{"id":11699,"date":"2026-08-29T22:54:56","date_gmt":"2026-08-29T14:54:56","guid":{"rendered":"https:\/\/infernews.com\/blog\/minimax-h3-prompt-timelines-beat-planned-sampling-temporal-reshots-latent-and-pi\/"},"modified":"2026-08-29T23:02:21","modified_gmt":"2026-08-29T15:02:21","slug":"minimax-h3-prompt-timelines","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-prompt-timelines\/","title":{"rendered":"ComfyUI-FL-MiniMaxH3 \u6642\u9593\u8ef8\u7bc0\u9ede"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img data-dominant-color=\"d5d9df\" data-has-transparency=\"false\" style=\"--dominant-color: #d5d9df;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"311\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-8-1024x311.png\" alt=\"\" class=\"wp-image-11706 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-8-1024x311.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-8-300x91.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-8-765x232.png 765w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/image-8.png 1088w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u63a7\u5236\u5f71\u7247\u6bcf\u4e00\u79d2\u51fa\u73fe\u751a\u9ebc\u756b\u9762\u3001\u914d\u5408\u7bc0\u62cd\u5207\u5206\u93e1\u982d\uff0c\u6216\u8005\u53ea\u91cd\u505a\u5176\u4e2d\u4e00\u6bb5\u800c\u4fdd\u7559\u5176\u9918\u5167\u5bb9\uff0cFL MiniMax H3 \u63d0\u4f9b\u7684\u662f\u4e00\u5957 ComfyUI workflow nodes\uff0c\u5be6\u969b\u8655\u7406 MiniMax H3 \u5f71\u7247\u8207\u97f3\u8a0a latent \u7684\u6642\u9593\u8ef8\u7de8\u6392\u3001\u53d6\u6a23\u548c\u5408\u6210\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u7bc0\u9ede\u6703\u5efa\u7acb\u539f\u751f\u7684 nested H3 video\/audio latent \u53ca prompt conditioning\u3002\u4f60\u53ef\u4ee5\u624b\u52d5\u8a2d\u5b9a timeline\uff0c\u4ea6\u53ef\u63a5\u5165 FL PROMPT SCHEDULE\uff1b\u7cfb\u7d71\u652f\u63f4\u4ee5\u79d2\u3001frame \u6216 beat \u5b89\u6392\u63d0\u793a\u8a5e\uff0c\u4e26\u628a H3 image\u3001video\u3001video audio\u3001soundtrack \u53ca\u7368\u7acb audio reference \u7de8\u78bc\u5230\u540c\u4e00\u689d\u53ef\u91cd\u7528\u6642\u9593\u8ef8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/prompt-timeline.png\" alt=\"FL MiniMax H3 Prompt Timeline\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207\u5148\u5c07\u8cc7\u6599\u6524\u5e73\u518d\u8655\u7406\u7684\u6d41\u7a0b\u76f8\u6bd4\uff0c\u9805\u76ee\u4fdd\u7559 MiniMax H3 \u539f\u6709\u7684\u5de2\u72c0\u5f71\u7247\u53ca\u97f3\u8a0a\u7d50\u69cb\uff0c\u4e26\u63d0\u4f9b native latent upscaling\uff0c\u8abf\u6574\u5f71\u7247 latent \u7684\u9ad8\u5ea6\u548c\u5bec\u5ea6\u6642\u6bcb\u9808\u7d93\u904e VAE \u5f80\u8fd4\u3002\u9700\u8981\u66f4\u7d30\u7dfb\u4fee\u6574\u6642\uff0cpixel-space refinement \u624d\u6703\u57f7\u884c decode\u3001resize\u3001re-encode\uff0c\u518d\u65bc\u6307\u5b9a sampling-step window \u5167\u7d30\u5316\u7d50\u679c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u6309\u7bc0\u62cd\u898f\u5283\u7368\u7acb\u6216\u660e\u78ba\u5206\u7d44\u7684 shots<\/li>\n\n\n\n<li>\u652f\u63f4 frame-exact temporal reshots\uff0c\u53ea\u91cd\u751f\u6210\u6307\u5b9a\u5340\u9593<\/li>\n\n\n\n<li>\u53ef\u628a\u4e0a\u4e00\u500b render \u7684 authored tail \u4f5c\u70ba hard-cut motion context<\/li>\n\n\n\n<li>\u5167\u7f6e sampler previews\uff0c\u4e26\u53ef\u6309\u6642\u9593\u8ef8\u7d44\u88dd\u6700\u7d42\u5f71\u7247<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u8005\u9700\u8981\u5df2\u6709\u7bc0\u9ede\u6240\u9700\u7684 H3 text encoder\u3001video VAE \u548c audio VAE\uff1b\u9069\u5408\u9700\u8981\u7cbe\u78ba\u63a7\u5236\u5206\u93e1\u3001\u91cd\u62cd\u7bc4\u570d\u548c\u8072\u756b\u7d50\u69cb\u7684 ComfyUI \u5275\u4f5c\u8005\u53ca\u5f71\u7247\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u975e\u7528\u4f5c\u6027\u80fd\u6bd4\u8f03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/filliptm\/ComfyUI-FL-MiniMaxH3\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u5957 ComfyUI \u7bc0\u9ede\u628a MiniMax H3 \u7684\u63d0\u793a\u8a5e\u3001\u97f3\u8a0a\u8207\u5f71\u7247\u751f\u6210\u6574\u7406\u6210\u53ef\u91cd\u62cd\u3001\u53ef\u5206\u93e1\u53ca\u53ef\u7d44\u88dd\u7684\u6642\u9593\u8ef8\u5de5\u4f5c\u6d41\u3002<\/p>\n","protected":false},"author":8,"featured_media":11698,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,125,31,30,29,203],"tags":[],"class_list":["post-11699","post","type-post","status-publish","format-standard","hentry","category-133","category-comfyui","category-video","category-image","category-audio","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11699","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\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11699"}],"version-history":[{"count":3,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11699\/revisions"}],"predecessor-version":[{"id":11707,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11699\/revisions\/11707"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11698"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}