{"id":10291,"date":"2026-07-17T16:45:46","date_gmt":"2026-07-17T08:45:46","guid":{"rendered":"https:\/\/infernews.com\/blog\/kimi-k3-3t\/"},"modified":"2026-07-17T16:45:46","modified_gmt":"2026-07-17T08:45:46","slug":"kimi-k3-3t","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/kimi-k3-3t\/","title":{"rendered":"Kimi K3 \u628a\u958b\u6e90\u5927\u6a21\u578b\u63a8\u5230 3T \u7d1a\u5225"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/1d9ch4eff2ena6205142g.jpg\" alt=\"Kimi K3 hero visual\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9577\u4e0a\u4e0b\u6587\u3001\u7a0b\u5f0f\u958b\u767c\u540c\u77e5\u8b58\u5de5\u4f5c\u5f80\u5f80\u8981\u5206\u958b\u4ea4\u7540\u4e0d\u540c\u6a21\u578b\u8655\u7406\uff0cKimi K3\u5617\u8a66\u628a\u9019\u5e7e\u4ef6\u4e8b\u6536\u5728\u540c\u4e00\u500b\u958b\u653e\u6a21\u578b\u5167\u3002\u5b83\u5c6c\u65bc\u5927\u578b\u591a\u6a21\u614b\u6a21\u578b\uff0c\u91cd\u9ede\u662f\u8655\u7406\u9577\u6d41\u7a0b coding\u3001\u9577\u7bc7\u8cc7\u6599\u95b1\u8b80\u8207\u63a8\u7406\u4e4b\u9593\u7684\u5207\u63db\u6210\u672c\uff0c\u4e26\u63d0\u4f9b\u539f\u751f vision \u80fd\u529b\u8207 1M context\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kimi K3 \u7684\u5b9a\u4f4d\uff0c\u4e0d\u662f\u55ae\u9760\u53c3\u6578\u898f\u6a21\u53d6\u52dd\uff0c\u800c\u662f\u60f3\u5728\u958b\u6e90\u8def\u7dda\u4e0a\u903c\u8fd1 frontier intelligence\u3002\u8cc7\u6599\u63d0\u5230\u5b83\u6709 2.8T parameters\uff0c\u5c6c\u65bc\u9996\u500b open 3T-class model\uff0c\u6574\u9ad4\u8868\u73fe\u4ecd\u843d\u5f8c\u65bc Claude Fable 5 \u548c GPT 5.6 Sol\uff0c\u4f46\u5728\u81ea\u5bb6 evaluation suite \u5167\u5df2\u6301\u7e8c\u8d85\u904e\u5176\u4ed6\u88ab\u6e2c\u6a21\u578b\uff0c\u986f\u793a\u5b83\u5728\u958b\u6e90\u9663\u71df\u6709\u660e\u986f\u7af6\u722d\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u4e0a\uff0c\u9019\u500b\u6a21\u578b\u5efa\u57fa\u65bc Kimi Delta Attention\uff08KDA\uff09\u540c Attention Residuals\uff08AttnRes\uff09\uff0c\u76ee\u7684\u662f\u6539\u5584\u8cc7\u8a0a\u5728\u9577\u5e8f\u5217\u8207\u6df1\u5c64\u7db2\u7d61\u4e2d\u7684\u6d41\u52d5\u65b9\u5f0f\uff1b\u540c\u6642\u4e5f\u64f4\u5927\u4e86 Mixture of Experts\uff08MoE\uff09sparsity\u3002\u9019\u7a2e\u505a\u6cd5\u53cd\u6620\u5b83\u8981\u8655\u7406\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u4e00\u908a\u7dad\u6301\u8d85\u9577 context \u8207\u591a\u985e\u4efb\u52d9\u80fd\u529b\uff0c\u4e00\u908a\u63a7\u5236\u63a8\u7406\u8207\u8a13\u7df4\u6548\u7387\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9996\u500b open 3T-class model\uff0c\u898f\u6a21\u9054 2.8T parameters<\/li>\n<li>\u539f\u751f\u652f\u63f4 vision\uff0c\u4e26\u63d0\u4f9b 1M context window<\/li>\n<li>\u76ee\u6a19\u5834\u666f\u5305\u62ec long-horizon coding\u3001knowledge work \u540c reasoning<\/li>\n<li>\u63a1\u7528 Kimi Delta Attention\uff08KDA\uff09\u3001Attention Residuals\uff08AttnRes\uff09\u8207 Mixture of Experts\uff08MoE\uff09<\/li>\n<li>\u5df2\u5728 Kimi.com\u3001Kimi Work\u3001Kimi Code \u540c Kimi API \u63d0\u4f9b\u4f7f\u7528<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u958b\u767c\u8005\u3001\u7814\u7a76\u8005\u540c\u9700\u8981\u9577\u6587\u6a94\u5de5\u4f5c\u6d41\u7684\u4eba\u4f86\u8aaa\uff0cKimi K3\u6700\u6709\u5438\u5f15\u529b\u7684\u5730\u65b9\uff0c\u5728\u65bc\u5b83\u628a\u300c\u5920\u9577\u3001\u5920\u5ee3\u3001\u5920\u958b\u653e\u300d\u653e\u5728\u540c\u4e00\u500b\u9805\u76ee\u88e1\u3002\u73fe\u968e\u6bb5\u53ef\u78ba\u8a8d\u7684\u9650\u5236\u4e5f\u5f88\u6e05\u695a\uff1a\u5b83\u672a\u5230\u6700\u5f37\u9589\u6e90\u6a21\u578b\u7684\u6c34\u5e73\uff0c\u800c\u5b8c\u6574\u6b0a\u91cd\u3001\u67b6\u69cb\u8207\u8a13\u7df4\u7d30\u7bc0\u4ecd\u8981\u7b49\u5f8c\u7e8c technical report \u8207\u6b63\u5f0f\u91cb\u51fa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.kimi.com\/blog\/kimi-k3\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u8981\u4e00\u500b\u540c\u6642\u8655\u7406\u5beb\u78bc\u3001\u9577\u6587\u4ef6\u540c\u63a8\u7406\u5de5\u4f5c\u7684\u6a21\u578b\uff0cKimi K3\u503c\u5f97\u7559\u610f\u3002\u5b83\u672a\u8ffd\u5e73\u6700\u5f37\u9589\u6e90\u6a21\u578b\uff0c\u4f46\u5df2\u628a\u958b\u6e90\u6a21\u578b\u7684\u4e0a\u9650\u518d\u63a8\u9ad8\u4e00\u622a\u3002<\/p>\n","protected":false},"author":8,"featured_media":10290,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,116,137,28,158,166,159,119,27,146,190],"tags":[],"class_list":["post-10291","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-api","category-services","category-ide","category-mac","category-vibe-coding","category-119","category-paper","category-146","category-openclaw"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10291","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=10291"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10291\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10290"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10291"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10291"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}