{"id":43086,"date":"2026-10-02T21:34:52","date_gmt":"2026-10-02T18:34:52","guid":{"rendered":"https:\/\/www.fl.ru\/projects\/5524241\/-razvertyivanie-lokalnoy-llm-stantsii-dify--ollama-multi-gpu-s-polnoy-setevoy-izolyatsiey-air-gap.html"},"modified":"2026-10-02T21:34:52","modified_gmt":"2026-10-02T18:34:52","slug":"%d1%80%d0%b0%d0%b7%d0%b2%d0%b5%d1%80%d1%82%d1%8b%d0%b2%d0%b0%d0%bd%d0%b8%d0%b5-%d0%bb%d0%be%d0%ba%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d0%b9-llm-%d1%81%d1%82%d0%b0%d0%bd%d1%86%d0%b8%d0%b8-dify-ollama-m","status":"publish","type":"post","link":"https:\/\/texnolenta.ru\/job\/2026\/10\/02\/%d1%80%d0%b0%d0%b7%d0%b2%d0%b5%d1%80%d1%82%d1%8b%d0%b2%d0%b0%d0%bd%d0%b8%d0%b5-%d0%bb%d0%be%d0%ba%d0%b0%d0%bb%d1%8c%d0%bd%d0%be%d0%b9-llm-%d1%81%d1%82%d0%b0%d0%bd%d1%86%d0%b8%d0%b8-dify-ollama-m\/","title":{"rendered":"\u0420\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 LLM-\u0441\u0442\u0430\u043d\u0446\u0438\u0438 (Dify + Ollama, Multi-GPU) \u0441 \u043f\u043e\u043b\u043d\u043e\u0439 \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0435\u0439 (Air-Gap) (\u0434\u043b\u044f \u0432\u0441\u0435\u0445)"},"content":{"rendered":"<p> \u041f\u0440\u043e\u0435\u043a\u0442: \u041b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u0443\u043b\u044c\u0442\u0438\u0430\u0433\u0435\u043d\u0442\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 (LLMOps) \u043d\u0430 \u0431\u0430\u0437\u0435 Dify \u0418\u0449\u0443 \u043e\u043f\u044b\u0442\u043d\u043e\u0433\u043e DevOps\/MLOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430 \u0434\u043b\u044f \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438\u0437 5 AI-\u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u043d\u0430 \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0447\u0435\u0439 \u0441\u0442\u0430\u043d\u0446\u0438\u0438. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u0433\u043e \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e (\u0431\u0435\u0437 \u043e\u0431\u043b\u0430\u043a\u043e\u0432) \u0441 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e\u0439 \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0441\u0442\u0435\u043a: \u0416\u0435\u043b\u0435\u0437\u043e: RTX 3090 (24GB) + RTX 5060Ti (16GB), 64GB RAM, Windows 10\/11 Pro. \u0421\u0442\u0435\u043a: Ollama (2 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u0438\u043d\u0441\u0442\u0430\u043d\u0441\u0430), Dify (\u0447\u0435\u0440\u0435\u0437 Docker Desktop \u0432 WSL 2), Powercom WinPower (\u0434\u043b\u044f \u0418\u0411\u041f). \u041c\u043e\u0434\u0435\u043b\u0438: DeepSeek-R1-Distill-Qwen-32B (GPU 0), Qwen2.5-Coder-14B (GPU 1). \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 (\u041a\u0420\u0418\u0422\u0418\u0427\u041d\u041e): \u0418\u0437\u043e\u043b\u044f\u0446\u0438\u044f (IP Protection): \u041d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043d\u0435 \u0438\u043c\u0435\u043b\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u0432\u043d\u0435\u0448\u043d\u0435\u0439 \u0441\u0435\u0442\u0438. \u0418\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0439 \u0442\u0440\u0430\u0444\u0438\u043a \u043e\u0442 ollama.exe \u043d\u0430 \u0432\u043d\u0435\u0448\u043d\u0438\u0435 IP \u2014 \u043d\u0435 \u0431\u043e\u043b\u0435\u0435 1 \u041a\u0411 \u0437\u0430 5 \u043c\u0438\u043d\u0443\u0442 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438. Multi-GPU: \u0420\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c \u0434\u0432\u0430 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u0438\u043d\u0441\u0442\u0430\u043d\u0441\u0430 Ollama (\u043f\u043e\u0440\u0442\u044b 11434 \u0438 11435) \u043d\u0430 \u0440\u0430\u0437\u043d\u044b\u0445 GPU. Dify: \u0420\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c 5 Chat-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 (\u043d\u0435 Workflow!) \u0441 \u0433\u043e\u0442\u043e\u0432\u044b\u043c\u0438 \u0437\u0430\u0433\u043b\u0443\u0448\u043a\u0430\u043c\u0438 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432. \u0418\u0411\u041f: \u041d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 graceful shutdown \u0447\u0435\u0440\u0435\u0437 WinPower \u043f\u0440\u0438 \u043e\u0442\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0438 \u043f\u0438\u0442\u0430\u043d\u0438\u044f (\u0442\u0430\u0439\u043c\u0435\u0440 5 \u043c\u0438\u043d\u0443\u0442 + \u0441\u0442\u0440\u0430\u0445\u043e\u0432\u043a\u0430 \u043f\u043e \u0437\u0430\u0440\u044f\u0434\u0443 30%).  <\/p>\n","protected":false},"excerpt":{"rendered":"<p> \u041f\u0440\u043e\u0435\u043a\u0442: \u041b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u0443\u043b\u044c\u0442\u0438\u0430\u0433\u0435\u043d\u0442\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 (LLMOps) \u043d\u0430 \u0431\u0430\u0437\u0435 Dify \u0418\u0449\u0443 \u043e\u043f\u044b\u0442\u043d\u043e\u0433\u043e DevOps\/MLOps-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430 \u0434\u043b\u044f \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438\u0437 5 AI-\u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u043d\u0430 \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0447\u0435\u0439 \u0441\u0442\u0430\u043d\u0446\u0438\u0438. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u0433\u043e \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e (\u0431\u0435\u0437 \u043e\u0431\u043b\u0430\u043a\u043e\u0432) \u0441 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e\u0439&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[593],"class_list":["post-43086","post","type-post","status-publish","format-standard","hentry","category-flrusoft","tag--devops"],"_links":{"self":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts\/43086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/comments?post=43086"}],"version-history":[{"count":0,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts\/43086\/revisions"}],"wp:attachment":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/media?parent=43086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/categories?post=43086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/tags?post=43086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}