{"id":11673,"date":"2026-08-29T17:15:10","date_gmt":"2026-08-29T09:15:10","guid":{"rendered":"https:\/\/infernews.com\/blog\/fasth3\/"},"modified":"2026-08-29T17:28:26","modified_gmt":"2026-08-29T09:28:26","slug":"minimax-h3-fasth3","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minimax-h3-fasth3\/","title":{"rendered":"\u56db\u6b65\u751f\u6210\u540c\u6b65\u97f3\u756b\uff1aFastH3 \u9810\u89bd\u6a21\u578b\u62c6\u89e3"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u5b57\u63d0\u793a\u8f38\u5165\u5f8c\uff0cFastVideo-FastH3-4-step-Preview-v1-VSA-DataFree \u53ef\u5728\u56db\u6b21 Transformer forward \u5167\u751f\u6210\u540c\u6b65\u5f71\u7247\u8207\u97f3\u8a0a\uff0c\u9069\u5408\u6e2c\u8a66\u5feb\u901f text-to-audio-video \u5de5\u4f5c\u6d41\u7a0b\u3002\u6a21\u578b\u660e\u78ba\u57fa\u65bc MiniMaxAI\/MiniMax-H3 \u5fae\u8abf\u53ca\u84b8\u993e\uff0c\u4e26\u4ee5 data-free DMD2 \u548c VSA-H3 \u8a13\u7df4\u81f3 step 1300\uff0c\u5728 90% sparsity \u4e0b\u63db\u53d6\u8f03\u5c11\u53d6\u6a23\u6b65\u9a5f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u9700\u8981 FastVideo \u7684 VSA-H3 attention backend\uff0c\u4e0d\u80fd\u53ea\u4e0b\u8f09\u6b0a\u91cd\u5f8c\u4ee5\u4e00\u822c\u63a8\u8ad6\u5de5\u5177\u76f4\u63a5\u57f7\u884c\u3002\u5b98\u65b9\u6e2c\u8a66\u914d\u7f6e\u4f7f\u7528\u56db\u5f35 B200 GPU\uff1b\u5176\u4ed6\u591a GPU CUDA \u7cfb\u7d71\u53ef\u6539\u7528 Triton kernel\uff0c\u4f46 GPU \u6578\u91cf\u5fc5\u9808\u80fd\u6574\u9664 H3 \u7684 56 \u500b attention heads\u3002\u9801\u9762\u6c92\u6709\u63d0\u4f9b llama.cpp\u3001Ollama \u6216 LM Studio \u652f\u63f4\uff0c\u4e5f\u6c92\u6709\u5217\u51fa GGUF \u6a94\u6848\u3001\u91cf\u5316\u7d1a\u5225\u3001\u6a94\u6848\u5927\u5c0f\u6216 mmproj \u9644\u52a0\u6a94\u6848\uff0c\u56e0\u6b64\u4e0d\u80fd\u64da\u6b64\u5efa\u8b70 Q4_K_M \u6216\u5176\u4ed6\u91cf\u5316\u65b9\u6848\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56db\u6b21 forward \u751f\u6210\u97f3\u8a0a\u8207\u5f71\u7247\uff0c\u901f\u5ea6\u53d6\u5411\u660e\u78ba<\/li>\n<li>DMD2\u3001VSA-H3 \u53ca 90% sparsity \u7528\u65bc data-free \u84b8\u993e<\/li>\n<li>\u76ee\u524d\u53ea\u652f\u63f4 text-to-audio-video\uff0cFL2VA \u548c Ref2VA \u5c1a\u672a\u84b8\u993e<\/li>\n<li>\u56f0\u96e3\u52d5\u4f5c\u3001\u7d30\u7bc0\u53ca\u90e8\u5206\u97f3\u8a0a\u53ef\u80fd\u4e0d\u53ca MiniMax H3 base model<\/li>\n<li>\u9801\u9762\u672a\u63d0\u53ca MTP draft speculation\u3001v2 \u66f4\u65b0\u6216\u6a94\u540d\u8b8a\u66f4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b Preview checkpoint \u4ecd\u53ef\u80fd\u5728\u52d5\u614b\u3001\u7d30\u7bc0\u548c\u97f3\u8a0a\u7a69\u5b9a\u5ea6\u4e0a\u843d\u5f8c\u539f\u59cb MiniMax H3\uff0c\u5b9a\u4f4d\u8f03\u63a5\u8fd1\u5feb\u901f\u751f\u6210\u8207\u7814\u7a76\u6e2c\u8a66\u7248\u672c\u3002\u4f7f\u7528\u6642\u8981\u7559\u610f MiniMax H3 Community License\uff0c\u4ee5\u53ca FastVideo \u5b89\u88dd\u6d41\u7a0b\u5c0d CUDA 13\u3001Blackwell \u8def\u5f91\u548c\u5c08\u7528 kernel wheel \u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/FastVideo\/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u975e\u5b98\u653e\u52a0\u901f MiniMax FastH3 \u4ee5\u56db\u6b21 Transformer forward \u751f\u6210\u540c\u6b65\u5f71\u7247\u8207\u97f3\u8a0a\uff0c\u4f46\u9700\u8981\u5c08\u7528 VSA-H3 \u5f8c\u7aef\u53ca\u591a\u5f35\u9ad8\u968e GPU\u3002<\/p>\n","protected":false},"author":8,"featured_media":11672,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,179,31,119,149,141,203],"tags":[],"class_list":["post-11673","post","type-post","status-publish","format-standard","hentry","category-133","category-nvidia","category-video","category-119","category-149","category-141","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11673","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=11673"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11673\/revisions"}],"predecessor-version":[{"id":11682,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11673\/revisions\/11682"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11672"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}