{"id":4254,"date":"2025-01-11T03:43:56","date_gmt":"2025-01-10T19:43:56","guid":{"rendered":"https:\/\/infernews.com\/?p=4254"},"modified":"2025-01-11T03:46:02","modified_gmt":"2025-01-10T19:46:02","slug":"comfy-wavespeed-%e9%ab%98%e9%80%9f%e5%9c%96%e5%83%8f%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/comfy-wavespeed-%e9%ab%98%e9%80%9f%e5%9c%96%e5%83%8f%e7%94%9f%e6%88%90\/","title":{"rendered":"Comfy-WaveSpeed \u9ad8\u901f\u5716\u50cf\u751f\u6210"},"content":{"rendered":"\n<p>Comfy-WaveSpeed \u76ee\u6a19\u662f\u70ba ComfyUI \u5716\u50cf\u751f\u6210\u5de5\u5177\u63d0\u4f9b\u5168\u9762\u3001\u9748\u6d3b\u4e14\u5feb\u901f\u7684\u63a8\u8ad6\u512a\u5316\u65b9\u6848\u3002\u6838\u5fc3\u529f\u80fd\u5305\u542b\u52d5\u614b\u5feb\u53d6\u6a5f\u5236(First Block Cache)\uff0c\u80fd\u900f\u904e\u91cd\u7528\u5148\u524d\u8a08\u7b97\u7d50\u679c\u4f86\u52a0\u901f\u904b\u7b97\uff0c\u4ee5\u53ca\u589e\u5f37\u7248\u7684 torch.compile\uff0c\u7528\u4ee5\u63d0\u5347\u6a21\u578b\u7de8\u8b6f\u6548\u7387\u3002 \u5c08\u6848\u76ee\u524d\u4ecd\u5728\u958b\u767c\u4e2d(WIP)\uff0c\u652f\u63f4\u591a\u7a2e\u6a21\u578b\uff0c\u4f8b\u5982 FLUX \u548c LTXV\uff0c\u4e26\u63d0\u4f9b\u4f7f\u7528\u6559\u5b78\u548c\u793a\u7bc4\u5de5\u4f5c\u6d41\u7a0b\u3002 \u6574\u9ad4\u800c\u8a00\uff0cComfy-WaveSpeed \u65e8\u5728\u63d0\u5347 ComfyUI \u7684\u5716\u50cf\u751f\u6210\u901f\u5ea6\uff0c\u540c\u6642\u76e1\u53ef\u80fd\u7dad\u6301\u5716\u50cf\u54c1\u8cea\u3002<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/github.com\/chengzeyi\/Comfy-WaveSpeed\" class=\"vlp-link\" title=\"\u591a\u5408\u4e00\u63a8\u7406\u512a\u5316\u89e3\u6c7a\u65b9\u6848\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">\u591a\u5408\u4e00\u63a8\u7406\u512a\u5316\u89e3\u6c7a\u65b9\u6848<\/span><div class=\"vlp-block-1 vlp-link-summary\">\u901a\u7528\u3001\u9748\u6d3b\u3001\u5feb\u901f<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/opengraph.githubassets.com\/58d6ada9674e6e291abc5b5d41f5b03fe3b597a99123ad1865ae5a9c80c16208\/chengzeyi\/Comfy-WaveSpeed\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>\n\n\n<p>\u4ee5\u4e0b\u5f71\u7247\u662f\u63d0\u5347 ComfyUI \u6548\u80fd\u7684\u6559\u5b78\uff0c\u91cd\u9ede\u5728\u65bc\u52a0\u901f AI \u5f71\u50cf\u8207\u5f71\u7247\u751f\u6210\u7684\u6d41\u7a0b\u3002\u6559\u5b78\u5167\u5bb9\u6db5\u84cb Comfy WaveSpeed \u7684\u5b89\u88dd\u8a2d\u5b9a\u3001PyTorch \u548c CUDA \u7684\u8a18\u61b6\u9ad4\u512a\u5316\u6280\u5de7\u3001GGUF\u91cf\u5316\u548c\u6a21\u578b\u5feb\u53d6\u7684\u6b65\u9a5f\u6307\u5357\uff0c\u4ee5\u53ca\u4f7f\u7528 Hunyuan Videos \u548c Flux \u5c55\u793a\u6548\u80fd\u63d0\u5347\u7684\u5be6\u4f8b\u3002 \u5176\u76ee\u6a19\u5728\u65bc\u5e6b\u52a9\u4f7f\u7528\u8005\u89e3\u6c7a AI \u751f\u6210\u4efb\u52d9\u4e2d\u5e38\u898b\u7684\u6f2b\u9577\u751f\u6210\u6642\u9593\u548c\u8a18\u61b6\u9ad4\u74f6\u9838\u554f\u984c\uff0c\u4e26\u900f\u904e Purge VRAM \u7b49\u65b9\u6cd5\u78ba\u4fdd\u7cfb\u7d71\u7a69\u5b9a\u904b\u884c\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"ComfyUI WaveSpeed Hunyuan Video - Optimize for Any Local AI Video Generate!\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_wPiujsfr__Y\" 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%2FwPiujsfr__Y%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/wPiujsfr__Y\" \/><meta itemprop=\"duration\" content=\"PT11M28S\" \/><meta itemprop=\"uploadDate\" content=\"2025-01-10T14:30:26Z\" \/><\/div><div id=\"lyte_wPiujsfr__Y\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FwPiujsfr__Y%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">ComfyUI WaveSpeed Hunyuan Video - Optimize for Any Local AI Video Generate!<\/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\/wPiujsfr__Y\" 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%2FwPiujsfr__Y%2F0.jpg\" alt=\"ComfyUI WaveSpeed Hunyuan Video - Optimize for Any Local AI Video Generate!\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Boost Your AI Workflow with Comfy WaveSpeed! In this video, I\u2019ll show you how to optimize your AI generation processing speed using Comfy WaveSpeed, a powerful set of custom nodes for ComfyUI. Whether you&#039;re working with image diffusion models like Flux or AI video models like Hunyuan Videos and LTX, this tool can significantly improve memory handling and speed up your workflow. ComfyUI Kokoro TextToSpeech With LatentSync For LipSync (Run On Cloud) https:\/\/home.mimicpc.com\/app-image-share?key=e623845dafcc4600b1078bfbb95f887f&amp;fpr=benji Resources &amp; Links: https:\/\/thefuturethinker.org\/comfy-wavespeed-optimizing-ai-workflows-for-faster-more-efficient-generation\/ GitHub Project: https:\/\/github.com\/chengzeyi\/Comfy-WaveSpeed About ComfyUI WaveSpeed :https:\/\/www.patreon.com\/posts\/119710271?utm_source=yt&amp;utm_medium=vid&amp;utm_campaign=20250110 Hunyuan Video Workflow Updates: https:\/\/www.patreon.com\/posts\/hunyuan-video-v2-119704026?utm_source=yt&amp;utm_medium=vid&amp;utm_campaign=20250110 Triton-windows : https:\/\/github.com\/woct0rdho\/triton-windows\/releases\/ Hunyuan Video GGUF Installation Guide: https:\/\/youtu.be\/Q3WKoT_pLlE Hunyuan Video Lora Specific Character Style https:\/\/youtu.be\/i0AhvXihF74 What You\u2019ll Learn: How to install and set up Comfy WaveSpeed for ComfyUI. Tips for optimizing memory usage with PyTorch and CUDA. Step-by-step guide to using GGUF quantization and model caching for faster generation times. Real-time examples with Hunyuan Videos and Flux to show the performance improvements. Why This Matters: If you&#039;re tired of long generation times and memory bottlenecks, Comfy WaveSpeed is here to help. It\u2019s perfect for anyone working with AI video generation, image diffusion, or complex workflows. Plus, I\u2019ll show you how to use Purge VRAM to keep your system running smoothly. Don\u2019t Forget to Like, Comment, and Subscribe! If you found this video helpful, give it a thumbs up and share it with your AI community. Drop a comment if you have any questions or suggestions for future tutorials. Let\u2019s make AI generation faster and more efficient together! If You Like tutorial like this, You Can Support Our Work In Patreon: https:\/\/www.patreon.com\/aifuturetech\/ Discord : https:\/\/discord.gg\/BTXWX4vVTS\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>Comfy-WaveSpeed \u76ee\u6a19\u662f\u70ba ComfyUI \u5716\u50cf\u751f\u6210\u5de5\u5177\u63d0\u4f9b\u5168\u9762\u3001\u9748\u6d3b\u4e14\u5feb\u901f\u7684\u63a8\u8ad6\u512a\u5316\u65b9\u6848\u3002\u6838\u5fc3\u529f\u80fd\u5305\u542b\u52d5\u614b\u5feb\u53d6\u6a5f\u5236(First Block Cache)\uff0c\u80fd\u900f\u904e\u91cd\u7528\u5148\u524d\u8a08\u7b97\u7d50\u679c\u4f86\u52a0\u901f\u904b\u7b97\uff0c\u4ee5\u53ca\u589e\u5f37\u7248\u7684 torch.compile\uff0c\u7528\u4ee5\u63d0\u5347\u6a21\u578b\u7de8\u8b6f\u6548\u7387\u3002 \u5c08\u6848\u76ee\u524d\u4ecd\u5728\u958b\u767c\u4e2d(WIP)\uff0c\u652f\u63f4\u591a\u7a2e\u6a21\u578b\uff0c\u4f8b\u5982 FLUX \u548c LTXV\uff0c\u4e26\u63d0\u4f9b\u4f7f\u7528\u6559\u5b78\u548c\u793a\u7bc4\u5de5\u4f5c\u6d41\u7a0b\u3002 \u6574\u9ad4\u800c\u8a00\uff0cComfy-WaveSpeed \u65e8\u5728\u63d0\u5347 ComfyUI \u7684\u5716\u50cf\u751f\u6210\u901f\u5ea6\uff0c\u540c\u6642\u76e1\u53ef\u80fd\u7dad\u6301\u5716\u50cf\u54c1\u8cea\u3002 \u4ee5\u4e0b\u5f71\u7247\u662f\u63d0\u5347 ComfyUI \u6548\u80fd\u7684\u6559\u5b78\uff0c\u91cd\u9ede\u5728\u65bc\u52a0\u901f AI \u5f71\u50cf\u8207\u5f71\u7247\u751f\u6210\u7684\u6d41\u7a0b\u3002\u6559\u5b78\u5167\u5bb9\u6db5\u84cb Comfy WaveSpeed \u7684\u5b89\u88dd\u8a2d\u5b9a\u3001PyTorch \u548c CUDA \u7684\u8a18\u61b6\u9ad4\u512a\u5316\u6280\u5de7\u3001GGUF\u91cf\u5316\u548c\u6a21\u578b\u5feb\u53d6\u7684\u6b65\u9a5f\u6307\u5357\uff0c\u4ee5\u53ca\u4f7f\u7528 Hunyuan Videos \u548c Flux \u5c55\u793a\u6548\u80fd\u63d0\u5347\u7684\u5be6\u4f8b\u3002 \u5176\u76ee\u6a19\u5728\u65bc\u5e6b\u52a9\u4f7f\u7528\u8005\u89e3\u6c7a AI \u751f\u6210\u4efb\u52d9\u4e2d\u5e38\u898b\u7684\u6f2b\u9577\u751f\u6210\u6642\u9593\u548c\u8a18\u61b6\u9ad4\u74f6\u9838\u554f\u984c\uff0c\u4e26\u900f\u904e Purge VRAM \u7b49\u65b9\u6cd5\u78ba\u4fdd\u7cfb\u7d71\u7a69\u5b9a\u904b\u884c\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":[125,120,27],"tags":[],"class_list":["post-4254","post","type-post","status-publish","format-standard","hentry","category-comfyui","category-120","category-paper"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4254","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=4254"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4254\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=4254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=4254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=4254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}