{"id":474037,"date":"2025-09-05T15:00:54","date_gmt":"2025-09-05T15:00:54","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=474037"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=474037","title":{"rendered":"<span>\ufe0f Kimi k2.1 \u2014 \u043d\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 Moonshot \u0438 \u0441\u043d\u043e\u0432\u0430 \u043b\u0438\u0434\u0435\u0440<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/462\/a20\/a47\/462a20a479b49172bfe177609d49513a.png\" width=\"1088\" height=\"694\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/462\/a20\/a47\/462a20a479b49172bfe177609d49513a.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/462\/a20\/a47\/462a20a479b49172bfe177609d49513a.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<p>\u041f\u043e\u043b\u043d\u043e\u0435 \u0438\u043c\u044f \u0431\u0438\u043b\u0434\u0430: <strong>Kimi K2 0905<\/strong>.<\/p>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043e\u0431\u0445\u043e\u0434\u0438\u0442 \u0434\u0430\u0436\u0435 <strong>Claude 4\u00a0Sonnet<\/strong> \u043f\u043e\u0447\u0442\u0438 \u043f\u043e\u00a0\u0432\u0441\u0435\u043c \u0431\u0435\u043d\u0447\u0430\u043c. \u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0438 \u0441 <strong>Gemini 2.5\u00a0Pro<\/strong>.<\/p>\n<ul>\n<li>\n<p>\u0412\u0435\u0441\u0430\u00a0\u2014 \u043a\u043b\u0438\u043a<\/p>\n<\/li>\n<li>\n<p>\u041e\u0442\u0447\u0451\u0442\u00a0\u2014 \u043a\u043b\u0438\u043a (\u0431\u043e\u043b\u044c\u0448\u0435 \u0431\u0435\u043d\u0447\u0435\u0439 \u0432\u043d\u0443\u0442\u0440\u0438)<\/p>\n<\/li>\n<\/ul>\n<h4>\u0427\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0438\u0437 \u0442\u0435\u0445\u0447\u0430\u0441\u0442\u0438<\/h4>\n<ul>\n<li>\n<p><strong>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430:<\/strong> Mixture\u2011of\u2011Experts, <strong>32B \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432<\/strong>, <strong>~1T total<\/strong>.<\/p>\n<\/li>\n<li>\n<p><strong>\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 0905:<\/strong> \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 <strong>agentic coding<\/strong> + <strong>\u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0434\u043e 256K<\/strong>.<\/p>\n<\/li>\n<li>\n<p><strong>\u0420\u0435\u043b\u0438\u0437\u044b:<\/strong><\/p>\n<ul>\n<li>\n<p><code>Kimi-K2-Base<\/code>\u00a0\u2014 \u0431\u0430\u0437\u0430 \u0434\u043b\u044f\u00a0\u0434\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f.<\/p>\n<\/li>\n<li>\n<p><code>Kimi-K2-Instruct<\/code>\u00a0\u2014 \u0432\u0435\u0440\u0441\u0438\u044f \u0434\u043b\u044f\u00a0\u0447\u0430\u0442\u043e\u0432 \u0438 \u0430\u0433\u0435\u043d\u0442\u043e\u0432 (\u0431\u044b\u0441\u0442\u0440\u0430\u044f, \u0431\u0435\u0437 \u00ablong thinking\u00bb).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0422\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0430:<\/strong> <strong>15.5T \u0442\u043e\u043a\u0435\u043d\u043e\u0432<\/strong>, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0442\u043e\u0440 <strong>MuonClip (qk\u2011clip)<\/strong>\u00a0\u2014 \u0441\u0442\u0430\u0431\u0438\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0443\u0431\u0438\u0440\u0430\u0435\u0442 \u0432\u0441\u043f\u043b\u0435\u0441\u043a\u0438 \u043b\u043e\u0433\u0438\u0442\u043e\u0432 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f.<\/p>\n<ul>\n<li>\n<p>\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b: \u043c\u0435\u043d\u044c\u0448\u0435 \u0433\u043e\u043b\u043e\u0432 \u0434\u043b\u044f\u00a0\u0434\u043b\u0438\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430, \u0431\u043e\u043b\u044c\u0448\u0435 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0432\u00a0MoE, \u0431\u043b\u0438\u0437\u043a\u043e \u043a <strong>DeepSeek\u2011V3<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0410\u0433\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u044c:<\/strong> \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0439 \u0442\u0443\u043b\u2011\u044e\u0437\u0438\u043d\u0433 (MCP \u0438 \u0441\u0438\u043d\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b), \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 + <strong>\u043e\u0431\u0449\u0438\u0439 RL \u0441\u00a0self\u2011judge<\/strong> (\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u043d\u0430\u00a0\u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445, \u0438 \u043d\u0430\u00a0\u0442\u0432\u043e\u0440\u0447\u0435\u0441\u043a\u0438\u0445).<\/p>\n<\/li>\n<\/ul>\n<h4>\u0411\u0435\u043d\u0447\u0438 (\u0432\u0441\u0435 \u2014 non-thinking \u0440\u0435\u0436\u0438\u043c)<\/h4>\n<figure class=\"full-width\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/59c\/158\/10b\/59c15810b69d6257faaca8eb5cfd28fc.png\" width=\"1083\" height=\"969\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/59c\/158\/10b\/59c15810b69d6257faaca8eb5cfd28fc.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/59c\/158\/10b\/59c15810b69d6257faaca8eb5cfd28fc.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<figure class=\"full-width\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/d2a\/650\/c20\/d2a650c2074299c7d68cf0320b5c9943.png\" width=\"1083\" height=\"949\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/d2a\/650\/c20\/d2a650c2074299c7d68cf0320b5c9943.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/d2a\/650\/c20\/d2a650c2074299c7d68cf0320b5c9943.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<figure class=\"full-width\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/bd3\/727\/05c\/bd372705cab39263c6e47663d983dbe3.png\" width=\"1078\" height=\"690\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/bd3\/727\/05c\/bd372705cab39263c6e47663d983dbe3.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/bd3\/727\/05c\/bd372705cab39263c6e47663d983dbe3.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/figure>\n<blockquote>\n<p>\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u044f \u0438\u0437\u00a0\u043e\u0442\u0447\u0451\u0442\u0430: Tau2\u00a0\u2014 \u0432\u0437\u0432\u0435\u0448\u0435\u043d\u043d\u043e\u0435 \u0441\u0440\u0435\u0434\u043d\u0435\u0435; \u043d\u0430\u00a0Swe\u2011Bench Multilingual \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u043b\u0438 \u0441\u00a0Claude Sonnet (Opus \u043f\u0440\u043e\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0438\u0437\u2011\u0437\u0430 \u0446\u0435\u043d\u044b); \u043f\u043e\u0434\u0447\u0451\u0440\u043a\u043d\u0443\u0442\u044b\u0435\/\u0436\u0438\u0440\u043d\u044b\u0435\u00a0\u2014 SOTA, \u0447\u0430\u0441\u0442\u044c \u043c\u0435\u0442\u0440\u0438\u043a \u0432\u0437\u044f\u0442\u0430 \u0438\u0437\u00a0\u0442\u0435\u0445\u0440\u0435\u043f\u043e\u0440\u0442\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/p>\n<\/blockquote>\n<h4>\u041a\u0440\u0443\u0442\u0430\u044f \u043e\u0441\u043d\u043e\u0432\u0430 \u0434\u043b\u044f \u0430\u0433\u0435\u043d\u0442\u043e\u0432<\/h4>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u0442\u044c \u043a\u00a0\u0441\u0432\u043e\u0438\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c \u0431\u0435\u0437\u00a0\u0440\u0443\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u044f \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432. \u041f\u0440\u0438\u043c\u0435\u0440\u044b \u0432\u00a0\u043e\u0442\u0447\u0451\u0442\u0435: \u0430\u043d\u0430\u043b\u0438\u0437 \u0437\u0430\u0440\u043f\u043b\u0430\u0442 \u0441\u00a0\u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u043c\u0438, \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0447\u0435\u0440\u0435\u0437 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b, \u0434\u0430\u0436\u0435 \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430\u00a0JS.<\/p>\n<figure class=\"full-width\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/c79\/2c3\/32c\/c792c332cf54b1a4c972dd65ab9e9fc4.png\" alt=\"\u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430 JS\" title=\"\u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430 JS\" width=\"1064\" height=\"619\" sizes=\"auto, (max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/upload_files\/c79\/2c3\/32c\/c792c332cf54b1a4c972dd65ab9e9fc4.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/c79\/2c3\/32c\/c792c332cf54b1a4c972dd65ab9e9fc4.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/p>\n<div><figcaption>\u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430\u00a0JS<\/figcaption><\/div>\n<\/figure>\n<ul>\n<li>\n<p><strong>\u0412\u0435\u0441\u0430<\/strong>\u00a0\u2014 <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Instruct-0905\" rel=\"noopener noreferrer nofollow\"><strong>\u043a\u043b\u0438\u043a<\/strong><\/a><\/p>\n<\/li>\n<li>\n<p><strong>\u041e\u0442\u0447\u0435\u0442<\/strong>\u00a0\u2014 <a href=\"https:\/\/moonshotai.github.io\/Kimi-K2\/\" rel=\"noopener noreferrer nofollow\"><strong>\u043a\u043b\u0438\u043a<\/strong><\/a> (\u0442\u0443\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0431\u0435\u043d\u0447\u0435\u0439, \u0441\u00a0\u0442\u0435\u043b\u0435\u0444\u043e\u043d\u0430 \u0447\u0442\u043e\u00a0\u0442\u043e \u043d\u0435\u00a0\u043c\u043e\u0433\u0443 \u043f\u0440\u0438\u043a\u0440\u0435\u043f\u0438\u0442\u044c \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435)<\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/umaai.site\/\" rel=\"noopener noreferrer nofollow\"><strong>\u0412\u0441\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043a\u0438 \u0442\u0443\u0442<\/strong><\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/t.me\/tch_net\" rel=\"noopener noreferrer nofollow\"><strong>\u0414\u0440\u0443\u0433 \u041e\u043f\u0435\u043d\u0441\u0443\u0440\u0441\u0430<\/strong><\/a><\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \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\/944234\/\"> https:\/\/habr.com\/ru\/articles\/944234\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\"><\/figure>\n<p>\u041f\u043e\u043b\u043d\u043e\u0435 \u0438\u043c\u044f \u0431\u0438\u043b\u0434\u0430: <strong>Kimi K2 0905<\/strong>.<\/p>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043e\u0431\u0445\u043e\u0434\u0438\u0442 \u0434\u0430\u0436\u0435 <strong>Claude 4\u00a0Sonnet<\/strong> \u043f\u043e\u0447\u0442\u0438 \u043f\u043e\u00a0\u0432\u0441\u0435\u043c \u0431\u0435\u043d\u0447\u0430\u043c. \u0410\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e \u0438 \u0441 <strong>Gemini 2.5\u00a0Pro<\/strong>.<\/p>\n<ul>\n<li>\n<p>\u0412\u0435\u0441\u0430\u00a0\u2014 \u043a\u043b\u0438\u043a<\/p>\n<\/li>\n<li>\n<p>\u041e\u0442\u0447\u0451\u0442\u00a0\u2014 \u043a\u043b\u0438\u043a (\u0431\u043e\u043b\u044c\u0448\u0435 \u0431\u0435\u043d\u0447\u0435\u0439 \u0432\u043d\u0443\u0442\u0440\u0438)<\/p>\n<\/li>\n<\/ul>\n<h4>\u0427\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0438\u0437 \u0442\u0435\u0445\u0447\u0430\u0441\u0442\u0438<\/h4>\n<ul>\n<li>\n<p><strong>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430:<\/strong> Mixture\u2011of\u2011Experts, <strong>32B \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432<\/strong>, <strong>~1T total<\/strong>.<\/p>\n<\/li>\n<li>\n<p><strong>\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 0905:<\/strong> \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 <strong>agentic coding<\/strong> + <strong>\u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0434\u043e 256K<\/strong>.<\/p>\n<\/li>\n<li>\n<p><strong>\u0420\u0435\u043b\u0438\u0437\u044b:<\/strong><\/p>\n<ul>\n<li>\n<p><code>Kimi-K2-Base<\/code>\u00a0\u2014 \u0431\u0430\u0437\u0430 \u0434\u043b\u044f\u00a0\u0434\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f.<\/p>\n<\/li>\n<li>\n<p><code>Kimi-K2-Instruct<\/code>\u00a0\u2014 \u0432\u0435\u0440\u0441\u0438\u044f \u0434\u043b\u044f\u00a0\u0447\u0430\u0442\u043e\u0432 \u0438 \u0430\u0433\u0435\u043d\u0442\u043e\u0432 (\u0431\u044b\u0441\u0442\u0440\u0430\u044f, \u0431\u0435\u0437 \u00ablong thinking\u00bb).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0422\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0430:<\/strong> <strong>15.5T \u0442\u043e\u043a\u0435\u043d\u043e\u0432<\/strong>, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0442\u043e\u0440 <strong>MuonClip (qk\u2011clip)<\/strong>\u00a0\u2014 \u0441\u0442\u0430\u0431\u0438\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0443\u0431\u0438\u0440\u0430\u0435\u0442 \u0432\u0441\u043f\u043b\u0435\u0441\u043a\u0438 \u043b\u043e\u0433\u0438\u0442\u043e\u0432 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f.<\/p>\n<ul>\n<li>\n<p>\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b: \u043c\u0435\u043d\u044c\u0448\u0435 \u0433\u043e\u043b\u043e\u0432 \u0434\u043b\u044f\u00a0\u0434\u043b\u0438\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430, \u0431\u043e\u043b\u044c\u0448\u0435 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0432\u00a0MoE, \u0431\u043b\u0438\u0437\u043a\u043e \u043a <strong>DeepSeek\u2011V3<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0410\u0433\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u044c:<\/strong> \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0439 \u0442\u0443\u043b\u2011\u044e\u0437\u0438\u043d\u0433 (MCP \u0438 \u0441\u0438\u043d\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b), \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 + <strong>\u043e\u0431\u0449\u0438\u0439 RL \u0441\u00a0self\u2011judge<\/strong> (\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438 \u043d\u0430\u00a0\u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445, \u0438 \u043d\u0430\u00a0\u0442\u0432\u043e\u0440\u0447\u0435\u0441\u043a\u0438\u0445).<\/p>\n<\/li>\n<\/ul>\n<h4>\u0411\u0435\u043d\u0447\u0438 (\u0432\u0441\u0435 \u2014 non-thinking \u0440\u0435\u0436\u0438\u043c)<\/h4>\n<figure class=\"full-width\"><\/figure>\n<figure class=\"full-width\"><\/figure>\n<figure class=\"full-width\"><\/figure>\n<blockquote>\n<p>\u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u044f \u0438\u0437\u00a0\u043e\u0442\u0447\u0451\u0442\u0430: Tau2\u00a0\u2014 \u0432\u0437\u0432\u0435\u0448\u0435\u043d\u043d\u043e\u0435 \u0441\u0440\u0435\u0434\u043d\u0435\u0435; \u043d\u0430\u00a0Swe\u2011Bench Multilingual \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u043b\u0438 \u0441\u00a0Claude Sonnet (Opus \u043f\u0440\u043e\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0438\u0437\u2011\u0437\u0430 \u0446\u0435\u043d\u044b); \u043f\u043e\u0434\u0447\u0451\u0440\u043a\u043d\u0443\u0442\u044b\u0435\/\u0436\u0438\u0440\u043d\u044b\u0435\u00a0\u2014 SOTA, \u0447\u0430\u0441\u0442\u044c \u043c\u0435\u0442\u0440\u0438\u043a \u0432\u0437\u044f\u0442\u0430 \u0438\u0437\u00a0\u0442\u0435\u0445\u0440\u0435\u043f\u043e\u0440\u0442\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/p>\n<\/blockquote>\n<h4>\u041a\u0440\u0443\u0442\u0430\u044f \u043e\u0441\u043d\u043e\u0432\u0430 \u0434\u043b\u044f \u0430\u0433\u0435\u043d\u0442\u043e\u0432<\/h4>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0430\u0442\u044c \u043a\u00a0\u0441\u0432\u043e\u0438\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c \u0431\u0435\u0437\u00a0\u0440\u0443\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u043d\u0438\u044f \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432. \u041f\u0440\u0438\u043c\u0435\u0440\u044b \u0432\u00a0\u043e\u0442\u0447\u0451\u0442\u0435: \u0430\u043d\u0430\u043b\u0438\u0437 \u0437\u0430\u0440\u043f\u043b\u0430\u0442 \u0441\u00a0\u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u043c\u0438, \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432, \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0447\u0435\u0440\u0435\u0437 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b, \u0434\u0430\u0436\u0435 \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430\u00a0JS.<\/p>\n<figure class=\"full-width\">\n<div><figcaption>\u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f Minecraft \u043d\u0430\u00a0JS<\/figcaption><\/div>\n<\/figure>\n<ul>\n<li>\n<p><strong>\u0412\u0435\u0441\u0430<\/strong>\u00a0\u2014 <a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2-Instruct-0905\" rel=\"noopener noreferrer nofollow\"><strong>\u043a\u043b\u0438\u043a<\/strong><\/a><\/p>\n<\/li>\n<li>\n<p><strong>\u041e\u0442\u0447\u0435\u0442<\/strong>\u00a0\u2014 <a href=\"https:\/\/moonshotai.github.io\/Kimi-K2\/\" rel=\"noopener noreferrer nofollow\"><strong>\u043a\u043b\u0438\u043a<\/strong><\/a> (\u0442\u0443\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u0431\u0435\u043d\u0447\u0435\u0439, \u0441\u00a0\u0442\u0435\u043b\u0435\u0444\u043e\u043d\u0430 \u0447\u0442\u043e\u00a0\u0442\u043e \u043d\u0435\u00a0\u043c\u043e\u0433\u0443 \u043f\u0440\u0438\u043a\u0440\u0435\u043f\u0438\u0442\u044c \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435)<\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/umaai.site\/\" rel=\"noopener noreferrer nofollow\"><strong>\u0412\u0441\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043a\u0438 \u0442\u0443\u0442<\/strong><\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/t.me\/tch_net\" rel=\"noopener noreferrer nofollow\"><strong>\u0414\u0440\u0443\u0433 \u041e\u043f\u0435\u043d\u0441\u0443\u0440\u0441\u0430<\/strong><\/a><\/p>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \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\/944234\/\"> https:\/\/habr.com\/ru\/articles\/944234\/<\/a><br \/><\/br><\/br><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-474037","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/474037","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=474037"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/474037\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=474037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=474037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=474037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}