{"id":6587,"date":"2026-06-21T22:59:16","date_gmt":"2026-06-21T17:59:16","guid":{"rendered":"https:\/\/cifrum.kz\/ollama-2026-ornatu-kadamdyk-nuskaulyk\/"},"modified":"2026-06-21T23:14:15","modified_gmt":"2026-06-21T18:14:15","slug":"ollama-2026-ornatu-kadamdyk-nuskaulyk","status":"publish","type":"post","link":"https:\/\/cifrum.kz\/kk\/ollama-2026-ornatu-kadamdyk-nuskaulyk\/","title":{"rendered":"Ollama-\u043d\u044b 2026 \u0436\u044b\u043b\u044b \u043e\u0440\u043d\u0430\u0442\u0443: \u049b\u0430\u0434\u0430\u043c\u0434\u044b\u049b \u043d\u04b1\u0441\u049b\u0430\u0443\u043b\u044b\u049b"},"content":{"rendered":"\n<p class=\"has-large-font-size wp-block-paragraph\"><strong>Ollama \u0442\u0456\u043b \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0456\u043d \u04e9\u0437 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0456\u04a3\u0456\u0437\u0434\u0435 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443\u0493\u0430 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0435\u0434\u0456<\/strong>: \u0416\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04af\u043b\u0433\u0456\u0433\u0435 \u0441\u04b1\u0440\u0430\u0443\u043b\u0430\u0440 \u04af\u0448\u0456\u043d\u0448\u0456 \u0442\u0430\u0440\u0430\u043f \u0431\u04b1\u043b\u0442\u0442\u044b\u049b \u0447\u0430\u0442\u044b\u043d\u0430 \u043c\u04d9\u0442\u0456\u043d\u0434\u0456 \u0436\u0456\u0431\u0435\u0440\u043c\u0435\u0439 \u04e9\u04a3\u0434\u0435\u043b\u0435\u0434\u0456. \u0411\u04b1\u043b \u043d\u04b1\u0441\u049b\u0430\u0443\u043b\u044b\u049b\u0442\u0430 Ollama-\u043d\u044b macOS \u043d\u0435\u043c\u0435\u0441\u0435 Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u043e\u0440\u043d\u0430\u0442\u0430\u043c\u044b\u0437, \u0431\u0456\u0440\u0456\u043d\u0448\u0456 \u04af\u043b\u0433\u0456\u043d\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0430\u043c\u044b\u0437, API \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0435\u043c\u0456\u0437 \u0436\u04d9\u043d\u0435 \u049b\u0430\u0436\u0435\u0442 \u0431\u043e\u043b\u0441\u0430 Open WebUI \u0433\u0440\u0430\u0444\u0438\u043a\u0430\u043b\u044b\u049b \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456\u043d \u049b\u043e\u0441\u0430\u043c\u044b\u0437.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>2026 \u0436\u044b\u043b\u0493\u044b 21 \u043c\u0430\u0443\u0441\u044b\u043c\u0434\u0430\u0493\u044b \u043c\u04d9\u043b\u0456\u043c\u0435\u0442 \u0431\u043e\u0439\u044b\u043d\u0448\u0430.<\/strong> \u0421\u043e\u04a3\u0493\u044b \u0442\u04b1\u0440\u0430\u049b\u0442\u044b \u0448\u044b\u0493\u0430\u0440\u044b\u043b\u044b\u043c \u2014 17 \u043c\u0430\u0443\u0441\u044b\u043c\u0434\u0430 \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u0493\u0430\u043d <a href=\"https:\/\/github.com\/ollama\/ollama\/releases\/tag\/v0.30.10\" target=\"_blank\" rel=\"noopener\">Ollama v0.30.10<\/a>. \u0411\u043e\u043b\u0430\u0448\u0430\u049b \u043d\u04b1\u0441\u049b\u0430\u043b\u0430\u0440\u0434\u0430 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u043f\u0435\u043d \u043f\u04d9\u0440\u043c\u0435\u043d\u0434\u0435\u0440 \u04e9\u0437\u0433\u0435\u0440\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Ollama \u0434\u0435\u0433\u0435\u043d\u0456\u043c\u0456\u0437 \u043d\u0435 \u0436\u04d9\u043d\u0435 \u043e\u043b \u043d\u0435 \u04af\u0448\u0456\u043d \u049b\u0430\u0436\u0435\u0442?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama \u2014 \u0430\u0448\u044b\u049b \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u0436\u04af\u043a\u0442\u0435\u043f, \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443\u0493\u0430 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d \u0442\u0435\u0433\u0456\u043d \u049b\u04b1\u0440\u0430\u043b. <a href=\"https:\/\/ollama.com\/models\" target=\"_blank\" rel=\"noopener\">\u0420\u0435\u0441\u043c\u0438 \u043a\u0456\u0442\u0430\u043f\u0445\u0430\u043d\u0430\u0434\u0430<\/a> Qwen, Llama, DeepSeek, Gemma, Mistral \u0436\u04d9\u043d\u0435 \u0431\u0430\u0441\u049b\u0430 \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440 \u0431\u0430\u0440. Ollama \u043c\u043e\u0434\u0435\u043b\u044c \u0444\u0430\u0439\u043b\u0434\u0430\u0440\u044b\u043d \u0431\u0430\u0441\u049b\u0430\u0440\u0430\u0434\u044b, \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0434\u0456 GPU \u0436\u0435\u0434\u0435\u043b\u0434\u0435\u0442\u0443\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0434\u044b \u0436\u04d9\u043d\u0435 <code>http:\/\/localhost:11434<\/code> \u043c\u0435\u043a\u0435\u043d\u0436\u0430\u0439\u044b\u043d\u0434\u0430 \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 API \u04b1\u0441\u044b\u043d\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0416\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04af\u043b\u0433\u0456\u043d\u0456 \u0436\u04af\u043a\u0442\u0435\u0433\u0435\u043d\u043d\u0435\u043d \u043a\u0435\u0439\u0456\u043d \u049b\u0430\u043b\u044b\u043f\u0442\u044b \u0434\u0438\u0430\u043b\u043e\u0433 \u04af\u0448\u0456\u043d \u0418\u043d\u0442\u0435\u0440\u043d\u0435\u0442 \u049b\u0430\u0436\u0435\u0442 \u0435\u043c\u0435\u0441. \u0414\u0435\u0433\u0435\u043d\u043c\u0435\u043d, \u043e\u043b \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0434\u0456 \u043e\u0440\u043d\u0430\u0442\u0443, \u0436\u0430\u04a3\u0430\u0440\u0442\u0443 \u0436\u04d9\u043d\u0435 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u0443 \u04af\u0448\u0456\u043d \u049b\u0430\u0436\u0435\u0442. \u0411\u04b1\u0493\u0430\u043d \u049b\u043e\u0441\u0430, Ollama-\u0434\u0430 \u0431\u04b1\u043b\u0442 \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0456 \u0431\u0430\u0440: \u0435\u0433\u0435\u0440 \u049b\u04b1\u043f\u0438\u044f\u043b\u044b\u043b\u044b\u049b \u0430\u043b\u0430\u04a3\u0434\u0430\u0443\u0448\u044b\u043b\u044b\u049b \u0442\u0443\u0434\u044b\u0440\u0441\u0430, \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04af\u043b\u0433\u0456 \u0442\u0435\u0433\u0456\u043d \u0442\u0430\u04a3\u0434\u0430\u043f, \u0441\u04b1\u0440\u0430\u0443 \u049b\u0430\u0439 \u0436\u0435\u0440\u0434\u0435 \u0436\u0430\u0441\u0430\u043b\u044b\u043f \u0436\u0430\u0442\u049b\u0430\u043d\u044b\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0416\u04af\u0439\u0435 \u0442\u0430\u043b\u0430\u043f\u0442\u0430\u0440\u044b: \u049b\u0430\u043d\u0448\u0430 \u0436\u0430\u0434 \u049b\u0430\u0436\u0435\u0442 \u0431\u043e\u043b\u0430\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0435\u0441\u043c\u0438 \u049b\u04b1\u0436\u0430\u0442\u0442\u0430\u043c\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043b\u044b\u049b \u0436\u04af\u0439\u0435 \u043c\u0435\u043d GPU \u04af\u0439\u043b\u0435\u0441\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d\u0435 \u049b\u043e\u0439\u044b\u043b\u0430\u0442\u044b\u043d \u0442\u0430\u043b\u0430\u043f\u0442\u0430\u0440\u0434\u044b \u043a\u04e9\u0440\u0441\u0435\u0442\u0435\u0434\u0456, \u0431\u0456\u0440\u0430\u049b \u04d9\u043c\u0431\u0435\u0431\u0430\u043f \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434 \u043d\u0435\u043c\u0435\u0441\u0435 VRAM \u043c\u0438\u043d\u0438\u043c\u0443\u043c\u044b\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u043f\u0435\u0439\u0434\u0456. \u0416\u0430\u0434\u0442\u044b \u0442\u04b1\u0442\u044b\u043d\u0443 \u04af\u043b\u0433\u0456 \u04e9\u043b\u0448\u0435\u043c\u0456\u043d\u0435, \u043a\u0432\u0430\u043d\u0442\u0442\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043c\u04d9\u0442\u0456\u043d\u043c\u04d9\u043d \u04b1\u0437\u044b\u043d\u0434\u044b\u0493\u044b\u043d\u0430 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b. \u0421\u043e\u043d\u0434\u044b\u049b\u0442\u0430\u043d \u0442\u04e9\u043c\u0435\u043d\u0434\u0435\u0433\u0456 \u043a\u0435\u0441\u0442\u0435 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043a\u0435\u043f\u0456\u043b\u0456 \u0435\u043c\u0435\u0441, \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u043d\u04b1\u0441\u049b\u0430\u0443\u043b\u044b\u049b \u0431\u043e\u043b\u044b\u043f \u0442\u0430\u0431\u044b\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f<\/th><th>\u049a\u0430\u0439\u0434\u0430\u043d \u0431\u0430\u0441\u0442\u0430\u0443 \u043a\u0435\u0440\u0435\u043a<\/th><th>\u0422\u04af\u0441\u0456\u043d\u0456\u043a\u0442\u0435\u043c\u0435<\/th><\/tr><\/thead><tbody><tr><td>8 \u0413\u0411 \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434\u044b<\/td><td><code>llama3.2:1b<\/code> \u043d\u0435\u043c\u0435\u0441\u0435 <code>llama3.2:3b<\/code><\/td><td>\u0422\u0430\u043d\u044b\u0441\u0443 \u04af\u0448\u0456\u043d \u049b\u043e\u043b\u0430\u0439\u043b\u044b; \u0430\u0443\u044b\u0440 \u049b\u043e\u043b\u0434\u0430\u043d\u0431\u0430\u043b\u0430\u0440\u0434\u044b \u0436\u0430\u0431\u044b\u04a3\u044b\u0437<\/td><\/tr><tr><td>16 \u0413\u0411 \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434\u044b \/ \u0431\u0456\u0440\u044b\u04a3\u0493\u0430\u0439 \u0436\u0430\u0434\u044b<\/td><td><code>qwen3:4b<\/code>, \u041a\u0435\u0439\u0434\u0435 <code>qwen3:8b<\/code><\/td><td>\u042b\u049b\u0448\u0430\u043c \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440 \u04af\u0448\u0456\u043d \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u043c\u0438\u043d\u0438\u043c\u0443\u043c<\/td><\/tr><tr><td>32 \u0413\u0411<\/td><td>8B\u201314B \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0456<\/td><td>\u041c\u04d9\u0442\u0456\u043d\u043c\u04d9\u043d\u0434\u0456\u043a \u0436\u04d9\u043d\u0435 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u0434\u0456 \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u0430\u0440 \u04af\u0448\u0456\u043d \u043a\u04e9\u0431\u0456\u0440\u0435\u043a \u0431\u043e\u0441 \u043e\u0440\u044b\u043d<\/td><\/tr><tr><td>32\u201364 \u0413\u0411 \u0436\u04d9\u043d\u0435 \u043e\u0434\u0430\u043d \u0434\u0430 \u043a\u04e9\u043f<\/td><td><code>qwen3:30b<\/code>, <code>qwen3-coder:30b<\/code><\/td><td>\u04ae\u043b\u0433\u0456 \u0444\u0430\u0439\u043b\u044b \u0448\u0430\u043c\u0430\u043c\u0435\u043d 19 \u0413\u0411 \u049b\u04b1\u0440\u0430\u0439\u0434\u044b, \u0431\u0456\u0440\u0430\u049b \u049b\u043e\u0441\u044b\u043c\u0448\u0430 \u0436\u0430\u0434 \u049b\u0430\u0436\u0435\u0442<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>macOS:<\/strong> macOS Sonoma 14 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0430\u04a3\u0430\u0440\u0430\u049b \u043d\u04b1\u0441\u049b\u0430 \u049b\u0430\u0436\u0435\u0442. Apple Silicon GPU-\u0434\u044b Metal \u0436\u04d9\u043d\u0435 \u0431\u0456\u0440\u044b\u04a3\u0493\u0430\u0439 \u0436\u0430\u0434 \u0430\u0440\u049b\u044b\u043b\u044b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0434\u044b; Intel Mac CPU \u0440\u0435\u0436\u0438\u043c\u0456\u043d\u0434\u0435 \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439\u0434\u0456.<\/li><li><strong>Windows:<\/strong> Windows 10 22H2 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0430\u04a3\u0430\u0440\u0430\u049b \u043d\u04b1\u0441\u049b\u0430 \u049b\u0430\u0436\u0435\u0442. \u041e\u0440\u043d\u0430\u0442\u0443\u0448\u044b \u04d9\u043a\u0456\u043c\u0448\u0456 \u049b\u04b1\u049b\u044b\u0493\u044b\u043d\u0441\u044b\u0437 \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439\u0434\u0456.<\/li><li><strong>NVIDIA:<\/strong> <a href=\"https:\/\/docs.ollama.com\/gpu\" target=\"_blank\" rel=\"noopener\">\u0440\u0435\u0441\u043c\u0438 \u04af\u0439\u043b\u0435\u0441\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0456\u0437\u0456\u043c\u0456\u043d\u0435<\/a> \u0441\u04d9\u0439\u043a\u0435\u0441 compute capability 5.0+ \u0436\u04d9\u043d\u0435 \u04e9\u0437\u0435\u043a\u0442\u0456 \u0434\u0440\u0430\u0439\u0432\u0435\u0440 \u049b\u0430\u0436\u0435\u0442; \u0436\u0430\u04a3\u0430 \u043d\u04b1\u0441\u049b\u0430\u043b\u0430\u0440 \u04af\u0448\u0456\u043d \u049b\u04b1\u0436\u0430\u0442\u0442\u0430\u043c\u0430\u0434\u0430 531+ \u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u043b\u0433\u0435\u043d.<\/li><li><strong>\u0414\u0438\u0441\u043a:<\/strong> Windows \u043e\u0440\u043d\u0430\u0442\u0443\u044b\u043d\u0430 \u043a\u0435\u043c\u0456\u043d\u0434\u0435 4 \u0413\u0411 \u043a\u0435\u0440\u0435\u043a, \u0430\u043b \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440 \u0436\u04af\u0437\u0434\u0435\u0433\u0435\u043d \u043c\u0435\u0433\u0430\u0431\u0430\u0439\u0442\u0442\u0430\u043d \u043e\u043d\u0434\u0430\u0493\u0430\u043d \u0436\u04d9\u043d\u0435 \u0436\u04af\u0437\u0434\u0435\u0433\u0435\u043d \u0433\u0438\u0433\u0430\u0431\u0430\u0439\u0442\u049b\u0430 \u0434\u0435\u0439\u0456\u043d \u043e\u0440\u044b\u043d \u0430\u043b\u0430\u0434\u044b.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">1-\u049b\u0430\u0434\u0430\u043c: Ollama \u049b\u043e\u043b\u0434\u0430\u043d\u0431\u0430\u0441\u044b\u043d macOS \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u043e\u0440\u043d\u0430\u0442\u044b\u04a3\u044b\u0437<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u04a3 \u043e\u04a3\u0430\u0439 \u0436\u043e\u043b\u044b \u2014 <a href=\"https:\/\/ollama.com\/download\/mac\" target=\"_blank\" rel=\"noopener\">\u0440\u0435\u0441\u043c\u0438 \u0436\u04af\u043a\u0442\u0435\u0443 \u0431\u0435\u0442\u0456\u043d<\/a> \u0430\u0448\u044b\u043f, <code>Ollama.dmg<\/code> \u0444\u0430\u0439\u043b\u044b\u043d \u0436\u04af\u043a\u0442\u0435\u0443, \u049b\u043e\u043b\u0434\u0430\u043d\u0431\u0430\u043d\u044b Applications \u049b\u0430\u043b\u0442\u0430\u0441\u044b\u043d\u0430 \u0436\u044b\u043b\u0436\u044b\u0442\u0443 \u0436\u04d9\u043d\u0435 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443. \u0410\u043b\u0493\u0430\u0448\u049b\u044b \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u049b\u0430\u043d\u0434\u0430 Ollama <code>ollama<\/code> \u043f\u04d9\u0440\u043c\u0435\u043d\u0456\u043d \u0436\u04af\u0439\u0435\u043b\u0456\u043a <code>PATH<\/code> \u0456\u0448\u0456\u043d\u0435 \u049b\u043e\u0441\u0443\u0434\u044b \u04b1\u0441\u044b\u043d\u0430\u0434\u044b.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/06\/ollama-install-macos-kk.png\" alt=\"Ollama-\u043d\u044b macOS \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u043e\u0440\u043d\u0430\u0442\u0443 \u0436\u04d9\u043d\u0435 Terminal \u0456\u0448\u0456\u043d\u0434\u0435 \u043d\u04b1\u0441\u049b\u0430\u0441\u044b\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0443\"\/><figcaption class=\"wp-element-caption\">\u0420\u0435\u0441\u043c\u0438 DMG \u2014 Ollama-\u043d\u044b macOS \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u043e\u0440\u043d\u0430\u0442\u0443\u0434\u044b\u04a3 \u0435\u04a3 \u043e\u04a3\u0430\u0439 \u0436\u043e\u043b\u044b, \u0430\u043b Terminal \u043f\u04d9\u0440\u043c\u0435\u043d\u0456 \u04d9\u0437\u0456\u0440\u043b\u0435\u0443\u0448\u0456\u043b\u0435\u0440\u0433\u0435 \u044b\u04a3\u0493\u0430\u0439\u043b\u044b.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u0430\u043b\u0430\u043c\u0430 \u0440\u0435\u0441\u043c\u0438 \u04d9\u0434\u0456\u0441 &#8212; \u0431\u0456\u0440 \u043f\u04d9\u0440\u043c\u0435\u043d\u043c\u0435\u043d \u043e\u0440\u043d\u0430\u0442\u0443:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -fsSL https:\/\/ollama.com\/install.sh | sh<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama Homebrew \u0430\u0440\u049b\u044b\u043b\u044b \u0434\u0430 \u049b\u043e\u043b \u0436\u0435\u0442\u0456\u043c\u0434\u0456, \u0431\u0456\u0440\u0430\u049b \u0431\u04b1\u043b \u04af\u0448\u0456\u043d\u0448\u0456 \u0442\u0430\u0440\u0430\u043f \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u0430\u043a\u0435\u0442\u0456. \u0415\u0433\u0435\u0440 \u0441\u0456\u0437 Homebrew \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043f \u0436\u0430\u0442\u0441\u0430\u04a3\u044b\u0437:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install ollama<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0440\u043d\u0430\u0442\u049b\u0430\u043d\u043d\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u0422\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u0434\u044b \u0436\u0430\u0431\u044b\u04a3\u044b\u0437 \u0436\u04d9\u043d\u0435 \u049b\u0430\u0439\u0442\u0430 \u0430\u0448\u044b\u04a3\u044b\u0437, \u0441\u043e\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u043d\u04b1\u0441\u049b\u0430\u043d\u044b \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama --version<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">2-\u049b\u0430\u0434\u0430\u043c: Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435 Ollama \u043e\u0440\u043d\u0430\u0442\u044b\u04a3\u044b\u0437<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u0443 \u04b1\u0441\u044b\u043d\u044b\u043b\u0430\u0434\u044b <code>OllamaSetup.exe<\/code> \u0431\u0456\u0440\u0433\u0435 <a href=\"https:\/\/ollama.com\/download\/windows\" target=\"_blank\" rel=\"noopener\">\u0440\u0435\u0441\u043c\u0438 \u043f\u0430\u0440\u0430\u049b\u0448\u0430\u0441\u044b<\/a>. v0.30.10 \u0448\u044b\u0493\u0430\u0440\u044b\u043b\u044b\u043c\u044b\u043d\u0434\u0430 \u0444\u0430\u0439\u043b \u0448\u0430\u043c\u0430\u043c\u0435\u043d 1,3 \u0413\u0411 \u043e\u0440\u044b\u043d \u0430\u043b\u0430\u0434\u044b. \u041e\u0440\u043d\u0430\u0442\u0443\u0448\u044b \u04d9\u043a\u0456\u043c\u0448\u0456 \u049b\u04b1\u049b\u044b\u049b\u0442\u0430\u0440\u044b\u043d \u0442\u0430\u043b\u0430\u043f \u0435\u0442\u043f\u0435\u0439\u0434\u0456 \u0436\u04d9\u043d\u0435 \u04d9\u0434\u0435\u043f\u043a\u0456 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043d\u044b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0448\u044b\u043d\u044b\u04a3 \u04af\u0439 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u044b\u043d\u0430 \u043e\u0440\u043d\u0430\u043b\u0430\u0441\u0442\u044b\u0440\u0430\u0434\u044b.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/06\/ollama-install-windows-kk.png\" alt=\"Ollama-\u043d\u044b Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u043e\u0440\u043d\u0430\u0442\u0443\u0448\u044b \u043d\u0435\u043c\u0435\u0441\u0435 PowerShell \u0430\u0440\u049b\u044b\u043b\u044b \u043e\u0440\u043d\u0430\u0442\u0443\"\/><figcaption class=\"wp-element-caption\">Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435 Ollama-\u043d\u044b OllamaSetup.exe \u0444\u0430\u0439\u043b\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u0440\u0435\u0441\u043c\u0438 PowerShell \u043f\u04d9\u0440\u043c\u0435\u043d\u0456 \u0430\u0440\u049b\u044b\u043b\u044b \u043e\u0440\u043d\u0430\u0442\u0443\u0493\u0430 \u0431\u043e\u043b\u0430\u0434\u044b.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">PowerShell \u0430\u0440\u049b\u044b\u043b\u044b \u0440\u0435\u0441\u043c\u0438 \u043e\u0440\u043d\u0430\u0442\u0443:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>irm https:\/\/ollama.com\/install.ps1 | iex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u044f\u049b\u0442\u0430\u0493\u0430\u043d\u043d\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u0436\u0430\u04a3\u0430 PowerShell \u0442\u0435\u0440\u0435\u0437\u0435\u0441\u0456\u043d \u0430\u0448\u044b\u043f, \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama --version<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u041c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u0431\u0430\u0441\u049b\u0430 \u0434\u0438\u0441\u043a\u0456\u0433\u0435 \u049b\u0430\u043b\u0430\u0439 \u0442\u0430\u0441\u044b\u043c\u0430\u043b\u0434\u0430\u0443\u0493\u0430 \u0431\u043e\u043b\u0430\u0434\u044b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">C \u0434\u0438\u0441\u043a\u0456\u0441\u0456\u043d\u0434\u0435 \u043e\u0440\u044b\u043d \u0430\u0437 \u0431\u043e\u043b\u0441\u0430, \u00ab\u0422\u0456\u0440\u043a\u0435\u043b\u0433\u0456\u0433\u0435 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d \u043e\u0440\u0442\u0430 \u0430\u0439\u043d\u044b\u043c\u0430\u043b\u044b\u043b\u0430\u0440\u044b\u043d \u04e9\u0437\u0433\u0435\u0440\u0442\u0443\u00bb \u0431\u04e9\u043b\u0456\u043c\u0456\u043d \u0430\u0448\u044b\u043f, <code>OLLAMA_MODELS<\/code> \u0430\u0439\u043d\u044b\u043c\u0430\u043b\u044b\u0441\u044b\u043d \u0436\u0430\u0441\u0430\u04a3\u044b\u0437 \u0436\u04d9\u043d\u0435, \u043c\u044b\u0441\u0430\u043b\u044b, <code>D:\\OllamaModels<\/code> \u0436\u043e\u043b\u044b\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u04a3\u0456\u0437. \u0421\u0430\u049b\u0442\u0430\u0493\u0430\u043d\u043d\u0430\u043d \u043a\u0435\u0439\u0456\u043d Ollama-\u043d\u044b \u0436\u04af\u0439\u0435\u043b\u0456\u043a \u043d\u0430\u0443\u0430\u0434\u0430 \u0442\u043e\u043b\u044b\u049b \u0436\u0430\u0443\u044b\u043f, \u049b\u0430\u0439\u0442\u0430 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437. \u0411\u04b1\u043b \u0442\u04d9\u0440\u0442\u0456\u043f <a href=\"https:\/\/docs.ollama.com\/windows\" target=\"_blank\" rel=\"noopener\">Windows \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0435 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d Ollama \u049b\u04b1\u0436\u0430\u0442\u0442\u0430\u043c\u0430\u0441\u044b\u043d\u0434\u0430<\/a> \u0431\u0435\u0440\u0456\u043b\u0433\u0435\u043d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Linux \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435 \u043e\u0440\u043d\u0430\u0442\u0443<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u04e9\u043f\u0442\u0435\u0433\u0435\u043d Linux \u0436\u04af\u0439\u0435\u043b\u0435\u0440\u0456 \u04af\u0448\u0456\u043d \u0440\u0435\u0441\u043c\u0438 \u0436\u043e\u0431\u0430 \u0431\u0456\u0440\u0434\u0435\u0439 \u043e\u0440\u043d\u0430\u0442\u0443 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439\u0456\u043d \u04b1\u0441\u044b\u043d\u0430\u0434\u044b:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -fsSL https:\/\/ollama.com\/install.sh | sh<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0440\u043d\u0430\u0442\u049b\u0430\u043d\u043d\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u049b\u044b\u0437\u043c\u0435\u0442\u0442\u0456 \u043f\u04d9\u0440\u043c\u0435\u043d\u0434\u0435\u0440 \u0430\u0440\u049b\u044b\u043b\u044b \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437 <code>ollama --version<\/code> \u0416\u04d9\u043d\u0435 <code>systemctl status ollama<\/code>. NVIDIA, AMD \u0436\u04d9\u043d\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0442\u0456\u043a Vulkan \u04af\u0448\u0456\u043d \u0441\u043e\u04a3\u0493\u044b\u0441\u044b\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437 <a href=\"https:\/\/docs.ollama.com\/gpu\" target=\"_blank\" rel=\"noopener\">\u0430\u043f\u043f\u0430\u0440\u0430\u0442\u0442\u044b\u049b \u049b\u043e\u043b\u0434\u0430\u0443 \u0431\u0435\u0442\u0456<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3-\u049b\u0430\u0434\u0430\u043c. \u0411\u0456\u0440\u0456\u043d\u0448\u0456 \u04af\u043b\u0433\u0456\u043d\u0456 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u044b\u043f, \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u043c\u0430\u043d\u0434\u0430 <code>ollama run<\/code> \u0430\u043b\u0434\u044b\u043c\u0435\u043d \u04af\u043b\u0433\u0456\u043d\u0456 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u0430\u0434\u044b, \u0441\u043e\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u0442\u0456 \u0447\u0430\u0442\u0442\u044b \u0430\u0448\u0430\u0434\u044b. 8 \u0413\u0411 \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434\u044b \u0431\u0430\u0440 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440 \u04af\u0448\u0456\u043d \u044b\u049b\u0448\u0430\u043c Llama 3.2 \u043d\u04b1\u0441\u049b\u0430\u0441\u044b\u043d\u0430\u043d \u0431\u0430\u0441\u0442\u0430\u0443 \u049b\u0430\u0443\u0456\u043f\u0441\u0456\u0437:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama run llama3.2:3b<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">16 \u0413\u0411 \u0436\u0430\u0434 \u04af\u0448\u0456\u043d \u0441\u0456\u0437 \u043a\u04e9\u0440\u0456\u04a3\u0456\u0437 <code>qwen3:4b<\/code>, \u0436\u04d9\u043d\u0435 \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0442\u0456 \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0443\u043c\u0435\u043d &#8212; <code>qwen3:8b<\/code>:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama run qwen3:4b\nollama run qwen3:8b<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/06\/ollama-model-selection-kk.png\" alt=\"Ollama \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0456\u043d \u043a\u04e9\u043b\u0435\u043c\u0456 \u043c\u0435\u043d \u043c\u0456\u043d\u0434\u0435\u0442\u0456 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443\"\/><figcaption class=\"wp-element-caption\">\u0428\u0430\u0493\u044b\u043d \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u043d \u0431\u0430\u0441\u0442\u0430\u04a3\u044b\u0437 \u0436\u04d9\u043d\u0435 RAM \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0456\u0440\u044b\u04a3\u0493\u0430\u0439 \u0436\u0430\u0434 \u049b\u043e\u0440\u044b \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0442\u0456 \u0431\u043e\u043b\u0493\u0430\u043d\u0434\u0430 \u0493\u0430\u043d\u0430 \u04af\u043b\u043a\u0435\u043d \u043c\u043e\u0434\u0435\u043b\u044c\u0433\u0435 \u043a\u04e9\u0448\u0456\u04a3\u0456\u0437.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u04b1\u0440\u0430\u0443\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u0441\u04b1\u0440\u0430\u049b \u0435\u043d\u0433\u0456\u0437\u0456\u04a3\u0456\u0437 <code>&gt;&gt;&gt;<\/code>. \u041f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0434\u0430\u043d \u0448\u044b\u0493\u0443 \u04af\u0448\u0456\u043d <code>\/bye<\/code> \u043d\u0435\u043c\u0435\u0441\u0435 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u044f <code>Ctrl+D<\/code>. \u041f\u0430\u0439\u0434\u0430\u043b\u044b \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043b\u0430\u0440:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>ollama list\nollama ps\nollama pull qwen3:8b\nollama rm qwen3:8b<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\"><li><code>ollama list<\/code> \u2014 \u0436\u04af\u043a\u0442\u0435\u043b\u0433\u0435\u043d \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0434\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443.<\/li><li><code>ollama ps<\/code> \u2014 \u0436\u0430\u0434\u049b\u0430 \u0436\u04af\u043a\u0442\u0435\u043b\u0433\u0435\u043d \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0434\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443.<\/li><li><code>ollama pull<\/code> \u2014 \u04af\u043b\u0433\u0456\u043d\u0456 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0430\u04a3\u0430\u0440\u0442\u0443.<\/li><li><code>ollama rm<\/code> \u2014 \u04af\u043b\u0433\u0456\u043d\u0456 \u0434\u0438\u0441\u043a\u0456\u0434\u0435\u043d \u0436\u043e\u044e.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2026 \u0436\u044b\u043b\u0434\u044b\u04a3 \u043c\u0430\u0443\u0441\u044b\u043c\u044b\u043d\u0434\u0430 \u049b\u0430\u043d\u0434\u0430\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u0442\u0430\u04a3\u0434\u0430\u0443 \u043a\u0435\u0440\u0435\u043a<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u04ae\u043b\u0433\u0456<\/th><th>\u0416\u04af\u043a\u0442\u0435\u043c\u0435 \u04e9\u043b\u0448\u0435\u043c\u0456<\/th><th>\u04af\u0448\u0456\u043d \u049b\u043e\u043b\u0430\u0439\u043b\u044b<\/th><\/tr><\/thead><tbody><tr><td><code>llama3.2:3b<\/code><\/td><td>2,0 \u0413\u0411<\/td><td>\u0410\u043b\u0493\u0430\u0448\u049b\u044b \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443, \u049b\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b\u043b\u0430\u0443, \u049b\u0430\u0440\u0430\u043f\u0430\u0439\u044b\u043c \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430\u043b\u0430\u0440<\/td><\/tr><tr><td><code>qwen3:4b<\/code><\/td><td>2,5 \u0413\u0411<\/td><td>\u0428\u0430\u0493\u044b\u043d \u04d9\u043c\u0431\u0435\u0431\u0430\u043f \u043a\u04e9\u043c\u0435\u043a\u0448\u0456<\/td><\/tr><tr><td><code>qwen3:8b<\/code><\/td><td>5,2 \u0413\u0411<\/td><td>\u041c\u04d9\u0442\u0456\u043d\u0434\u0435\u0440, \u0442\u0430\u043b\u0434\u0430\u0443, \u043a\u04e9\u043f\u0442\u0456\u043b\u0434\u0456 \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430\u043b\u0430\u0440<\/td><\/tr><tr><td><code>deepseek-r1:8b<\/code><\/td><td>5,2 \u0413\u0411<\/td><td>\u041e\u0439\u043b\u0430\u0443, \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430 \u0436\u04d9\u043d\u0435 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430<\/td><\/tr><tr><td><code>qwen3:30b<\/code><\/td><td>19 \u0413\u0411<\/td><td>\u041d\u0435\u0493\u04b1\u0440\u043b\u044b\u043c \u043a\u04af\u0440\u0434\u0435\u043b\u0456 \u04d9\u043c\u0431\u0435\u0431\u0430\u043f \u043c\u0456\u043d\u0434\u0435\u0442\u0442\u0435\u0440<\/td><\/tr><tr><td><code>qwen3-coder:30b<\/code><\/td><td>19 \u0413\u0411<\/td><td>\u0411\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u04e9\u0431\u0456\u0440\u0435\u043a \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043f\u0435\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0443<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0435\u0441\u043c\u0438 \u043a\u0430\u0440\u0442\u0430\u043b\u0430\u0440\u0434\u0430\u043d \u0430\u043b\u044b\u043d\u0493\u0430\u043d \u04e9\u043b\u0448\u0435\u043c\u0434\u0435\u0440 <a href=\"https:\/\/ollama.com\/library\/qwen3\" target=\"_blank\" rel=\"noopener\">Qwen 3<\/a>, <a href=\"https:\/\/ollama.com\/library\/qwen3-coder\" target=\"_blank\" rel=\"noopener\">Qwen3-Coder<\/a>, <a href=\"https:\/\/ollama.com\/library\/deepseek-r1\" target=\"_blank\" rel=\"noopener\">DeepSeek-R1<\/a> \u0416\u04d9\u043d\u0435 <a href=\"https:\/\/ollama.com\/library\/llama3.2\" target=\"_blank\" rel=\"noopener\">Llama 3.2<\/a>. \u0411\u04b1\u043b \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434\u0442\u044b\u04a3 \u043d\u0430\u049b\u0442\u044b \u0442\u04b1\u0442\u044b\u043d\u0443\u044b \u0435\u043c\u0435\u0441, \u0436\u04af\u043a\u0442\u0435\u043b\u0433\u0435\u043d \u0444\u0430\u0439\u043b\u0434\u0430\u0440\u0434\u044b\u04a3 \u043a\u04e9\u043b\u0435\u043c\u0456.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4-\u049b\u0430\u0434\u0430\u043c: \u0416\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 API \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u043b\u0493\u0430\u043d\u0434\u0430, API 11434 \u043f\u043e\u0440\u0442\u044b\u043d\u0434\u0430 \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u049b\u043e\u043b \u0436\u0435\u0442\u0456\u043c\u0434\u0456. \u041c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440 \u0442\u0456\u0437\u0456\u043c\u0456\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0443:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl http:\/\/localhost:11434\/api\/tags<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u04ae\u043b\u0433\u0456\u0433\u0435 \u0431\u0456\u0440 \u0441\u04b1\u0440\u0430\u0443\u0434\u044b\u04a3 \u043c\u044b\u0441\u0430\u043b\u044b:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl http:\/\/localhost:11434\/api\/generate \\\n  -d '{\"model\":\"qwen3:4b\",\"prompt\":\"\u0416\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 LLM \u0434\u0435\u0433\u0435\u043d \u043d\u0435 \u0435\u043a\u0435\u043d\u0456\u043d \u0442\u04af\u0441\u0456\u043d\u0434\u0456\u0440\",\"stream\":false}'<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">5-\u049b\u0430\u0434\u0430\u043c: Open WebUI \u043e\u0440\u043d\u0430\u0442\u0443<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0440\u043c\u0438\u043d\u0430\u043b \u049b\u043e\u043b\u0430\u0439\u0441\u044b\u0437 \u0431\u043e\u043b\u0441\u0430, Open WebUI \u04d9\u0434\u0435\u0442\u0442\u0435\u0433\u0456 \u0447\u0430\u0442\u049b\u0430 \u04b1\u049b\u0441\u0430\u0441 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0442\u0456 \u049b\u043e\u0441\u0430\u0434\u044b. \u0410\u043b\u0434\u044b\u043c\u0435\u043d Docker Desktop \u043e\u0440\u043d\u0430\u0442\u044b\u04a3\u044b\u0437, \u0441\u043e\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u043f\u04d9\u0440\u043c\u0435\u043d\u0434\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437 <a href=\"https:\/\/docs.openwebui.com\/getting-started\/quick-start\/\" target=\"_blank\" rel=\"noopener\">\u0440\u0435\u0441\u043c\u0438 Open WebUI \u043d\u04b1\u0441\u049b\u0430\u0443\u043b\u0430\u0440\u044b<\/a>:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker run -d -p 3000:8080 \\\n  --add-host=host.docker.internal:host-gateway \\\n  -e OLLAMA_BASE_URL=http:\/\/host.docker.internal:11434 \\\n  -v open-webui:\/app\/backend\/data \\\n  --name open-webui --restart always \\\n  ghcr.io\/open-webui\/open-webui:main<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/06\/ollama-open-webui-kk.png\" alt=\"Ollama \u0441\u0435\u0440\u0432\u0435\u0440\u0456\u043d\u0435 \u049b\u043e\u0441\u044b\u043b\u0493\u0430\u043d \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 Open WebUI \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456\"\/><figcaption class=\"wp-element-caption\">\u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u043b\u0493\u0430\u043d\u043d\u0430\u043d \u043a\u0435\u0439\u0456\u043d <code>http:\/\/localhost:3000<\/code> \u043c\u0435\u043a\u0435\u043d\u0436\u0430\u0439\u044b\u043d \u0430\u0448\u044b\u043f, \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04d9\u043a\u0456\u043c\u0448\u0456 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u044b\u043d \u0436\u0430\u0441\u0430\u04a3\u044b\u0437.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0433 <code>:main<\/code> \u0443\u0430\u049b\u044b\u0442 \u04e9\u0442\u0435 \u043a\u0435\u043b\u0435 \u0436\u0430\u04a3\u0430\u0440\u0442\u044b\u043b\u0434\u044b. \u0422\u04b1\u0440\u0430\u049b\u0442\u044b \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439\u0442\u0456\u043d \u043e\u0440\u043d\u0430\u0442\u0443 \u04af\u0448\u0456\u043d Open WebUI \u043a\u0435\u0441\u043a\u0456\u043d\u043d\u0456\u04a3 \u0431\u0435\u043b\u0433\u0456\u043b\u0456 \u0431\u0456\u0440 \u043d\u04b1\u0441\u049b\u0430\u0441\u044b\u043d \u0431\u0435\u043a\u0456\u0442\u0443\u0434\u0456 \u04b1\u0441\u044b\u043d\u0430\u0434\u044b. \u0421\u043e\u043d\u0434\u0430\u0439-\u0430\u049b, \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f\u0441\u044b\u0437, HTTPS \u0436\u04d9\u043d\u0435 \u043d\u0435\u0433\u0456\u0437\u0433\u0456 \u0441\u0435\u0440\u0432\u0435\u0440 \u049b\u0430\u0443\u0456\u043f\u0441\u0456\u0437\u0434\u0456\u0433\u0456\u043d\u0441\u0456\u0437 3000 \u043f\u043e\u0440\u0442\u044b\u043d \u0418\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u043a\u0435 \u0430\u0448\u043f\u0430\u04a3\u044b\u0437.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ollama \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u043c\u0435\u0441\u0435 \u043d\u0435 \u0456\u0441\u0442\u0435\u0443 \u043a\u0435\u0440\u0435\u043a<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u041f\u04d9\u0440\u043c\u0435\u043d \u0442\u0430\u0431\u044b\u043b\u043c\u0430\u0434\u044b:<\/strong> \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u0434\u044b \u049b\u0430\u0439\u0442\u0430 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437; macOS \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435 \u0441\u0456\u043b\u0442\u0435\u043c\u0435\u043d\u0456 \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437 <code>\/usr\/local\/bin<\/code>.<\/li><li><strong>\u041c\u043e\u0434\u0435\u043b\u044c \u0442\u044b\u043c \u0431\u0430\u044f\u0443:<\/strong> \u043a\u0456\u0448\u0456\u0440\u0435\u043a \u04af\u043b\u0433\u0456\u043d\u0456 \u0442\u0430\u04a3\u0434\u0430\u04a3\u044b\u0437, \u043c\u04d9\u0442\u0456\u043d\u043c\u04d9\u043d\u0434\u0456 \u0430\u0437\u0430\u0439\u0442\u044b\u04a3\u044b\u0437 \u0436\u04d9\u043d\u0435 \u0436\u0430\u0434\u0442\u044b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0431\u0430\u0439\u0442\u044b\u043d \u049b\u043e\u043b\u0434\u0430\u043d\u0431\u0430\u043b\u0430\u0440\u0434\u044b \u0436\u0430\u0431\u044b\u04a3\u044b\u0437.<\/li><li><strong>GPU \u043e\u0440\u043d\u044b\u043d\u0430 CPU \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443:<\/strong> \u0434\u0440\u0430\u0439\u0432\u0435\u0440\u0434\u0456 \u0436\u0430\u04a3\u0430\u0440\u0442\u044b\u04a3\u044b\u0437 \u0436\u04d9\u043d\u0435 \u0440\u0435\u0441\u043c\u0438 \u049b\u043e\u043b\u0434\u0430\u0443 \u0442\u0456\u0437\u0456\u043c\u0456\u043c\u0435\u043d \u0431\u0435\u0439\u043d\u0435 \u043a\u0430\u0440\u0442\u0430\u043d\u044b \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437.<\/li><li><strong>\u041e\u0440\u044b\u043d \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0441\u0456\u0437:<\/strong> \u0430\u0440\u049b\u044b\u043b\u044b \u049b\u0430\u0436\u0435\u0442 \u0435\u043c\u0435\u0441 \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0434\u0456 \u0430\u043b\u044b\u043f \u0442\u0430\u0441\u0442\u0430\u04a3\u044b\u0437 <code>ollama rm<\/code> \u043d\u0435\u043c\u0435\u0441\u0435 \u04af\u043b\u0433\u0456 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u044b\u043d \u0442\u0430\u0441\u044b\u043c\u0430\u043b\u0434\u0430\u04a3\u044b\u0437.<\/li><li><strong>WebUI \u0430\u0448\u044b\u04a3\u044b\u0437 Ollama \u043a\u04e9\u0440\u043c\u0435\u0439\u0434\u0456:<\/strong> \u0436\u0430\u0443\u0430\u043f \u0431\u0435\u0440\u0435\u0442\u0456\u043d\u0456\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437 <code>http:\/\/localhost:11434\/api\/tags<\/code>, \u0436\u04d9\u043d\u0435 \u043e\u043b \u0434\u04b1\u0440\u044b\u0441 \u043e\u0440\u043d\u0430\u0442\u044b\u043b\u0493\u0430\u043d \u0431\u0430 <code>OLLAMA_BASE_URL<\/code>.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Ollama \u0442\u043e\u043b\u044b\u0493\u044b\u043c\u0435\u043d \u0442\u0435\u0433\u0456\u043d \u0431\u0435?<\/h3>\n\n<p>\u049a\u04b1\u0440\u0430\u043b\u0434\u044b\u04a3 \u04e9\u0437\u0456 \u0442\u0435\u0433\u0456\u043d. \u04d8\u0440\u0431\u0456\u0440 \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0456\u04a3 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u044f\u043b\u044b\u049b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u0430\u043b\u0434\u044b\u043d\u0434\u0430 \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u043b\u0443\u0456 \u049b\u0430\u0436\u0435\u0442 \u0436\u0435\u043a\u0435 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u044f\u0441\u044b \u0431\u0430\u0440. \u0411\u04b1\u043b\u0442\u0442\u044b\u049b \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043b\u0430\u0440\u0434\u044b\u04a3 \u0431\u04e9\u043b\u0435\u043a \u0448\u0430\u0440\u0442\u0442\u0430\u0440\u044b \u043c\u0435\u043d \u0448\u0430\u0440\u0442\u0442\u0430\u0440\u044b \u0431\u043e\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n<h3 class=\"wp-block-heading\">Ollama-\u043d\u044b \u0431\u0435\u0439\u043d\u0435\u043a\u0430\u0440\u0442\u0430\u0441\u044b\u0437 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0493\u0430 \u0431\u043e\u043b\u0430 \u043c\u0430?<\/h3>\n\n<p>\u0418\u04d9, \u0436\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0434\u0430 \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439 \u0430\u043b\u0430\u0434\u044b, \u0431\u0456\u0440\u0430\u049b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u04d9\u0434\u0435\u0442\u0442\u0435 \u0430\u0439\u0442\u0430\u0440\u043b\u044b\u049b\u0442\u0430\u0439 \u0431\u0430\u044f\u0443. 1B\u20133B \u04af\u043b\u0433\u0456\u0441\u0456\u043d\u0435\u043d \u0431\u0430\u0441\u0442\u0430\u04a3\u044b\u0437.<\/p>\n\n\n<h3 class=\"wp-block-heading\">Ollama \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0441\u0456\u0437 \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439 \u043c\u0435?<\/h3>\n\n<p>\u0416\u0435\u0440\u0433\u0456\u043b\u0456\u043a\u0442\u0456 \u04af\u043b\u0433\u0456\u043d\u0456 \u043e\u0440\u043d\u0430\u0442\u044b\u043f, \u0436\u04af\u043a\u0442\u0435\u0433\u0435\u043d\u043d\u0435\u043d \u043a\u0435\u0439\u0456\u043d &#8212; \u0438\u04d9. \u0418\u043d\u0442\u0435\u0440\u043d\u0435\u0442 \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u0436\u04af\u043a\u0442\u0435\u043f \u0430\u043b\u0443 \u0436\u04d9\u043d\u0435 \u0436\u0430\u04a3\u0430\u0440\u0442\u0443 \u04af\u0448\u0456\u043d, \u0441\u043e\u043d\u0434\u0430\u0439-\u0430\u049b \u0431\u04b1\u043b\u0442\u0442\u044b\u049b \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043b\u0430\u0440 \u04af\u0448\u0456\u043d \u049b\u0430\u0436\u0435\u0442 \u0431\u043e\u043b\u0430\u0434\u044b.<\/p>\n\n\n<h3 class=\"wp-block-heading\">\u0411\u0456\u0440\u0456\u043d\u0448\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u0443 \u04af\u0448\u0456\u043d \u049b\u0430\u0439 \u043c\u043e\u0434\u0435\u043b\u044c \u0436\u0430\u049b\u0441\u044b?<\/h3>\n\n<p>8 \u0413\u0411 \u0436\u0435\u0434\u0435\u043b \u0436\u0430\u0434\u044b \u04af\u0448\u0456\u043d \u043c\u044b\u043d\u0430\u0434\u0430\u043d \u0431\u0430\u0441\u0442\u0430\u04a3\u044b\u0437 <code>llama3.2:3b<\/code>. 16 \u0413\u0411 \u04af\u0448\u0456\u043d \u043a\u04e9\u0440\u0456\u04a3\u0456\u0437 <code>qwen3:4b<\/code>\u0441\u043e\u0434\u0430\u043d \u0441\u043e\u04a3 <code>qwen3:8b<\/code>, \u0435\u0433\u0435\u0440 \u0436\u04af\u0439\u0435 \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0442\u0456 \u0436\u0430\u0434\u0442\u044b \u0441\u0430\u049b\u0442\u0430\u0441\u0430.<\/p>\n\n\n<h2 class=\"wp-block-heading\">\u049a\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u043b\u0493\u0430\u0448\u049b\u044b \u0442\u0430\u043d\u044b\u0441\u0443 \u04af\u0448\u0456\u043d Ollama-\u043d\u044b \u0440\u0435\u0441\u043c\u0438 \u0442\u04d9\u0441\u0456\u043b\u043c\u0435\u043d \u043e\u0440\u043d\u0430\u0442\u044b\u043f, <code>ollama --version<\/code> \u043f\u04d9\u0440\u043c\u0435\u043d\u0456\u043d \u0442\u0435\u043a\u0441\u0435\u0440\u0456\u04a3\u0456\u0437 \u0436\u04d9\u043d\u0435 \u044b\u049b\u0448\u0430\u043c \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0456 \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u04a3\u044b\u0437. 30B \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0456 \u049b\u0443\u0430\u0442\u0442\u044b \u043a\u04e9\u0440\u0456\u043d\u0435\u0434\u0456 \u0434\u0435\u043f \u0431\u0456\u0440\u0434\u0435\u043d \u0441\u043e\u043b\u0430\u0440\u0434\u0430\u043d \u0431\u0430\u0441\u0442\u0430\u043c\u0430\u04a3\u044b\u0437: \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0434\u0456 \u0436\u0430\u0434\u049b\u0430 \u0442\u043e\u043b\u044b\u049b \u0441\u044b\u044f\u0442\u044b\u043d \u0448\u0430\u0493\u044b\u043d \u043c\u043e\u0434\u0435\u043b\u044c \u043a\u04e9\u0431\u0456\u043d\u0435 \u0436\u044b\u043b\u0434\u0430\u043c\u044b\u0440\u0430\u049b \u04d9\u0440\u0456 \u049b\u043e\u043b\u0430\u0439\u043b\u044b\u0440\u0430\u049b \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0439\u0434\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u041c\u04b1\u049b\u0430\u0431\u0430 \u0436\u04d9\u043d\u0435 \u049b\u0430\u0434\u0430\u043c\u0434\u044b\u049b \u043a\u0435\u0441\u043a\u0456\u043d\u0434\u0435\u0440 \u0436\u0435\u043a\u0435 \u0434\u0438\u0441\u043f\u043b\u0435\u0439 \u044d\u043a\u0440\u0430\u043d\u0434\u0430\u0440\u044b \u0440\u0435\u0442\u0456\u043d\u0434\u0435 \u0436\u0430\u0441\u0430\u043b\u0493\u0430\u043d. \u041e\u043b\u0430\u0440\u0434\u0430 \u043d\u0430\u049b\u0442\u044b \u0442\u0456\u0440\u043a\u0435\u043b\u0433\u0456\u043b\u0435\u0440, \u043a\u0456\u043b\u0442\u0442\u0435\u0440, \u04af\u0439 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0442\u0430\u0440\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0430\u0441\u049b\u0430 \u0436\u0435\u043a\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u043e\u049b.<\/em><\/p>\n\n\n\n<style>\nbody.single-post .cf-code-copy-wrap{position:relative;margin:1.5em 0}\nbody.single-post .cf-code-copy-wrap pre.wp-block-code{margin:0;padding-top:3.25rem}\nbody.single-post .cf-code-copy-button{position:absolute;top:.75rem;right:.75rem;z-index:2;border:1px solid #cbd4e5;border-radius:5px;background:#fff;color:#17305f;padding:.45rem 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