h3","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/minimax-h3\/","title":{"rendered":"MiniMax H3"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"33404e\" data-has-transparency=\"false\" style=\"--dominant-color: #33404e;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"288\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-6.png\" alt=\"\" class=\"wp-image-12189 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-6.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-6-768x216.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-6-300x84.png 300w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u63d0\u793a\u672a\u5fc5\u53ea\u5f97\u6587\u5b57\uff0c\u4ea6\u53ef\u4ee5\u9023\u540c\u5716\u7247\u3001\u5f71\u7247\u751a\u81f3\u97f3\u8a0a\u4e00\u9f4a\u4ea4\u7540\u6a21\u578b\u8655\u7406\uff1bMiniMax H3\u5c31\u662f\u671d\u4f4f\u5462\u7a2e\u5de5\u4f5c\u6d41\u800c\u8a2d\u3002\u9801\u9762\u672a\u63d0\u4f9b&nbsp;<code>based on<\/code>\u3001<code>base model<\/code>&nbsp;\u6216&nbsp;<code>fine-tuned from<\/code>&nbsp;\u8cc7\u8a0a\uff0c\u6240\u4ee5\u7121\u6cd5\u78ba\u8a8d\u5b83\u4fc2\u5514\u4fc2\u5efa\u57fa\u65bc\u5176\u4ed6\u57fa\u790e\u6a21\u578b\u5fae\u8abf\u800c\u6210\uff0c\u4f46\u5df2\u6e05\u695a\u6a19\u793a\u70ba&nbsp;<code>image-text-to-video<\/code>\uff0c\u800c\u4e14\u5c6c\u65bc\u53ef\u540c\u6642\u7406\u89e3\u540c\u751f\u6210\u591a\u6a21\u614b\u5167\u5bb9\u7684 generative system\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u8655\u7406\u7684\u91cd\u9ede\u4e0d\u53ea\u662f\u7531\u6587\u5b57\u751f\u7247\uff0c\u800c\u4fc2\u628a text\u3001images\u3001video\u3001audio \u653e\u5165\u540c\u4e00\u500b\u4e0a\u4e0b\u6587\uff0c\u518d\u8f38\u51fa\u6700\u9577 15 \u79d2\u3001\u6700\u77ed 4 \u79d2\u3001\u53ef\u5230 2K \u7684\u5f71\u7247\uff0c\u4e26\u4e14\u9644\u5e36 native stereo audio\u3002\u5462\u7a2e\u8a2d\u8a08\u7684\u50f9\u503c\uff0c\u5728\u65bc\u756b\u9762\u3001\u8072\u97f3\u540c\u6307\u4ee4\u53ef\u4ee5\u4e00\u9f4a\u5c0d\u9f4a\uff0c\u9069\u5408\u505a image-to-video\u3001video-to-video\u3001text-to-audio-video \u4ee5\u81f3 reference-to-audio-video \u7b49\u4efb\u52d9\uff0c\u6e1b\u5c11\u8981\u5206\u958b\u4e32\u63a5\u591a\u500b\u6a21\u578b\u7684\u5de5\u5e8f\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/filecdn.minimax.chat\\\/public\\\/h3-en-v2-video-006-1785473655612.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">H3 \u662f task-generalization-oriented system\uff0c\u610f\u601d\u662f\u6a21\u578b\u5728 pre-training \u968e\u6bb5\u5df2\u7d93\u91dd\u5c0d\u5ee3\u6cdb\u4efb\u52d9\u6cdb\u5316\u800c\u8a2d\u8a08\uff0c\u5514\u4fc2\u53ea\u70ba\u55ae\u4e00\u8def\u5f91\u751f\u6210\u3002\u5b83\u5f37\u8abf unified understanding of multimodal contexts\uff0c\u540c\u6642\u652f\u63f4\u591a\u7a2e\u8f38\u5165\u4f86\u6e90\u8207\u8f38\u51fa\u898f\u683c\uff1b\u6bd4\u4f8b\u8986\u84cb 21:9\u300116:9\u30014:3\u30011:1\u30013:4\u30019:16 \u7b49\u5e38\u898b\u683c\u5f0f\uff0c\u77ed\u908a\u9810\u8a2d 768 \u50cf\u7d20\uff0c\u6700\u9ad8\u53ef\u5230 2K\uff0c\u53cd\u6620\u5b83\u504f\u5411\u9762\u5411\u5167\u5bb9\u88fd\u4f5c\u8207\u8de8\u5a92\u9ad4\u751f\u6210\uff0c\u800c\u4e0d\u53ea\u662f\u7814\u7a76\u5c55\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infernews.com\/blog\/minimax-h3\/\"><img data-dominant-color=\"d0d7e2\" data-has-transparency=\"false\" style=\"--dominant-color: #d0d7e2;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-7.png\" alt=\"\" class=\"wp-image-11674 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-7.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-7-300x168.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-7-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 text-to-video\u3001image-to-video\u3001video-to-video\uff0c\u540c\u6642\u8986\u84cb audio-video-generation<\/li>\n\n\n\n<li>\u53ef\u751f\u6210 4 \u81f3 15 \u79d2\u5f71\u7247\uff0c\u4e26\u8f38\u51fa native stereo audio<\/li>\n\n\n\n<li>\u8f38\u5165\u4e0a\u4e0b\u6587\u53ef\u6df7\u5408 text\u3001images\u3001video\u3001audio\uff0c\u5c6c\u65bc omni-modal \u8def\u7dda<\/li>\n\n\n\n<li>Hugging Face \u9801\u9762\u6a19\u793a&nbsp;<code>library_name: diffusers<\/code>\uff0c\u4ee3\u8868\u53ef\u6cbf\u7528 diffusers \u751f\u614b\u6574\u5408<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.minimax.io\/blog\/minimax-h3\">\u5b98\u65b9\u7db2\u7ad9<\/a><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">H3 \u5916\u639b<\/h2>\n\n\n\n<table id=\"tablepress-7\" class=\"tablepress tablepress-id-7\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">\u9805\u76ee<\/th><th class=\"column-2\">\u7db2\u5740<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">LoRA - a little more sharpness<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/Alissonerdx\/Minimax-H3-ComfyUI\" target=\"_blank\">https:\/\/huggingface.co\/Alissonerdx\/Minimax-H3-ComfyUI<\/a><\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">TaoMate-H3 3 \u6b65\u52a0\u901f(Alibaba \u958b\u767c)<\/td><td class=\"column-2\"><a href=\"https:\/\/github.com\/TaoLiveAIGC\/TaoMate-H3\" target=\"_blank\">https:\/\/github.com\/TaoLiveAIGC\/TaoMate-H3<\/a><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">MiniMax H3 \u6700\u65b0\u7121\u5be9\u67e5\u6a21\u578b\uff01 8GB \u986f\u5b58\u4e5f\u80fd\u8dd1\uff0cINT8 \u52a0\u901f\u7522\u751f\u9ad8\u54c1\u8ceaAI\u5f71\u7247\uff01<\/td><td class=\"column-2\"><a href=\"https:\/\/www.youtube.com\/watch?v=aJydWxn2zRk\" target=\"_blank\">https:\/\/www.youtube.com\/watch?v=aJydWxn2zRk<\/a><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">MiniMax-H3-Semantic-Bridge<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/speach1sdef178\/MiniMax-H3-Semantic-Bridge\" target=\"_blank\">https:\/\/huggingface.co\/speach1sdef178\/MiniMax-H3-Semantic-Bridge<\/a><\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">MiniMax-H3 ComfyUI \u5de5\u4f5c\u6d41\u5408\u96c6 2<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/datasets\/stablediffusiontutorials\/Minimax-H3\/tree\/main\" target=\"_blank\">https:\/\/huggingface.co\/datasets\/stablediffusiontutorials\/Minimax-H3\/tree\/main<\/a><\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">MiniMax-H3 ComfyUI \u5de5\u4f5c\u6d41\u5408\u96c6 1<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/javawock7618\/comfy-MiniMax-H3-workflows\" target=\"_blank\">https:\/\/huggingface.co\/javawock7618\/comfy-MiniMax-H3-workflows<\/a><\/td>\n<\/tr>\n<tr class=\"row-8\">\n\t<td class=\"column-1\">better-human-motion-h3-lora<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/vpakarinen\/better-human-motion-h3-lora\" target=\"_blank\">https:\/\/huggingface.co\/vpakarinen\/better-human-motion-h3-lora<\/a><\/td>\n<\/tr>\n<tr class=\"row-9\">\n\t<td class=\"column-1\">ComfyUI-H3VAE_TRT \u52a0\u901f 1.7X<\/td><td class=\"column-2\"><a href=\"https:\/\/github.com\/lihaoyun6\/ComfyUI-H3VAE_TRT\" target=\"_blank\">https:\/\/github.com\/lihaoyun6\/ComfyUI-H3VAE_TRT<\/a><\/td>\n<\/tr>\n<tr class=\"row-10\">\n\t<td class=\"column-1\">MiniMax-H3 Fused Turbo (INT8 ConvRot)<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/MATLOWAI\/minimax-h3-fused-turbo-int8-convrot\" target=\"_blank\">https:\/\/huggingface.co\/MATLOWAI\/minimax-h3-fused-turbo-int8-convrot<\/a><\/td>\n<\/tr>\n<tr class=\"row-11\">\n\t<td class=\"column-1\">MiniMaxH3\u6642\u9593\u7dda\u5c0e\u6f14\u53f0\uff01AI\u9577\u7247\u4e00\u9375\u88fd\u4f5c\uff01<\/td><td class=\"column-2\"><a href=\"https:\/\/youtu.be\/efzHY7cr9XA?si=Di-ezdLQ-ukx-fXm\" target=\"_blank\">https:\/\/youtu.be\/efzHY7cr9XA?si=Di-ezdLQ-ukx-fXm<\/a><\/td>\n<\/tr>\n<tr class=\"row-12\">\n\t<td class=\"column-1\">Realistic people faces<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/fal\/MiniMax-H3-Realism-People-LoRA\" target=\"_blank\">fal\/MiniMax-H3-Realism-People-LoRA<\/a><\/td>\n<\/tr>\n<tr class=\"row-13\">\n\t<td class=\"column-1\">Minimax-h3-Turbo<\/td><td class=\"column-2\"><a href=\"https:\/\/huggingface.co\/lightx2v\/Minimax-h3-Turbo\" target=\"_blank\">https:\/\/huggingface.co\/lightx2v\/Minimax-h3-Turbo<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-7 from cache -->\n\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=\"The Open Source Nano Banana Killer? MiniMax H3 Image Generation Guide\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_NeAIbNr6Hfg\" 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%2FNeAIbNr6Hfg%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/NeAIbNr6Hfg\" \/><meta itemprop=\"duration\" content=\"PT24M15S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-16T09:20:30Z\" \/><\/div><div id=\"lyte_NeAIbNr6Hfg\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNeAIbNr6Hfg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">The Open Source Nano Banana Killer? MiniMax H3 Image Generation Guide<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/NeAIbNr6Hfg\" 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%2FNeAIbNr6Hfg%2F0.jpg\" alt=\"The Open Source Nano Banana Killer? MiniMax H3 Image Generation Guide\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd13 True Open Source Freedom meets Multi-Reference Power! Meet MiniMax H3 for Images. \ud83d\ude80 Tired of being locked behind closed-source walls and expensive subscriptions like Nano Banana? It\u2019s time for a revolution. While most creators know MiniMax for video, its image generation capabilities running on an Open Source foundation are an absolute game-changer. In this tutorial, I\u2019ll show you how to build a unified workflow that lets you feed up to 5 reference images simultaneously. Character, style, lighting, composition, and color palette\u2014all combined in a single pipeline without corporate restrictions or credit limits! What you will learn in this video: - The Open Source Advantage: Why breaking free from tools like Nano Banana gives you total control. - The 5-Reference Pipeline: How to leverage up to 5 reference inputs in a single workflow. - Unified Multimodal Setup: Merging text prompts with multiple visual anchors cleanly. - Real-world Demo: Creating complex, highly consistent art pieces entirely on your own hardware. WORKFLOW: https:\/\/buymeacoffee.com\/dacrikka\/e\/575989 \u23f1\ufe0f TIMESTAMPS 00:00 \u2013 Intro 01:30 \u2013 MiniMax H3: The Open Source Alternative to Nano Banana 04:50 \u2013 Setting Up the Unified 5-Reference Workflow 12:00 \u2013 Test 1 reference 15:00 - Test 2 references 17:00- Test 3 references 19:10 - test 5 references 22:30 \u2013 Conclusion: Take back your creative freedom My Patreon page if u want to support me (And if u like RPG Maps!) \ud83d\uddfa \/ dreamapper Or if u like workflows, here is my page with the Qwen Workflow \u2615\u2615 coff.ee\/dacrikka Sai che adoro scrivere e che ho pubblicato 3 romanzi? Li trovi qui! \ud83d\udcd4\u200b Il Grande J: https:\/\/www.amazon.it\/dp\/B0CTJ1VDWC \ud83d\udcd4\u200b F3AR: https:\/\/www.amazon.it\/dp\/B0FH26RVGX \ud83d\udcd4\u200b Magia: https:\/\/www.amazon.it\/dp\/B0BZC3BT9L E qualche anno fa ho anche prodotto un Gioco di ruolo! FLOTZ! Che trovi qui! \ud83d\udcd4\u200b https:\/\/www.amazon.it\/dp\/B0CK45SFHB\"><\/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=\"Master Face Restoration in MiniMax H3: FaceRefine + VOSR2 Guide\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_9XWjmx3bVjE\" 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%2F9XWjmx3bVjE%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/9XWjmx3bVjE\" \/><meta itemprop=\"duration\" content=\"PT13M5S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-11T07:41:07Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_9XWjmx3bVjE\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9XWjmx3bVjE%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Master Face Restoration in MiniMax H3: FaceRefine + VOSR2 Guide<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/9XWjmx3bVjE\" 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%2F9XWjmx3bVjE%2F0.jpg\" alt=\"Master Face Restoration in MiniMax H3: FaceRefine + VOSR2 Guide\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Generated an incredible AI video, only to find the character&#039;s face gets blurry the moment they step away from the camera? \ud83c\udfac In this tutorial, we solve the notorious &quot;small face&quot; and low-resolution facial drift issue in MiniMax H3! We chain three powerful technologies together: the Minimax-h3_Singularity all-in-one base model, the dedicated ComfyUI-H3-FaceRefine extension (YOLOv8-Face tracking &amp; per-frame dynamic denoise), and VOSR2 (1.4B super-resolution model for micro-detail enhancement). \ud83d\udd25 The 4-Step Face Restoration Loop: Detect &amp; Crop: YOLOv8-Face tracks the bounding box per frame and crops a 768x768 local face canvas. Latent Injection: Injecting cropped faces into H3&#039;s latent space while locking audio. Dynamic Denoising: Higher denoise for tiny faces, subtle denoise for close-ups via H3 Per-Frame Denoise. VOSR2 Polish &amp; Stitch Back: 1x feature refinement for lashes and skin pores \u2192 \u2192 seamless feather-edge blending back into the original scene. \ud83d\udd25 4 Real-World Stress Tests in this Video: \u2022 \ud83d\udd0d Distant Small Faces: Restoring blurry eyes, nose bridges, and lip contours in medium shots. \u2022 \ud83c\udf13 Complex Dynamic Shadows: Restoring facial details while keeping moving window shadows intact. \u2022 \ud83d\udc83 Fast Motion &amp; Turns: Testing rapid head-turning during dancing performances. \u2022 \ud83d\udc64 Close-Up Polish: Enhancing specular eye highlights and edge crispness on high-res faces. #runninghub #MiniMaxH3 #ComfyUI #AIVideo #FaceRestoration #FaceRefine #VOSR2 #H3Singularity #VideoEnhancement #AIAnimation #AIFilmmaking #GenerativeAI #RunningHub #AITutorial #YOLOv8Face #VideoInpainting ------------------------------------------------------------------------------------------------------------------------ resource https:\/\/huggingface.co\/WarmBloodAban\/Minimax-h3_Singularity https:\/\/github.com\/Carasibana\/ComfyUI-H3-FaceRefine\/ https:\/\/github.com\/ylchen333\/ComfyUI-VOSR2 online workflow 1\uff1aminimax_h3_i2v_face_refine https:\/\/www.runninghub.ai\/zh-cn\/post\/2097923468036743170\/?inviteCode=kol02-rh021 2\uff1aminimax_h3_r2v_face_refine https:\/\/www.runninghub.ai\/zh-cn\/post\/2097910017479892994\/?inviteCode=kol02-rh021 RunningHub Fan Benefit: Sign up and get 1,000 free compute points. https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow and prompt engineering download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2026-09-11facerefine ------------------------------------------------------------------------------------------------------------------------\"><\/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=\"Superb Realism : BEST MiniMax H3 Reference Latent Upscale Workflow\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ccvG-Z__pHk\" 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%2FccvG-Z__pHk%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ccvG-Z__pHk\" \/><meta itemprop=\"duration\" content=\"PT11M59S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-08T08:00:06Z\" \/><\/div><div id=\"lyte_ccvG-Z__pHk\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FccvG-Z__pHk%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Superb Realism : BEST MiniMax H3 Reference Latent Upscale Workflow<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ccvG-Z__pHk\" 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%2FccvG-Z__pHk%2F0.jpg\" alt=\"Superb Realism : BEST MiniMax H3 Reference Latent Upscale Workflow\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udce6 FREE RESOURCE PACK https:\/\/promptmastery4.gumroad.com\/l\/rmzxd \u2601\ufe0f RUN IT ON AN RTX 4090 IN THE CLOUD \u2014 FREE Register with the link below, try the workflow, and get 1,100 free coins to start. BEST MINIMAX H3 REF2V WORKFLOW https:\/\/www.runninghub.ai\/post\/2097108802374369281\/?inviteCode=rh-v1580 \ud83c\udd95 First time on RunningHub? Watch this first: https:\/\/www.youtube.com\/watch?v=WD6roXe7r60 \ud83d\udcac Any questions, come and ask in the community: https:\/\/discord.gg\/BpM2c7TWTv This is my best MiniMax H3 reference-to-video workflow yet \u2014 one LoRA, a two-stage sampler, and a latent upscale pass that skips the usual VAE round-trip entirely. Battle-tested over 300 clips before I packaged it up for you. The sample footage at the top is one continuous story, all built from this exact workflow: waking up, noodles, a mountain drive, and a mountain lion I did not see coming. Then I walk through the whole graph \u2014 the hybrid FL2VA\/REF2VA model, why one LoRA beats stacking five, when to reach for the two optional LoRAs (skin-fix and close-up detail), the two-stage megapixel settings that actually matter, the VRAM ceiling on longer clips, and how to upload reference images without tanking your generation speed. Everything \u2014 the workflow file, the install guide, and 6 ready-to-run sample prompts from the story above \u2014 is free in the resource pack below. \u23f1\ufe0f CHAPTERS 0:00 A day in the life: the sample footage 0:56 Intro 1:51 What this Reference-to-Video workflow does 2:42 Model and clip settings 3:24 The one LoRA you need 4:06 Optional LoRAs: skin fix, close-ups, and mixing for action 5:30 Run it free on RunningHub \u2014 no GPU needed 6:02 Two-stage sampling and megapixel settings 7:37 Duration limits and the VRAM ceiling 8:58 Uploading reference images and character sheets 10:21 Deploying the workflow locally 10:54 Wrap-up \ud83d\udd17 LINKS Channel memberships: https:\/\/www.youtube.com\/channel\/UCYaPATFpSxsvTqObBKoW3_Q\/join All resource packs: https:\/\/promptmastery4.gumroad.com #comfyui #aivideo #promptmasterylabs #runninghub\"><\/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=\"\u4f60\u7684\u7535\u8111\u80fd\u8dd1MiniMax H3\u5417\uff1f\u4e00\u4e2a\u89c6\u9891\u544a\u8bc9\u4f60!ComfyUI MiniMax H3 \u672c\u5730\u6548\u679c\u5b9e\u6d4b\uff01\u663e\u5361\u914d\u7f6e\uff0c\u751f\u6210\u65f6\u95f4\uff0c\u5206\u8fa8\u7387\u9009\u62e9\uff0c\u901a\u901a\u6d4b\u8bd5\u660e\u767d\uff01\u770b\u8fd9\u4e00\u4e2a\u89c6\u9891\u5c31\u591f\u4e86\uff01\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_N6EP5GG3XI4\" 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%2FN6EP5GG3XI4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/N6EP5GG3XI4\" \/><meta itemprop=\"duration\" content=\"PT9M54S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-06T11:34:39Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_N6EP5GG3XI4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FN6EP5GG3XI4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u4f60\u7684\u7535\u8111\u80fd\u8dd1MiniMax H3\u5417\uff1f\u4e00\u4e2a\u89c6\u9891\u544a\u8bc9\u4f60!ComfyUI MiniMax H3 \u672c\u5730\u6548\u679c\u5b9e\u6d4b\uff01\u663e\u5361\u914d\u7f6e\uff0c\u751f\u6210\u65f6\u95f4\uff0c\u5206\u8fa8\u7387\u9009\u62e9\uff0c\u901a\u901a\u6d4b\u8bd5\u660e\u767d\uff01\u770b\u8fd9\u4e00\u4e2a\u89c6\u9891\u5c31\u591f\u4e86\uff01<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/N6EP5GG3XI4\" 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%2FN6EP5GG3XI4%2F0.jpg\" alt=\"\u4f60\u7684\u7535\u8111\u80fd\u8dd1MiniMax H3\u5417\uff1f\u4e00\u4e2a\u89c6\u9891\u544a\u8bc9\u4f60!ComfyUI MiniMax H3 \u672c\u5730\u6548\u679c\u5b9e\u6d4b\uff01\u663e\u5361\u914d\u7f6e\uff0c\u751f\u6210\u65f6\u95f4\uff0c\u5206\u8fa8\u7387\u9009\u62e9\uff0c\u901a\u901a\u6d4b\u8bd5\u660e\u767d\uff01\u770b\u8fd9\u4e00\u4e2a\u89c6\u9891\u5c31\u591f\u4e86\uff01\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u5c0f\u52a9\u7406\u8054\u7cfb\u65b9\u5f0f\uff1azhuli240614 \u5c0f\u52a9\u7406\u8054\u7cfb\u65b9\u5f0f2\uff1azhuli240828 ComfyUI\u8282\u70b9\u8be6\u89e3\u7f51\u5740\uff1auinodes.com\uff0c\u7f51\u7ad9\u4f7f\u7528\u6559\u7a0b\uff1a \u3010ComfyUI\u3011\u5168\u7f51\u6700\u8be6\u7ec6\u8282\u70b9\u6d4b\u8bd5\u4ee5\u53ca\u53c2\u6570\u8be6\u89e3\uff0c\u8fd1\u5343\u8282\u70b9\u6301\u7eed\u66f4\u65b0\uff0c\u7eaf\u5e72\u8d27\u6559\u7a0b\u603b\u7ed3\u68b3\u7406\u3002 \u672c\u671f\u6a21\u578b\u5de5\u4f5c\u6d41\u94fe\u63a5\uff1ahttps:\/\/pan.quark.cn\/s\/a73bed4f93f8 \u6240\u6709\u6a21\u578b\u4ee5\u53ca\u5de5\u4f5c\u6d41\u5206\u4eab\uff1ahttps:\/\/pan.quark.cn\/s\/ef8c64027412 \u63d0\u793a\u8bcd\u6307\u5357\u5730\u5740\uff1ahttps:\/\/huggingface.co\/MiniMaxAI\/MiniMax-H3\/raw\/main\/docs\/VIDEO_PROMPT_WRITING_GUIDE_base_en.md RunningHub\uff01ComfyUI\u5728\u7ebf\u5de5\u4f5c\u6d41\u8fd0\u884c\uff1ahttps:\/\/www.runninghub.cn?inviteCode=52ef3b3b \u98861000RH\u5e01\u53ef\u4ee5\u514d\u8d39\u751f\u6210\u597d\u591a\u56fe\u7247\u89c6\u9891\u54e6\uff01 \u667a\u7b97\u4e91\u6249\u5c0f\u9ec4\u74dc\u955c\u50cf\uff1ahttps:\/\/studio.aigate.cc\/images\/1028675998928474112?release&amp;channel=C4B7J8G5Z \u4f7f\u7528\u4f18\u60e0\u7801\uff1aYM86NHWZ7J \u6668\u7fbd\u667a\u4e91\u300c\u5566\u5566\u5566\u7684\u5c0f\u9ec4\u74dc\u300d\u955c\u50cf\u5730\u5740\uff1ahttps:\/\/www.chenyu.cn\/console\/login?invitationCode=A4XBJ6 \u6ce8\u518c\u5145\u503c50\u5143\u900150\u5143\uff0c\u6559\u7a0b\uff1a https:\/\/hpo724hww7.feishu.cn\/wiki\/TXnKwk0gXikHM9k7aAScPKXknoT \u5168\u90e8\u793a\u4f8b\u5de5\u4f5c\u6d41\u4ee5\u53ca\u914d\u5957\u6574\u5408\u5305\u52a0\u5165\u661f\u7403\u4e0b\u8f7d\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 ComfyUI\u4ea4\u6d41\u56db\u7fa4\uff1a128763578 \u300a\u4e24\u5c0f\u65f6\u5165\u95e8\u8bfe\u7a0b\u300b\u5df2\u7ecf\u5728\u661f\u7403\u5b8c\u6210\u4e0a\u4f20\u3002 \u300a\u5341\u4e8c\u5c0f\u65f6\u9ad8\u7ea7\u8fdb\u9636\u8bfe\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300a\u5de5\u4f5c\u6d41\u62c6\u89e3\u8fdb\u9636\u6559\u7a0b\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u300aLoRA\u6a21\u578b\u8bad\u7ec3\u5168\u5957\u8bfe\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300aComfyUI\u4e91\u7aef\u9ad8\u7ea7\u6559\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300aComfyUI\u89c6\u9891\u751f\u6210wan\u5168\u751f\u6001\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u300aOpenClaw\u6559\u7a0b\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u661f\u7403\u540e\u7eed\u5c06\u4f5c\u4e3a\u9ad8\u8d28\u91cf\u7cfb\u7edf\u89c6\u9891\u6559\u7a0b\u7684\u53d1\u5e03\u5e73\u53f0\uff0c\u6b22\u8fce\u5927\u5bb6\u6dfb\u52a0\u5c0f\u52a9\u7406\u4e86\u89e3\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=\"MiniMax H3 Can Make Infinite Length Videos Now (Low VRAM)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_6oz0ms9GRY8\" 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%2F6oz0ms9GRY8%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/6oz0ms9GRY8\" \/><meta itemprop=\"duration\" content=\"PT19M39S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-04T20:41:28Z\" \/><\/div><div id=\"lyte_6oz0ms9GRY8\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F6oz0ms9GRY8%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 Can Make Infinite Length Videos Now (Low VRAM)<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/6oz0ms9GRY8\" 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%2F6oz0ms9GRY8%2F0.jpg\" alt=\"MiniMax H3 Can Make Infinite Length Videos Now (Low VRAM)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83c\udfac MiniMax H3 Can Make Infinite Length Videos Now MiniMax H3 is everywhere right now, but everyone is still stuck at one prompt, one short clip. This video breaks down the MiniMax H3 Motion Director, a node that gives you a full shot timeline inside ComfyUI. Add a shot, write its prompt, add another shot, write that one, hit run, and it generates them in order while carrying motion and audio from each shot into the next. The important part is that every segment still generates on its own, so your GPU is never holding a 30 second video in memory. Length stops being a VRAM problem. I go through the full workflow, the model switch for first\/last frame vs reference to video, the four step turbo LoRA, the attention and chunking optimizations, and then run real generations to compare character consistency between image to video and reference to video using a character sheet. The workflow is free in my Discord. \ud83d\udd17 LINKS Patreon (support the channel, early access): https:\/\/www.patreon.com\/LoRAtech Discord (free workflows, node pack): https:\/\/discord.gg\/2bqQXKxsxg 1 on 1 coaching: Available through the Discord. Covers ComfyUI\/RunPod setup, LoRA training, and AI influencer growth strategy. Pricing is consultation based, built around what you actually need. Details in the server. RunPod (GPU rental, deposit &#36;10 get &#36;5 free): https:\/\/get.runpod.io\/x4yprxwsfyac \u23f1\ufe0f TIMESTAMPS 0:00 Intro 0:31 Why this is four shots, not one generation 0:43 What the Motion Director actually does 1:16 How infinite length works without more VRAM 1:48 Installing the node 2:19 Discord and Patreon 2:54 Workflow walkthrough starts 2:58 The three model loaders 3:37 Four step turbo LoRA and shift nodes 4:10 The model switch explained 4:49 Sampler, scheduler, and steps 5:15 Chunking and attention optimization nodes 6:09 Opening the Motion Director 6:37 Mode and output resolution 7:09 Megapixels and FPS 8:13 Building the shot timeline 8:52 How shots carry context to the next one 9:15 Selective run 10:05 Prompt setup for this generation 10:36 Post processing, upscaling, and refinement options 11:13 Live preview and results tab 11:28 The experimental resource monitor 13:12 Generation finished, speeds and freeing RAM 13:59 Watching the image to video result 14:47 Same prompts with reference to video 15:38 Comparing the two results 16:07 New run with a character sheet 16:55 Image to video consistency drift 17:34 Reference to video with the character sheet anchored 18:29 Which model to use and when 19:18 Outro \ud83c\udff7\ufe0f TAGS minimax h3, minimax h3 comfyui, minimax h3 workflow, minimax h3 tutorial, motion director, comfyui, comfyui workflow, ai video, infinite length video, long ai video, minimax h3 image to video, minimax h3 text to video, minimax h3 reference to video, character consistency, comfyui tutorial, comfyui nodes, turbo lora, four step lora, low vram video, multi shot video, video timeline comfyui, comfyui custom nodes, ai filmmaking, ai influencer, character sheet, minimax h3 audio, sage attention, comfyui manager, local ai video, free comfyui workflow \ud83c\udfaf HASHTAGS #minimaxh3 #comfyui #aivideo #minimax #aivideogeneration #comfyuiworkflow #motiondirector #imagetovideo #texttovideo #aitools #aifilmmaking #localai #aicontentcreation #characterconsistency #freeworkflow\"><\/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-4-3 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Minimax H3 - Edit your LoRAs directly with Video Previews\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ojsRMaqz0jI\" 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%2FojsRMaqz0jI%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ojsRMaqz0jI\" \/><meta itemprop=\"duration\" content=\"PT15M48S\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-05T16:22:46Z\" \/><\/div><div id=\"lyte_ojsRMaqz0jI\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FojsRMaqz0jI%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Minimax H3 - Edit your LoRAs directly with Video Previews<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ojsRMaqz0jI\" 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%2FojsRMaqz0jI%2F0.jpg\" alt=\"Minimax H3 - Edit your LoRAs directly with Video Previews\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Edit your Minimax Loras with Video Previews in Fizgig. Get it here: https:\/\/github.com\/shootthesound\/Fizgig Runpod: https:\/\/console.runpod.io\/hub\/template\/faoq8ed6um?ref=vkb387ep Block edit and tweak your LoRAs in realtime with video feedback and save out the modified versions. You can even mix in content from other Loras, or even edit or even improve the Turbo loras - see example in the video of this in action. Supports Fl2va\/Ref2va during the edit process. (see end of video) Works on 32\/24\/16 vram. You may need to use the Nf4 dropdown on 16 (see end of video for tips on that) Additional notes: For the mixing in content from other Loras, use the Donor Lora field. To carry across ID from another lora for example you could add in content from blocks 20-49 using the slider for given blocks. I can do a video on this too if there is interest. \u2615 https:\/\/buymeacoffee.com\/lorasandlenses The drone Lora: https:\/\/civitai.com\/models\/2857065\/drone-shot @ShootTheSound - Peter Neill https:\/\/instagram.com\/shootthesound https:\/\/twitter.com\/shootthesound http:\/\/ShootTheSound.com\"><\/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<h2 class=\"wp-block-heading\">H3 Director<\/h2>\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=\"MiniMax H3 Director - The Bugs Are FIXED \ud83d\udd27 - V1.2 Update\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_41R-wFwEVIM\" 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%2F41R-wFwEVIM%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/41R-wFwEVIM\" \/><meta itemprop=\"duration\" content=\"PT2H9M\" \/><meta itemprop=\"uploadDate\" content=\"2026-09-05T19:24:43Z\" \/><\/div><div id=\"lyte_41R-wFwEVIM\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F41R-wFwEVIM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 Director - The Bugs Are FIXED \ud83d\udd27 - V1.2 Update<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/41R-wFwEVIM\" 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%2F41R-wFwEVIM%2F0.jpg\" alt=\"MiniMax H3 Director - The Bugs Are FIXED \ud83d\udd27 - V1.2 Update\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"MiniMax H3 Director V1.2 Bug Fix This is an update\/bug-fix of the existing MiniMax H3 Director V1.2 workflow in ComfyUI. If you&#039;ve already got the older version installed, delete it and grab this new one from the link below, since a few real bugs have been fixed. I walk through the full workflow in this video, installing everything, setting it up, and a complete generation from start to finish, so it works as a full tutorial whether you&#039;re new to this or already using the older version. \ud83d\udc47 Join Muse Collective https:\/\/www.skool.com\/muse-collective-7594 Muse Collective is for creators who want to build AI characters, digital twins, images and video using local AI and ComfyUI. If this workflow helps you, subscribe, plenty more ComfyUI, MiniMax H3 and AI video workflows coming. Get the updated workflow here (Director + Refine, bundled together in one repo): https:\/\/github.com\/muse-collective-26\/MiniMaxH3-Director-V1.2 You may also need: ComfyUI-H3-Motion-Context-MultiRef (required for chunk-boundary continuity) - https:\/\/github.com\/seitanism\/ComfyUI-H3-Motion-Context-MultiRef Check the notes on the workflow for a FULL node breakdown and make sure to install them all. You may need the following for the generation preview nodes: Tiny VAE \u2014 this is the LTX2.3 version, put it in your models\/vae folder, then add a separate Load VAE node and plug it into the &#039;Model Preview Override&#039; node. https:\/\/huggingface.co\/OzzyGT\/LTX2_tiny_vaes\/tree\/main For the H3 version of the Tiny VAE, Kijai created a patch \u2014 make sure KJNodes is up to date, get MiniMax-H3-TAE, and place it in models\/vae_approx, then refresh ComfyUI. On the node you&#039;ll see a box called tiny_vae \u2014 once refreshed, taeh3.safetensors should appear there. https:\/\/huggingface.co\/Kijai\/MiniMax-H3-TAE\/tree\/main\/vae_approx Let me know in the comments what you&#039;d like me to test with H3 next. #MiniMaxH3 #ComfyUI #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=\"Master MiniMax H3 Video Editing: AI Character &amp;amp; Outfit Swap Guide\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_0vZhdmmuebs\" 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%2F0vZhdmmuebs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/0vZhdmmuebs\" \/><meta itemprop=\"duration\" content=\"PT11M21S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-28T02:10:09Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_0vZhdmmuebs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F0vZhdmmuebs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Master MiniMax H3 Video Editing: AI Character &amp; Outfit Swap Guide<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/0vZhdmmuebs\" 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%2F0vZhdmmuebs%2F0.jpg\" alt=\"Master MiniMax H3 Video Editing: AI Character &amp;amp; Outfit Swap Guide\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Is Video-to-Video Editing the most underrated capability of MiniMax H3? \ud83c\udfac Forget generating random clips from scratch\u2014what if you could take an existing video and replace the main subject, swap outfits, or change props while keeping 100% of the original camera motion, lighting, and performance? In this tutorial, we master MiniMax H3 Video-to-Video Editing using the 10Eros Max Ref2VA base model. Combined with a Two-Stage 3D Latent Upscaling Workflow, we render high-definition edits with surgical precision. \ud83d\udd25 What you&#039;ll master in this tutorial: \u2022 \ud83e\udde0 The Ref2V Editing Logic: How H3 preserves background environments and camera timing while swapping subjects. \u2022 \u270d\ufe0f Official 6-Layer Prompting: Structuring prompts for subject_definitions, summary, retained_elements, and detailed action sequences. \u2022 \ud83d\udc57 Surgical Outfit &amp; Prop Swaps: Replacing white dresses with leather jackets or water bottles with branded soda cans \u2022 \u2699\ufe0f Video Resizing &amp; FPS Alignment: Matching reference video specs to prevent latency glitches. #runninghub #MiniMaxH3 #ComfyUI #AIVideoEditing #VideoToVideo #Ref2Video #10ErosMax #AIOutfitSwap #AICharacterSwap #AIFilmmaking #GenerativeAI #RunningHub #AITutorial #3DLatentUpscaler #VideoRestyle #MotionPreservation ------------------------------------------------------------------------------------------------------------------------ resource - 10Eros Max\uff1ahttps:\/\/huggingface.co\/TenStrip\/10Eros-Max - LightX2V MiniMax H3 Turbo\uff1ahttps:\/\/huggingface.co\/lightx2v\/Minimax-h3-Turbo\/tree\/main - MiniMax H3 Latent Upscaler\uff1ahttps:\/\/github.com\/LBH-123-AI\/Comfyui_Minimax_h3_latent_Upscaler - MiniMax H3 Latent Upscaler\uff1ahttps:\/\/huggingface.co\/LBH-123-AI\/Minimax_h3_latent_Upscaler online workflow 1\uff1aminimax_h3_r2v_video_edit https:\/\/www.runninghub.ai\/post\/2092169872562663425\/?inviteCode=kol02-rh021 RunningHub Fan Benefit: Sign up and get 1,000 free compute points. https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow and prompt engineering download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/blob\/main\/workflow\/2026-08-28minimax_h3_r2v_video_edit.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=\"MiniMax H3\u5bfc\u6f14\u53f0\u63d2\u4ef6\u6765\u4e86\uff01\u4e00\u4e2a\u8282\u70b9\u591a\u529f\u80fd\uff01\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_yStvNd9DpuY\" 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%2FyStvNd9DpuY%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/yStvNd9DpuY\" \/><meta itemprop=\"duration\" content=\"PT32M16S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-21T02:33:52Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_yStvNd9DpuY\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FyStvNd9DpuY%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3\u5bfc\u6f14\u53f0\u63d2\u4ef6\u6765\u4e86\uff01\u4e00\u4e2a\u8282\u70b9\u591a\u529f\u80fd\uff01<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/yStvNd9DpuY\" 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%2FyStvNd9DpuY%2F0.jpg\" alt=\"MiniMax H3\u5bfc\u6f14\u53f0\u63d2\u4ef6\u6765\u4e86\uff01\u4e00\u4e2a\u8282\u70b9\u591a\u529f\u80fd\uff01\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u5c0f\u52a9\u7406\u8054\u7cfb\u65b9\u5f0f\uff1azhuli240614 ComfyUI\u8282\u70b9\u8be6\u89e3\u7f51\u5740\uff1auinodes.com\uff0c\u7f51\u7ad9\u4f7f\u7528\u6559\u7a0b\uff1a \u3010ComfyUI\u3011\u5168\u7f51\u6700\u8be6\u7ec6\u8282\u70b9\u6d4b\u8bd5\u4ee5\u53ca\u53c2\u6570\u8be6\u89e3\uff0c\u8fd1\u5343\u8282\u70b9\u6301\u7eed\u66f4\u65b0\uff0c\u7eaf\u5e72\u8d27\u6559\u7a0b\u603b\u7ed3\u68b3\u7406\u3002 \u6240\u6709\u6a21\u578b\u4ee5\u53ca\u5de5\u4f5c\u6d41\u5206\u4eab\uff1ahttps:\/\/pan.quark.cn\/s\/ef8c64027412 minimaxH3\u5730\u5740\uff1ahttps:\/\/github.com\/MiniMax-AI\/MiniMax-H3 RunningHub\uff01ComfyUI\u5728\u7ebf\u5de5\u4f5c\u6d41\u8fd0\u884c\uff1ahttps:\/\/www.runninghub.cn?inviteCode=52ef3b3b \u98861000RH\u5e01\u53ef\u4ee5\u514d\u8d39\u751f\u6210\u597d\u591a\u56fe\u7247\u89c6\u9891\u54e6\uff01 \u667a\u7b97\u4e91\u6249\u5c0f\u9ec4\u74dc\u955c\u50cf\uff1ahttps:\/\/studio.aigate.cc\/images\/1028675998928474112?release&amp;channel=C4B7J8G5Z \u6668\u7fbd\u667a\u4e91\u300c\u5566\u5566\u5566\u7684\u5c0f\u9ec4\u74dc\u300d\u955c\u50cf\u5730\u5740\uff1ahttps:\/\/www.chenyu.cn\/console\/login?invitationCode=A4XBJ6 \u5168\u90e8\u793a\u4f8b\u5de5\u4f5c\u6d41\u4ee5\u53ca\u914d\u5957\u6574\u5408\u5305\u52a0\u5165\u661f\u7403\u4e0b\u8f7d\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 ComfyUI\u4ea4\u6d41\u56db\u7fa4\uff1a128763578 \u300a\u4e24\u5c0f\u65f6\u5165\u95e8\u8bfe\u7a0b\u300b\u5df2\u7ecf\u5728\u661f\u7403\u5b8c\u6210\u4e0a\u4f20\u3002 \u300a\u5341\u4e8c\u5c0f\u65f6\u9ad8\u7ea7\u8fdb\u9636\u8bfe\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300a\u5de5\u4f5c\u6d41\u62c6\u89e3\u8fdb\u9636\u6559\u7a0b\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u300aLoRA\u6a21\u578b\u8bad\u7ec3\u5168\u5957\u8bfe\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300aComfyUI\u4e91\u7aef\u9ad8\u7ea7\u6559\u7a0b\u300b\u66f4\u65b0\u5b8c\u6bd5\u3002 \u300aComfyUI\u89c6\u9891\u751f\u6210wan\u5168\u751f\u6001\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u300aOpenClaw\u6559\u7a0b\u300b\u6301\u7eed\u66f4\u65b0\u3002 \u300aMiniMax\u96f6\u57fa\u7840\u672c\u5730\u90e8\u7f72\u6559\u7a0b\u300b\u66f4\u65b0\u5b8c\u6210\u3002 \u661f\u7403\u540e\u7eed\u5c06\u4f5c\u4e3a\u9ad8\u8d28\u91cf\u7cfb\u7edf\u89c6\u9891\u6559\u7a0b\u7684\u53d1\u5e03\u5e73\u53f0\uff0c\u6b22\u8fce\u5927\u5bb6\u6dfb\u52a0\u5c0f\u52a9\u7406\u4e86\u89e3\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=\"MiniMax H3 \u5bfc\u6f14\u53f0\u8282\u70b9\uff0c\u4e13\u4e1a\u81ea\u52a8\u63d0\u793a\u8bcd\uff0c\u652f\u6301\u957f\u89c6\u9891\u76f4\u51fa\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_qTLoJHoz9uk\" 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%2FqTLoJHoz9uk%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/qTLoJHoz9uk\" \/><meta itemprop=\"duration\" content=\"PT14M30S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-23T14:36:31Z\" \/><\/div><div id=\"lyte_qTLoJHoz9uk\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqTLoJHoz9uk%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 \u5bfc\u6f14\u53f0\u8282\u70b9\uff0c\u4e13\u4e1a\u81ea\u52a8\u63d0\u793a\u8bcd\uff0c\u652f\u6301\u957f\u89c6\u9891\u76f4\u51fa<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/qTLoJHoz9uk\" 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%2FqTLoJHoz9uk%2F0.jpg\" alt=\"MiniMax H3 \u5bfc\u6f14\u53f0\u8282\u70b9\uff0c\u4e13\u4e1a\u81ea\u52a8\u63d0\u793a\u8bcd\uff0c\u652f\u6301\u957f\u89c6\u9891\u76f4\u51fa\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Model and workflow\uff1ahttps:\/\/pan.quark.cn\/s\/30acaf4d0e8b#\/list\/share 1\u3001MiniMax \u5bfc\u6f14\u53f0\u81ea\u52a8\u63d0\u793a\u8bcd\u5de5\u4f5c\u6d41\uff1a https:\/\/www.runninghub.ai\/zh-cn\/post\/2090811252858789890\/?inviteCode=rh-v1542 2\u3001MiniMax \u5bfc\u6f14\u53f0\u6587\u751f\u89c6\u9891\u5de5\u4f5c\u6d41\uff1a https:\/\/www.runninghub.ai\/zh-cn\/post\/2090811255702749186\/?inviteCode=rh-v1542 3\u3001MiniMax \u5bfc\u6f14\u53f0\u56fe\u751f\u89c6\u9891\u5de5\u4f5c\u6d41\uff1a https:\/\/www.runninghub.ai\/zh-cn\/post\/2091526023444127745\/?inviteCode=rh-v1542 4\u3001MiniMax \u5bfc\u6f14\u53f0\u53c2\u8003\u751f\u89c6\u9891\u5de5\u4f5c\u6d41\uff1a https:\/\/www.runninghub.ai\/zh-cn\/post\/2090811248166789122\/?inviteCode=rh-v1542 \u2705Welcome to experience my other workflows: \ud83d\udc49(https:\/\/www.runninghub.ai\/user-center\/2051549654176546818\/?inviteCode=rh-v1542) \ud83d\udc48Click to jump directl \u98de\u4e66\uff1ahttps:\/\/my.feishu.cn\/wiki\/KrKow7S6ziML2IkuhWdc0vlQnnc?from=from_copylink \u98de\u4e66\u7b2c120#\"><\/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=\"MiniMax H3 Oily Skin &mdash; FIXED (Tutorial)\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_WxxkrfMgP2k\" 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%2FWxxkrfMgP2k%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/WxxkrfMgP2k\" \/><meta itemprop=\"duration\" content=\"PT4M15S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-26T08:00:05Z\" \/><\/div><div id=\"lyte_WxxkrfMgP2k\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FWxxkrfMgP2k%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 Oily Skin \u2014 FIXED (Tutorial)<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/WxxkrfMgP2k\" 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%2FWxxkrfMgP2k%2F0.jpg\" alt=\"MiniMax H3 Oily Skin &mdash; FIXED (Tutorial)\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u2601\ufe0f RUN IT ON AN RTX 4090 IN THE CLOUD \u2014 FREE Register with the link below, try the workflow, and get 1,100 free coins to start. MiniMax H3 i2v Latent Upscale (No Oil) https:\/\/www.runninghub.ai\/post\/2092371477839851522\/?inviteCode=rh-v1580 \ud83c\udd95 First time on RunningHub? Watch this first: https:\/\/www.youtube.com\/watch?v=WD6roXe7r60 \ud83d\udcac Any questions, come and ask in the community: https:\/\/discord.gg\/BpM2c7TWTv If MiniMax H3 keeps giving you shiny, oily-looking skin in close-ups \u2014 especially with the TurboLoRA and a two-stage upscale \u2014 this one free LoRA fixes it in about 30 seconds of setup. The TurboLoRA + two-stage upscale combo that makes MiniMax H3 fast also makes skin look shiny and oily, worse the closer the shot. My friend Michael found a small free LoRA that fixes it \u2014 no special workflow needed, just one extra node. LoRA download: https:\/\/huggingface.co\/fal\/MiniMax-H3-Realism-People-LoRA Full setup (trigger word, strength setting, where to wire it in) is in the video. \u23f1\ufe0f CHAPTERS 0:00 The oily skin problem with MiniMax H3 0:43 Before vs after the fix 1:06 The fix: H3 Realism People LoRA 2:04 Applying it on RunningHub (cloud demo) 2:45 Wiring the LoRA into your workflow 3:25 LoRA strength: 0.75 sweet spot 4:04 Wrap-up \ud83d\udd17 LINKS Channel memberships: https:\/\/www.youtube.com\/channel\/UCYaPATFpSxsvTqObBKoW3_Q\/join All resource packs: https:\/\/promptmastery4.gumroad.com #minimaxh3 #comfyui #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\n<h2 class=\"wp-block-heading\">H3 Speed Up <\/h2>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-2'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/ai.infernews.com\\\/media\\\/MiniMaxH3_SageAttention_H3_SLA_Attention.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/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=\"MiniMax H3\u957f\u89c6\u9891\u5faa\u73af\u6d41\u6765\u4e86\uff01\u6587\u751f\uff0b\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\uff0c\u81ea\u7531\u62bd\u5361\u7cbe\u51c6\u5339\u914d\uff5c\u9644\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u6ca1\u6709\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\u54c8~~\u5c01\u9762\u6709\u8bef\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_pH2MJi5bKXw\" 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%2FpH2MJi5bKXw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/pH2MJi5bKXw\" \/><meta itemprop=\"duration\" content=\"PT14M54S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-12T00:37:35Z\" \/><\/div><div id=\"lyte_pH2MJi5bKXw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FpH2MJi5bKXw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3\u957f\u89c6\u9891\u5faa\u73af\u6d41\u6765\u4e86\uff01\u6587\u751f\uff0b\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\uff0c\u81ea\u7531\u62bd\u5361\u7cbe\u51c6\u5339\u914d\uff5c\u9644\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u6ca1\u6709\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\u54c8~~\u5c01\u9762\u6709\u8bef<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/pH2MJi5bKXw\" 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%2FpH2MJi5bKXw%2F0.jpg\" alt=\"MiniMax H3\u957f\u89c6\u9891\u5faa\u73af\u6d41\u6765\u4e86\uff01\u6587\u751f\uff0b\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\uff0c\u81ea\u7531\u62bd\u5361\u7cbe\u51c6\u5339\u914d\uff5c\u9644\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u6ca1\u6709\u9996\u5c3e\u5e27\u81ea\u52a8\u63a5\u529b\u54c8~~\u5c01\u9762\u6709\u8bef\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u63d2\u4ef6\u5730\u5740\uff1ahttps:\/\/github.com\/ethanfel\/ComfyUI-MiniMaxH3-Contex-Loop\/tree\/main \u3010MiniMax H3\u5168\u7f51\u6700\u5168\u8d44\u6e90\u6765\u4e86\uff01\u6301\u7eed\u66f4\u65b0\uff01\u3011https:\/\/pan.quark.cn\/s\/0c983dd5d979 \u3010RunningHub\u5de5\u4f5c\u6d41\u5730\u5740CN\u7ad9\u3011https:\/\/www.runninghub.cn\/post\/2087228903789260802\/?inviteCode=rh-v1234 \u3010RunningHub\u5de5\u4f5c\u6d41\u5730\u5740AI \u7ad9\u3011https:\/\/www.runninghub.ai\/user-center\/?inviteCode=rh-v1234 \u7c89\u4e1d\u798f\u5229\uff0c\u6ce8\u518c\u586b\u5199rh-v1234\uff0c\u90011000\u70b9\uff0c\u6bcf\u65e5\u767b\u5f55100\u70b9\uff0c\u7545\u73a9comfyui\uff0c\u8d85\u6027\u80fd\u4f53\u9a8c\uff01 \u3010\u672c\u671f\u6a21\u578b\u53ca\u5de5\u4f5c\u6d41\u767e\u5ea6\u7f51\u76d8\u3011https:\/\/pan.baidu.com\/s\/1QPQXMBYxMQwibQA9yedbgA?pwd=r9y6 \u3010Comfyui\u8d44\u6599\u5206\u4eab-\u4e0d\u5b9a\u671f\u66f4\u65b0\u3011https:\/\/pan.quark.cn\/s\/ba992dddc7c2\"><\/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=\"The 3 Best Nodes to Speed Up MiniMax H3 Video Generation | ComfyUI\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_7OdavyzNCmg\" 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%2F7OdavyzNCmg%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/7OdavyzNCmg\" \/><meta itemprop=\"duration\" content=\"PT5M8S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-05T06:12:48Z\" \/><\/div><div id=\"lyte_7OdavyzNCmg\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7OdavyzNCmg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">The 3 Best Nodes to Speed Up MiniMax H3 Video Generation | ComfyUI<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/7OdavyzNCmg\" 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%2F7OdavyzNCmg%2F0.jpg\" alt=\"The 3 Best Nodes to Speed Up MiniMax H3 Video Generation | ComfyUI\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"In this video, let&#039;s take a look at three nodes that can speed up your MiniMax H3 video generation. After watching the video don&#039;t forget to like, share and subscribe to the channel. ComfyUI Spectrum MiniMax H3 https:\/\/github.com\/xmarre\/ComfyUI-Spectrum-MiniMax-H3 ComfyUI KJNodes https:\/\/github.com\/kijai\/ComfyUI-KJNodes Workflow(Minimax H3 Ref2VA + Easy Cache _ Spectrum + Sage.json) https:\/\/github.com\/axiomgraph\/ComfyUIWorkflow #comfyui #minimax #minimaxh3 #comfyuitutorial comfyui speed up video generation comfyui minimax h3 speed up generation comfyui powerfull nodes to speed up video generation\"><\/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<h2 class=\"wp-block-heading\">Jail Break<\/h2>\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=\"MiniMax H3 \u6b63\u5f0f\u5f00\u6e90\uff01\u8d8a\u72f1\u6a21\u578b\u5df2\u53d1\u5e03\uff0c\u6700\u4f4e8G\u663e\u5b58\u4e5f\u80fd\u8dd1\uff01\u672c\u5730\u90e8\u7f72\u6559\u7a0b+\u5b9e\u6d4b\uff01 | \u96f6\u5ea6\u89e3\u8bf4\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_UXEjocWEfiM\" 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%2FUXEjocWEfiM%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/UXEjocWEfiM\" \/><meta itemprop=\"duration\" content=\"PT8M50S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-05T12:32:45Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_UXEjocWEfiM\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUXEjocWEfiM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 \u6b63\u5f0f\u5f00\u6e90\uff01\u8d8a\u72f1\u6a21\u578b\u5df2\u53d1\u5e03\uff0c\u6700\u4f4e8G\u663e\u5b58\u4e5f\u80fd\u8dd1\uff01\u672c\u5730\u90e8\u7f72\u6559\u7a0b+\u5b9e\u6d4b\uff01 | \u96f6\u5ea6\u89e3\u8bf4<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/UXEjocWEfiM\" 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%2FUXEjocWEfiM%2F0.jpg\" alt=\"MiniMax H3 \u6b63\u5f0f\u5f00\u6e90\uff01\u8d8a\u72f1\u6a21\u578b\u5df2\u53d1\u5e03\uff0c\u6700\u4f4e8G\u663e\u5b58\u4e5f\u80fd\u8dd1\uff01\u672c\u5730\u90e8\u7f72\u6559\u7a0b+\u5b9e\u6d4b\uff01 | \u96f6\u5ea6\u89e3\u8bf4\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u3010\u66f4\u591a\u8d44\u6e90\u3011\u25b6https:\/\/bittly.cc\/lingdu \u3010\u96f6\u5ea6\u535a\u5ba2\u3011\u25b6https:\/\/www.freedidi.com \u3010\u4f1a\u5458\u63d0\u95ee\u3011\u25b6https:\/\/vip.freedidi.com ------------------------------------- \ud83d\udd14 MiniMax H3 \u5f00\u6e90\u6a21\u578b\u4e0b\u8f7d\u5de5\u4f5c\u6d41\u83b7\u53d6\uff1ahttps:\/\/www.freedidi.com\/25010.html TDMFast \u9ad8\u901f\u4e0b\u8f09\u5668\uff1ahttps:\/\/www.tdmfast.com \ud83e\udeb6\ud83e\udd47\ud83e\udd48 \u4f1a\u5458\u54a8\u8be2 \/ \u4e00\u5bf9\u4e00\uff08\u9650\u91cf\u5f00\u653e\uff09\uff1a\ud83d\udd17https:\/\/vip.freedidi.com \ud83d\udd30 \u5b89\u5168VPN\u63a8\u8350\uff08\u6700\u9ad8\u4f18\u60e0\u94fe\u63a5\uff09\uff1a 1.SurfsharkVPN\uff1ahttps:\/\/get.surfshark.net\/aff_c?offer_id=390&amp;aff_id=4890 2.ProtonVPN\uff1ahttps:\/\/go.getproton.me\/aff_c?offer_id=26&amp;aff_id=1905&amp;source=youtube 3.ExpressVPN\uff1ahttps:\/\/go.expressvpn.com\/c\/2612933\/1645830\/16063 4.PureVPN\uff1a https:\/\/billing.purevpn.com\/aff.php?aff=44074 \ud83d\ude80VPS \u63a8\u8350\uff1a 1.https:\/\/bandwagonhost.com\/aff.php?aff=58794 \uff08\u642c\u74e6\u5de5 CN2\uff09 \ud83e\udd9e AI \u751f\u6210\u5bf9\u53e3\u578b\u89c6\u9891\uff08\u652f\u6301\u591a\u8bed\u8a00\uff09\uff1ahttps:\/\/bittly.cc\/heygen \ud83d\udcb0\u6bd4\u7279\u5e01\u4ea4\u6613\u5e73\u53f0 1.\u706b\u5e01\u5b98\u7f51 : https:\/\/www.htx-kol.com\/invite\/zh-cn\/1g?invite_code=48tr7 2.\u6b27\u6613\u5b98\u7f51: https:\/\/www.okx.com\/join\/15073927 ======================= \u5176\u5b83\u66f4\u591a\u7cbe\u5f69\u5185\u5bb9\u63a8\u8350\uff1a\ud83d\ude0d https:\/\/youtu.be\/-VrgBEz-EZ4 https:\/\/youtu.be\/bowzVW93pig https:\/\/youtu.be\/uFHtS_kJAUE https:\/\/youtu.be\/dNsxnuAIIdw https:\/\/youtu.be\/q1qCzx3sakA https:\/\/youtu.be\/swafOCGzmow https:\/\/youtu.be\/5eA7-gWH_2o https:\/\/youtu.be\/HAXed-ZYEZQ https:\/\/youtu.be\/nc-EQHtx2W8 https:\/\/youtu.be\/LQwD0x1Z8ak https:\/\/youtu.be\/T4eLUtIRy_M https:\/\/youtu.be\/5XrayNHLWrg https:\/\/youtu.be\/b_NTQEWJLxw https:\/\/youtu.be\/lzb5bJS4XtI https:\/\/youtu.be\/cHIyeTdKB4g https:\/\/youtu.be\/p8KTaBv7nxw https:\/\/youtu.be\/UWelKj2LkIU https:\/\/youtu.be\/JBv-thjmVP8 https:\/\/youtu.be\/QCvF8mCPwdQ https:\/\/youtu.be\/NLO0nx4EN24 https:\/\/youtu.be\/r351ngmDL3Q https:\/\/youtu.be\/IIcAe2AlROE https:\/\/youtu.be\/kCrX3Dm4_cY https:\/\/youtu.be\/UhMim4G79Oo https:\/\/youtu.be\/xzBiF8TJ_t4 https:\/\/youtu.be\/Q-FUmOtysyg https:\/\/youtu.be\/MEZnK8ZOSVw ========================= \u96f6\u5ea6\u7535\u62a5\u7fa4\uff1ahttps:\/\/t.me\/lingdujie\"><\/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<h2 class=\"wp-block-heading\">\u6559\u5b78<\/h2>\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=\"\u65b0\u624b\u5fc5\u770b MiniMax H3 \u4eba\u7269|\u573a\u666f|\u97f3\u9891|\u5168\u80fd \u4e00\u81f4\u6027 \u8d85\u8be6\u7ec6\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_Q_kYwSvx5sw\" 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%2FQ_kYwSvx5sw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/Q_kYwSvx5sw\" \/><meta itemprop=\"duration\" content=\"PT12M5S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-09T05:44:25Z\" \/><\/div><div id=\"lyte_Q_kYwSvx5sw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FQ_kYwSvx5sw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u65b0\u624b\u5fc5\u770b MiniMax H3 \u4eba\u7269|\u573a\u666f|\u97f3\u9891|\u5168\u80fd \u4e00\u81f4\u6027 \u8d85\u8be6\u7ec6<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/Q_kYwSvx5sw\" 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%2FQ_kYwSvx5sw%2F0.jpg\" alt=\"\u65b0\u624b\u5fc5\u770b MiniMax H3 \u4eba\u7269|\u573a\u666f|\u97f3\u9891|\u5168\u80fd \u4e00\u81f4\u6027 \u8d85\u8be6\u7ec6\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u8fd9\u6b21\u66f4\u65b0\u4e86\u96f6\u51b2\u7a81\u7684\u6574\u5408\u5305\uff014.0\"><\/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=\"The BEST local AI video generator is here! Minimax H3 tutorial\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_8HutJ9W5pTg\" 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%2F8HutJ9W5pTg%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/8HutJ9W5pTg\" \/><meta itemprop=\"duration\" content=\"PT23M47S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-05T03:31:09Z\" \/><\/div><div id=\"lyte_8HutJ9W5pTg\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F8HutJ9W5pTg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">The BEST local AI video generator is here! Minimax H3 tutorial<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/8HutJ9W5pTg\" 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%2F8HutJ9W5pTg%2F0.jpg\" alt=\"The BEST local AI video generator is here! Minimax H3 tutorial\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Minimax H3 installation tutorial. How to run Minimax H3 in ComfyUI #ai #aitools #aivideo See part 2 for more Minimax H3 tips and tricks: https:\/\/youtu.be\/G3YHSvXZP_g Try Minimax online https:\/\/hailuoai.pxf.io\/0G19e3 Get 10% off your first subscription with code AISEARCH Check out the Minimax API for 2K quality boost and prompt expansion: https:\/\/platform.minimax.io\/subscribe\/token-plan?tab=api-enterprise RESOURCES MENTIONED: Minimax H3 models: https:\/\/huggingface.co\/Comfy-Org\/MiniMax-H3 Workflows and files: https:\/\/docs.comfy.org\/tutorials\/video\/minimax\/minimax-h3 ComfyUI tutorial: https:\/\/youtu.be\/g74Cq9Ip2ik Wan2GP tutorial: https:\/\/youtu.be\/KaQbt6NYrzY Minimax vs Seedance: https:\/\/youtu.be\/RJT19JEug38 Sage attention wheels https:\/\/github.com\/woct0rdho\/SageAttention\/releases KJ nodes https:\/\/github.com\/kijai\/ComfyUI-KJNodes Spectrum https:\/\/github.com\/xmarre\/ComfyUI-Spectrum-MiniMax-H3 More on license https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-H3\/discussions\/12 How to find your torch and cuda version: python.exe -c &quot;import torch; print(torch.__version__) 00:00 Minimax H3 intro 00:39 Demos 01:26 Multimodal strengths 03:27 How to install Minimax H3 04:40 Downloading models 06:57 Text to video 08:24 Image to video 09:30 Reference to video 12:00 Video editing 12:50 Audio reference 14:20 How to speed up Minimax H3 19:50 How to speed up ref to video 20:19 How to run with low vram 20:51 Training loras 21:26 License Learn AI: https:\/\/ai-search.io\/courses Newsletter: https:\/\/aisearch.substack.com\/ Find AI tools &amp; jobs: https:\/\/ai-search.io\/ Support: https:\/\/ko-fi.com\/aisearch Here&#039;s my equipment, in case you&#039;re wondering: Lenovo Thinkbook: https:\/\/amzn.to\/4jWeKwH Dell Precision 5690: https:\/\/www.dell.com\/en-us\/dt\/ai-technologies\/index.htm?utm_source=AISearchTools&amp;utm_medium=youtube&amp;utm_campaign=precisionai#tab0=0 GPU: Nvidia RTX 5000 Ada https:\/\/nvda.ws\/3zfqGqS Mic: Shure SM7B https:\/\/amzn.to\/3DErjt1 Audio interface: Scarlett Solo https:\/\/amzn.to\/3qELMeu\"><\/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=\"Native Audio + Motion Reference? Testing MiniMax H3 Limits\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_3NLbgpZ8cvs\" 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%2F3NLbgpZ8cvs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/3NLbgpZ8cvs\" \/><meta itemprop=\"duration\" content=\"PT15M15S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-05T12:48:44Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_3NLbgpZ8cvs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F3NLbgpZ8cvs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Native Audio + Motion Reference? Testing MiniMax H3 Limits<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/3NLbgpZ8cvs\" 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%2F3NLbgpZ8cvs%2F0.jpg\" alt=\"Native Audio + Motion Reference? Testing MiniMax H3 Limits\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Is MiniMax H3 the king of open-source multimodal AI video? \ud83c\udfac Unlike traditional video models, MiniMax H3 generates synchronized high-fidelity audio and video simultaneously while demonstrating astonishing physical commonsense and narrative capability. In this deep-dive tutorial, we explore all three core generation modes in ComfyUI: Text-to-Video (T2V), Image-to-Video (I2V \/ First-Last Frame), and Reference-to-Video (Ref2V). From Chinese calligraphy ink flows and mechanical puzzle sound effects to liquid pouring physics and motion-driven stunt references, we put the INT8 Pruned model through its ultimate paces. \ud83d\udd25 What you&#039;ll master in this tutorial: \u2022 \ud83e\udde0 The H3 Multimodal Architecture: Understanding the FL2VA &amp; Ref2VA base models, Qwen3-VL-32B text encoder, and dual VAEs. \u2022 \ud83d\udcd0 The 17k+5 Frame Formula: Calculating 24FPS frame lengths correctly for smooth outputs. \u2022 \u270d\ufe0f Structured Timeline Prompting: Structuring 5-layer prompts for precise multi-shot narrative control. \u2022 \ud83c\udf99\ufe0f Native Audio &amp; Lip-Sync: Using dialogue tags for natural multi-language lip-syncing and synced SFX. \u2022 \ud83e\uddea Ref2Video Deep Dive: Testing Match vs. Max resolution modes, 4-column Character Sheets, multi-image asset assembly, and video motion transfer. #runninghub #MiniMaxH3 #ComfyUI #AIVideo #MultimodalAI #NativeAudioVideo #Ref2Video #ImageToVideo #TextToVideo #Qwen3VL #AIWorkflow #AIFilmmaking #MotionTransfer #LipSyncAI #GenerativeAI #RunningHub #AITutorial ------------------------------------------------------------------------------------------------------------------------ resource https:\/\/huggingface.co\/Comfy-Org\/MiniMax-H3 https:\/\/blog.comfy.org\/p\/minimax-h3-day-0-support-in-comfyui online workflow 1\uff1avideo_minimax_h3_t2v https:\/\/www.runninghub.ai\/post\/2084204319494230018\/?inviteCode=kol02-rh021 2\uff1avideo_minimax_h3_i2v https:\/\/www.runninghub.ai\/post\/2084453043861901313\/?inviteCode=kol02-rh021 3\uff1avideo_minimax_h3_r2v https:\/\/www.runninghub.ai\/post\/2084488122590605313\/?inviteCode=kol02-rh021 Runninghub Fan Benefit: Register to get 1,000 RHB https:\/\/www.runninghub.ai\/?utm_source=kol02-RH021 workflow and prompt engineering download\uff1a https:\/\/github.com\/amao2001\/ganloss-latent-space\/tree\/main\/workflow\/2026-08-05minmaxH3 ------------------------------------------------------------------------------------------------------------------------\"><\/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=\"MiniMax H3 Might Be The Best Local AI Video Now! Multimodal Reference2Video Walkthrough\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_RIFTcIZqaS4\" 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%2FRIFTcIZqaS4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/RIFTcIZqaS4\" \/><meta itemprop=\"duration\" content=\"PT16M53S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-03T19:54:06Z\" \/><\/div><div id=\"lyte_RIFTcIZqaS4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FRIFTcIZqaS4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniMax H3 Might Be The Best Local AI Video Now! Multimodal Reference2Video Walkthrough<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/RIFTcIZqaS4\" 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%2FRIFTcIZqaS4%2F0.jpg\" alt=\"MiniMax H3 Might Be The Best Local AI Video Now! Multimodal Reference2Video Walkthrough\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"This video walks through MiniMax H3 after the open-weight release on Hugging Face and ModelScope, with a full ComfyUI setup. We cover the omni-modal generative system, FL2VA vs Ref2VA weights, Qwen3-VL 32B text encoder options (BF16, Int8 Convrot, NVFP4), separate video and audio VAEs, and why the marketed 2K path is really H3 base at 768p plus H3 Regenerate 2K on a second pass. You get text-to-video demos, reference-to-video with character sheets plus audio, prompt-guide tips with AI agents, and honest limits on fight-scene character replace versus Seedance. This is for ComfyUI users and local AI video creators who want MiniMax H3 on a single consumer GPU without a cluster. If you already run quantized diffusion models, care about VRAM choices (Int8 Convrot vs FP8 Scaled vs BF16), or you want reference-to-video with up to 9 images, 3 videos, and audio in one workflow, this walkthrough is aimed at you. Also useful if you care about private or on-prem generation for data sovereignty. Open weights for MiniMax H3 change what you can run locally for multimodal video: text, images, video, and audio in one model, with native stereo audio and long prompts under 7,000 characters. ComfyUI already has merged and quantized files, so you can start on hardware like a 3060 (slow) or a workstation GPU (about 2 minutes per 5-second clip in this demo). Beyond entertainment, MiniMax is also pointing H3 at world-model style robotics prediction. For ads, music-video style clips, and multi-character talking scenes with audio sync, this is one of the strongest open options right now, with clear gaps still left for hard V2V fight replace. MODELS REFERENCED Blog post: https:\/\/www.patreon.com\/aifuturetech\/posts\/165674768?utm_source=youtube&amp;utm_medium=video&amp;utm_campaign=20260804 About Minimax H3 Slides by Hermes : https:\/\/www.patreon.com\/file?h=165674768&amp;m=711041254 - MiniMax H3 (official weights): https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-H3 - ComfyUI merged \/ quantized files: https:\/\/huggingface.co\/Comfy-Org\/MiniMax-H3 Timeline : 00:00 \u2013 Introduction to MiniMax H3 and its open-weights release. 00:41 \u2013 Exploring the &quot;Omnimodal&quot; generative system: Text, Image, Video, and Audio. 01:15 \u2013 Understanding the two-stage generation process (768p base to 2K output). 02:08 \u2013 Summary of specifications and system requirements. 02:43 \u2013 ComfyUI setup: Selecting the right model files (INT8 vs. FP8). 04:19 \u2013 Diving into the Text Encoder (Qwen 3VL 32B) and VAEs. 05:09 \u2013 Prompting guide: How to use AI agents to enhance your prompts. 06:29 \u2013 Real-world applications: MiniMax H3 as a &quot;World Model&quot; for robotics. 07:12 \u2013 ComfyUI Workflow: Text-to-Video generation walkthrough. 08:18 \u2013 Visual Showcase: Coffee close-ups and character skin details. 09:34 \u2013 Breaking down the subgraph: Frame formulas and sampling steps. 11:13 \u2013 Motion Showcase: Animal documentaries and high-action BMX clips. 12:30 \u2013 Advanced Tutorial: Reference-to-Video and multimodal tasks. 13:36 \u2013 Testing character consistency and audio-influenced motion. 14:44 \u2013 Case Study: Character replacement in fight scenes (Pros &amp; Cons). 16:17 \u2013 Final thoughts: Privacy, data sovereignty, and the future of local AI video. Local Workstation GPU : https:\/\/amzn.to\/3XfXsAO -------------------------------------------------------------------------------------------------------------------------------- If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/c\/aifuturetech #minimaxai #minimaxaivideo #comfyui #aianimation\"><\/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=\"I Made MiniMax H3 2x Faster &mdash; Here&amp;#039;s How\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_RR3rtc9jdcI\" 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%2FRR3rtc9jdcI%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/RR3rtc9jdcI\" \/><meta itemprop=\"duration\" content=\"PT5M54S\" \/><meta itemprop=\"uploadDate\" content=\"2026-08-03T22:00:37Z\" \/><\/div><div id=\"lyte_RR3rtc9jdcI\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FRR3rtc9jdcI%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">I Made MiniMax H3 2x Faster \u2014 Here&#039;s How<\/div><\/div><button tabindex=\"0\" class=\"play\"><\/button><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/RR3rtc9jdcI\" 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%2FRR3rtc9jdcI%2F0.jpg\" alt=\"I Made MiniMax H3 2x Faster &mdash; Here&amp;#039;s How\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udce6 Get the SageAttention speed workflow \u2014 free download: \ud83d\udd17 https:\/\/promptmastery4.gumroad.com\/l\/ezpkl Includes: Image to Video Ultra 2x Fast workflow, Reference to Video Ultra 2x Fast workflow, plus two sample footages upscaled to 1080p and 4K. \u2601\ufe0f No hardware? Try the same workflow on RunningHub \u2014 sign up with my affiliate link and receive 1,000 free coins, enough to generate plenty of free videos: \ud83d\udd17 https:\/\/www.runninghub.ai\/post\/2084160024145948674\/?inviteCode=rh-v1580 \ud83d\udcac Come join the community \ud83d\udd17 https:\/\/discord.gg\/BpM2c7TWTv --- MiniMax H3 ComfyUI workflow optimized with SageAttention \u2014 cutting generation time in half with zero quality loss. This tutorial shows you exactly how to speed up MiniMax H3 video generation using a simple SageAttention KJ node, reducing an 8 second 1 megapixel generation from over 20 minutes down to 10 minutes on an RTX 4090. MiniMax H3 dropped less than 12 hours ago and the biggest complaint I&#039;ve heard is how slow it is. This SageAttention fix solves that immediately. Full credit to my good friend Michael for finding this and sharing it \u2014 legend move. I&#039;ve already updated my cloud ComfyUI workflow with SageAttention enabled so you can try the speed boost right now. I&#039;m installing SageAttention locally next, and I&#039;ll share tips in the comments once it&#039;s done \u2014 drop a comment if you run into issues. This is just the beginning \u2014 character and scene consistency with MiniMax H3 is next, and it&#039;s looking incredible. \ud83c\udfac CapCut Download (supports the channel): https:\/\/capcutaffiliateprogram.pxf.io\/qzLAVN --- \ud83d\udc4d Like and subscribe if this helped \u2014 it genuinely helps the channel grow. \ud83d\udcac Drop a comment with your questions or what you want to see next. #MiniMaxH3 #SageAttention #ComfyUI #LocalAI #OpenSourceAI #RunningHub --- Timestamps: 00:00 \u2014 MiniMax H3&#039;s biggest complaint: it&#039;s too slow 00:30 \u2014 Running the speed comparison test 01:21 \u2014 Results: 21 minutes vs 10 minutes 02:18 \u2014 The discovery: SageAttention KJ node 02:46 \u2014 Credit to Michael for the discovery 03:09 \u2014 Updating the cloud workflow with SageAttention 03:52 \u2014 Installing SageAttention locally \u2014 coming next 04:31 \u2014 What&#039;s next: character and scene consistency fixed\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>\u63d0\u793a\u672a\u5fc5\u53ea\u5f97\u6587\u5b57\uff0c\u4ea6\u53ef\u4ee5\u9023\u540c\u5716\u7247\u3001\u5f71\u7247\u751a\u81f3\u97f3\u8a0a\u4e00\u9f4a\u4ea4\u7540\u6a21\u578b\u8655\u7406\uff1bMiniMax H3\u5c31\u662f\u671d\u4f4f\u5462\u7a2e\u5de5\u4f5c\u6d41\u800c\u8a2d\u3002\u9801\u9762\u672a\u63d0\u4f9b&nbsp;based on\u3001base model&nbsp;\u6216&nbsp;fine-tuned from&nbsp;\u8cc7\u8a0a\uff0c\u6240\u4ee5\u7121\u6cd5\u78ba\u8a8d\u5b83\u4fc2\u5514\u4fc2\u5efa\u57fa\u65bc\u5176\u4ed6\u57fa\u790e\u6a21\u578b\u5fae\u8abf\u800c\u6210\uff0c\u4f46\u5df2\u6e05\u695a\u6a19\u793a\u70ba&nbsp;image-text-to-video\uff0c\u800c\u4e14\u5c6c\u65bc\u53ef\u540c\u6642\u7406\u89e3\u540c\u751f\u6210\u591a\u6a21\u614b\u5167\u5bb9\u7684 generative system\u3002 \u5b83\u8655\u7406\u7684\u91cd\u9ede\u4e0d\u53ea\u662f\u7531\u6587\u5b57\u751f\u7247\uff0c\u800c\u4fc2\u628a text\u3001images\u3001video\u3001audio \u653e\u5165\u540c\u4e00\u500b\u4e0a\u4e0b\u6587\uff0c\u518d\u8f38\u51fa\u6700\u9577 15 \u79d2\u3001\u6700\u77ed 4 \u79d2\u3001\u53ef\u5230 2K \u7684\u5f71\u7247\uff0c\u4e26\u4e14\u9644\u5e36 native stereo audio\u3002\u5462\u7a2e\u8a2d\u8a08\u7684\u50f9\u503c\uff0c\u5728\u65bc\u756b\u9762\u3001\u8072\u97f3\u540c\u6307\u4ee4\u53ef\u4ee5\u4e00\u9f4a\u5c0d\u9f4a\uff0c\u9069\u5408\u505a image-to-video\u3001video-to-video\u3001text-to-audio-video \u4ee5\u81f3 reference-to-audio-video \u7b49\u4efb\u52d9\uff0c\u6e1b\u5c11\u8981\u5206\u958b\u4e32\u63a5\u591a\u500b\u6a21\u578b\u7684\u5de5\u5e8f\u3002 H3 \u662f task-generalization-oriented system\uff0c\u610f\u601d\u662f\u6a21\u578b\u5728 pre-training \u968e\u6bb5\u5df2\u7d93\u91dd\u5c0d\u5ee3\u6cdb\u4efb\u52d9\u6cdb\u5316\u800c\u8a2d\u8a08\uff0c\u5514\u4fc2\u53ea\u70ba\u55ae\u4e00\u8def\u5f91\u751f\u6210\u3002\u5b83\u5f37\u8abf unified understanding of multimodal contexts\uff0c\u540c\u6642\u652f\u63f4\u591a\u7a2e\u8f38\u5165\u4f86\u6e90\u8207\u8f38\u51fa\u898f\u683c\uff1b\u6bd4\u4f8b\u8986\u84cb 21:9\u300116:9\u30014:3\u30011:1\u30013:4\u30019:16 \u7b49\u5e38\u898b\u683c\u5f0f\uff0c\u77ed\u908a\u9810\u8a2d 768 \u50cf\u7d20\uff0c\u6700\u9ad8\u53ef\u5230 2K\uff0c\u53cd\u6620\u5b83\u504f\u5411\u9762\u5411\u5167\u5bb9\u88fd\u4f5c\u8207\u8de8\u5a92\u9ad4\u751f\u6210\uff0c\u800c\u4e0d\u53ea\u662f\u7814\u7a76\u5c55\u793a\u3002 \u5b98\u65b9\u7db2\u7ad9 H3 \u5916\u639b H3 Director H3 Speed Up Jail Break \u6559\u5b78<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"wpai_generated_summary":"","footnotes":""},"class_list":["post-10708","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/10708","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=10708"}],"version-history":[{"count":20,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/10708\/revisions"}],"predecessor-version":[{"id":12340,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/10708\/revisions\/12340"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}