{"id":10821,"date":"2026-08-06T19:55:25","date_gmt":"2026-08-06T11:55:25","guid":{"rendered":"https:\/\/infernews.com\/blog\/minimax-h3-turbo-lora-comfyui-4\/"},"modified":"2026-08-06T19:55:25","modified_gmt":"2026-08-06T11:55:25","slug":"minimax-h3-turbo-lora-comfyui-4","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-turbo-lora-comfyui-4\/","title":{"rendered":"MiniMax-H3 Turbo LoRA \u79fb\u690d ComfyUI\uff0c4 \u6b65\u751f\u6210\u540c\u6b65\u8072\u756b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/pasted-9cbe2e36f6ac.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u7528\u66f4\u5c11\u6b65\u6578\u751f\u6210\u5f71\u7247\u540c\u97f3\u8a0a\uff0c\u5462\u500b\u9801\u9762\u6700\u503c\u5f97\u7559\u610f\u7684\u5730\u65b9\uff0c\u662f\u5b83\u660e\u78ba\u57fa\u65bc <strong>Comfy-Org\/MiniMax-H3<\/strong>\uff0c\u800c\u4e14\u5c6c\u65bc <strong>adapter<\/strong> \u5f62\u5f0f\u7684 LoRA\uff0c\u4e0d\u662f\u5b8c\u6574\u57fa\u790e\u6a21\u578b\u3002\u5b83\u91dd\u5c0d ComfyUI \u4f7f\u7528\u7684 <strong>pruned\/curve-form MiniMax-H3 checkpoint<\/strong> \u505a\u517c\u5bb9\u8f49\u63db\uff0c\u76ee\u7684\u662f\u8b93\u539f\u672c\u7531 <strong>larryvrh<\/strong> \u767c\u4f48\u7684 <strong>MiniMax-H3 Turbo LoRA \u2014 4-step audio-video generation preview<\/strong>\uff0c\u53ef\u4ee5\u900f\u904e ComfyUI \u5167\u5efa\u7684 MiniMax-H3 LoRA \u8f09\u5165\u6d41\u7a0b\u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u4e0a\uff0c\u6838\u5fc3\u50f9\u503c\u5728\u65bc\u628a\u539f\u59cb Turbo LoRA \u7684 <strong>four-step distillation<\/strong> \u548c <strong>dual video\/audio sampling<\/strong> \u5e36\u5165 ComfyUI \u5de5\u4f5c\u6d41\u30024-step \u4ee3\u8868\u751f\u6210\u6b65\u6578\u5927\u5e45\u58d3\u7e2e\uff0c\u63a8\u7406\u5ef6\u9072\u6709\u6a5f\u6703\u4e0b\u964d\uff1b\u9801\u9762\u540c\u6642\u6307\u51fa non-EMA \u6b0a\u91cd\u8f03\u92b3\u5229\u3001\u8f03\u80fd\u4fdd\u6301\u5feb\u901f\u52d5\u4f5c\uff0cEMA \u6b0a\u91cd\u5247\u8f03\u5e73\u6ed1\uff0c\u4f46\u56e0\u70ba\u7576\u6642 EMA \u672a\u5b8c\u5168\u6210\u719f\uff0c\u756b\u9762\u6703\u8f03\u67d4\u3002\u5462\u7a2e\u53d6\u6368\u76f4\u63a5\u5f71\u97ff\u4f60\u60f3\u8981\u7684\u89c0\u611f\uff1a\u52d5\u614b\u8868\u73fe\u512a\u5148\uff0c\u53ef\u5148\u770b non-EMA\uff1b\u756b\u9762\u904e\u6e21\u60f3\u66f4\u9806\uff0cEMA \u7248\u672c\u66f4\u503c\u5f97\u6bd4\u8f03\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a94\u6848\u65b9\u9762\uff0c\u9801\u9762\u5217\u51fa 4 \u500b <code>.safetensors<\/code> LoRA \u6b0a\u91cd\uff0c\u5305\u62ec\u521d\u59cb\u517c\u5bb9\u8f49\u63db\u7248\uff0c\u4ee5\u53ca\u5169\u500b <strong>further-trained checkpoint-500<\/strong> \u8b8a\u9ad4\uff1a<code>minimax_h3_turbo_4step_pruned_comfyui.safetensors<\/code>\u3001<code>minimax_h3_turbo_4step_ema_pruned_comfyui.safetensors<\/code>\u3001<code>minimax_h3_turbo_4step_ckpt500_pruned_comfyui.safetensors<\/code>\uff0c\u4ee5\u53ca\u5c0d\u61c9\u7684 EMA checkpoint-500 \u7248\u672c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u790e\u6a21\u578b\u5df2\u660e\u793a\u70ba <strong>Comfy-Org\/MiniMax-H3<\/strong>\uff0c\u5c6c\u65bc LoRA adapter \u517c\u5bb9\u8f49\u63db<\/li>\n<li>\u4e3b\u8981\u80fd\u529b\u662f <strong>text-to-video<\/strong>\uff0c\u4e26\u5e36\u6709 <strong>text-to-audio<\/strong>\u3001<strong>audio-video<\/strong>\u3001<strong>synchronized-audio<\/strong> \u6a19\u7c64<\/li>\n<li>\u91cd\u9ede\u65b9\u6cd5\u4f86\u81ea\u539f\u4f5c\u8005\u7684 <strong>four-step distillation<\/strong>\uff0c\u76ee\u6a19\u662f\u52a0\u901f\u63a8\u7406<\/li>\n<li>\u9801\u9762\u63d0\u4f9b <strong>ComfyUI workflow<\/strong> \u7bc4\u4f8b\u4e0b\u8f09\uff0c\u5b9a\u4f4d\u5f88\u660e\u78ba\uff1a\u76f4\u63a5\u670d\u52d9 ComfyUI \u7528\u6236<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b Hugging Face \u9801\u9762\u662f\u7b2c\u4e09\u65b9\u6574\u7406\u7684 ComfyUI \u76f8\u5bb9\u7248\u672c\uff0c\u50f9\u503c\u5728\u65bc\u628a\u539f\u59cb MiniMax-H3 Turbo LoRA \u63a5\u5165 ComfyUI \u751f\u614b\uff0c\u65b9\u4fbf\u76f4\u63a5\u6e2c\u8a66 4-step \u8072\u756b\u540c\u6b65\u751f\u6210\u8207 checkpoint-500 \u8b8a\u9ad4\u4e4b\u9593\u7684\u5dee\u7570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/drbaph\/MiniMax-H3-Turbo-Lora-ComfyUI\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5462\u500b\u7248\u672c\u5514\u4fc2\u91cd\u65b0\u8a13\u7df4\u4e3b\u6a21\u578b\uff0c\u800c\u4fc2\u628a MiniMax-H3 Turbo LoRA \u8f49\u6210 ComfyUI \u53ef\u76f4\u63a5\u8f09\u5165\u7684\u683c\u5f0f\u3002\u91cd\u9ede\u5728\u65bc 4-step \u52a0\u901f\u751f\u6210\uff0c\u540c\u6642\u4fdd\u7559\u8072\u756b\u540c\u6b65\u80fd\u529b\u3002<\/p>\n","protected":false},"author":8,"featured_media":10820,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,125,31,29,141,203],"tags":[],"class_list":["post-10821","post","type-post","status-publish","format-standard","hentry","category-133","category-comfyui","category-video","category-audio","category-141","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10821","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=10821"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10821\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10820"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10821"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10821"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10821"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}