{"id":11822,"date":"2026-09-02T23:54:38","date_gmt":"2026-09-02T15:54:38","guid":{"rendered":"https:\/\/infernews.com\/blog\/h3-world\/"},"modified":"2026-09-02T23:54:38","modified_gmt":"2026-09-02T15:54:38","slug":"h3-world","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/h3-world\/","title":{"rendered":"H3-World \u8b93\u9375\u76e4\u63a7\u5236\u751f\u6210\u5f71\u7247\u4e16\u754c"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-14094ff43c83.jpg\" alt=\"Repository image for Danzer1xxxxChan\/H3-World\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6309\u4e0b W\u3001A\u3001S\u3001D \u63a7\u5236\u89d2\u8272\uff0c\u6216\u4ee5 I\u3001J\u3001K\u3001L \u64cd\u63a7\u93e1\u982d\uff0cH3-World \u4fbf\u6703\u7531\u521d\u59cb\u756b\u9762\u751f\u6210\u76f8\u61c9\u7684\u52d5\u4f5c\u5f71\u7247\u3002\u9019\u500b\u9805\u76ee\u5c6c\u65bc\u4e92\u52d5\u5f0f\u4e16\u754c\u6a21\u578b\uff0c\u5be6\u969b\u8655\u7406\u7684\u662f\u89d2\u8272\u8207\u93e1\u982d\u52d5\u4f5c\u5982\u4f55\u9023\u8cab\u5730\u5f71\u97ff\u5f8c\u7e8c\u756b\u9762\uff0c\u9069\u5408\u904a\u6232\u4ee3\u7406\u3001\u8996\u89ba\u6a21\u64ec\u53ca Computer-use agents\uff08CUAs\uff09\u76f8\u95dc\u7814\u7a76\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H3-World \u5efa\u57fa\u65bc MiniMax-H3\uff0c\u5c07\u6bcf\u500b\u9375\u76e4\u72c0\u614b\u8f49\u63db\u6210\u5c0d\u61c9\u672a\u4f86 video latent \u7684\u8a9e\u8a00\u6307\u4ee4\uff0c\u518d\u900f\u904e directed attention routing \u628a\u6307\u4ee4\u7d81\u5b9a\u5230\u76f8\u61c9\u7684 latent \u5340\u9593\u3002\u6a21\u578b\u4ee5 8,000 \u6bb5 ABot-World-Explorer-500h gameplay clips \u8a13\u7df4\uff0c\u53ea\u5b78\u7fd2 65.6M \u500b Low-Rank Adaptation\uff08LoRA\uff09\u53c3\u6578\uff0c\u7d04\u4f54 33B backbone \u7684 0.199%\uff0c\u5728\u4fdd\u7559\u5927\u578b\u6a21\u578b\u80fd\u529b\u8207\u63a7\u5236\u5c08\u7528\u8a13\u7df4\u6210\u672c\u4e4b\u9593\u53d6\u5f97\u6298\u8877\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u8cc7\u6599\u63d0\u4f9b\u7684\u91cd\u9ede\u5305\u62ec\uff1a<br \/>\n&#8211; \u89d2\u8272\u63a7\u5236\u4f7f\u7528 W\u3001A\u3001S\u3001D\uff1b\u93e1\u982d\u63a7\u5236\u4f7f\u7528 I\u3001J\u3001K\u3001L\uff0cF \u4ee3\u8868\u5feb\u901f\u93e1\u982d\u79fb\u52d5\u3002<br \/>\n&#8211; H3-World LoRA \u662f MiniMax-H3 \u7684 delta\uff0c\u4e0d\u80fd\u76f4\u63a5\u5957\u5165\u672a\u4fee\u6539\u7684 MiniMax-H3 pipeline\u3002<br \/>\n&#8211; \u63a8\u7406\u9700\u8981\u7d04 135 GB \u7684 MiniMax-H3 base weights\uff0c\u4ee5\u53ca H3-World \u7684 directed-attention patch\u3002<br \/>\n&#8211; \u516c\u958b\u8cc7\u6599\u6c92\u6709\u5217\u51fa\u660e\u78ba\u7684\u756b\u8cea\u3001\u5ef6\u9072\u6216\u6210\u529f\u7387\u6bd4\u8f03\uff0c\u56e0\u6b64\u672a\u80fd\u5224\u65b7\u5b83\u5728\u4e0d\u540c\u4e16\u754c\u6a21\u578b\u4e4b\u9593\u7684\u6027\u80fd\u5dee\u8ddd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5132\u5b58\u5eab\u63d0\u4f9b Python 3.10\u3001CUDA 12.8\u3001PyTorch 2.10.0 \u548c\u6307\u5b9a\u7248\u672c DiffSynth-Studio \u7684\u914d\u7f6e\u8981\u6c42\uff1b\u6a21\u578b\u6b0a\u91cd\u53ca LoRA checkpoint \u5247\u5206\u5225\u653e\u5728 Hugging Face \u6307\u5b9a\u4f4d\u7f6e\uff0c\u8a13\u7df4\u53e6\u9700 ABot-World-Explorer-500h\u3002\u7814\u7a76\u5718\u968a\u3001\u904a\u6232\u4ee3\u7406\u958b\u767c\u8005\u53ca\u9700\u8981\u53ef\u63a7\u5f71\u7247\u751f\u6210\u7684\u8996\u89ba\u6a21\u64ec\u9805\u76ee\u8f03\u5bb9\u6613\u53d7\u76ca\uff0c\u4f46\u786c\u4ef6\u5bb9\u91cf\u3001\u5c08\u7528 patch \u548c\u6a21\u578b\u6388\u6b0a\u689d\u6b3e\u90fd\u662f\u63a1\u7528\u524d\u5fc5\u9808\u6838\u5c0d\u7684\u689d\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/danzer1xxxxchan.github.io\/H3-World\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Danzer1xxxxChan\/H3-World\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/DANNY621\/H3-World\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>H3-World\u628a\u9375\u76e4\u8f38\u5165\u8f49\u6210\u53ef\u63a7\u5236\u7684\u672a\u4f86\u756b\u9762\uff0c\u5c55\u793a\u4e92\u52d5\u5f0f\u4e16\u754c\u6a21\u578b\u7531\u7406\u89e3\u6307\u4ee4\u8d70\u5411\u64cd\u63a7\u74b0\u5883\u3002<\/p>\n","protected":false},"author":8,"featured_media":11821,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,179,116,31,162,152,119,127,141,203],"tags":[],"class_list":["post-11822","post","type-post","status-publish","format-standard","hentry","category-133","category-nvidia","category-agentic","category-video","category-ai-productions","category-python","category-119","category-127","category-141","category-minimax"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11822","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=11822"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11822\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11821"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11822"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}