{"id":6299,"date":"2025-08-29T19:43:34","date_gmt":"2025-08-29T11:43:34","guid":{"rendered":"https:\/\/infernews.com\/?p=6299"},"modified":"2025-08-29T19:43:35","modified_gmt":"2025-08-29T11:43:35","slug":"moc-%e7%aa%81%e7%a0%b4%e6%99%82%e7%a9%ba%e9%99%90%e5%88%b6%ef%bc%9aai-%e9%95%b7%e5%bd%b1%e7%89%87%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/moc-%e7%aa%81%e7%a0%b4%e6%99%82%e7%a9%ba%e9%99%90%e5%88%b6%ef%bc%9aai-%e9%95%b7%e5%bd%b1%e7%89%87%e7%94%9f%e6%88%90\/","title":{"rendered":"MoC \u7a81\u7834\u6642\u7a7a\u9650\u5236\uff1aAI \u9577\u5f71\u7247\u751f\u6210"},"content":{"rendered":"\n

AI \u4e0d\u50c5\u80fd\u5275\u9020\u51fa\u6829\u6829\u5982\u751f\u7684\u5716\u7247\uff0c\u9084\u80fd\u751f\u6210\u6578\u5206\u9418\u3001\u751a\u81f3\u66f4\u9577\uff0c\u4e14\u6545\u4e8b\u9023\u8cab\u3001\u60c5\u7bc0\u6d41\u66a2\u7684\u5f71\u7247\u3002\u9019\u66fe\u662f\u751f\u6210\u5f0fAI\u9818\u57df\u4e00\u500b\u5de8\u5927\u7684\u6311\u6230\u3002\u7136\u800c\uff0c\u4e00\u9805\u540d\u70ba\u300c\u4e0a\u4e0b\u6587\u6df7\u5408\u300d(Mixture of Contexts<\/a>, MoC<\/a>) \u7684\u5275\u65b0\u6280\u8853\uff0c\u6b63\u9010\u6b65\u5c07\u9019\u500b\u5922\u60f3\u8b8a\u70ba\u73fe\u5be6\u3002\u9019\u9805\u7531 Shengqu Cai \u7b49\u7814\u7a76\u4eba\u54e1\u63d0\u51fa\u7684\u6700\u65b0\u9032\u5c55\uff0c\u70ba\u9577\u5f71\u7247\u751f\u6210\u5e36\u4f86\u4e86\u9769\u547d\u6027\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u6709\u6548\u514b\u670d\u4e86\u73fe\u6709\u6a21\u578b\u5728\u8655\u7406\u300c\u9577\u671f\u4e0a\u4e0b\u6587\u8a18\u61b6\u300d\u4e0a\u7684\u74f6\u9838\u3002<\/p>\n\n\n\n

\u70ba\u4e86\u61c9\u5c0d\u9019\u500b\u300c\u9577\u671f\u4e0a\u4e0b\u6587\u8a18\u61b6\u300d\u554f\u984c\uff0c\u7814\u7a76\u4eba\u54e1\u5c07\u9577\u4e0a\u4e0b\u6587\u5f71\u7247\u751f\u6210\u91cd\u65b0\u5b9a\u7fa9\u70ba\u4e00\u7a2e\u300c\u5167\u90e8\u8cc7\u8a0a\u6aa2\u7d22\u4efb\u52d9\u300d\u3002\u4ed6\u5011\u63d0\u51fa\u4e86\u4e00\u7a2e\u7c21\u6f54\u3001\u53ef\u5b78\u7fd2\u7684\u7a00\u758f\u6ce8\u610f\u529b\u8def\u7531\u6a21\u7d44\u2014\u2014\u300c\u4e0a\u4e0b\u6587\u6df7\u5408\u300d(Mixture of Contexts, MoC<\/a>)\u3002MoC \u7684\u6838\u5fc3\u601d\u60f3\u662f\u4f5c\u70ba\u4e00\u500b\u9ad8\u6548\u7684\u300c\u9577\u671f\u8a18\u61b6\u6aa2\u7d22\u5f15\u64ce\u300d\u3002<\/p>\n\n\n\n

\u5728 MoC \u67b6\u69cb\u4e2d\uff0c\u6bcf\u500b\u67e5\u8a62\uff08query\uff09\u90fd\u80fd\u52d5\u614b\u5730\u9078\u64c7\u5c11\u6578\u5177\u6709\u8cc7\u8a0a\u91cf\u7684\u5340\u584a\uff08informative chunks\uff09\uff0c\u4e26\u8f14\u4ee5\u5fc5\u8981\u7684\u9328\u9ede\uff08mandatory anchors\uff09\uff0c\u4f8b\u5982\u5f71\u7247\u7684\u6a19\u984c\uff08caption\uff09\u548c\u5c40\u90e8\u8996\u7a97\uff08local windows\uff09\u3002\u9019\u7a2e\u56e0\u679c\u8def\u7531\uff08causal routing\uff09\u6a5f\u5236\uff0c\u80fd\u5920\u6709\u6548\u9632\u6b62\u5faa\u74b0\u9589\u5408\uff0c\u78ba\u4fdd\u8cc7\u8a0a\u6d41\u52d5\u7684\u5408\u7406\u6027\u3002<\/p>\n\n\n\n

MoC \u5e36\u4f86\u7684\u6548\u7387\u8207\u4e00\u81f4\u6027\u7a81\u7834<\/p>\n\n\n\n

\u96a8\u8457\u8cc7\u6599\u7684\u64f4\u5c55\u548c\u8def\u7531\u7684\u9010\u6b65\u7a00\u758f\u5316\uff0cMoC \u6a21\u578b\u6703\u5c07\u8a08\u7b97\u8cc7\u6e90\u5206\u914d\u7d66\u6700\u91cd\u8981\u7684\u6b77\u53f2\u5167\u5bb9\u3002\u9019\u9805\u6280\u8853\u80fd\u5920\u5728\u6578\u5206\u9418\u7684\u5167\u5bb9\u4e2d\uff0c\u6709\u6548\u4fdd\u7559\u4eba\u7269\u8eab\u4efd\u3001\u52d5\u4f5c\u548c\u5834\u666f\u7684\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n

\u6548\u7387\u7684\u63d0\u5347\u662f MoC \u7684\u4e00\u500b\u91cd\u8981\u526f\u7522\u54c1\u3002\u900f\u904e\u9019\u7a2e\u6aa2\u7d22\u6a5f\u5236\uff0c\u6a21\u578b\u5be6\u73fe\u4e86\u8fd1\u4e4e\u7dda\u6027\u7684\u64f4\u5c55\u80fd\u529b\u3002\u9019\u4e0d\u50c5\u4f7f\u5be6\u52d9\u4e0a\u7684\u8a13\u7df4\u548c\u5408\u6210\u6210\u70ba\u53ef\u80fd\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4fc3\u6210\u4e86\u5728\u6578\u5206\u9418\u7d1a\u5225\u7684\u9577\u5f71\u7247\u4e2d\uff0c\u8a18\u61b6\u548c\u5167\u5bb9\u4e00\u81f4\u6027\u7684\u51fa\u73fe\u3002<\/p>\n\n\n\n

\u5c55\u671b\u672a\u4f86\uff1a\u66f4\u771f\u5be6\u3001\u66f4\u5b8f\u5927\u7684 AI \u5f71\u7247\u5275\u4f5c<\/p>\n\n\n\n

\u300c\u4e0a\u4e0b\u6587\u6df7\u5408\u300d(MoC) \u6280\u8853\u7684\u8a95\u751f\uff0c\u6a19\u8a8c\u8457 AI \u5728\u9577\u5f71\u7247\u751f\u6210\u9818\u57df\u9081\u51fa\u4e86\u95dc\u9375\u6027\u7684\u4e00\u6b65\u3002\u5b83\u70ba\u958b\u767c\u80fd\u5920\u5275\u4f5c\u51fa\u66f4\u9577\u3001\u66f4\u5177\u6558\u4e8b\u6027\u3001\u4e14\u5167\u5bb9\u9ad8\u5ea6\u9023\u8cab\u7684AI\u5f71\u7247\u63d0\u4f9b\u4e86\u5805\u5be6\u7684\u57fa\u790e\u3002\u672a\u4f86\uff0c\u6211\u5011\u53ef\u4ee5\u671f\u5f85 AI \u4e0d\u518d\u50c5\u9650\u65bc\u751f\u6210\u77ed\u66ab\u7684\u7247\u6bb5\uff0c\u800c\u662f\u80fd\u5920\u8b1b\u8ff0\u8907\u96dc\u7684\u6545\u4e8b\uff0c\u5275\u9020\u51fa\u63a5\u8fd1\u4eba\u985e\u60f3\u50cf\u7684\u5b8f\u5927\u8996\u89ba\u4f5c\u54c1\u3002\u9019\u9805\u6280\u8853\u7684\u6f5b\u529b\uff0c\u7121\u7591\u5c07\u5c0d\u96fb\u5f71\u88fd\u4f5c\u3001\u5167\u5bb9\u5275\u4f5c\u4e43\u81f3\u865b\u64ec\u5be6\u5883\u7b49\u9818\u57df\u7522\u751f\u6df1\u9060\u7684\u5f71\u97ff\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

AI \u4e0d\u50c5\u80fd\u5275\u9020\u51fa\u6829\u6829\u5982\u751f\u7684\u5716\u7247\uff0c\u9084\u80fd\u751f\u6210\u6578\u5206\u9418\u3001\u751a\u81f3\u66f4\u9577\uff0c\u4e14\u6545\u4e8b\u9023\u8cab\u3001\u60c5\u7bc0\u6d41\u66a2\u7684\u5f71\u7247\u3002\u9019\u66fe\u662f\u751f\u6210\u5f0fAI\u9818\u57df\u4e00\u500b\u5de8\u5927\u7684\u6311\u6230\u3002\u7136\u800c\uff0c\u4e00\u9805\u540d\u70ba\u300c\u4e0a\u4e0b\u6587\u6df7\u5408\u300d(Mixture of Contexts, MoC) \u7684\u5275\u65b0\u6280\u8853\uff0c\u6b63\u9010\u6b65\u5c07\u9019\u500b\u5922\u60f3\u8b8a\u70ba\u73fe\u5be6\u3002\u9019\u9805\u7531 Shengqu Cai \u7b49\u7814\u7a76\u4eba\u54e1\u63d0\u51fa\u7684\u6700\u65b0\u9032\u5c55\uff0c\u70ba\u9577\u5f71\u7247\u751f\u6210\u5e36\u4f86\u4e86\u9769\u547d\u6027\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u6709\u6548\u514b\u670d\u4e86\u73fe\u6709\u6a21\u578b\u5728\u8655\u7406\u300c\u9577\u671f\u4e0a\u4e0b\u6587\u8a18\u61b6\u300d\u4e0a\u7684\u74f6\u9838\u3002 \u751f\u6210\u9577\u5f71\u7247\u7684\u6838\u5fc3\u6311\u6230\uff0c\u5728\u65bc\u6a21\u578b\u5fc5\u9808\u80fd\u5920\u5728\u6f2b\u9577\u7684\u6642\u9593\u5e8f\u5217\u4e2d\uff0c\u4fdd\u6301\u4e26\u6aa2\u7d22\u95dc\u9375\u4e8b\u4ef6\uff0c\u540c\u6642\u907f\u514d\u8cc7\u8a0a\u5d29\u6f70\u6216\u5167\u5bb9\u6f02\u79fb\u3002\u73fe\u6709\u7684\u64f4\u6563\u8b8a\u63db\u5668\uff08diffusion transformers\uff09\u96d6\u7136\u5728\u77ed\u5f71\u7247\u751f\u6210\u65b9\u9762\u8868\u73fe\u51fa\u8272\uff0c\u4f46\u5176\u81ea\u6ce8\u610f\u529b\uff08self-attention\uff09\u6a5f\u5236\u7684\u4e8c\u6b21\u65b9\u6210\u672c\uff0c\u4f7f\u5f97\u8655\u7406\u9577\u5e8f\u5217\u6642\uff0c\u8a18\u61b6\u9ad4\u548c\u8a08\u7b97\u8cc7\u6e90\u7684\u6d88\u8017\u8b8a\u5f97\u96e3\u4ee5\u627f\u53d7\uff0c\u5c0e\u81f4\u6548\u7387\u4f4e\u4e0b\u4e14\u96e3\u4ee5\u512a\u5316\u3002\u9019\u610f\u5473\u8457\uff0c\u96a8\u8457\u5f71\u7247\u6642\u9577\u7684\u589e\u52a0\uff0cAI\u6a21\u578b\u53ef\u80fd\u6703\u300c\u5fd8\u8a18\u300d\u5f71\u7247\u958b\u982d\u7684\u4eba\u7269\u8eab\u4efd\u3001\u52d5\u4f5c\u6216\u5834\u666f\u8a2d\u5b9a\uff0c\u5c0e\u81f4\u5f71\u7247\u5167\u5bb9\u7684\u9023\u8cab\u6027\u3001\u4e00\u81f4\u6027\u5927\u5927\u964d\u4f4e\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[164,176,157,133],"tags":[],"class_list":["post-6299","post","type-post","status-publish","format-standard","hentry","category-164","category-176","category-157","category-133"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/6299","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=6299"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/6299\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=6299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=6299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=6299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}