{"id":11958,"date":"2026-09-07T15:51:28","date_gmt":"2026-09-07T07:51:28","guid":{"rendered":"https:\/\/infernews.com\/blog\/minimax-h3-singularity\/"},"modified":"2026-09-07T16:48:50","modified_gmt":"2026-09-07T08:48:50","slug":"minimax-h3-singularity","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-singularity\/","title":{"rendered":"MiniMax-H3 Singularity\uff1a\u63d0\u5347\u5f71\u50cf\u8f49\u5f71\u7247\u54c1\u8cea"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"c5ccd4\" data-has-transparency=\"false\" style=\"--dominant-color: #c5ccd4;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-1.png\" alt=\"\" class=\"wp-image-11961 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-1.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-1-300x168.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/image-1-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Minimax-h3_Singularity \u662f\u5efa\u57fa\u65bc MiniMax-H3 \u7684\u591a\u6a21\u614b\u5f71\u7247\u751f\u6210\u6a21\u578b\uff0c\u63a1\u7528 Apache-2.0 \u6388\u6b0a\uff0c\u65bc ComfyUI \u74b0\u5883\u539f\u751f\u652f\u63f4 Text-to-Video\uff08T2V\uff09\u3001Image-to-Video\uff08I2V\uff09\u3001Reference-to-Video\uff08Ref2V\uff09\u4ee5\u53ca Video-to-Video\uff08V2V\uff09\u56db\u7a2e\u5de5\u4f5c\u6d41\u7a0b\u3002\u958b\u767c\u8005\u4e26\u975e\u55ae\u7d14\u505a\u4e00\u6b21 LoRA \u8cbc\u7247\uff0c\u800c\u662f\u5c07 <code>ref<\/code>\u3001<code>fl<\/code>\u3001<code>b25-49<\/code> \u7b49\u591a\u500b\u95dc\u9375 checkpoint \u9032\u884c\u7b56\u7565\u6027\u878d\u5408\uff0c\u518d\u4ee5\u9ad8\u6b65\u6578\u6df1\u5ea6\u5fae\u8abf\uff0c\u6700\u5f8c\u82b1\u4e09\u5929\u505a\u7cbe\u6e96\u526a\u679d\u8207\u6b0a\u91cd\u512a\u5316\uff0c\u76ee\u7684\u662f\u5728\u4fdd\u7559 MiniMax-H3 \u539f\u751f prompt \u9069\u61c9\u529b\u8207\u6cdb\u5316\u80fd\u529b\u7684\u540c\u6642\uff0c\u58d3\u4f4f\u9ad8\u6b65\u6578\u8a13\u7df4\u5e36\u4f86\u7684\u9b3c\u5f71\u8207\u904e\u64ec\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u7248\u672c\u91cd\u9ede\u91dd\u5c0d\u4e09\u985e\u5e38\u898b\u7455\u75b5\uff1a\u9ad8\u52d5\u614b\u5834\u666f\u7684\u904b\u52d5\u6a21\u7cca\u3001Medium-to-Long Shot \u8ddd\u96e2\u4e0b\u7684\u4eba\u81c9\u5d29\u58de\u8207\u7cca\u5316\uff0c\u4ee5\u53ca\u4eba\u7269\u76ae\u819a\u904e\u6cb9\u3001\u5149\u6fa4\u4e0d\u81ea\u7136\u7684\u554f\u984c\u3002\u5728\u529f\u80fd\u9762\u4e0a\uff0c\u5b83\u7279\u5225\u52a0\u5f37\u4e86\u6b66\u6253\u5c0d\u6230\u3001\u9b54\u6cd5\u65bd\u6cd5\u3001\u7c92\u5b50\u5149\u6688\u7b49\u5947\u5e7b\u52d5\u4f5c\u5834\u666f\u7684\u52d5\u611f\u5f35\u529b\uff0c\u540c\u6642\u63d0\u5347\u93e1\u982d\u8a9e\u8a00\u5c0d\u6416\u93e1\u3001\u63a8\u62c9\u3001\u8ffd\u8e64\u7b49\u904b\u93e1\u6307\u4ee4\u7684\u56de\u61c9\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u4ee5 ComfyUI \u7bc0\u9ede\u5de5\u4f5c\u6d41\u70ba\u4e3b\u8981\u5165\u53e3\uff0c\u4e26\u9644\u5e36 RunningHub \u7dda\u4e0a Demo \u4ee5\u53ca YouTube\u3001Bilibili \u5c55\u793a\u983b\u9053\u9023\u7d50\uff0c\u65b9\u4fbf\u5148\u89c0\u5bdf\u5be6\u969b\u8f38\u51fa\u518d\u6c7a\u5b9a\u6574\u5408\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u6458\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u790e\u6a21\u578b<\/strong>\uff1a\u4ee5 MiniMax-H3 \u70ba\u5e95\uff0c\u878d\u5408 <code>ref<\/code>\u3001<code>fl<\/code>\u3001<code>b25-49<\/code> \u7b49 checkpoint \u505a\u9ad8\u6b65\u6578\u5fae\u8abf\u8207\u526a\u679d<\/li>\n\n\n\n<li><strong>\u652f\u63f4\u5de5\u4f5c\u6d41<\/strong>\uff1aT2V\u3001I2V\u3001Ref2V\u3001V2V \u56db\u7a2e ComfyUI \u591a\u6a21\u614b\u6d41\u7a0b<\/li>\n\n\n\n<li><strong>\u4e3b\u8981\u4fee\u6b63<\/strong>\uff1aHDR \u5f71\u50cf\u54c1\u8cea\u3001\u9060\u666f\u4eba\u81c9\u4fee\u5fa9\u3001\u53bb\u6cb9\u611f\u5149\u5f71\u3001\u5f37\u5316\u6b66\u6253\u8207\u9b54\u6cd5 VFX \u52d5\u611f<\/li>\n\n\n\n<li><strong>\u93e1\u982d\u63a7\u5236<\/strong>\uff1a\u5c0d pan\u3001tilt\u3001zoom\u3001tracking \u7b49\u904b\u93e1\u6307\u4ee4\u6709\u66f4\u654f\u92b3\u56de\u61c9<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/WarmBloodAban\/Minimax-h3_Singularity\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u57fa\u65bc MiniMax-H3 \u6df1\u5ea6\u5fae\u8abf\u7684\u591a\u6a21\u614b\u5f71\u7247\u6a21\u578b\uff0c\u91dd\u5c0d\u52d5\u4f5c\u6a21\u7cca\u3001\u9060\u666f\u4eba\u81c9\u5931\u771f\u8207\u5149\u5f71\u904e\u6cb9\u7b49\u75db\u9ede\u9032\u884c\u4fee\u88dc\u3002<\/p>\n","protected":false},"author":8,"featured_media":11957,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,125,31,30,162,119,76,127,141,203],"tags":[],"class_list":["post-11958","post","type-post","status-publish","format-standard","hentry","category-133","category-comfyui","category-video","category-image","category-ai-productions","category-119","category-76","category-127","category-141","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11958","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=11958"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11958\/revisions"}],"predecessor-version":[{"id":11962,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11958\/revisions\/11962"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11957"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}