{"id":12836,"date":"2026-10-02T06:40:51","date_gmt":"2026-10-01T22:40:51","guid":{"rendered":"https:\/\/infernews.com\/blog\/minimax-h3-x2-detail-vae\/"},"modified":"2026-10-02T06:48:57","modified_gmt":"2026-10-01T22:48:57","slug":"minimax-h3-x2-detail-vae","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-x2-detail-vae\/","title":{"rendered":"MiniMax H3 \u7684\u96d9\u7528\u9014 X2 Detail VAE \u5be6\u9a57"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/pasted-75af534fa862.jpg\" alt=\"Og image\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531 MiniMaxAI\/MiniMax-H3 \u4f5c\u70ba base model\uff0c\u5462\u500b\u5be6\u9a57\u578b video VAE \u5c07\u5169\u689d\u5de5\u4f5c\u6d41\u7a0b\u653e\u5165\u540c\u4e00\u500b\u6a21\u578b\uff1a\u4e00\u689d\u8ca0\u8cac\u751f\u6210\u5f71\u7247 latent \u7684 2 \u500d\u89e3\u78bc\uff0c\u53e6\u4e00\u689d\u5247\u63d0\u5347 image-reference \u7684\u7a7a\u9593\u7d30\u7bc0\uff0c\u9069\u5408 ComfyUI \u5f71\u7247\u751f\u6210\u9805\u76ee\u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u7247\u6a21\u5f0f\u6703\u4ee5 MiniMax-H3-X2-Detail-v1.safetensors \u89e3\u78bc\uff0c\u518d\u5c07 packed 12-channel \u8f38\u51fa\u4ea4\u7d66 PixelShuffle \u00d72\uff0c\u7522\u751f 2 \u500d RGB \u5f71\u7247\u5e40\u3002\u53c3\u8003\u5716\u6a21\u5f0f\u5247\u900f\u904e MiniMax H3 VAE 2X (Detailed Upscale) \u7bc0\u9ede\uff0c\u5f9e encoder \u7684 down.1.block.1 \u62bd\u53d6\u984d\u5916 B32 \u7a7a\u9593\u7d30\u7bc0\uff1b\u56e0\u6b64\u5fc5\u9808\u6709\u73fe\u6210 RGB \u53c3\u8003\u5716\uff0c\u4e26\u975e\u53ea\u8655\u7406 latent\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/huggingface.co\\\/speach1sdef178\\\/MiniMax-H3-X2-Detail-VAE\\\/resolve\\\/main\\\/assets\\\/comparison_01.mp4&quot;,&quot;ratio&quot;:&quot;&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;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\">\u6a94\u6848\u9644\u6709 ComfyUI \u7bc0\u9ede\u3001workflow \u53ca\u7814\u7a76\u5831\u544a\u3002\u5f71\u7247\u89e3\u78bc\u9700\u8981 ComfyUI-MiniMaxH3_LatentUpscaler \u7684 MiniMax H3 VAE Decode (fast)\uff0c\u793a\u7bc4\u8a2d\u5b9a\u5305\u62ec tiling=true\u3001tile_size=256\u3001tile_overlap=64\u3001output_device=cpu\uff0c\u4ee5\u53ca temporal_tiling=false\uff1b\u7bc0\u9ede\u4f9d\u8cf4\u4ee4\u6d41\u7a0b\u4e0d\u80fd\u76f4\u63a5\u7528\u6a19\u6e96 VAE Decode \u53d6\u4ee3\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u578b\u6a94\u6848\uff1aMiniMax-H3-X2-Detail-v1.safetensors<\/li>\n\n\n\n<li>\u5b9a\u4f4d\uff1a2X VAE Decode \u52a0\u53c3\u8003\u5716 Detail Enhancement<\/li>\n\n\n\n<li>\u5df2\u77e5\u53d6\u6368\uff1aB32 \u7d30\u7bc0\u8def\u5f91\u53ea\u9069\u7528\u65bc RGB \u53c3\u8003\u5716<\/li>\n\n\n\n<li>\u9801\u9762\u672a\u63d0\u4f9b\u53c3\u6578\u898f\u6a21\u3001\u4e0a\u4e0b\u6587\u9577\u5ea6\u3001GGUF\u3001\u91cf\u5316\u7248\u672c\u6216 mmproj \u6a94\u6848<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u4f5c\u8005\u5c07\u6210\u679c\u63cf\u8ff0\u70ba\u4e00\u6b21\u672a\u9054\u9810\u671f\u7684 HQ-VAE \u5be6\u9a57\uff0c\u4f46\u4fdd\u7559\u4e86\u53ef\u5de5\u4f5c\u7684 2-in-1 \u767c\u5e03\u7248\u672c\u3002\u9069\u5408\u4f5c\u70ba\u5be6\u9a57\u6027 ComfyUI \u5de5\u5177\uff0c\u800c\u975e\u5df2\u5b8c\u6210\u5168\u9762\u6548\u80fd\u9a57\u8b49\u7684\u901a\u7528 VAE\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/speach1sdef178\/MiniMax-H3-X2-Detail-VAE\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u500b VAE \u540c\u6642\u8655\u7406\u5f71\u7247 2 \u500d\u89e3\u78bc\u8207\u53c3\u8003\u5716\u7d30\u7bc0\u589e\u5f37\uff0c\u4f46\u4ecd\u4f9d\u8cf4\u6307\u5b9a ComfyUI \u7bc0\u9ede\u3002<\/p>\n","protected":false},"author":8,"featured_media":12835,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,125,162,76,31,203],"tags":[],"class_list":["post-12836","post","type-post","status-publish","format-standard","hentry","category-133","category-comfyui","category-ai-productions","category-76","category-video","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12836","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=12836"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12836\/revisions"}],"predecessor-version":[{"id":12839,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12836\/revisions\/12839"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12835"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12836"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12836"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12836"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}