{"id":7773,"date":"2026-03-27T22:01:09","date_gmt":"2026-03-27T14:01:09","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=7773"},"modified":"2026-03-27T22:01:10","modified_gmt":"2026-03-27T14:01:10","slug":"helios-%e5%af%a6%e6%99%82%e7%94%9f%e6%88%90%e5%88%86%e9%90%98%e7%b4%9a%e9%95%b7%e8%a6%96%e9%a0%bb","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/helios-%e5%af%a6%e6%99%82%e7%94%9f%e6%88%90%e5%88%86%e9%90%98%e7%b4%9a%e9%95%b7%e8%a6%96%e9%a0%bb\/","title":{"rendered":"Helios &#8211; \u5be6\u6642\u751f\u6210\u5206\u9418\u7d1a\u9577\u8996\u983b"},"content":{"rendered":"\n<p><a href=\"https:\/\/pku-yuangroup.github.io\/Helios-Page\/\">Helios<\/a>\u00a0\u662f\u4e00\u500b\u00a0140 \u5104\u53c3\u6578\uff0814B\uff09\u81ea\u56de\u6b78\u64f4\u6563\u6a21\u578b\uff08autoregressive diffusion model\uff09\uff0c\u8a2d\u8a08\u6210\u53ef\u4ee5\u5728\u00a0\u55ae\u5f35 NVIDIA H100 GPU \u4e0a\u4ee5\u7d04 19.5 FPS \u5be6\u6642\u751f\u6210\u5206\u9418\u7d1a\u9577\u8996\u983b\u3002\u5b83\u539f\u751f\u652f\u63f4\u00a0Text\u2011to\u2011Video\uff08T2V\uff09\u3001Image\u2011to\u2011Video\uff08I2V\uff09\u548c Video\u2011to\u2011Video\uff08V2V\uff09\u00a0\u4e09\u7a2e\u4efb\u52d9\uff0c\u4e26\u6709\u4e00\u500b\u7d71\u4e00\u7684\u8f38\u5165\u8868\u793a\u3002<\/p>\n\n\n\n<p>\u5728\u7dad\u6301 14B \u898f\u6a21\u7684\u524d\u63d0\u4e0b\uff0c\u4e0d\u4f7f\u7528 KV\u2011cache\u3001\u7a00\u758f\/\u7dda\u6027\u6ce8\u610f\u529b\u3001\u91cf\u5316\u7b49\u5e38\u898b\u52a0\u901f\u6280\u8853\uff0c\u55ae\u5361\u5c31\u80fd\u8dd1\u5230 19.5 FPS\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Helios\u2011Base\uff08\u9ad8\u8cea\u91cf\uff09<\/li>\n\n\n\n<li>Helios\u2011Mid\uff08\u4e2d\u9593 checkpoint\uff09<\/li>\n\n\n\n<li>Helios\u2011Distilled\uff08\u6975\u7aef\u9ad8\u6548\u3001\u5c0d\u6d88\u8cbb\u5361\u66f4\u53cb\u597d\uff09\uff0c\u6709 YouTuber \u751a\u81f3\u5728 RTX 4090 \u7d1a\u5225\u4e0a\u8dd1 33 \u5e40\u6bcf\u6bb5\u3001\u5206\u9418\u7d1a\u9577\u8996\u983b\u3002<\/li>\n<\/ul>\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=\"Helios - A 14B ByteDance Real-Time Long Video Generation Model Run Locally.\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_AvFniggt6qg\" 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%2FAvFniggt6qg%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/AvFniggt6qg\" \/><meta itemprop=\"duration\" content=\"PT11M6S\" \/><meta itemprop=\"uploadDate\" content=\"2026-03-12T15:14:34Z\" \/><\/div><div id=\"lyte_AvFniggt6qg\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FAvFniggt6qg%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Helios - A 14B ByteDance Real-Time Long Video Generation Model Run Locally.<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/AvFniggt6qg\" 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%2FAvFniggt6qg%2F0.jpg\" alt=\"Helios - A 14B ByteDance Real-Time Long Video Generation Model Run Locally.\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Discover Helios Distilled\u2014the breakthrough real-time long video generation model from ByteDance that finally runs smoothly on consumer GPUs. In this hands-on walkthrough, I show you exactly how to install and run Helios locally without expensive H100 hardware, using a simple Gradio interface or CLI. We dive deep into generating minute-long videos with consistent color and motion using the 14-billion-parameter distilled model, test chunk-based generation at 33 frames per segment, and even upscale outputs to 4K using NVIDIA RTX Super Resolution in ComfyUI\u2014all on a standard gaming PC setup. This tutorial is perfect for AI enthusiasts, indie creators, and developers who want to experiment with long-form video generation without cloud costs or enterprise hardware. If you&#039;ve been frustrated by short clip limits in tools like Sora, Pika, or Runway\u2014or scared off by claims that Helios requires an H100\u2014this video clears up the myths and gives you a practical local workflow. Whether you&#039;re building AI video pipelines, creating content for YouTube or social media, or just exploring next-gen generative models, Helios Distilled delivers surprisingly stable results for durations beyond 60 seconds on everyday hardware. Helios matters because it challenges the assumption that high-quality long video generation demands massive compute. ByteDance&#039;s clever distillation of a 14B Wan 2.1 base model achieves near 1.3B inference speeds while maintaining color consistency and motion coherence across chunks\u2014something many competing frameworks still struggle with. As real-time video AI evolves, having accessible local tools empowers creators to iterate faster, protect privacy, and avoid subscription fatigue. This isn&#039;t just another AI demo\u2014it&#039;s a working solution you can run today. Attached Nvidia RTX Video Upscaler Workflow : https:\/\/www.patreon.com\/posts\/152869811?utm_source=yt&amp;utm_medium=video&amp;utm_campaign=20260312 Helios - A 14B Real-Time Long Video Generation Model https:\/\/pku-yuangroup.github.io\/Helios-Page\/ 3 Model Weights https:\/\/huggingface.co\/BestWishYsh\/Helios-Base https:\/\/huggingface.co\/BestWishYsh\/Helios-Mid https:\/\/huggingface.co\/BestWishYsh\/Helios-Distilled Helios-Distilled Gradio &amp; CLI Quick Demo Script https:\/\/github.com\/benjiyaya\/Helios-Gradio-CLI ComfyUI RTX Nvidia Upscale https:\/\/github.com\/Comfy-Org\/Nvidia_RTX_Nodes_ComfyUI -------------------------------------------------------------------------------------------------------------------------------- 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\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Helios\u00a0\u662f\u4e00\u500b\u00a0140 \u5104\u53c3\u6578\uff0814B\uff09\u81ea\u56de\u6b78\u64f4\u6563\u6a21\u578b\uff08autoregressive diffusion model\uff09\uff0c\u8a2d\u8a08\u6210\u53ef\u4ee5\u5728\u00a0\u55ae\u5f35 NVIDIA H100 GPU \u4e0a\u4ee5\u7d04 19.5 FPS \u5be6\u6642\u751f\u6210\u5206\u9418\u7d1a\u9577\u8996\u983b\u3002\u5b83\u539f\u751f\u652f\u63f4\u00a0Text\u2011to\u2011Video\uff08T2V\uff09\u3001Image\u2011to\u2011Video\uff08I2V\uff09\u548c Video\u2011to\u2011Video\uff08V2V\uff09\u00a0\u4e09\u7a2e\u4efb\u52d9\uff0c\u4e26\u6709\u4e00\u500b\u7d71\u4e00\u7684\u8f38\u5165\u8868\u793a\u3002 \u5728\u7dad\u6301 14B \u898f\u6a21\u7684\u524d\u63d0\u4e0b\uff0c\u4e0d\u4f7f\u7528 KV\u2011cache\u3001\u7a00\u758f\/\u7dda\u6027\u6ce8\u610f\u529b\u3001\u91cf\u5316\u7b49\u5e38\u898b\u52a0\u901f\u6280\u8853\uff0c\u55ae\u5361\u5c31\u80fd\u8dd1\u5230 19.5 FPS\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[176,141,133],"tags":[],"class_list":["post-7773","post","type-post","status-publish","format-standard","hentry","category-176","category-141","category-133"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7773","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"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=7773"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7773\/revisions"}],"predecessor-version":[{"id":7774,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7773\/revisions\/7774"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=7773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=7773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=7773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}