{"id":11689,"date":"2026-08-29T18:13:10","date_gmt":"2026-08-29T10:13:10","guid":{"rendered":"https:\/\/infernews.com\/blog\/minimax-h3-19-lora\/"},"modified":"2026-08-29T18:13:10","modified_gmt":"2026-08-29T10:13:10","slug":"minimax-h3-19-lora","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-19-lora\/","title":{"rendered":"MiniMax H3 \u8fce\u4f86 19 \u6b3e LoRA\uff0c\u5f71\u7247\u751f\u6210\u901f\u5ea6\u8207\u98a8\u683c\u540c\u6b65\u64f4\u5c55"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/minimax-h3-lora-models.webp\" alt=\"AVvXsEjfkOvyf5h2H5Z vYu8kIES0pGOidPGIbqyszhocYoXkK67 2yzenUgugZ9qtXe3Hzn5kB0K6Sdy36A78G4DPO1 veLpRRoPuSivw3r4Vdw zSOSgs1\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u7528MiniMax H3\u88fd\u4f5c\u5f71\u7247\u6642\uff0c\u901f\u5ea6\u3001\u52d5\u4f5c\u8868\u73fe\u548c\u8996\u89ba\u98a8\u683c\u5f80\u5f80\u96e3\u4ee5\u540c\u6642\u517c\u9867\u3002\u9019\u9805\u6574\u7406\u805a\u540819\u6b3eMiniMax H3 LoRA\uff08Low-Rank Adaptation\uff09\u6a21\u578b\u53ca\u8b8a\u9ad4\uff0c\u8b93\u4f7f\u7528\u8005\u6309\u5de5\u4f5c\u6d41\u9700\u8981\u8abf\u6574\u751f\u6210\u65b9\u5f0f\uff0c\u800c\u4e0d\u53ea\u4f9d\u8cf4\u57fa\u790e\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u901f\u985e\u6a21\u578b\u4ee5Alibaba\u7684MiniMax-H3 Acc LoRAs\u70ba\u4f8b\uff0c\u900f\u904eParallel Decoding Distillation\uff08PDD\uff09\u652f\u63f4FL2VA\u8207Ref2VA\u5de5\u4f5c\u6d41\uff0c\u76ee\u6a19\u662f\u5728\u8f03\u5c11\u63a8\u7406\u6b65\u6578\u4e0b\u7dad\u6301\u5f71\u50cf\u8cea\u7d20\u3002MiniMax H3 Turbo Sparse Linear Attention LoRA\u5247\u63a1\u7528Sparse Linear Attention\uff08SLA\uff09\uff0c\u4ee585%\u6ce8\u610f\u529b\u7a00\u758f\u6bd4\u4f8b\u63d0\u5347\u6548\u7387\uff0c\u5728NVIDIA RTX 5090\u4e0a\u7d04\u53ef\u90542.5\u500d\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4ed6\u8b8a\u9ad4\u91dd\u5c0d\u4e0d\u540c\u5275\u4f5c\u9700\u6c42\uff0c\u5305\u62ec1930\u5e74\u4ee3\u624b\u7e6a\u52d5\u756b\u8cea\u611f\u3001Z-Image\u98a8\u683c\u5e36\u4f86\u7684\u7d0b\u7406\u548c\u8f03\u81ea\u7136\u7684\u7c97\u7377\u611f\uff0c\u4ee5\u53ca\u66f4\u9069\u5408\u672c\u5730\u57f7\u884c\u76844-bit\u7248\u672c\u3002\u6a21\u578b\u9700\u8981\u914d\u5408MiniMax H3\u57fa\u790e\u6a21\u578b\u8207ComfyUI\u5de5\u4f5c\u6d41\uff0cLoRA\u6a94\u6848\u5247\u653e\u5165ComfyUI\/models\/loras\u8cc7\u6599\u593e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 \u4ee5\u5c11\u91cf\u6b65\u6578\u52a0\u5feb\u5f71\u7247\u751f\u6210<br \/>\n\u2022 \u652f\u63f4FL2VA\u53caRef2VA\u5de5\u4f5c\u6d41<br \/>\n\u2022 \u6db5\u84cb\u52d5\u756b\u3001\u5beb\u5be6\u3001\u52d5\u4f5c\u548c\u93e1\u982d\u98a8\u683c<br \/>\n\u2022 \u63d0\u4f9bVRAM\u8f03\u53cb\u5584\u76844-bit\u9078\u9805<br \/>\n\u2022 \u901f\u5ea6\u63d0\u5347\u4ecd\u9700\u6309\u786c\u4ef6\u8207\u756b\u8cea\u8981\u6c42\u53d6\u6368<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9069\u5408\u5df2\u4f7f\u7528ComfyUI\uff0c\u4e26\u5e0c\u671b\u7d30\u7dfb\u63a7\u5236\u751f\u6210\u901f\u5ea6\u3001\u89d2\u8272\u79fb\u52d5\u3001\u93e1\u982d\u884c\u70ba\u6216\u6574\u9ad4\u7f8e\u8853\u65b9\u5411\u7684\u5275\u4f5c\u8005\u3002\u4e0d\u540cLoRA\u91dd\u5c0d\u7684\u4efb\u52d9\u5dee\u7570\u5f88\u5927\uff0c\u9078\u64c7\u6642\u61c9\u4ee5\u5de5\u4f5c\u6d41\u517c\u5bb9\u6027\u548c\u8f38\u51fa\u8981\u6c42\u70ba\u5148\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.stablediffusiontutorials.com\/2026\/08\/minimax-h3-lora-models.html\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MiniMax H3 \u7684 LoRA \u751f\u614b\u9010\u6b65\u6210\u5f62\uff0c\u5f9e\u52a0\u901f\u63a8\u7406\u5230\u89d2\u8272\u52d5\u4f5c\u8207\u756b\u9762\u98a8\u683c\uff0c\u70ba ComfyUI \u5de5\u4f5c\u6d41\u63d0\u4f9b\u66f4\u591a\u9078\u64c7\u3002<\/p>\n","protected":false},"author":8,"featured_media":11688,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,179,125,31,30,174,27,203],"tags":[],"class_list":["post-11689","post","type-post","status-publish","format-standard","hentry","category-133","category-nvidia","category-comfyui","category-video","category-image","category-174","category-paper","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11689","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=11689"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11689\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11688"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11689"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}