{"id":48728,"date":"2025-11-22T16:01:51","date_gmt":"2025-11-22T15:01:51","guid":{"rendered":"https:\/\/www.investglass.com\/?p=48728"},"modified":"2025-11-21T16:03:14","modified_gmt":"2025-11-21T15:03:14","slug":"%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%aa%d8%b4%d8%ba%d9%8a%d9%84-%d8%a8%d8%b1%d9%85%d8%ac%d9%8a%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a","status":"publish","type":"post","link":"https:\/\/www.investglass.com\/ar\/how-to-run-llms-locally-complete-2025-guide-to-self-hosted-ai-models\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u062d\u0644\u064a\u0627\u064b: \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0639\u0627\u0645 2025 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 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\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644\u060c \u0633\u062a\u0643\u062a\u0634\u0641 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 \u0643\u0644 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0644\u062a\u0634\u063a\u064a\u0644 \u0628\u0631\u0645\u062c\u064a\u0627\u062a llms \u0645\u062d\u0644\u064a\u0627\u064b\u060c \u0628\u062f\u0621\u0627\u064b \u0645\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u0637\u0648\u0631\u064b\u0627 \u064a\u0633\u0639\u0649 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0623\u0648 \u0643\u0646\u062a \u0645\u0637\u0648\u0631\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 <a rel=\"noopener noreferrer\" href=\"https:\/\/www.investglass.com\/ar\/%d8%a3%d9%81%d8%b6%d9%84-%d8%a7%d9%84%d8%b7%d8%b1%d9%82-%d9%84%d8%aa%d8%a3%d9%85%d9%8a%d9%86-%d9%86%d8%b5%d9%83-%d8%a7%d9%84%d9%85%d8%ad%d9%85%d9%8a-%d9%88%d8%a5%d8%af%d8%a7%d8%b1%d8%aa%d9%87-%d8%b9\/\" target=\"_self\">\u0627\u0644\u062d\u0645\u0627\u064a\u0629<\/a> \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u0623\u0648 \u0645\u0646 \u0639\u0634\u0627\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u063a\u0628\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0641\u0625\u0646 \u0646\u0638\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u062a\u0648\u0641\u0631 \u0645\u0632\u0627\u064a\u0627 \u0645\u0642\u0646\u0639\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0628\u062f\u0627\u0626\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u0646\u0633\u062a\u0639\u0631\u0636 \u0623\u0641\u0636\u0644 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0639\u0627\u0645 2025\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u0644\u0646 \u062a\u0643\u0633\u0631 <a rel=\"noopener noreferrer\" href=\"https:\/\/www.investglass.com\/ar\/%d9%83%d9%8a%d9%81-%d8%aa%d8%a8%d8%af%d8%a3-%d8%a8%d9%86%d9%83%d9%83-%d8%a7%d9%84%d8%ae%d8%a7%d8%b5\/\" target=\"_self\">\u0627\u0644\u0628\u0646\u0643<\/a>, \u0648\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0627\u0644\u0645\u0641\u0635\u0644\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0623\u0648\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u0644\u063a\u0648\u064a \u0645\u062d\u0644\u064a \u0644\u0643 \u0641\u064a \u062f\u0642\u0627\u0626\u0642. \u0628\u062d\u0644\u0648\u0644 \u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u0633\u062a\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u0633\u062e\u064a\u0631 \u0642\u0648\u0629 \u0623\u062d\u062f\u062b \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u062e\u0635\u0648\u0635\u064a\u062a\u0643 \u0623\u0648 \u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0645\u0627 \u0633\u062a\u062a\u0639\u0644\u0645\u0647<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0627 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0628\u0640 \u201c\u062a\u0634\u063a\u064a\u0644 LLMs \u0645\u062d\u0644\u064a\u0627\u064b\u201d \u0648\u0643\u064a\u0641 \u064a\u0639\u0645\u0644<\/li><li>\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u064a<\/li><li>\u0623\u0641\u0636\u0644 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0639\u0627\u0645 2025 (LM Studio\u060c Ollama\u060c GPT4All\u060c Jan\u060c llamafile\u060c llama.cpp)<\/li><li>\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0644\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0645\u0646 2B \u0625\u0644\u0649 70B+ \u0645\u0639\u0644\u0645\u0627\u062a<\/li><li>\u0643\u064a\u0641\u064a\u0629 \u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0648\u0644 \u0648\u062a\u0634\u063a\u064a\u0644\u0647<\/li><li>\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u062e\u0627\u062f\u0645 API \u0645\u062d\u0644\u064a \u0622\u0645\u0646<\/li><li>\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0634\u062e\u0635\u064a \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a<\/li><li>\u0646\u0635\u0627\u0626\u062d \u062d\u0648\u0644 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062b\u0648\u0631\u064a\u0629 <a class=\"wpil_keyword_link\" href=\"https:\/\/www.investglass.com\/ar\/%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%a3%d8%aa%d9%85%d8%aa%d8%a9\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" data-wpil-keyword-link=\"linked\" 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\u0641\u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0646\u0632\u064a\u0644 \u0623\u0635\u063a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0645\u062b\u0644 Gemma 2B Instruct\u060c \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629. \u062e\u0637\u0637 \u0644\u0640 50-100 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u062a\u062c\u0631\u0628\u0629 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0628\u0623\u062d\u062c\u0627\u0645 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0644\u064a\u0643 \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u062f\u0627\u0621 \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0641\u064a 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\u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>8-12 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>4-6 \u0631\u0645\u0648\u0632\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>3-5 \u0631\u0645\u0648\u0632\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u063a\u064a\u0631 \u0645\u0648\u0635\u0649 \u0628\u0647<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>RTX 4060 (8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a\u0631\u0627\u0645)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>45-60 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>25-35 \u062a\u0648\u0643\u0646\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>30-40 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>8-12 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>RTX 4090 (24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a\u0631\u0627\u0645)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>80-120 \u062a\u0648\u0643\u0646\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>60-80 \u062a\u0648\u0643\u0646\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>70-90 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>35-45 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u0623\u0628\u0644 M2 \u0628\u0631\u0648 (32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>35-50 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>20-30 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>25-35 \u062a\u0648\u0643\u0646\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>15-20 \u0631\u0645\u0632\u0627\u064b\/\u062b\u0627\u0646\u064a\u0629<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0645\u0644 \u062a\u0633\u0631\u064a\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638\u060c \u0644\u0643\u0646 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0641\u0642\u0637 \u064a\u0638\u0644 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0635\u063a\u0631 \u062d\u062c\u0645\u064b\u0627 \u0639\u0646\u062f \u0639\u062f\u0645 \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0631\u062f \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a. \u064a\u0623\u062a\u064a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644 \u0645\u0646 \u0645\u0637\u0627\u0628\u0642\u0629 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u062d\u062c\u0645 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0644\u062f\u064a\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062a\u0634\u063a\u064a\u0644 \u0645\u062d\u0644\u064a\u0627\u064b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0639\u0644\u0649 \u0642\u062f\u0631\u0627\u062a \u0623\u062c\u0647\u0632\u062a\u0643 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0642\u0635\u0648\u062f\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629. \u0648\u0642\u062f \u0648\u0635\u0644\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062c\u0648\u062f\u0629 \u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0625\u0639\u062c\u0627\u0628 \u0645\u0639 \u0628\u0642\u0627\u0626\u0647\u0627 \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u0644\u064a. \u064a\u0633\u0644\u0637 \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u062b\u0644 Ollama \u0648 llama.cpp\u060c \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0642\u0648\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u064a \u064a\u062d\u0631\u0643\u0647 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0648\u062a\u0632\u0627\u064a\u062f \u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0635\u062f\u0631\u0647\u0627 \u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0631\u0627\u0626\u062f\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 (\u0623\u0642\u0644 \u0645\u0646 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a) \u0643\u0641\u0627\u0621\u0629 \u0645\u0645\u062a\u0627\u0632\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0648\u0641\u0631 Phi-3-mini (\u0645\u0639\u0644\u0645\u0627\u062a 3.8B) \u0642\u062f\u0631\u0627\u062a \u062a\u0641\u0643\u064a\u0631 \u0642\u0648\u064a\u0629 \u0641\u064a \u062d\u0632\u0645\u0629 \u0645\u062f\u0645\u062c\u0629 \u0628\u0633\u0639\u0629 2.3 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u0647\u0648 \u0645\u062b\u0627\u0644\u064a \u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629<\/li><li>\u064a\u0648\u0641\u0631 Gemma 2B \u062c\u0648\u062f\u0629 \u062a\u062f\u0631\u064a\u0628 Google \u0641\u064a \u0645\u0644\u0641 \u0646\u0645\u0648\u0630\u062c\u064a \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0644\u0644\u063a\u0627\u064a\u0629 \u0628\u0633\u0639\u0629 1.4 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/li><li>\u064a\u0648\u0641\u0631 Llama 3.2 3B \u0623\u062d\u062f\u062b \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0628\u0646\u064a\u0629 Meta \u0628\u0623\u062f\u0627\u0621 \u0648\u0643\u0641\u0627\u0621\u0629 \u0645\u062a\u0648\u0627\u0632\u0646\u064a\u0646<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u0642\u0642 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 (8-16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a) \u0623\u0641\u0636\u0644 \u062a\u0648\u0627\u0632\u0646 \u0628\u064a\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 Llama 3.1 8B \u0643\u0645\u0639\u064a\u0627\u0631 \u0630\u0647\u0628\u064a \u0644\u0644\u0645\u0647\u0627\u0645 \u0630\u0627\u062a \u0627\u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u0639 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0627\u0644\u0642\u0648\u064a \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629<\/li><li>\u064a\u062a\u0641\u0648\u0642 Mistral 7B \u0641\u064a \u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0628\u062f\u0642\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li><li>\u064a\u062a\u062e\u0635\u0635 DeepSeek-Coder 6.7B \u0641\u064a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u0639 \u062f\u0639\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 80 \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631) \u0623\u0642\u0635\u0649 \u0642\u062f\u0631\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0623\u062c\u0647\u0632\u0629 \u0643\u0627\u0641\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0642\u062f\u0645 Llama 3.1 70B \u0623\u062f\u0627\u0621\u064b \u0645\u0646 \u0641\u0626\u0629 GPT-4 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/li><li>\u064a\u0642\u062f\u0645 Code Llama 34B \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0639 \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0647\u0646\u062f\u0633\u0629 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\u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0641\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0644\u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u062a\u0646\u0633\u064a\u0642 OpenAI's API.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u062b\u0628\u064a\u062a \u0646\u0645\u0648\u0630\u062c\u0643 \u0627\u0644\u0623\u0648\u0644 \u0641\u064a \u0627\u0633\u062a\u0648\u062f\u064a\u0648 LM Studio<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u0628\u0648\u064a\u0628 \u201c\u0627\u0643\u062a\u0634\u0641\u201d \u062d\u064a\u062b \u0633\u062a\u062c\u062f \u0645\u0643\u062a\u0628\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629. \u0627\u0628\u062d\u062b \u0639\u0646 \"llama-3.2-3b-instruct\" \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u0639\u0644\u0645\u0629 3B \u0627\u0644\u0641\u0639\u0627\u0644 \u0645\u0646 Meta \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0636\u0639\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0646\u0642\u0631 \u0639\u0644\u0649 \u0632\u0631 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0644\u0628\u062f\u0621 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u064a\u0639\u0631\u0636 LM Studio \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u064a \u062a\u0648\u0636\u062d \u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0648\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0642\u062f\u0631 \u0644\u0644\u0627\u0646\u062a\u0647\u0627\u0621. \u064a\u0639\u0627\u0644\u062c \u0645\u062f\u064a\u0631 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0627\u0646\u0642\u0637\u0627\u0639\u0627\u062a \u0628\u0623\u0645\u0627\u0646\u0629\u060c \u0648\u064a\u0633\u062a\u0623\u0646\u0641 \u0627\u0644\u062a\u0646\u0632\u064a\u0644\u0627\u062a \u0627\u0644\u062c\u0632\u0626\u064a\u0629 \u0639\u0646\u062f \u0639\u0648\u062f\u0629 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0634\u0628\u0643\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0645\u062c\u0631\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0627\u0644\u062a\u0646\u0632\u064a\u0644\u060c \u064a\u0638\u0647\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0642\u0633\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u064a. \u062a\u062a\u0645 \u0625\u062f\u0627\u0631\u0629 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0646\u0632\u064a\u0644\u0647\u0627 \u0648\u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0648\u062a\u062d\u0645\u064a\u0644\u0647\u0627. \u0627\u0646\u0642\u0631 \u0644\u062a\u062d\u0645\u064a\u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0633\u062a\u063a\u0631\u0642 \u0639\u0627\u062f\u0629\u064b \u0645\u0646 10 \u0625\u0644\u0649 30 \u062b\u0627\u0646\u064a\u0629 \u062d\u0633\u0628 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646. \u062a\u0639\u0631\u0636 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u062a\u0624\u0643\u062f \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062c\u0627\u0647\u0632\u0627\u064b \u0644\u0644\u062a\u0641\u0627\u0639\u0644.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0645\u062b\u0644 \u201c\u0627\u0634\u0631\u062d \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0643\u0645\u064a\u0629 \u0628\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0628\u0633\u064a\u0637\u0629\u201d \u0623\u0648 \u201c\u0627\u0643\u062a\u0628 \u062f\u0627\u0644\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u062d\u0633\u0627\u0628 \u0623\u0631\u0642\u0627\u0645 \u0641\u064a\u0628\u0648\u0646\u0627\u062a\u0634\u064a\u201d. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0633\u062a\u062c\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u063a\u0636\u0648\u0646 \u062b\u0648\u0627\u0646\u064d\u060c \u0645\u0645\u0627 \u064a\u0624\u0643\u062f \u0646\u062c\u0627\u062d \u0627\u0644\u0625\u0639\u062f\u0627\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0636\u0645\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0641\u064a \u062d\u0627\u0644\u0627\u062a \u0641\u0634\u0644 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0642\u0631\u0635 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u062c\u062f\u0627\u0631 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0634\u0628\u0643\u0629 LM Studio. \u062a\u0648\u0641\u0631 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u0639\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0644\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">GPT4All: \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062d\u0644\u064a \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0631\u0643\u0651\u0632 GPT4All \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u0627\u064b \u0645\u0645\u062a\u0627\u0632\u0627\u064b \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0637\u0648\u0646 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0639\u0645\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0628\u0634\u0643\u0644 \u0643\u0627\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0628\u0645\u062c\u0631\u062f \u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0639\u062f\u0645 \u0645\u063a\u0627\u062f\u0631\u0629 \u0645\u062d\u0627\u062f\u062b\u0627\u062a\u0643 \u0644\u062c\u0647\u0627\u0632\u0643 \u0623\u0628\u062f\u0627\u064b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062d\u0645\u0650\u0651\u0644 GPT4All \u0645\u0646 gpt4all.io \u0648\u0642\u0645 \u0628\u062a\u062d\u0645\u064a\u0644 GPT4All \u0645\u0646 gpt4all.io \u0648\u062b\u0628\u0650\u0651\u062a\u0647 \u0639\u0644\u0649 \u0648\u064a\u0646\u062f\u0648\u0632 \u0623\u0648 \u0645\u0627\u0643 \u0623\u0648 \u0644\u064a\u0646\u0643\u0633. \u062a\u064f\u0646\u0632\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0645\u0628\u062f\u0626\u064a\u064b\u0627 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0641\u0648\u0631\u064a. \u064a\u0642\u062f\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0623\u0648\u0644 \u0648\u0627\u062c\u0647\u0629 \u0646\u0638\u064a\u0641\u0629 \u0645\u0639 \u062a\u0646\u0642\u0644 \u0648\u0627\u0636\u062d \u0628\u064a\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a. \u0628\u0639\u062f \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0645\u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0625\u0646\u0634\u0627\u0621 \u0646\u0635 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0645\u062b\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0623\u0648 \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0642\u062f\u0645 \u0633\u0648\u0642 \u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646 50 \u0646\u0645\u0648\u0630\u062c\u0627\u064b \u0645\u0646\u0633\u0642\u0627\u064b \u0645\u0639 \u0623\u0648\u0635\u0627\u0641 \u0645\u0641\u0635\u0644\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u062a\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062d\u0633\u0628 \u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u062a\u062e\u0635\u0635\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062e\u062a\u0644\u0641 \u0625\u0639\u062f\u0627\u062f \u062a\u0633\u0631\u064a\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0636\u0645\u0646 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645 \u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0627\u0645\u062c \u062a\u0634\u063a\u064a\u0644 CUDA \u0644\u0628\u0637\u0627\u0642\u0627\u062a \u0631\u0633\u0648\u0645\u0627\u062a NVIDIA \u0623\u0648 \u0636\u0645\u0627\u0646 \u062f\u0639\u0645 Metal \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 macOS. \u062a\u0648\u0641\u0631 \u0644\u0648\u062d\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641\u064b\u0627 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class=\"wp-block-paragraph\">\u064a\u062a\u064a\u062d \u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0646 \u0628\u064f\u0639\u062f \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0637\u0629 \u062d\u064a\u062b \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0639\u0636 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0628\u064a\u0646\u0645\u0627 \u064a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u0628\u0639\u0636 \u0627\u0644\u0622\u062e\u0631 \u0645\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0623\u0648 \u0627\u0644\u0623\u062f\u0627\u0621. 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class=\"wp-block-paragraph\">\u064a\u0645\u0643\u0646 \u062a\u0647\u064a\u0626\u0629 Ollama \u0643\u062e\u0627\u062f\u0645 \u0645\u062d\u0644\u064a \u0623\u0648 \u062e\u0627\u062f\u0645 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062d\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062e\u062f\u0645\u062a\u0647\u0627 \u0645\u062d\u0644\u064a\u064b\u0627 \u0644\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649. \u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0633\u0644\u0633 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 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\u0627\u0644\u0623\u062a\u0645\u062a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0643\u0648\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0628\u0631\u0627\u0645\u062c IDEs \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 VS Code\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u064a\u0639\u0645\u0644 \u062a\u0646\u0633\u064a\u0642 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) 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class=\"wp-block-list\">\n<li>\u201c\u0646\u0641\u0627\u062f \u0630\u0627\u0643\u0631\u0629 CUDA\u201d: \u062a\u0642\u0644\u064a\u0644 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0623\u0648 \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0623\u0648 \u062a\u0645\u0643\u064a\u0646 \u0625\u0644\u063a\u0627\u0621 \u062a\u062d\u0645\u064a\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629<\/li><li>\u201c\u0641\u0634\u0644 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u201d: \u062a\u062d\u0642\u0642 \u0645\u0646 \u0633\u0644\u0627\u0645\u0629 \u0645\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0645\u0633\u0627\u062d\u0629 \u0643\u0627\u0641\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635<\/li><li>\u201c\u0633\u0631\u0639\u0629 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\u062f\u064a\u0645\u0642\u0631\u0627\u0637\u064a \u0648\u062e\u0627\u0635 \u0648\u0641\u0639\u0627\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0632\u064a\u0627\u062f\u0629 \u0633\u0647\u0648\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u064a\u0633\u062a\u0645\u0631 \u062d\u0627\u062c\u0632 \u0627\u0644\u062f\u062e\u0648\u0644 \u0641\u064a \u0627\u0644\u0627\u0646\u062e\u0641\u0627\u0636 \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0648\u0633\u0639 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0628\u0633\u0631\u0639\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u0637\u0648\u0631\u064b\u0627 \u064a\u0633\u0639\u0649 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0623\u0648 \u0634\u0631\u0643\u0629 \u062a\u062d\u0645\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0633\u0627\u0633\u0629\u060c \u0623\u0648 \u0645\u062a\u062d\u0645\u0633\u064b\u0627 \u064a\u0633\u062a\u0643\u0634\u0641 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0641\u0625\u0646 \u062a\u0634\u063a\u064a\u0644 llms \u0645\u062d\u0644\u064a\u064b\u0627 \u064a\u0648\u0641\u0631 \u0644\u0643 \u062a\u062d\u0643\u0645\u064b\u0627 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u0627\u0628\u062f\u0623 \u0628\u0623\u062f\u0648\u0627\u062a \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062b\u0644 LM Studio \u0623\u0648 GPT4All\u060c \u0648\u062c\u0631\u0651\u0628 \u0646\u0645\u0627\u0630\u062c \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0628\u064a\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0627\u0621\u060c \u062b\u0645 \u0648\u0633\u0651\u0639 \u0625\u0639\u062f\u0627\u062f\u0643 \u062a\u062f\u0631\u064a\u062c\u064a\u0627\u064b \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u064a\u0646\u062a\u0645\u064a \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0644\u0649 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0625\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0648\u062a\u062d\u062a \u0633\u064a\u0637\u0631\u062a\u0643 \u0627\u0644\u0643\u0627\u0645\u0644\u0629. \u0646\u0632\u0650\u0651\u0644 \u0646\u0645\u0648\u0630\u062c\u0643 \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u064a\u0648\u0645 \u0648\u0627\u062e\u062a\u0628\u0631 \u062d\u0631\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u0627\u064b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Local AI is revolutionizing the way individuals and organizations harness artificial intelligence by bringing the full power of large language models directly onto your own computer. Instead of depending on cloud-based services, running llms locally means that all processing happens on your device, giving you complete control over model parameters and how your sensitive data is handled. This approach doesn&#8217;t just enhance privacy since your data never leaves your machine but also slashes latency, making responses faster and more reliable than ever before.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u064a\u0645\u0643\u0646\u0643 \u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0641\u0631\u064a\u062f\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629 \u0623\u0648 \u062a\u062c\u0631\u0628\u0629 \u062a\u0643\u0648\u064a\u0646\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u064f\u0645\u0643\u0651\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 llms \u0645\u062d\u0644\u064a\u064b\u0627 \u0645\u0646 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0648\u0646\u0634\u0631 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0628\u0634\u0643\u0644 \u0645\u062b\u0627\u0644\u064a \u0644\u0633\u064a\u0631 \u0639\u0645\u0644\u0643\u060c \u0643\u0644 \u0630\u0644\u0643 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0623\u0645\u0627\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u0643 \u0628\u0634\u0643\u0644 \u0643\u0627\u0645\u0644. \u0645\u0639 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0644\u0644\u0639\u0628\u0629 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0644\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0627\u0644\u062a\u0648\u0633\u0639 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0623\u0633\u0647\u0644 \u0645\u0646 \u0623\u064a \u0648\u0642\u062a \u0645\u0636\u0649 \u062a\u0633\u062e\u064a\u0631 \u0642\u062f\u0631\u0627\u062a \u0623\u062d\u062f\u062b \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 llms \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0628\u0627\u0634\u0631\u0629\u064b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u062f\u0643\u0627\u062a\u0631\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0645\u062d\u0644\u064a\u064a\u0646<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Launching your local LLM journey has never been more accessible thanks to game-changing tools and an expanding ecosystem of powerful models at your fingertips. Start by selecting a platform like LM Studio or Ollama, both engineered to simplify and streamline the process of running LLMs directly on your machine. These solutions deliver user-friendly experiences tailored to your preferences LM Studio with its intuitive graphical interface and Ollama with its efficient command line approach so you can choose the workflow that perfectly matches your technical comfort zone.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0639\u062f \u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u0645\u0641\u0636\u0644 \u0644\u062f\u064a\u0643\u060c \u0627\u0633\u062a\u0641\u062f \u0645\u0646 \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0644\u062a\u0635\u0641\u062d \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0645\u0648\u062b\u0648\u0642\u0629 \u0645\u062b\u0644 Hugging Face \u062f\u0648\u0646 \u0639\u0646\u0627\u0621. \u0642\u0645 \u0628\u062a\u062d\u0645\u064a\u0644 \u0645\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0627\u062e\u062a\u0631\u062a\u0647 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f\u0643 \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u0645\u0639 \u0636\u0645\u0627\u0646 \u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0636\u0645\u0646\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b. \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u0647\u064a\u0626\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0646\u0634\u064a\u0637 \u062e\u0627\u062f\u0645 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646\u0643 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0623\u0648 \u0639\u0645\u0644\u064a\u0627\u062a \u0633\u0637\u0631 \u0627\u0644\u0623\u0648\u0627\u0645\u0631. \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0642\u0648\u064a \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062c\u0631\u0628\u0629 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0646\u0638\u0627\u0645 LLM \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0645\u062a\u0627\u0639 \u0628\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u062f\u0648\u0646 \u0623\u064a \u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0625\u0639\u062f\u0627\u062f \u062e\u0627\u062f\u0645 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0644\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A local inference server is the game-changing backbone of running llms locally, empowering you to deploy, manage, and interact with your chosen models in a dramatically efficient and secure environment. Revolutionary tools like LM Studio and Ollama make setting up a local inference server incredibly streamlined even users completely new to AI can achieve powerful results. To unleash this potential, simply select your desired model file and configure essential parameters such as context length, and when available, enable GPU acceleration for explosive performance gains.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama delivers advanced features like GPU acceleration, which can dramatically accelerate model inference on compatible hardware transforming your workflow entirely. You gain complete control by specifying the exact port for your inference server, making it effortlessly accessible via web ui or seamlessly integrating with other applications for maximum flexibility. LM Studio offers an equally streamlined setup, empowering you to manage models and server settings through an intuitive, user-friendly interface. With your local inference server operational, you&#8217;ll command a powerful, completely private environment for running llms locally and leveraging the full, unrestricted capabilities of your chosen models.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0634\u063a\u064a\u0644 LLMs \u0645\u062d\u0644\u064a\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0647\u0648 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0644\u0641\u062a\u062d \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u0639\u0646\u062f \u062a\u0634\u063a\u064a\u0644 llms \u0645\u062d\u0644\u064a\u064b\u0627. \u064a\u064f\u0639\u062a\u0628\u0631 \u0643\u0644 \u0645\u0646 LM Studio \u0648 Ollama \u0648 GPT4All \u0645\u0646 \u0628\u064a\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0648\u062b\u0648\u0642 \u0628\u0647\u0627\u060c \u062d\u064a\u062b \u064a\u0642\u062f\u0645 \u0643\u0644 \u0645\u0646\u0647\u0627 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0633\u064a\u0631 \u0639\u0645\u0644\u0643 \u0627\u0644\u062e\u0627\u0635\u0629. \u064a\u0645\u0643\u0651\u0646\u0643 LM Studio \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u062a\u0647 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0627\u0644\u0628\u062f\u064a\u0647\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0639\u0644\u064a\u0643 \u0625\u062f\u0627\u0631\u0629 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646\u0647\u0627 \u0628\u0633\u0644\u0627\u0633\u0629 \u0648\u0636\u0628\u0637 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062a\u0647\u0645 \u0645\u0634\u0627\u0631\u064a\u0639\u0643. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0632\u062f\u0647\u0631\u0648\u0646 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u064a\u0648\u0641\u0631 \u0644\u0643 Ollama \u062a\u062c\u0631\u0628\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631 \u0642\u0648\u064a\u0629 \u062a\u062f\u0639\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644\u0643 \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0648\u062a\u062a\u0643\u0627\u0645\u0644 \u0628\u0634\u0643\u0644 \u0644\u0627 \u062a\u0634\u0648\u0628\u0647 \u0634\u0627\u0626\u0628\u0629 \u0645\u0639 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPT4All represents another powerful choice in your toolkit, supporting an extensive range of models including popular options like Mistral 7B while offering you a streamlined interface for interacting with your local ai. These platforms don&#8217;t just run models; they empower you to set up api servers effortlessly, enabling seamless integration with your existing applications and services. Whether you&#8217;re managing multiple models, experimenting with fine tuning, or just beginning your journey with local llms, these platforms provide the flexibility and power you need to maximize your local ai potential.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0625\u0646\u0634\u0627\u0621 \u062e\u0627\u062f\u0645 API \u0645\u062d\u0644\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0625\u0639\u062f\u0627\u062f \u062e\u0627\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u0644\u064a \u0647\u0648 \u0623\u0641\u0636\u0644 \u0648\u0633\u064a\u0644\u0629 \u0644\u062a\u063a\u064a\u064a\u0631 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0644\u0639\u0628\u0629 \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u062a\u0643\u0627\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644! \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u0645\u062b\u0644 LM Studio \u0648 Ollama\u060c \u064a\u0635\u0628\u062d \u0625\u0646\u0634\u0627\u0621 \u062e\u0627\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0643 \u0623\u0645\u0631\u064b\u0627 \u0628\u0633\u064a\u0637\u064b\u0627 \u0644\u0644\u063a\u0627\u064a\u0629: \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u062a\u062d\u062f\u064a\u062f \u0645\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0627\u062e\u062a\u0631\u062a\u0647\u060c \u0648\u062a\u0639\u064a\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0622\u0645\u0646 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u062d\u0645\u0627\u064a\u0629\u060c \u0648\u062a\u0647\u064a\u0626\u0629 \u0627\u0644\u062e\u0627\u062f\u0645 \u0644\u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0641\u0630 \u0627\u0644\u0645\u0641\u0636\u0644 \u0644\u062f\u064a\u0643. \u064a\u0645\u0643\u0651\u0646\u0643 \u0647\u0630\u0627 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u064a\u0628 \u0628\u062f\u064a\u0647\u064a\u0629 \u0623\u0648 \u0628\u0631\u0645\u062c\u064a\u064b\u0627 \u0639\u0628\u0631 \u062e\u0627\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0641\u062a\u062d \u0644\u0643 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f\u0629 \u062a\u064f\u063a\u064a\u0651\u0631 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ollama delivers seamless api server integration straight out of the box, making it effortless to connect your local llms to other tools and platforms for maximum efficiency. LM Studio offers equally impressive capabilities, allowing you to manage your local api server through a beautifully user-friendly interface that puts you in complete control. By creating your own local api server, you gain unparalleled flexibility to deploy models in real-world scenarios, automate complex tasks, and build custom solutions that perfectly fit your needs all while keeping your valuable data completely secure and under your absolute control. Whether you&#8217;re developing groundbreaking applications or enhancing existing workflows, a local api server is your key to unlocking the extraordinary potential of your local ai infrastructure.<\/p>","protected":false},"excerpt":{"rendered":"<p>The AI revolution is happening, but you don\u2019t need to send your sensitive data to cloud services or pay monthly subscription fees to benefit from it. Running large language models locally on your own computer gives you complete control over your AI interactions while maintaining absolute privacy and eliminating ongoing costs. In this comprehensive guide, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":42370,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[1297],"class_list":["post-48728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article","tag-run-llms-locally"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6.1 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Run LLMS Locally for Enhanced Privacy and Control<\/title>\n<meta name=\"description\" content=\"Learn how to run llms locally for enhanced privacy and control over your AI interactions without ongoing costs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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