{"id":2763,"date":"2026-01-09T22:18:32","date_gmt":"2026-01-09T19:18:32","guid":{"rendered":"https:\/\/x0ct.com\/ai\/?p=2763"},"modified":"2026-01-09T22:18:32","modified_gmt":"2026-01-09T19:18:32","slug":"malenkaya-no-moshhnaya-model-dlya-razrabotki-onprem-agentov-dlya-menya-eto-qwen3-4b-instruct-2507-o","status":"publish","type":"post","link":"https:\/\/x0ct.com\/ai\/?p=2763","title":{"rendered":"\u041c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f, \u043d\u043e \u043c\u043e\u0449\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043e\u043d\u043f\u0440\u0435\u043c-\u0430\u0433\u0435\u043d\u0442\u043e\u0432.\n\n\u0414\u043b\u044f \u043c\u0435\u043d\u044f \u044d\u0442\u043e Qwen3-4B-Instruct-2507. \n\n\u041e"},"content":{"rendered":"<p><b>\u041c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f, \u043d\u043e \u043c\u043e\u0449\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043e\u043d\u043f\u0440\u0435\u043c-\u0430\u0433\u0435\u043d\u0442\u043e\u0432.<br \/>\n<\/b><br \/>\n\u0414\u043b\u044f \u043c\u0435\u043d\u044f \u044d\u0442\u043e <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-4B-Instruct-2507\" target=\"_blank\" rel=\"noopener\">Qwen3-4B-Instruct-2507<\/a>. <\/p>\n<p>\u041e\u0442\u043b\u0438\u0447\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 (\u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u043a \u043f\u043e\u0441\u0442\u0443 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430), \u0430 \u043a\u043e\u0433\u0434\u0430 <b>\u0432 \u0440\u0435\u0436\u0438\u043c\u0435 ReAct \u0432\u044b\u0434\u0430\u0451\u0442 \u0440\u0430\u0437\u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f<\/b> (\u043d\u0430 \u0440\u0443\u0441\u0441\u043a\u043e\u043c \u044f\u0437\u044b\u043a\u0435!) \u2013 \u0441\u043b\u0430\u0431\u043e \u0432\u0435\u0440\u0438\u0442\u0441\u044f, \u0447\u0442\u043e \u044d\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b\u0430 \u043c\u043e\u0434\u0435\u043b\u044c\u043a\u0430 <b>\u0432\u0441\u0435\u0433\u043e \u043d\u0430 4 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432<\/b> (\u0430 \u0442\u0443\u0442 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e \u043d\u0435 \u0434\u0430\u043c \u2013 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435 \u0441\u0430\u043c\u0438 <i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/F09F988A.png')\"><b>\ud83d\ude0a<\/b><\/i>).<\/p>\n<p>\u041c\u043e\u0434\u0435\u043b\u044c \u043d\u0430\u0441\u0442\u043e\u043b\u044c\u043a\u043e \u0445\u043e\u0440\u043e\u0448\u0430, \u0447\u0442\u043e \u043f\u043e BFCL (\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441 tools) \u0435\u0439 \u0443\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u0434\u0430\u0436\u0435 \u0441\u0442\u0430\u0440\u0448\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u0438\u0437 \u0442\u043e\u0439 \u0436\u0435 \u043b\u0438\u043d\u0435\u0439\u043a\u0438 \u2013 <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-30B-A3B-Instruct-2507\" target=\"_blank\" rel=\"noopener\">Qwen3-30B-A3B-Instruct-2507<\/a> \u0438 <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-235B-A22B-Instruct-2507\" target=\"_blank\" rel=\"noopener\">Qwen3-235B-A22B-Instruct-2507<\/a>.<\/p>\n<p>\u041d\u0430 23Gb \u0432\u0438\u0434\u0435\u043e\u043f\u0430\u043c\u044f\u0442\u0438 \u0432 vllm \u043c\u043e\u0434\u0435\u043b\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432 8 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u0441 64\u043a \u0442\u043e\u043a\u0435\u043d\u0430\u043c\u0438 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430. \u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u043d\u043e, \u043c\u043e\u0436\u043d\u043e \u0447\u0443\u0442\u044c \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432\/\u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442.<\/p>\n<p>\u041f\u043e\u0434\u0435\u043b\u0438\u0442\u0435\u0441\u044c \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 <b>\u0441\u0432\u043e\u0438\u043c\u0438 \u043d\u0430\u0445\u043e\u0434\u043a\u0430\u043c\u0438 \u0441\u0440\u0435\u0434\u0438 open source \u043c\u043e\u0434\u0435\u043b\u0435\u0439?<\/b> \u0412 \u0438\u0434\u0435\u0430\u043b\u0435 \u2013 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441\u043e \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u043c\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f. \u0420\u0430\u0437\u044b\u0441\u043a\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0447\u0442\u043e-\u0442\u043e \u043a\u0440\u0443\u0447\u0435 \u0433\u0435\u0440\u043e\u044f \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0435\u0433\u043e \u043f\u043e\u0441\u0442\u0430 \ud83d\ude42<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041c\u0430\u043b\u0435\u043d\u044c\u043a\u0430\u044f, \u043d\u043e \u043c\u043e\u0449\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043e\u043d\u043f\u0440\u0435\u043c-\u0430\u0433\u0435\u043d\u0442\u043e\u0432. \u0414\u043b\u044f \u043c\u0435\u043d\u044f \u044d\u0442\u043e Qwen3-4B-Instruct-2507. \u041e\u0442\u043b\u0438\u0447\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 (\u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u043a \u043f\u043e\u0441\u0442\u0443 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430), \u0430 \u043a\u043e\u0433\u0434\u0430 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 ReAct \u0432\u044b\u0434\u0430\u0451\u0442 \u0440\u0430\u0437\u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f (\u043d\u0430 \u0440\u0443\u0441\u0441\u043a\u043e\u043c \u044f\u0437\u044b\u043a\u0435!) \u2013 \u0441\u043b\u0430\u0431\u043e \u0432\u0435\u0440\u0438\u0442\u0441\u044f, \u0447\u0442\u043e \u044d\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b\u0430 \u043c\u043e\u0434\u0435\u043b\u044c\u043a\u0430 \u0432\u0441\u0435\u0433\u043e \u043d\u0430 4 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 (\u0430 \u0442\u0443\u0442 \u0434\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e \u043d\u0435 \u0434\u0430\u043c \u2013 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435 \u0441\u0430\u043c\u0438 \ud83d\ude0a). \u041c\u043e\u0434\u0435\u043b\u044c \u043d\u0430\u0441\u0442\u043e\u043b\u044c\u043a\u043e \u0445\u043e\u0440\u043e\u0448\u0430, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2762,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/2763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2763"}],"version-history":[{"count":0,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/2763\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/media\/2762"}],"wp:attachment":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}