{"id":483423,"date":"2026-06-12T11:53:56","date_gmt":"2026-06-12T11:53:56","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=483423"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=483423","title":{"rendered":"Moonshot AI \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 Kimi-K2.7-Code"},"content":{"rendered":"<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p>Moonshot AI <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2065377579130142937\" rel=\"noopener noreferrer nofollow\">\u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438<\/a> Kimi-K2.7-Code \u2014 \u043d\u043e\u0432\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e \u0441\u0432\u043e\u0435\u0439 coding-\u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u0431\u0430\u0437\u0435 K2.6. \u0412\u0435\u0441\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u044b \u043d\u0430 <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2.7-Code\" rel=\"noopener noreferrer nofollow\">HuggingFace<\/a> \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Modified MIT.<\/p>\n<figure class=\"full-width \"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/c03\/86f\/8c0\/c0386f8c085ef2d83b8f0a42aeb16b9b.png\" width=\"1920\" height=\"1080\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/c03\/86f\/8c0\/c0386f8c085ef2d83b8f0a42aeb16b9b.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/c03\/86f\/8c0\/c0386f8c085ef2d83b8f0a42aeb16b9b.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<p>\u041f\u043e \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430\u043c \u043f\u0440\u0438\u0440\u043e\u0441\u0442 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e K2.6 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b +21.8% \u043d\u0430 Kimi Code Bench v2, +11% \u043d\u0430 Program Bench \u0438 +31.5% \u043d\u0430 MLS Bench Lite.<\/p>\n<p>\u041e\u0442\u0434\u0435\u043b\u044c\u043d\u043e \u0430\u043a\u0446\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0439: \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u043d\u0430 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 chain-of-thought \u0441\u0442\u0430\u043b\u043e \u043d\u0430 30% \u043c\u0435\u043d\u044c\u0448\u0435 \u043f\u0440\u0438 \u0442\u043e\u043c \u0436\u0435 \u0438\u043b\u0438 \u043b\u0443\u0447\u0448\u0435\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430. \u0412 \u043f\u0440\u043e\u0448\u043b\u044b\u0445 \u0432\u0435\u0440\u0441\u0438\u044f\u0445 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u044f\u0434\u0435 \u0437\u0430\u0434\u0430\u0447 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u043b\u0441\u044f \u044d\u0444\u0444\u0435\u043a\u0442 overthinking \u2014 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435 \u0431\u0435\u0437 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u043e\u043b\u044c\u0437\u044b.<\/p>\n<figure class=\"full-width \"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/422\/f55\/30a\/422f5530a9e7204fbdcb093cac8f52eb.png\" width=\"1690\" height=\"1108\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/422\/f55\/30a\/422f5530a9e7204fbdcb093cac8f52eb.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/422\/f55\/30a\/422f5530a9e7204fbdcb093cac8f52eb.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043a\u0430\u043a \u0432\u0445\u043e\u0434\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0447\u0435\u0440\u0435\u0437 vLLM \u0438 SGLang. \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0447\u0435\u0440\u0435\u0437 Kimi API \u0438 \u0432 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0435 <a href=\"https:\/\/t.me\/ai_for_devs\/435\" rel=\"noopener noreferrer nofollow\">Kimi Code<\/a>. \u0420\u0435\u0436\u0438\u043c 6x High-Speed Mode \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043d, \u043d\u043e \u0434\u0430\u0442\u0430 \u043f\u043e\u043a\u0430 \u043d\u0435 \u0443\u043a\u0430\u0437\u0430\u043d\u0430.<\/p>\n<h2>\u0420\u0443\u0441\u0441\u043a\u043e\u044f\u0437\u044b\u0447\u043d\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u043f\u0440\u043e AI \u0432 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435<\/h2>\n<figure class=\"full-width \"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/43c\/c4e\/0ba\/43cc4e0bad6fc6f62bc71317000d1f28.png\" alt=\"\" title=\"\" width=\"1560\" height=\"334\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/43c\/c4e\/0ba\/43cc4e0bad6fc6f62bc71317000d1f28.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/43c\/c4e\/0ba\/43cc4e0bad6fc6f62bc71317000d1f28.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<p>\u0414\u0440\u0443\u0437\u044c\u044f! \u042d\u0442\u0443 \u043d\u043e\u0432\u043e\u0441\u0442\u044c \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043b\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0422\u0413\u041a \u00abAI for Devs\u00bb \u2014 \u043a\u0430\u043d\u0430\u043b\u0430, \u0433\u0434\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u043c \u043f\u0440\u043e AI-\u0430\u0433\u0435\u043d\u0442\u043e\u0432, \u043f\u043b\u0430\u0433\u0438\u043d\u044b \u0434\u043b\u044f IDE, \u0434\u0435\u043b\u0438\u043c\u0441\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043a\u0435\u0439\u0441\u0430\u043c\u0438 \u0438 \u0441\u0432\u0435\u0436\u0438\u043c\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0438\u0437 \u043c\u0438\u0440\u0430 \u0418\u0418.\u00a0<a href=\"https:\/\/t.me\/+0_7PDSIdvGZkZDFi\" rel=\"noopener noreferrer nofollow\">\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c<\/a>, \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0442\u044c \u0432 \u043a\u0443\u0440\u0441\u0435 \u0438 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u0443\u043f\u0443\u0441\u0442\u0438\u0442\u044c!<\/p>\n<\/div>\n<p>\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/1046844\/\">https:\/\/habr.com\/ru\/articles\/1046844\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Moonshot AI \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 Kimi-K2.7-Code \u2014 \u043d\u043e\u0432\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e \u0441\u0432\u043e\u0435\u0439 coding-\u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u0431\u0430\u0437\u0435 K2.6. \u0412\u0435\u0441\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u044b \u043d\u0430 HuggingFace \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Modified MIT.\u041f\u043e \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430\u043c \u043f\u0440\u0438\u0440\u043e\u0441\u0442 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e K2.6 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b +21.8% \u043d\u0430 Kimi Code Bench v2, +11% \u043d\u0430 Program Bench \u0438 +31.5% \u043d\u0430 MLS Bench Lite.\u041e\u0442\u0434\u0435\u043b\u044c\u043d\u043e \u0430\u043a\u0446\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0439: \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u043d\u0430 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 chain-of-thought \u0441\u0442\u0430\u043b\u043e \u043d\u0430 30% \u043c\u0435\u043d\u044c\u0448\u0435 \u043f\u0440\u0438 \u0442\u043e\u043c \u0436\u0435 \u0438\u043b\u0438 \u043b\u0443\u0447\u0448\u0435\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430. \u0412 \u043f\u0440\u043e\u0448\u043b\u044b\u0445 \u0432\u0435\u0440\u0441\u0438\u044f\u0445 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u044f\u0434\u0435 \u0437\u0430\u0434\u0430\u0447 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u043b\u0441\u044f \u044d\u0444\u0444\u0435\u043a\u0442 overthinking \u2014 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435 \u0431\u0435\u0437 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u043e\u043b\u044c\u0437\u044b.\u041c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043a\u0430\u043a \u0432\u0445\u043e\u0434\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0447\u0435\u0440\u0435\u0437 vLLM \u0438 SGLang. \u0414\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0447\u0435\u0440\u0435\u0437 Kimi API \u0438 \u0432 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0435 Kimi Code. \u0420\u0435\u0436\u0438\u043c 6x High-Speed Mode \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043d, \u043d\u043e \u0434\u0430\u0442\u0430 \u043f\u043e\u043a\u0430 \u043d\u0435 \u0443\u043a\u0430\u0437\u0430\u043d\u0430.\u0420\u0443\u0441\u0441\u043a\u043e\u044f\u0437\u044b\u0447\u043d\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u043f\u0440\u043e AI \u0432 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435\u0414\u0440\u0443\u0437\u044c\u044f! \u042d\u0442\u0443 \u043d\u043e\u0432\u043e\u0441\u0442\u044c \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043b\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0422\u0413\u041a \u00abAI for Devs\u00bb \u2014 \u043a\u0430\u043d\u0430\u043b\u0430, \u0433\u0434\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u043c \u043f\u0440\u043e AI-\u0430\u0433\u0435\u043d\u0442\u043e\u0432, \u043f\u043b\u0430\u0433\u0438\u043d\u044b \u0434\u043b\u044f IDE, \u0434\u0435\u043b\u0438\u043c\u0441\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043a\u0435\u0439\u0441\u0430\u043c\u0438 \u0438 \u0441\u0432\u0435\u0436\u0438\u043c\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0438\u0437 \u043c\u0438\u0440\u0430 \u0418\u0418.\u00a0\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c, \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0442\u044c \u0432 \u043a\u0443\u0440\u0441\u0435 \u0438 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u0443\u043f\u0443\u0441\u0442\u0438\u0442\u044c!\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 https:\/\/habr.com\/ru\/articles\/1046844\/<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-483423","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/483423","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=483423"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/483423\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=483423"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=483423"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=483423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}