{"id":1738,"date":"2026-07-31T02:52:54","date_gmt":"2026-07-31T02:52:54","guid":{"rendered":"https:\/\/convly.ai\/?p=1738"},"modified":"2026-08-01T06:45:58","modified_gmt":"2026-08-01T06:45:58","slug":"ollama-vs-lm-studio","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/","title":{"rendered":"\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 Ollama \u0648LM Studio (2026): \u0623\u064a \u0623\u062f\u0627\u0629 \u0645\u062d\u0644\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627\u061f"},"content":{"rendered":"<p><strong>LM Studio \u0645\u0642\u0627\u0628\u0644 Ollama<\/strong> \u064a\u064f\u0639\u064e\u062f\u064f\u0651 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0623\u0648\u0644 \u0642\u0631\u0627\u0631\u064d \u062d\u0642\u064a\u0642\u064a\u064d\u0651 \u064a\u0648\u0627\u062c\u0647\u0647 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0646\u062f \u0642\u0631\u0627\u0631\u0647\u0645 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629. \u0648\u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0645\u062c\u0627\u0646\u064a\u062a\u0627\u0646\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0634\u063a\u0644\u0627\u0646 \u0646\u0641\u0633 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 (open-weight models)\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u062d\u062a\u0641\u0638 \u0628\u0643\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a (prompts) \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643. \u0648\u0627\u0644\u0641\u0631\u0642 \u0644\u064a\u0633 \u0641\u064a \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u2014 \u0628\u0644 \u0641\u064a \u0627\u0644\u0641\u0644\u0633\u0641\u0629: \u0625\u062d\u062f\u0627\u0647\u0645\u0627 \u0623\u062f\u0627\u0629 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u064a\u0645\u0643\u0646\u0643 \u0628\u0631\u0645\u062c\u062a\u0647\u0627\u060c \u0648\u0627\u0644\u0623\u062e\u0631\u0649 \u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u062a\u062a\u0641\u0627\u0639\u0644 \u0645\u0639\u0647 \u0628\u0627\u0644\u0646\u0642\u0631. \u0648\u062a\u063a\u0637\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0641\u0631\u0648\u0642 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0628\u064a\u0646\u0647\u0645\u0627 \u0641\u064a \u0639\u0627\u0645 2026\u060c \u0645\u0639 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0642\u0627\u0626\u0642 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u064a\u0647\u0627.<\/p>\n<div style='background:#faf9ff;border:1px solid #e6e1f5;border-left:4px solid #6d28d9;border-radius:10px;padding:18px 22px;margin:28px 0;'>\n<p style='margin:0 0 10px;font-weight:700;color:#4c1d95;font-size:14px;letter-spacing:.5px;text-transform:uppercase;'>Quick answer<\/p>\n<p style='margin:0;'><strong>\u0627\u062e\u062a\u0631 Ollama \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0637\u0648\u0651\u0631\u064b\u0627<\/strong> \u2014 \u0641\u0647\u0648 \u064a\u0639\u0645\u0644 \u0643\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI\u060c \u0648\u064a\u064f\u062f\u0627\u0631 \u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 (headless) \u0639\u0644\u0649 \u0627\u0644\u062e\u0648\u0627\u062f\u0645\u060c \u0648\u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647 \u0628\u0633\u0644\u0627\u0633\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a (Docker). <strong>Choose LM Studio if you want a graphical app<\/strong> \u2014 \u0641\u0647\u0648 \u064a\u0636\u0645 \u0645\u0633\u062a\u0639\u0631\u0636 \u0646\u0645\u0627\u0630\u062c \u0645\u062f\u0645\u062c\u064b\u0627 \u0648\u0646\u0627\u0641\u0630\u0629 \u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a Apple Silicon \u064a\u0645\u0643\u0646\u0647 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 MLX \u0645\u0646 \u0634\u0631\u0643\u0629 \u0622\u0628\u0644 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0623\u0633\u0631\u0639 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 llama.cpp. \u0648\u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0645\u062c\u0627\u0646\u064a\u062a\u0627\u0646\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u062f\u0639\u0645\u0627\u0646 \u0646\u0641\u0633 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0633\u064a\u0642 GGUF\u060c \u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u0642\u0648\u0645\u0648\u0646 \u0628\u062a\u062b\u0628\u064a\u062a \u0643\u0644\u064a\u0647\u0645\u0627.<\/p>\n<\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-flat ez-toc-counter ez-toc-container-direction\">\n<label for=\"ez-toc-cssicon-toggle-item-6a705c3f64dee\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u062a\u0628\u062f\u064a\u0644<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #000000;color:#000000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #000000;color:#000000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a705c3f64dee\"  aria-label=\"\u062a\u0628\u062f\u064a\u0644\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#Ollama_vs_LM_Studio_at_a_glance\" >\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0645\u0642\u0627\u0631\u0646\u0629 Ollama \u0648LM Studio<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#What_Ollama_actually_is\" >\u0645\u0627 \u0647\u0648 Ollama \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#What_LM_Studio_actually_is\" >\u0645\u0627 \u0647\u0648 LM Studio \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#Speed_and_memory_mostly_the_same_with_two_exceptions\" >\u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629: \u0645\u062a\u0634\u0627\u0628\u0647\u062a\u0627\u0646 \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631\u060c \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u062d\u0627\u0644\u062a\u064a\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#Which_one_should_you_install_first\" >\u0623\u064a\u064f\u0651\u0647\u0645\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u062b\u0628\u0651\u062a\u0647 \u0623\u0648\u0644\u064b\u0627\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#Beyond_the_two_vLLM_and_llamacpp\" >\u0645\u0627 \u0648\u0631\u0627\u0621 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646: vLLM \u0648llama.cpp<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio\/#Frequently_asked_questions\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Ollama_vs_LM_Studio_at_a_glance\"><\/span>\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0645\u0642\u0627\u0631\u0646\u0629 Ollama \u0648LM Studio<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div style='background:#faf9ff;border:1px solid #e6e1f5;border-radius:10px;padding:18px 22px;margin:28px 0;overflow-x:auto;'>\n<table style='width:100%;border-collapse:collapse;font-size:15px;'>\n<tr>\n<th style='text-align:left;padding:8px 10px;border-bottom:2px solid #e6e1f5;color:#4c1d95;'><\/th>\n<th style='text-align:left;padding:8px 10px;border-bottom:2px solid #e6e1f5;color:#4c1d95;'>Ollama<\/th>\n<th style='text-align:left;padding:8px 10px;border-bottom:2px solid #e6e1f5;color:#4c1d95;'>LM Studio<\/th>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631 + \u062e\u0627\u062f\u0645 \u0641\u064a \u0627\u0644\u062e\u0644\u0641\u064a\u0629<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0648\u0627\u062c\u0647\u0629 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0631\u0633\u0648\u0645\u064a\u0629 (GUI) \u0645\u0639 \u0646\u0627\u0641\u0630\u0629 \u062f\u0631\u062f\u0634\u0629<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'><code>ollama pull llama3.1<\/code><\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0646\u0642\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0645\u062a\u0627\u062d\u0629 \u062f\u0627\u0626\u0645\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0641\u0630 11434\u060c \u0648\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u062e\u0627\u062f\u0645 \u0645\u062d\u0644\u064a \u0627\u062e\u062a\u064a\u0627\u0631\u064a \u064a\u0645\u0643\u0646\u0643 \u062a\u0641\u0639\u064a\u0644\u0647 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0628\u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 (Headless) \u0623\u0648 \u0639\u0646 \u0628\u064f\u0639\u062f<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0646\u0639\u0645 \u2014 \u0645\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0630\u0644\u0643\u060c \u0645\u0639 \u0635\u0648\u0631\u0629 \u0631\u0633\u0645\u064a\u0629 \u062c\u0627\u0647\u0632\u0629 \u0644\u0640 Docker<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0644\u0627 \u2014 \u064a\u062a\u0637\u0644\u0628 \u062c\u0644\u0633\u0629 \u0633\u0637\u062d \u0645\u0643\u062a\u0628<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a Apple Silicon<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>llama.cpp (Metal)<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>llama.cpp <em>\u0623\u0648<\/em> MLX \u2014 \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0623\u0633\u0631\u0639 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0645\u0627\u0643<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0645\u0643\u062a\u0628\u0629 \u0645\u064f\u0646\u062a\u0642\u0627\u0629 \u0628\u0639\u0646\u0627\u064a\u0629\u060c \u0628\u0623\u0633\u0645\u0627\u0621 \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0646\u0638\u0645\u0629<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0628\u062d\u062b \u0643\u0627\u0645\u0644 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0641\u064a \u0645\u0648\u0642\u0639 Hugging Face<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646\u060c \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u062f\u0627\u0626\u0645\u064b\u0627<\/td>\n<td style='padding:8px 10px;border-bottom:1px solid #efecf8;'>\u0627\u0644\u062a\u062c\u0631\u064a\u0628\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u063a\u064a\u0631 \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646<\/td>\n<\/tr>\n<tr>\n<td style='padding:8px 10px;'>\u0627\u0644\u0633\u0639\u0631<\/td>\n<td style='padding:8px 10px;'>\u0645\u062c\u0627\u0646\u064a \u0648\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/td>\n<td style='padding:8px 10px;'>\u0645\u062c\u0627\u0646\u064a (\u0644\u0643\u0646 \u0645\u0635\u062f\u0631\u0647 \u0645\u063a\u0644\u0642)<\/td>\n<\/tr>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Ollama_actually_is\"><\/span>\u0645\u0627 \u0647\u0648 Ollama \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u0642\u0648\u0645 Ollama \u0628\u062a\u062b\u0628\u064a\u062a \u062e\u062f\u0645\u0629 \u0635\u063a\u064a\u0631\u0629 \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0648\u0623\u062f\u0627\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631. \u0648\u064a\u0645\u0643\u0646\u0643 \u0633\u062d\u0628 (pull) \u0646\u0645\u0648\u0630\u062c \u0645\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0633\u0645\u0647\u060c \u0648\u0645\u0646 \u0627\u0644\u0644\u062d\u0638\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0641\u064a\u0647\u0627 \u0628\u0630\u0644\u0643\u060c \u064a\u0635\u0628\u062d \u0628\u0625\u0645\u0643\u0627\u0646 \u0623\u064a \u062a\u0637\u0628\u064a\u0642 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 HTTP \u0645\u062d\u0644\u064a\u0629 \u062a\u062a\u062d\u062f\u062b \u0646\u0641\u0633 \u0644\u063a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI. \u0648\u0647\u0630\u0647 \u0627\u0644\u0642\u0631\u0627\u0631\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u064a\u0629 \u0627\u0644\u0648\u0627\u062d\u062f\u0629 \u062a\u0641\u0633\u0651\u0631 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0648\u0631\u0627\u0621 \u0634\u0639\u0628\u064a\u062a\u0647 \u0627\u0644\u0648\u0627\u0633\u0639\u0629: \u0641\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0642\u0627\u0626\u0645 \u0627\u0644\u0630\u064a \u064a\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c \u0633\u062d\u0627\u0628\u064a \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u062a\u0627\u062c \u0641\u0642\u0637 \u0625\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u064a\u0628\u062f\u0623 \u0628\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u062c\u0647\u0627\u0632\u0643 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0633\u062d\u0627\u0628\u064a.<\/p>\n<p>\u0648\u0647\u0648 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0630\u064a \u064a\u0638\u0644 \u0641\u0639\u0651\u0627\u0644\u064b\u0627 \u062e\u0627\u0631\u062c \u0628\u064a\u0626\u0629 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628. \u0625\u0630 \u064a\u0645\u0643\u0646 \u0644\u0640 Ollama \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062e\u0627\u062f\u0645 \u0644\u064a\u0646\u0643\u0633 \u0628\u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 (headless)\u060c \u0623\u0648 \u062f\u0627\u062e\u0644 \u062d\u0627\u0648\u064a\u0629 Docker\u060c \u0623\u0648 \u062d\u062a\u0649 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0641\u064a \u063a\u0631\u0641\u0629 \u0623\u062e\u0631\u0649\u060c \u0648\u0644\u0630\u0644\u0643 \u062a\u064f\u0628\u0646\u0649 \u0645\u0639\u0638\u0645 \u0645\u0643\u062f\u0633\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0651\u0627 (self-hosted AI stacks) \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 (home-lab setups) \u0639\u0644\u064a\u0647. \u0623\u0645\u0627 \u0627\u0644\u062b\u0645\u0646 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0644\u0647\u0630\u0627 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0641\u0647\u0648 \u0623\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0642\u0635\u0648\u0631\u064c \u0639\u0645\u062f\u0627\u064b \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0636\u064a\u0642 \u2014 \u0623\u064a \u0645\u0643\u062a\u0628\u0629 \u0645\u064f\u0646\u062a\u0642\u0627\u0629 \u0628\u0639\u0646\u0627\u064a\u0629 \u0628\u0623\u0633\u0645\u0627\u0621 \u0648\u0627\u0636\u062d\u0629\u060c \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0647\u0627\u0626\u0644 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631. \u0631\u0627\u062c\u0639 <a href='\/ar\/what-is-ollama-complete-guide-2026\/'>\u062f\u0644\u064a\u0644\u0646\u0627 \u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0646 Ollama<\/a> \u0648 <a href='\/ar\/ollama-models-list-2026\/'>\u0642\u0627\u0626\u0645\u0629 \u0646\u0645\u0627\u0630\u062c Ollama<\/a> \u0644\u0645\u0627 \u0647\u0648 \u0645\u062a\u0627\u062d\u064c \u0641\u0639\u0644\u064a\u064b\u0651\u0627.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_LM_Studio_actually_is\"><\/span>\u0645\u0627 \u0647\u0648 LM Studio \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>LM Studio \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0645\u0643\u062a\u0628. \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0646\u0645\u0648\u0630\u062c \u0645\u0627\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u062a\u0646\u0632\u064a\u0644\u0647 \u0639\u0628\u0631 \u0634\u0631\u064a\u0637 \u062a\u0642\u062f\u064f\u0651\u0645\u060c \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639\u0647 \u0641\u064a \u0646\u0627\u0641\u0630\u0629 \u2014 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 (Terminal) \u0641\u064a \u0623\u064a \u0645\u0631\u062d\u0644\u0629. \u0648\u064a\u0628\u062d\u062b \u0645\u0633\u062a\u0639\u0631\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062e\u0627\u0635 \u0628\u0647 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a \u0645\u0646\u0635\u0629 Hugging Face\u060c \u0644\u0630\u0627 \u062a\u0638\u0647\u0631 \u0627\u0644\u062a\u062e\u0635\u064a\u0635\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u0646\u0627\u062f\u0631\u0629 \u0648\u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062c\u062f\u064b\u0651\u0627 \u0642\u0628\u0644 \u0648\u0635\u0648\u0644\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0645\u064f\u0646\u062a\u0642\u0627\u0629 \u064a\u062f\u0648\u064a\u064b\u0651\u0627\u060c \u0643\u0645\u0627 \u064a\u064f\u0628\u0644\u063a\u0643 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u0644\u0641\u064c\u0651 \u0645\u0639\u064a\u0646\u064c \u0633\u064a\u062a\u0651\u0633\u0639 \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u062c\u0647\u0627\u0632\u0643 \u0623\u0645 \u0644\u0627.<\/p>\n<p>\u0648\u0645\u064a\u0632\u062a\u0647 \u0627\u0644\u0647\u0627\u062f\u0626\u0629 \u062a\u0643\u0645\u0646 \u0641\u064a \u0623\u062c\u0647\u0632\u0629 \u0634\u0631\u0643\u0629 \u0622\u0628\u0644. \u0625\u0630 \u064a\u0645\u0643\u0646 \u0644\u0640 LM Studio \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0628\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0622\u0628\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a <strong>MLX<\/strong>, \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a llama.cpp \u2014 \u0648\u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0622\u0628\u0644 Silicon\u060c \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0624\u062f\u064a \u0630\u0644\u0643 \u0625\u0644\u0649 \u062a\u0648\u0644\u064a\u062f \u0623\u0633\u0631\u0639 \u0628\u0634\u0643\u0644\u064d \u0645\u0644\u062d\u0648\u0638 \u0644\u0646\u0641\u0633 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0641\u0625\u0630\u0627 \u0643\u0627\u0646 \u062c\u0647\u0627\u0632\u0643 \u0639\u0628\u0627\u0631\u0629\u064b \u0639\u0646 \u062c\u0647\u0627\u0632 MacBook \u0623\u0648 Mac Studio\u060c \u0641\u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0641\u0631\u0648\u0642\u0629 \u0627\u0644\u0623\u0628\u0631\u0632 \u0648\u0627\u0644\u0623\u0643\u062b\u0631 \u0648\u0636\u0648\u062d\u064b\u0627 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Speed_and_memory_mostly_the_same_with_two_exceptions\"><\/span>\u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629: \u0645\u062a\u0634\u0627\u0628\u0647\u062a\u0627\u0646 \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631\u060c \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u062d\u0627\u0644\u062a\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u062a\u0634\u063a\u0650\u0651\u0644 \u0643\u0644\u062a\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0646\u0641\u0633 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u064f\u0643\u0645\u064e\u0651\u0646\u0629 (quantised)\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0641\u0631\u0642 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 (throughput) \u064a\u0643\u0648\u0646 \u0639\u0627\u062f\u0629\u064b \u0636\u0626\u064a\u0644\u064b\u0627 \u062c\u062f\u064b\u0651\u0627 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u062a\u0637\u0627\u0628\u0642\u0629 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0639\u062a\u0627\u062f. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0630\u0627\u062a \u0623\u0647\u0645\u064a\u0629. \u0623\u0648\u0644\u064b\u0627: \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 MLX \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0622\u0628\u0644 Silicon\u060c \u0643\u0645\u0627 \u0633\u0628\u0642 \u0627\u0644\u0630\u0643\u0631. \u062b\u0627\u0646\u064a\u064b\u0627: \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629: \u0641\u0640 LM Studio \u064a\u064f\u0639\u0631\u0650\u0636 \u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642 (context length) \u0648\u0639\u062f\u062f \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062a\u0641\u0631\u064a\u063a \u0625\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU offload layers) \u0648\u062d\u062c\u0645 \u0627\u0644\u062f\u0641\u0639\u0629 (batch size) \u0641\u064a \u0644\u0648\u062d\u0629 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0648\u0627\u0636\u062d\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0627\u062a Ollama \u062d\u0630\u0631\u0629 \u062c\u062f\u064b\u0651\u0627 \u0648\u062a\u062a\u063a\u064a\u064e\u0651\u0631 \u0639\u0628\u0631 \u0645\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c (modelfile) \u0623\u0648 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 (environment variables) \u2014 \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0641\u0625\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u00ab\u0645\u0646 \u0627\u0644\u0635\u0646\u062f\u0648\u0642\u00bb \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0642\u064a\u0633 \u0627\u0644\u0641\u0631\u0648\u0642 \u0641\u064a \u0627\u0644\u062a\u0647\u064a\u0626\u0629 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0641\u0631\u0648\u0642 \u0627\u0644\u062c\u0648\u0647\u0631\u064a\u0629 \u0628\u064a\u0646 \u0645\u062d\u0631\u0643\u064a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0623\u0646\u0641\u0633\u0647\u0645\u0627.<\/p>\n<p>\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0645\u062a\u0637\u0627\u0628\u0642\u0629 \u0644\u0623\u0646 \u0627\u0644\u0642\u064a\u062f \u064a\u0643\u0645\u0646 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u0648\u0644\u064a\u0633 \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0629. \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u062a\u0631\u0627\u0648\u062d \u062d\u062c\u0645\u0647 \u0628\u064a\u0646 \u0667 \u0648\u0668 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 (7\u20138B) \u0639\u0646\u062f \u062f\u0642\u0629 \u0664 \u0628\u062a \u064a\u062d\u062a\u0627\u062c \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0625\u0644\u0649 \u0665\u2013\u0666 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0623\u0645\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0667\u0660 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 (70B) \u0641\u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0664\u0660\u2013\u0664\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0647\u0627\u0645\u0634 \u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0644\u0644\u0633\u064a\u0627\u0642. \u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0648\u0627\u0641\u0642 \u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0645\u0639\u064a\u064e\u0651\u0646 \u0645\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href='\/ar\/llm-vram-calculator\/'>\u062d\u0627\u0633\u0628\u0629 VRAM \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0627 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLM)<\/a>.<\/p>\n<div style='background:#fffdf5;border:1px solid #f0e6c8;border-left:4px solid #b45309;border-radius:10px;padding:18px 22px;margin:28px 0;'>\n<p style='margin:0 0 10px;font-weight:700;color:#92400e;font-size:14px;letter-spacing:.5px;text-transform:uppercase;'>Convly&#8217;s take<\/p>\n<p style='margin:0;'>\u0647\u0630\u0647 \u0644\u064a\u0633\u062a \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0645\u0633\u0627\u0628\u0642\u0629 \u2014 \u0628\u0644 \u0647\u064a \u062a\u0642\u0633\u064a\u0645 \u0644\u0644\u0639\u0645\u0644\u060c \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u0635\u0627\u062f\u0642\u0629 \u0647\u064a \u0627\u0644\u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0639\u062a\u0628\u0627\u0631 \u0627\u0644\u0623\u0645\u0631 \u0627\u062e\u062a\u064a\u0627\u0631\u064b\u0627 \u0628\u064a\u0646 \u0647\u0630\u0627 \u0623\u0648 \u0630\u0627\u0643. \u0627\u0633\u062a\u062e\u062f\u0645 LM Studio \u0644\u0627\u0643\u062a\u0634\u0627\u0641 <em>\u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/em>: \u0627\u0633\u062a\u0639\u0631\u0636 \u0645\u0646\u0635\u0629 Hugging Face\u060c \u0648\u062c\u0631\u0628 \u062b\u0644\u0627\u062b \u0646\u0633\u062e \u0645\u0643\u0645\u064e\u0651\u0646\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u062c\u062f\u064a\u062f\u060c \u0648\u0627\u0646\u0638\u0631 \u0623\u064a \u0645\u0646\u0647\u0627 \u064a\u062a\u062d\u0645\u0651\u0644\u0647 \u062c\u0647\u0627\u0632\u0643. \u062b\u0645 \u0627\u0633\u062a\u062e\u062f\u0645 Ollama \u0644\u0644\u062a\u0634\u063a\u064a\u0644 <em>\u0646\u0634\u0631<\/em>: \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0639\u0631\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f\u0647\u060c \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644\u0647 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0641\u0642\u0637\u060c \u0648\u062f\u0639 \u0643\u0644 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 (scripts) \u0648\u0645\u0644\u062d\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0631\u0650\u0651\u0631\u0627\u062a (editor plugins) \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062c\u0627\u0646\u0628\u064a\u0629 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643 \u062a\u062a\u0635\u0644 \u0628\u0646\u0641\u0633 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 (endpoint). \u0625\u0646 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0630\u064a\u0646 \u064a\u0633\u062a\u0641\u064a\u062f\u0648\u0646 \u0623\u0643\u062b\u0631 \u0645\u0627 \u064a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0645\u0639\u064b\u0627 \u2014 \u0648\u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635 \u0627\u0644\u0635\u0644\u0628 \u0623\u0631\u062e\u0635 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0636\u0627\u0626\u0639 \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u064a\u0646 \u0625\u062d\u062f\u0627\u0647\u0645\u0627.<\/p>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Which_one_should_you_install_first\"><\/span>\u0623\u064a\u064f\u0651\u0647\u0645\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u062b\u0628\u0651\u062a\u0647 \u0623\u0648\u0644\u064b\u0627\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0643\u062a\u0628 \u0623\u0643\u0648\u0627\u062f\u064b\u0627 \u0648\u062a\u0631\u064a\u062f \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629<\/strong> \u2192 \u0627\u0633\u062a\u062e\u062f\u0645 Ollama. \u0641\u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0647\u064a \u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0623\u0631\u062f\u062a \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a \u062f\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0641\u064a\u0629<\/strong> \u2192 \u0627\u0633\u062a\u062e\u062f\u0645 LM Studio. \u0641\u0633\u062a\u0643\u0648\u0646 \u0642\u062f \u0628\u062f\u0623\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062e\u0644\u0627\u0644 \u0639\u0634\u0631 \u062f\u0642\u0627\u0626\u0642 \u0645\u0646 \u0627\u0646\u062a\u0647\u0627\u0621 \u0627\u0644\u062a\u0646\u0632\u064a\u0644.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u062c\u0647\u0627\u0632 MacBook \u0623\u0648 Mac Studio<\/strong> \u2192 \u0627\u0628\u062f\u0623 \u0628\u0640 LM Studio \u0623\u0648\u0644\u064b\u0627\u060c \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u064a\u0632\u0629 \u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u064a \u064a\u0648\u0641\u0650\u0651\u0631\u0647\u0627 \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 MLX\u061b \u0648\u0623\u0636\u0641 Ollama \u0644\u0627\u062d\u0642\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0628\u062f\u0623 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0634\u0631\u0648\u0639 \u0645\u0627.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0623\u0631\u062f\u062a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u062e\u0627\u062f\u0648\u0645 \u0645\u0646\u0632\u0644\u064a \u0623\u0648 \u0636\u0645\u0646 \u062d\u0627\u0648\u064a\u0629 Docker<\/strong> \u2192 \u0627\u0633\u062a\u062e\u062f\u0645 Ollama\u060c \u0648\u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0646\u0627\u0641\u0633\u064c \u062d\u0642\u064a\u0642\u064a\u064c\u0651 \u0644\u0647 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0627\u0642.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0623\u0631\u062f\u062a \u0645\u0642\u0627\u0631\u0646\u0629 \u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0633\u0631\u0639\u0629<\/strong> \u2192 \u0645\u0633\u062a\u0639\u0631\u0636 LM Studio \u0648\u062a\u062d\u0630\u064a\u0631\u0627\u062a\u0647 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u062d\u0648\u0644 \u0645\u062f\u0649 \u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0630\u0627\u0643\u0631\u0629 \u062c\u0647\u0627\u0632\u0643 \u064a\u0648\u0641\u0631\u0627\u0646 \u0648\u0642\u062a\u064b\u0627 \u062d\u0642\u064a\u0642\u064a\u064b\u0651\u0627.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Beyond_the_two_vLLM_and_llamacpp\"><\/span>\u0645\u0627 \u0648\u0631\u0627\u0621 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646: vLLM \u0648llama.cpp<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u064f\u0648\u0641\u0650\u0651\u0631 \u0627\u0644\u062e\u062f\u0645\u0629 \u0644\u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644 \u0628\u0645\u0641\u0631\u062f\u0643\u060c \u0641\u0644\u064a\u0633\u062a \u0623\u064a\u064c\u0651 \u0645\u0646 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0647\u064a \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u2014 <strong>vLLM<\/strong> \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0623\u0639\u0644\u0649 \u0628\u0643\u062b\u064a\u0631\u060c \u0648 <strong>llama.cpp<\/strong> \u064a\u0645\u0646\u062d\u0643 \u062a\u062d\u0643\u0645\u064b\u0627 \u0623\u062f\u0646\u0649 \u0645\u0633\u062a\u0648\u0649\u064b \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0646 (quantisation) \u0648\u0641\u064a \u0627\u0644\u0639\u062a\u0627\u062f. \u0648\u0646\u0642\u0627\u0631\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u0641\u064a <a href='\/ar\/ollama-vs-lm-studio-vs-vllm-vs-llama-cpp-2026\/'>\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 Ollama \u0648LM Studio \u0648vLLM \u0648llama.cpp<\/a>. \u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0632\u0646 \u062e\u064a\u0627\u0631\u0627\u062a\u0643 \u0628\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0639\u062a\u0627\u062f \u0645\u062d\u0644\u064a \u0623\u0648 \u0627\u0644\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0631\u0645\u0632 (token)\u060c \u0641\u0625\u0646 <a href='\/ar\/self-hosting-vs-api-calculator\/'>\u062d\u0627\u0633\u0628\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/a> \u062d\u0627\u0633\u0628\u0629 \u0627\u0644\u062a\u0639\u0627\u062f\u0644 (break-even calculator) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0627 \u062a\u064f\u0638\u0647\u0631 \u0644\u0643 \u0627\u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u062a\u064a \u062a\u0635\u0628\u062d \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u062a\u0633\u0627\u0648\u064a\u0629 \u0641\u064a \u062d\u0627\u0644\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Frequently_asked_questions\"><\/span>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>\u0647\u0644 \u064a\u0639\u062f\u0651 LM Studio \u0623\u0633\u0631\u0639 \u0645\u0646 Ollama\u061f<\/h3>\n<p>\u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0622\u0628\u0644 Silicon\u060c \u0646\u0639\u0645 \u0639\u0627\u062f\u0629\u064b \u2014 \u0625\u0630 \u064a\u0645\u0643\u0646 \u0644\u0640 LM Studio \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 MLX \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0622\u0628\u0644\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u064e\u0651\u0642 \u0639\u0645\u0648\u0645\u064b\u0627 \u0639\u0644\u0649 \u0645\u0633\u0627\u0631 llama.cpp \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647 Ollama. \u0623\u0645\u0627 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 Windows \u0648Linux \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f\u0629 \u0628\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0646 \u0646\u0648\u0639 NVIDIA\u060c \u0641\u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u062a\u0634\u0627\u0628\u0647 \u062c\u062f\u064b\u0651\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0639\u0648\u062f \u0627\u0644\u0641\u0631\u0648\u0642\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0633\u0629 \u0625\u0644\u0649 \u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0641\u0631\u064a\u063a \u0625\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0645\u062d\u0631\u0643\u0627\u062a \u0646\u0641\u0633\u0647\u0627.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Ollama \u0648LM Studio \u0645\u0639\u064b\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u061f<\/h3>\n<p>\u0646\u0639\u0645\u060c \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u0641\u0639\u0644\u0647 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0641\u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u062a\u064f\u062b\u0628\u064e\u0651\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u0648\u062a\u064f\u062e\u0632\u064e\u0651\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0645\u062c\u0644\u062f\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0629. \u0648\u0627\u0644\u062a\u062d\u0630\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u064a \u0627\u0644\u0648\u062d\u064a\u062f \u0647\u0648 \u0627\u0644\u0630\u0627\u0643\u0631\u0629: \u0641\u0644\u0627 \u062a\u062d\u0627\u0648\u0644 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0646\u0645\u0648\u0630\u062c \u0643\u0628\u064a\u0631 \u0645\u062d\u0645\u0644\u064b\u0627 \u0641\u064a \u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f\u060c \u0648\u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u062a\u0634\u063a\u064a\u0644 \u062e\u062f\u0645\u062a\u064a\u0646 \u0645\u062d\u0644\u064a\u062a\u064a\u0646 \u0641\u064a \u0622\u0646\u064d \u0648\u0627\u062d\u062f\u060c \u0641\u062e\u0635\u0635 \u0644\u0647\u0645\u0627 \u0645\u0646\u0641\u0630\u064a\u0646 (ports) \u0645\u062e\u062a\u0644\u0641\u064a\u0646.<\/p>\n<h3>\u0647\u0644 \u064a\u062d\u062a\u0648\u064a LM Studio \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 (API) \u0645\u062b\u0644 Ollama\u061f<\/h3>\n<p>\u0646\u0639\u0645 \u2014 \u064a\u0636\u0645 LM Studio \u0648\u0636\u0639 \u0627\u0644\u062e\u0627\u062f\u0648\u0645 \u0627\u0644\u0645\u062d\u0644\u064a (local server mode) \u0645\u0639 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 OpenAI. \u0648\u0627\u0644\u0641\u0631\u0642 \u0647\u0648 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u062a\u064f\u0641\u0639\u064e\u0651\u0644 \u062f\u0627\u062e\u0644 \u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0628\u062f\u0623 \u062e\u062f\u0645\u0629 Ollama \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0651\u0627 \u0639\u0646\u062f \u0628\u062f\u0621 \u062a\u0634\u063a\u064a\u0644 \u062c\u0647\u0627\u0632\u0643 \u0648\u062a\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u062a\u0627\u062d\u0629 \u062f\u0627\u0626\u0645\u064b\u0627.<\/p>\n<h3>\u0647\u0644 Ollama \u0648LM Studio \u0645\u062c\u0627\u0646\u064a\u0627\u0646\u061f<\/h3>\n<p>\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u062c\u0627\u0646\u064a\u0627\u0646 \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a. \u0643\u0645\u0627 \u0623\u0646 Ollama \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0623\u0645\u0627 LM Studio \u0641\u0647\u0648 \u0645\u062c\u0627\u0646\u064a \u0644\u0643\u0646\u0647 \u063a\u064a\u0631 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631. \u0648\u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0639\u062a\u0627\u062f \u0648\u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621\u060c \u0644\u0627 \u062a\u0648\u062c\u062f \u062a\u0643\u0644\u0641\u0629 \u0641\u0639\u0644\u064a\u0629 \u0623\u062e\u0631\u0649 \u0639\u0644\u064a\u0643 \u0641\u064a \u0623\u064a \u0645\u0646 \u0627\u0644\u062d\u0627\u0644\u062a\u064a\u0646.<\/p>\n<h3>\u0623\u064a\u0647\u0645\u0627 \u064a\u0633\u062a\u0647\u0644\u0643 \u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0623\u0642\u0644\u060c Ollama \u0623\u0645 LM Studio\u061f<\/h3>\n<p>\u0644\u0627 \u0623\u062d\u062f \u0645\u0646\u0647\u0645\u0627 \u0628\u0634\u0643\u0644\u064d \u062c\u0648\u0647\u0631\u064a \u2014 \u0641\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u064a\u062a\u062d\u062f\u062f \u0628\u0648\u0627\u0633\u0637\u0629 \u0645\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u0644\u064a\u0633 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0623\u062f\u0627\u0629. \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0643\u0645\u064e\u0651\u0646 \u0628\u062f\u0642\u0629 \u0664 \u0628\u062a \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0643\u0645\u064a\u0629 \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0641\u064a \u0643\u0644\u0627 \u0627\u0644\u0623\u062f\u0627\u062a\u064a\u0646. \u0623\u0645\u0627 LM Studio \u0641\u064a\u062c\u0639\u0644 \u0647\u0630\u0627 \u0627\u0644\u0634\u0631\u0637 \u0623\u0643\u062b\u0631 \u0648\u0636\u0648\u062d\u064b\u0627 \u0623\u0645\u0627\u0645\u0643 \u0642\u0628\u0644 \u0627\u0644\u062a\u0646\u0632\u064a\u0644.<\/p>","protected":false},"excerpt":{"rendered":"<p>Ollama and LM Studio both run large language models on your own machine, and both are free \u2014 but they are built for different people. Here is an honest comparison of interface, performance, API access and hardware use, plus which one to pick for your setup.<\/p>","protected":false},"author":1,"featured_media":1789,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[5],"tags":[740,260,256,259,1047],"class_list":["post-1738","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-tools","tag-ai-tools","tag-lm-studio","tag-local-llm","tag-ollama","tag-self-hosting"],"_links":{"self":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/1738","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/comments?post=1738"}],"version-history":[{"count":2,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/1738\/revisions"}],"predecessor-version":[{"id":1864,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/1738\/revisions\/1864"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/media\/1789"}],"wp:attachment":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/media?parent=1738"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/categories?post=1738"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/tags?post=1738"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}