{"id":1106,"date":"2026-06-15T18:14:24","date_gmt":"2026-06-15T18:14:24","guid":{"rendered":"https:\/\/convly.ai\/lm-studio-complete-guide-2026\/"},"modified":"2026-08-01T06:46:38","modified_gmt":"2026-08-01T06:46:38","slug":"lm-studio-complete-guide-2026","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/","title":{"rendered":"LM Studio: \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 (2026)"},"content":{"rendered":"<p>\u064a\u064f\u0639\u062f LM Studio \u0623\u0642\u0631\u0628 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a \u0625\u0644\u0649 \u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u201c\u064a\u0639\u0645\u0644 \u0628\u0628\u0633\u0627\u0637\u0629\u201d. \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u062a\u0646\u0632\u064a\u0644\u0647\u060c \u0648\u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0643\u062a\u0627\u0644\u0648\u062c \u0627\u0644\u0645\u062f\u0645\u062c\u060c \u0648\u0627\u0644\u0646\u0642\u0631 \u0639\u0644\u0649 \u00ab\u062a\u062d\u0645\u064a\u0644\u00bb\u060c \u062b\u0645 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u2014 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u062d\u0637\u0629 \u0637\u0631\u0641\u064a\u0629\u060c \u0623\u0648 Docker\u060c \u0623\u0648 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u062a\u0643\u0648\u064a\u0646. \u0648\u0631\u0627\u0621 \u062a\u0644\u0643 \u0627\u0644\u0646\u0627\u0641\u0630\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u062a\u0648\u062c\u062f \u0645\u062d\u0631\u0643\u0627\u062a llama.cpp \u0648MLX \u0646\u0641\u0633\u0647\u0627 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0645\u0639\u0638\u0645 \u0645\u0646\u0638\u0648\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 (LLM)\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u0627\u062f\u0645 \u0628\u0646\u0642\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u064a\u062d\u0627\u0643\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI (API) \u062d\u062a\u0649 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0648\u062c\u0648\u062f \u0644\u062f\u064a\u0643 \u0645\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643 \u0627\u0644\u062e\u0627\u0635.<\/p>\n<p>This guide takes you from zero to a running local model through the GUI. We cover what LM Studio actually is in mid-2026, how to install it on Windows, macOS, and Linux, how to pick a model and quantization that fits your hardware, how to flip on the local server, and roughly how much VRAM and RAM you need. We also draw an honest line between LM Studio and Ollama, because they solve overlapping but different problems.<\/p>\n<div class=\"convly-tldr\">\n<h3>\u0623\u0628\u0631\u0632 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a<\/h3>\n<ul>\n<li><strong>LM Studio \u0647\u0648 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u064a\u0629<\/strong> \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 Element Labs (\u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0641 \u0648\u0631\u0627\u0621 LM Studio\u060c \u0648\u0627\u0644\u062a\u064a \u0623\u0633\u0633\u0647\u0627 \u0627\u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u0623\u0635\u0644\u064a \u0644\u0644\u062a\u0637\u0628\u064a\u0642) \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0630\u0627\u062a \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u2014 \u0648\u0647\u0648 \u0645\u062a\u0627\u062d \u0645\u062c\u0627\u0646\u064b\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u062e\u0635\u064a \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0645\u0646\u0630 8 \u064a\u0648\u0644\u064a\u0648 2025\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0631\u062e\u064a\u0635 \u0623\u0648 \u0645\u0644\u0621 \u0623\u064a \u0627\u0633\u062a\u0645\u0627\u0631\u0629.<\/li>\n<li><strong>\u0623\u062d\u062f\u062b \u0625\u0635\u062f\u0627\u0631 \u0645\u0633\u062a\u0642\u0631 \u0647\u0648 0.4.16 (8 \u064a\u0648\u0646\u064a\u0648 2026)<\/strong>, \u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0625\u0644\u0649 8 \u0622\u0644\u0627\u0641 \u062a\u0648\u0643\u0646\u060c \u0648\u0625\u0637\u0644\u0627\u0642 \u062a\u0637\u0628\u064a\u0642 \u201cLocally\u201d \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0623\u062c\u0647\u0632\u0629 iPhone \u0648iPad.<\/li>\n<li><strong>\u0648\u0647\u064a \u0645\u0632\u0648\u062f\u0629 \u0628\u0645\u062d\u0631\u0643\u064a\u0646:<\/strong> \u0645\u0644\u0641 llama.cpp \u0644\u0646\u0645\u0627\u0630\u062c GGUF (NVIDIA\/AMD\/Intel\/CPU) \u0648\u0645\u0644\u0641 MLX \u0644\u0645\u0646\u0635\u0629 Apple Silicon\u060c \u0645\u0639 \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0644\u0644\u062a\u0646\u0633\u0648\u0631 \u0639\u0628\u0631 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 (0.4.15) \u0648\u0641\u0643 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u062e\u0645\u064a\u0646\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0631 \u0644\u0640 MTP (0.4.14).<\/li>\n<li><strong>\u062e\u0627\u062f\u0645 \u0645\u062f\u0645\u062c \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI<\/strong> \u064a\u0639\u0631\u0636 \u0623\u064a \u0646\u0645\u0648\u0630\u062c \u062a\u0645 \u062a\u062d\u0645\u064a\u0644\u0647 \u0639\u0644\u0649 <code>http:\/\/localhost:1234\/v1<\/code> \u2014 \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u062a\u0648\u062c\u064a\u0647 \u0623\u064a \u062d\u0632\u0645\u0629 SDK \u0645\u0646 OpenAI \u0625\u0644\u0649 \u0639\u0646\u0648\u0627\u0646 URL \u0647\u0630\u0627\u060c \u0648\u0633\u062a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0623\u064a \u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0643\u0648\u062f.<\/li>\n<li><strong>\u0637\u0627\u0628\u0642 \u0627\u0644\u0623\u062c\u0647\u0632\u0629:<\/strong> \u0645\u0639\u0627\u0644\u062c AVX2\u060c \u0648\u064a\u064f\u0648\u0635\u0649 \u0628\u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631\u060c \u0648\u0630\u0627\u0643\u0631\u0629 \u0641\u064a\u062f\u064a\u0648 (VRAM) \u062a\u062a\u0631\u0627\u0648\u062d \u0633\u0639\u062a\u0647\u0627 \u0628\u064a\u0646 6 \u06489 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c 7B\u201313B \u0628\u0633\u0644\u0627\u0633\u0629 \u0639\u0646\u062f \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062c\u0648\u062f\u0629 Q4. \u064a\u062a\u0637\u0644\u0628 \u0646\u0638\u0627\u0645 macOS \u0645\u0639\u0627\u0644\u062c Apple Silicon \u0648\u0625\u0635\u062f\u0627\u0631 macOS 14 \u0623\u0648 \u0623\u062d\u062f\u062b.<\/li>\n<li><strong>\u0627\u062e\u062a\u0631 LM Studio \u0644\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061b \u0648\u0627\u062e\u062a\u0631 Ollama \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u063a\u064a\u0631 \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629.<\/strong> \u0625\u0646\u0647\u0645\u0627 \u0645\u062a\u0643\u0627\u0645\u0644\u0627\u0646\u060c \u0648\u0644\u064a\u0633\u0627 \u0645\u062a\u0646\u0627\u0641\u0633\u064a\u0646.<\/li>\n<\/ul>\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-6a705d204bc18\" 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-6a705d204bc18\"  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\/lm-studio-complete-guide-2026\/#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-2\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#Installing_LM_Studio_on_Windows_macOS_and_Linux\" >\u062a\u062b\u0628\u064a\u062a LM Studio \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 Windows \u0648macOS \u0648Linux<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#Downloading_and_choosing_a_model\" >\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#The_built-in_local_server_OpenAI-compatible_API\" >\u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0645\u062f\u0645\u062c (\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI)<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#Hardware_and_VRAM_what_you_actually_need\" >\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM): \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0641\u0639\u0644\u064a\u064b\u0651\u0627<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#LM_Studio_vs_Ollama_which_one_is_for_you\" >LM Studio \u0623\u0645 Ollama: \u0623\u064a\u0647\u0645\u0627 \u064a\u0646\u0627\u0633\u0628\u0643\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#FAQ\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#Bottom_line\" >\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/#Related_articles\" >\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<\/a><\/li><\/ul><\/nav><\/div>\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\u0642\u0648\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0636\u062e\u0645\u0629 \u0648\u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629. \u0648\u0644\u0627 \u064a\u063a\u0627\u062f\u0631 \u0623\u064a \u0634\u064a\u0621 \u062c\u0647\u0627\u0632\u0643. \u0648\u064a\u0636\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u062d\u0631\u0643\u064a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0647\u0645\u0627: <strong>llama.cpp<\/strong>, \u060c \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0628\u062a\u0646\u0633\u064a\u0642 \u0646\u0645\u0648\u0630\u062c GGUF \u0627\u0644\u0634\u0627\u0626\u0639 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 NVIDIA \u0648AMD \u0648Intel\u060c \u0648\u0643\u0630\u0644\u0643 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0641\u0642\u0637\u060c \u0648 <strong>MLX \u0645\u0646 \u0634\u0631\u0643\u0629 \u0622\u0628\u0644<\/strong>, \u060c \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062a\u0646\u0633\u064a\u0642 MLX \u0628\u0634\u0643\u0644 \u0623\u0635\u0644\u064a \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 Mac \u0645\u0646 \u0633\u0644\u0633\u0644\u0629 M. \u0648\u064a\u0648\u0641\u0631 \u0644\u0643 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062a\u0635\u0641\u062d\u064b\u0627 \u0644\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0646\u0627\u0641\u0630\u0629 \u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u063a\u0631\u0627\u0631 ChatGPT\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u0644 \u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u062d\u062f\u0629\u060c \u0648\u062e\u064a\u0627\u0631 \u062a\u0634\u063a\u064a\u0644\/\u0625\u064a\u0642\u0627\u0641 \u0627\u0644\u062e\u0627\u062f\u0645 \u2014 \u0643\u0644 \u0630\u0644\u0643 \u0641\u064a \u0646\u0627\u0641\u0630\u0629 \u0648\u0627\u062d\u062f\u0629.<\/p>\n<p>\u062a\u0645 \u062a\u0635\u0646\u064a\u0639 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062a\u062c \u0628\u0648\u0627\u0633\u0637\u0629 <strong>\u0634\u0631\u0643\u0629 \u0625\u064a\u0644\u064a\u0645\u0646\u062a \u0644\u0627\u0628\u0632\u060c \u0630.\u0645.\u0645.<\/strong>, \u060c \u0648\u0647\u064a \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u064a\u0631 LM Studio\u060c \u0648\u0627\u0644\u062a\u064a \u0623\u0633\u0633\u0647\u0627 \u0641\u064a \u0639\u0627\u0645 2023 \u064a\u0627\u062c\u064a\u0644 \u0628\u0648\u0631\u0648\u0641\u0633\u0643\u064a \u2014 \u0627\u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u0623\u0635\u0644\u064a \u0644\u0644\u062a\u0637\u0628\u064a\u0642. \u0627\u0639\u062a\u0628\u0627\u0631\u064b\u0627 \u0645\u0646 <strong>8 \u064a\u0648\u0644\u064a\u0648 2025<\/strong> \u0623\u0635\u0628\u062d <strong>\u0645\u062c\u0627\u0646\u064b\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0639\u0645\u0644<\/strong>, \u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u0634\u0631\u0637 \u0627\u0644\u0633\u0627\u0628\u0642 \u0627\u0644\u0645\u062a\u0645\u062b\u0644 \u0641\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0637\u0644\u0628 \u062a\u0631\u062e\u064a\u0635 \u062a\u062c\u0627\u0631\u064a \u0645\u0646\u0641\u0635\u0644. \u064a\u0645\u0643\u0646\u0643 \u0623\u0646\u062a \u0648\u0641\u0631\u064a\u0642\u0643 \u062a\u062b\u0628\u064a\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0623\u063a\u0631\u0627\u0636 \u062a\u062c\u0627\u0631\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0644\u0621 \u0623\u064a \u0627\u0633\u062a\u0645\u0627\u0631\u0629 \u0623\u0648 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0623\u0648 \u062f\u0641\u0639 \u0623\u064a \u0631\u0633\u0648\u0645. \u0648\u0647\u0646\u0627\u0643 \u0625\u0635\u062f\u0627\u0631 \u0645\u062f\u0641\u0648\u0639 \u0645\u0646\u0641\u0635\u0644 \u064a\u064f\u0633\u0645\u0649 \u00abLM Studio Enterprise\u00bb \u0645\u062e\u0635\u0635 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0645\u0648\u062d\u062f (SSO)\u060c \u0648\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\/MCP\u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062e\u0627\u0635\u060c \u0644\u0643\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u0631\u063a\u0628 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647 \u0645\u062a\u0627\u062d \u0645\u062c\u0627\u0646\u064b\u0627.<\/p>\n<p>\u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0631 \u0627\u0644\u062d\u0627\u0644\u064a \u0647\u0648 <strong>0.4.16<\/strong>, \u060c \u0627\u0644\u0630\u064a \u062a\u0645 \u0625\u0635\u062f\u0627\u0631\u0647 \u0641\u064a 8 \u064a\u0648\u0646\u064a\u0648 2026. \u0648\u0642\u062f \u0634\u0647\u062f\u062a \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u062a\u0637\u0648\u0631\u0627\u064b \u0633\u0631\u064a\u0639\u0627\u064b: \u0623\u0636\u0627\u0641 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.4.10 \u062f\u0639\u0645 OAuth \u0644\u062e\u0648\u0627\u062f\u0645 MCP\u060c \u0648\u0623\u0635\u062f\u0631 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.4.14 \u0645\u064a\u0632\u0629 \u0641\u0643 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u062a\u062e\u0645\u064a\u0646\u064a MTP \u0627\u0644\u0645\u0633\u062a\u0642\u0631\u0629 (\u062a\u0648\u0644\u064a\u062f \u0623\u0633\u0631\u0639 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0631\u0624\u0648\u0633 \u0627\u0644\u062a\u0646\u0628\u0624 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0631\u0645\u0648\u0632)\u060c \u0648\u0623\u0636\u0627\u0641\u062a \u0627\u0644\u0646\u0633\u062e\u0629 0.4.15 \u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0627\u0644\u062a\u0646\u0633\u0648\u0631\u064a \u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0631\u0641\u0639\u062a \u0627\u0644\u0646\u0633\u062e\u0629 0.4.16 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0625\u0644\u0649 8 \u0622\u0644\u0627\u0641 \u0631\u0645\u0632\u060c \u0643\u0645\u0627 \u0623\u062f\u062e\u0644\u062a \u062a\u0637\u0628\u064a\u0642 \u201cLocally\u201d \u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0644\u0623\u062c\u0647\u0632\u0629 iPhone\/iPad \u0627\u0644\u0630\u064a \u064a\u0628\u062b \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0646 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0639\u0628\u0631 LM Link.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Installing_LM_Studio_on_Windows_macOS_and_Linux\"><\/span>\u062a\u062b\u0628\u064a\u062a LM Studio \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 Windows \u0648macOS \u0648Linux<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u062a\u0645 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0643\u0623\u064a \u0639\u0645\u0644\u064a\u0629 \u062a\u062b\u0628\u064a\u062a \u0639\u0627\u062f\u064a\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u2014 \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0646 \u0645\u0648\u0642\u0639 lmstudio.ai \u0648\u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644\u0647. \u0644\u0643\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u062a\u0643\u0645\u0646 \u0641\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0643\u062a\u0633\u0628 \u0623\u0647\u0645\u064a\u0629 \u0623\u0643\u0628\u0631 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0639\u0627\u062f\u064a\u0629\u060c \u0644\u0623\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u0648\u0627\u0645\u0631 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629.<\/p>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0627\u0644\u0645\u0646\u0635\u0629<\/th>\n<th>\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a<\/th>\n<th>\u0645\u0644\u0627\u062d\u0638\u0627\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0648\u064a\u0646\u062f\u0648\u0632<\/td>\n<td>x64 \u0623\u0648 ARM\u060c \u0645\u0639\u0627\u0644\u062c \u064a\u062f\u0639\u0645 AVX2<\/td>\n<td>\u064a\u062f\u0639\u0645 Snapdragon X Elite (ARM)\u061b \u0645\u064f\u062b\u0628\u0650\u0651\u062a .exe \u0642\u064a\u0627\u0633\u064a<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0627\u0643 \u0623\u0648 \u0625\u0633<\/td>\n<td>Apple Silicon (M1\u2013M4)\u060c macOS 14.0 \u0623\u0648 \u0623\u062d\u062f\u062b<\/td>\n<td>\u0623\u062c\u0647\u0632\u0629 Mac \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0645\u0639\u0627\u0644\u062c\u0627\u062a Intel \u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629\u061b \u064a\u0641\u062a\u062d \u0645\u062d\u0631\u0643 MLX<\/td>\n<\/tr>\n<tr>\n<td>\u0644\u064a\u0646\u0643\u0633<\/td>\n<td>x64 \u0623\u0648 ARM64\u060c Ubuntu 20.04 \u0623\u0648 \u0623\u062d\u062f\u062b<\/td>\n<td>\u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639\u0647 \u0643\u0645\u0644\u0641 AppImage\u061b \u0623\u0645\u0627 \u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0644\u064a\u0646\u0643\u0633 \u0627\u0644\u0623\u062d\u062f\u062b \u0645\u0646 Ubuntu 22 \u0641\u0644\u0645 \u062a\u062e\u0636\u0639 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0643\u0627\u0641\u064a\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0627\u0644\u0640 <strong>\u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u0648\u0627\u0645\u0631 AVX2 \u0625\u0644\u0632\u0627\u0645\u064a\u0629<\/strong> \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 x64. \u0639\u0645\u0644\u064a\u064b\u0651\u0627\u060c \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0645\u0639\u0627\u0644\u062c\u0627\u062a Intel Core \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u0631\u0627\u0628\u0639 (Haswell\u060c 2013) \u0641\u0635\u0627\u0639\u062f\u064b\u0627 \u0648\u062c\u0645\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0627\u062a AMD Ryzen\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0623\u064a \u062c\u0647\u0627\u0632 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0634\u062e\u0635\u064a \u062d\u062f\u064a\u062b \u0646\u0633\u0628\u064a\u064b\u0651\u0627 \u064a\u0641\u064a \u0628\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a. \u0644\u0643\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0643\u0628\u0631\u0649 \u062a\u0643\u0645\u0646 \u0641\u064a \u0646\u0638\u0627\u0645 macOS: <strong>\u0623\u062c\u0647\u0632\u0629 Mac \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0645\u0639\u0627\u0644\u062c\u0627\u062a Intel \u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642<\/strong> \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u2014 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0634\u0631\u064a\u062d\u0629 \u0645\u0646 \u0633\u0644\u0633\u0644\u0629 M. \u0641\u064a \u0646\u0638\u0627\u0645 \u0644\u064a\u0646\u0643\u0633\u060c \u064a\u0639\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 AppImage \u0623\u0646\u0647 \u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0627 \u064a\u062a\u0639\u064a\u0646 \u062a\u062b\u0628\u064a\u062a\u0647 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0646\u0638\u0627\u0645\u061b \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u062a\u0634\u063a\u064a\u0644\u0647.<\/p>\n<p>\u0628\u0639\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0644\u0623\u0648\u0644 \u0645\u0631\u0629\u060c \u064a\u0631\u0634\u062f\u0643 \u0628\u0631\u0646\u0627\u0645\u062c LM Studio \u0625\u0644\u0649 \u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u0628\u0648\u064a\u0628 \u00abDiscover\u00bb\u060c \u0648\u0642\u062f \u064a\u0642\u062a\u0631\u062d \u0639\u0644\u064a\u0643 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0623\u0648\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u062c\u062f\u064a\u062f. \u0644\u0627 \u062a\u0642\u0628\u0644 \u0647\u0630\u0627 \u0627\u0644\u0627\u0642\u062a\u0631\u0627\u062d \u062f\u0648\u0646 \u062a\u0641\u0643\u064a\u0631 \u2014 \u0627\u062e\u062a\u0631 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u064a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0623\u062c\u0647\u0632\u062a\u0643\u060c \u0648\u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Downloading_and_choosing_a_model\"><\/span>\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062e\u062a\u064a\u0627\u0631\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0641\u062a\u062d \u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u0628\u0648\u064a\u0628 \u201cDiscover\u201d. \u064a\u0642\u0648\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u062f\u0645\u062c \u0628\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 Hugging Face\u060c \u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062d\u062b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644\u0645\u0629 \u0631\u0626\u064a\u0633\u064a\u0629 (\u201cqwen\u201d\u060c \u00abgemma\u00bb) \u0623\u0648 \u0639\u0646 \u0637\u0631\u064a\u0642 <code>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\/\u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/code> \u0627\u0644\u0645\u0639\u0631\u0651\u0641\u060c \u0623\u0648 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0644\u0635\u0642 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0640 Hugging Face. \u064a\u0636\u0645 \u0643\u0644 \u0646\u0645\u0648\u0630\u062c \u0639\u062f\u0629 <strong>\u0627\u0644\u062a\u0643\u0645\u064a\u0645<\/strong> \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u2014 \u062a\u0633\u0645\u064a\u0627\u062a \u0645\u062b\u0644 <code>Q4_K_M<\/code>, <code>Q5_K_M<\/code>, \u0623\u0648 <code>Q8_0<\/code>. \u062a\u0639\u0645\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0639\u0644\u0649 \u0636\u063a\u0637 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0644\u062a\u0642\u0644\u064a\u0644 \u062d\u062c\u0645 \u0627\u0644\u0645\u0644\u0641 \u0648\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0648\u0630\u0644\u0643 \u0628\u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0642\u0627\u0628\u0644 \u062a\u0648\u0641\u064a\u0631 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u062d\u062c\u0645.<\/p>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0646\u0627\u0633\u060c, <strong>Q4_K_M \u0647\u0648 \u0627\u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629.<\/strong> \u064a\u0642\u0644\u0635 \u062d\u062c\u0645 \u0646\u0645\u0648\u0630\u062c 7B \u0645\u0646 \u062d\u0648\u0627\u0644\u064a 13\u201314 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0646\u062f \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 (FP16) \u0625\u0644\u0649 \u062d\u0648\u0627\u0644\u064a 4 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u2014 \u0623\u064a \u0623\u0635\u063a\u0631 \u0628\u062d\u0648\u0627\u0644\u064a 70% \u2014 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u063a\u0627\u0644\u0628\u064a\u0629 \u0627\u0644\u0639\u0638\u0645\u0649 \u0645\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u061b \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0628\u0644\u0643\u0633\u064a\u062a\u064a\u060c \u062a\u0643\u0648\u0646 \u0627\u0644\u0641\u062c\u0648\u0629 \u0639\u0646 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0635\u063a\u064a\u0631\u0629 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0628\u062d\u064a\u062b \u0646\u0627\u062f\u0631\u064b\u0627 \u0645\u0627 \u062a\u0638\u0647\u0631 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629. \u064a\u0634\u064a\u0631 \u0627\u0644\u0631\u0645\u0632 \u201cK_M\u201d \u0625\u0644\u0649 K-quant \u0645\u062a\u0648\u0633\u0637: \u0641\u0647\u0648 \u064a\u062e\u0635\u0635 \u0639\u062f\u062f\u064b\u0627 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u0628\u062a\u0627\u062a \u0644\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062d\u0633\u0627\u0633\u064a\u0629 (\u0645\u062b\u0644 \u0625\u0633\u0642\u0627\u0637\u0627\u062a \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u062d\u0641\u0638 \u0628\u062f\u0642\u0629 \u0623\u0639\u0644\u0649) \u0648\u0639\u062f\u062f\u064b\u0627 \u0623\u0642\u0644 \u0641\u064a \u0627\u0644\u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0623\u062e\u0631\u0649. \u0644\u0627 \u062a\u0631\u0641\u0639 \u0627\u0644\u062f\u0642\u0629 \u0625\u0644\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0647\u0627\u0645\u0634 \u0643\u0627\u0641\u064d\u060c \u0648\u0644\u0627 \u062a\u062e\u0641\u0636\u0647\u0627 \u0625\u0644\u0627 \u0625\u0630\u0627 \u0627\u0636\u0637\u0631\u0631\u062a \u0625\u0644\u0649 \u0630\u0644\u0643.<\/p>\n<h3>\u0645\u0648\u0627\u0621\u0645\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0645\u0639 \u0630\u0627\u0643\u0631\u0629 VRAM \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643<\/h3>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u062a\u0627\u062d\u0629<\/th>\n<th>\u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0643\u0645\u064a \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647<\/th>\n<th>\u0642\u0627\u0639\u062f\u0629 \u0639\u0627\u0645\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0623\u0642\u0644 \u0645\u0646 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>Q2_K \/ Q3_K_M<\/td>\n<td>\u0627\u0644\u062a\u0632\u0645 \u0628\u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a 7B\u20138B<\/td>\n<\/tr>\n<tr>\n<td>8\u201312 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>Q4_K_M (\u0645\u0648\u0635\u0649 \u0628\u0647)<\/td>\n<td>7B \u064a\u062a\u0633\u0639 \u0644\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629\u061b \u0623\u0645\u0627 13B \u0641\u064a\u062a\u0633\u0639 \u0644\u0628\u0637\u0627\u0642\u0629 \u0633\u0639\u0629 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<\/tr>\n<tr>\n<td>12\u201316 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>Q5_K_M \/ Q6_K<\/td>\n<td>\u062c\u0648\u062f\u0629 \u0623\u0639\u0644\u0649 \u0641\u064a \u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629<\/td>\n<\/tr>\n<tr>\n<td>16\u201324 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>Q8_0<\/td>\n<td>\u0634\u0628\u0647 \u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0641\u0642\u062f\u0627\u0646 \u0639\u0644\u0649 7B\u201313B<\/td>\n<\/tr>\n<tr>\n<td>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631<\/td>\n<td>F16 (\u062f\u0642\u0629 \u0643\u0627\u0645\u0644\u0629)<\/td>\n<td>\u0623\u0648 \u0627\u0644\u0637\u0631\u0632 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627 \u0641\u064a Q4\/Q5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0627\u0644\u0623\u062d\u062c\u0627\u0645 \u0627\u0644\u062a\u0642\u0631\u064a\u0628\u064a\u0629 \u0644\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u062d\u0633\u0628 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0631\u0628\u0639 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class=\"ez-toc-section\" id=\"The_built-in_local_server_OpenAI-compatible_API\"><\/span>\u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0645\u062f\u0645\u062c (\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0648\u0644 LM Studio \u0645\u0646 \u0645\u062c\u0631\u062f \u0623\u062f\u0627\u0629 \u062a\u0631\u0641\u064a\u0647\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u0642\u0645 \u0628\u062a\u062d\u0645\u064a\u0644 \u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0641\u062a\u062d \u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u0628\u0648\u064a\u0628 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\u0639\u0645\u064a\u0644 \u064a\u062f\u0639\u0645 \u0645\u062e\u0637\u0637 \u00ab\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u00bb \u0645\u0646 OpenAI \u2014 \u0644\u063a\u0629 Python <code>openai<\/code> SDK\u060c \u0627\u0644\u0639\u0642\u062f\u0629 <code>openai<\/code> \u0627\u0644\u062d\u0632\u0645\u0629\u060c \u0623\u0648 \u063a\u0644\u0627\u0641 LangChain \u0644\u0640 OpenAI\u060c \u0623\u0648 \u0646\u0633\u062e\u0629 \u0623\u0648\u0644\u064a\u0629 <code>curl<\/code> \u2014 \u064a\u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0628\u0645\u062c\u0631\u062f \u062a\u0648\u062c\u064a\u0647\u0647 \u0646\u062d\u0648 <code>base_url<\/code> \/ <code>baseURL<\/code> \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0639\u0646\u0648\u0627\u0646.<\/p>\n<p>\u0644\u0627 \u062a\u0648\u062c\u062f \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 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id=\"Hardware_and_VRAM_what_you_actually_need\"><\/span>\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM): \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0641\u0639\u0644\u064a\u064b\u0651\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0627\u0644\u0645\u0639\u0642\u0648\u0644 \u0647\u0648 \u0645\u0639\u0627\u0644\u062c \u064a\u062f\u0639\u0645 AVX2 \u0648\u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0644\u0644\u0646\u0638\u0627\u0645 \u0628\u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (\u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0628\u0630\u0627\u0643\u0631\u0629 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0644\u0643\u0646\u0643 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\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0637\u0627\u0642\u0629 \u0630\u0627\u0643\u0631\u0629 \u0628\u0633\u0639\u0629 8\u201312 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0647\u062f\u0641\u064b\u0627 \u0639\u0645\u0644\u064a\u064b\u0651\u0627 \u0644\u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u0645\u0639 \u0637\u0631\u0627\u0632\u0627\u062a 7B\u201313B. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0637\u0631\u0632 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627 \u0645\u0648\u0627\u0631\u062f \u0623\u0643\u0628\u0631 \u0628\u0633\u0631\u0639\u0629: \u0641\u0637\u0631\u0627\u0632 70B \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631 Q4 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0627 \u064a\u0642\u0627\u0631\u0628 40 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0648\u0632\u0639\u0629 \u0628\u064a\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM \u0648\u0630\u0627\u0643\u0631\u0629 RAM\u060c \u0648\u0644\u0647\u0630\u0627 \u0641\u0625\u0646 \u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0634\u0643\u0644 \u0645\u0631\u064a\u062d \u064a\u062a\u0637\u0644\u0628 \u0639\u0627\u062f\u0629\u064b \u0630\u0627\u0643\u0631\u0629 \u0646\u0638\u0627\u0645 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 48 \u064864 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0625\u0630\u0627 \u0644\u0645 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u062e\u0632\u064a\u0646\u0647 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU). \u0639\u0644\u0649 Apple Silicon\u060c \u062a\u062c\u0645\u0639 \u0628\u0646\u064a\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u0628\u064a\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0648\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM)\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u062c\u0647\u0627\u0632 Mac \u0628\u0633\u0639\u0629 32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u064a\u0642\u062f\u0645 \u0623\u062f\u0627\u0621\u064b \u064a\u0641\u0648\u0642 \u062a\u0648\u0642\u0639\u0627\u062a\u0647 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0628\u0637\u0627\u0642\u0629 \u0645\u062e\u0635\u0635\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636\u060c \u0641\u0625\u0646 \u062f\u0644\u064a\u0644\u0646\u0627 \u0625\u0644\u0649 <a href=\"\/ar\/best-gpus-for-local-llms-2026\/\">\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0645\u062d\u0644\u064a \u0641\u064a \u0639\u0627\u0645 2026<\/a> \u064a\u0634\u0631\u062d \u062d\u0633\u0627\u0628 \u0633\u0639\u0631 \u0627\u0644\u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0627\u0644\u0648\u0627\u062d\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"LM_Studio_vs_Ollama_which_one_is_for_you\"><\/span>LM Studio \u0623\u0645 Ollama: \u0623\u064a\u0647\u0645\u0627 \u064a\u0646\u0627\u0633\u0628\u0643\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u062a\u0645 \u0645\u0642\u0627\u0631\u0646\u0629 \u0647\u0630\u064a\u0646 \u0627\u0644\u0645\u0646\u062a\u062c\u064a\u0646 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u060c \u0648\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u062e\u062a\u0635\u0631\u0629 \u0647\u064a \u0623\u0646\u0647\u0645\u0627 \u0645\u0635\u0645\u0645\u0627\u0646 \u0644\u0641\u0626\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. <a href=\"\/ar\/what-is-ollama-complete-guide-2026\/\">Ollama<\/a> \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631 (CLI) \u0648\u062e\u062f\u0645\u0629 HTTP \u062a\u0636\u0639 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0645 \u0627\u0644\u0623\u0648\u0644 \u0648\u062a\u064f\u0634\u063a\u064e\u0651\u0644 \u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u061b \u0623\u0645\u0627 LM Studio \u0641\u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 (GUI) \u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0646\u0642\u0631. \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0634\u063a\u0651\u0644 \u0646\u0645\u0627\u0630\u062c GGUF \u0639\u0628\u0631 \u0645\u0644\u0641 llama.cpp\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0643\u0644 \u0631\u0645\u0632 \u0647\u064a \u0646\u0641\u0633\u0647\u0627 \u0628\u0634\u0643\u0644 \u062c\u0648\u0647\u0631\u064a \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0643\u0645\u064a\u0629 \u0645\u062a\u0637\u0627\u0628\u0642\u064a\u0646. \u0648\u062a\u0643\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u0646\u0634\u0631.<\/p>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0627\u0644\u0628\u0639\u062f<\/th>\n<th>LM Studio<\/th>\n<th>Ollama<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/td>\n<td>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0644\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628<\/td>\n<td>\u0648\u0627\u062c\u0647\u0629 \u0633\u0637\u0631 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 (CLI) + \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0628\u0631 HTTP (HTTP API)<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0628\u0635\u0645\u0629 \u0641\u064a \u0648\u0636\u0639 \u0627\u0644\u0633\u0643\u0648\u0646<\/td>\n<td>\u0623\u062b\u0642\u0644 (\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 \u0643\u0627\u0645\u0644\u0629)<\/td>\n<td>Lighter (\u062e\u062f\u0645\u0629 \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u062e\u0644\u0641\u064a\u0629)<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0646\u0633\u064a\u0642<\/td>\n<td>GGUF + MLX<\/td>\n<td>\u062c\u064a \u062c\u064a \u064a\u0648 \u0625\u0641<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0627\u062f\u0645 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI<\/td>\n<td>\u0646\u0639\u0645\u060c \u0627\u0644\u0645\u0646\u0641\u0630 1234<\/td>\n<td>\u0646\u0639\u0645\u060c \u0627\u0644\u0645\u0646\u0641\u0630 11434<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \/ \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u062e\u0627\u062f\u0645<\/td>\n<td>\u0644\u064a\u0633 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0642\u0635\u0648\u062f<\/td>\n<td>\u0645\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/td>\n<td>\u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/td>\n<td>\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u0646\u0634\u0631<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0627\u062e\u062a\u0631 LM Studio \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0628 \u0641\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0628\u0631 \u062c\u0647\u0627\u0632 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u062d\u0645\u0648\u0644\u060c \u0648\u062a\u0635\u0641\u062d \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0633\u0644\u0627\u0633\u0629 \u062a\u0627\u0645\u0629\u060c \u0648\u062a\u062c\u0646\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u062a\u0645\u0627\u0645\u064b\u0627 \u2014 \u0641\u0647\u0648 \u064a\u0648\u0641\u0631 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a Windows \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062e\u0635\u0648\u0635 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u062b\u0628\u064a\u062a. \u0627\u062e\u062a\u0631 Ollama \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u0648\u0645 \u0628\u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0643\u0648\u062f\u060c \u0623\u0648 \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u062e\u0627\u062f\u0645 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u062e\u0627\u0635 (VPS)\u060c \u0623\u0648 \u0643\u062a\u0627\u0628\u0629 \u0646\u0635\u0648\u0635 \u0628\u0631\u0645\u062c\u064a\u0629 \u0644\u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628. \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0643\u062b\u064a\u0631\u0648\u0646 \u0643\u0644\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c\u064a\u0646: LM Studio \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u060c \u0648Ollama \u0644\u062a\u0634\u063a\u064a\u0644\u0647 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u064a\u0651\u0645 \u0628\u062f\u0627\u0626\u0644 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 (GUI) \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f\u060c \u0641\u0625\u0646 <a href=\"\/ar\/ollama-vs-jan-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0648\u00ab\u062c\u0627\u0646\u00bb<\/a> \u064a\u062a\u0646\u0627\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0645\u0646\u0627\u0641\u0633\u064b\u0627 \u0622\u062e\u0631 \u0645\u0646 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQ\"><\/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 \u0628\u0631\u0646\u0627\u0645\u062c LM Studio \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u061f<\/h3>\n<p>\u0646\u0639\u0645. \u0645\u0646\u0630 8 \u064a\u0648\u0644\u064a\u0648 2025\u060c \u0623\u0635\u0628\u062d \u062a\u0637\u0628\u064a\u0642 LM Studio \u0645\u062c\u0627\u0646\u064a\u064b\u0651\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u062e\u0635\u064a \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a\/\u0641\u064a \u0645\u0643\u0627\u0646 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621\u060c \u0648\u0644\u0645 \u062a\u0639\u062f \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0644\u0637\u0644\u0628 \u062a\u0631\u062e\u064a\u0635 \u0645\u0646\u0641\u0635\u0644 \u0623\u0648 \u0645\u0644\u0621 \u0623\u064a \u0646\u0645\u0648\u0630\u062c. \u0647\u0646\u0627\u0643 \u0641\u0626\u0629 \u00abEnterprise\u00bb \u0627\u062e\u062a\u064a\u0627\u0631\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0627\u0644\u0623\u062c\u0631 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a 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<code>http:\/\/localhost:1234\/v1<\/code>. \u0644\u0627 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0641\u062a\u0627\u062d API \u062d\u0642\u064a\u0642\u064a (\u064a\u0645\u0643\u0646 \u0625\u062f\u062e\u0627\u0644 \u0623\u064a \u0633\u0644\u0633\u0644\u0629 \u0646\u0635\u064a\u0629 \u0645\u0624\u0642\u062a\u0629)\u060c \u0643\u0645\u0627 \u0623\u0646 \u0643\u0648\u062f \u00abOpenAI Chat Completions\u00bb \u0627\u0644\u062d\u0627\u0644\u064a \u064a\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0623\u064a \u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0623\u062e\u0631\u0649.<\/p>\n<h3>\u0645\u0627 \u0647\u064a \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM) \u0627\u0644\u062a\u064a \u0623\u062d\u062a\u0627\u062c\u0647\u0627 \u0644\u062a\u0634\u063a\u064a\u0644 \u0637\u0631\u0627\u0632 7B\u061f<\/h3>\n<p>\u064a\u0628\u0644\u063a \u062d\u062c\u0645 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\u0644\u064a\u0633\u062a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064a\u0629 \u0627\u0644\u0645\u0642\u0635\u0648\u062f\u0629. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 LM Studio \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647 \u0639\u0644\u0649 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628\u060c \u0643\u0645\u0627 \u0623\u0646 \u062e\u064a\u0627\u0631 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0627\u0644\u062e\u0627\u062f\u0645 \u064a\u0641\u062a\u0631\u0636 \u0648\u062c\u0648\u062f \u062c\u0647\u0627\u0632 \u0645\u062d\u0644\u064a. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0628\u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 (headless) \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0639\u0644\u0649 \u062e\u0627\u062f\u0645 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u062e\u0627\u0635 (VPS)\u060c \u0641\u0625\u0646 Ollama \u0623\u0648 \u0645\u062d\u0631\u0643 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062e\u0635\u0635 \u064a\u064f\u0639\u062f \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0646\u0633\u0628.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bottom_line\"><\/span>\u0627\u0644\u062e\u0644\u0627\u0635\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u064f\u0639\u062f LM Studio \u0623\u0633\u0647\u0644 \u0648\u0633\u064a\u0644\u0629 \u0644\u0644\u0628\u062f\u0621 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026\u060c \u0648\u0647\u0648 \u0627\u0644\u0622\u0646 \u0645\u062c\u0627\u0646\u064a \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0623\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0646\u0632\u064a\u0644 \u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u062d\u0627\u0648\u0631 \u0645\u0639\u0647\u060c \u0648\u062a\u0648\u062c\u064a\u0647 \u0643\u0648\u062f\u0643 \u0627\u0644\u062e\u0627\u0635 \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0625\u0644\u0649 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u062e\u0627\u0635\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u2014 \u0643\u0644 \u0630\u0644\u0643 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062d\u0637\u0629 \u0637\u0631\u0641\u064a\u0629 \u2014 \u0641\u0644\u0646 \u062a\u062c\u062f \u0623\u064a \u0623\u062f\u0627\u0629 \u0623\u062e\u0631\u0649 \u0628\u0647\u0630\u0647 \u0627\u0644\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0643\u0645\u0627 \u0633\u0627\u0647\u0645\u062a \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a 0.4.x \u0641\u064a \u0633\u062f \u062b\u063a\u0631\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u0641\u0636\u0644 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0644\u0644\u062a\u0646\u0633\u0648\u0631 \u0639\u0628\u0631 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 (multi-GPU) \u0648\u0641\u0643 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u062a\u062e\u0645\u064a\u0646\u064a\u060c \u0644\u0630\u0627 \u0644\u0645 \u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062c\u0631\u062f \u0644\u0639\u0628\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646.<\/p>\n<p>\u0644\u0643\u0646 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641\u0647\u0627 \u062a\u0643\u0645\u0646 \u0641\u064a \u0627\u0644\u0646\u0634\u0631. \u0641\u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 (GUI) \u0648\u0643\u0648\u0646 \u0627\u0644\u062e\u0627\u062f\u0645 \u0645\u0642\u064a\u062f\u064b\u0627 \u0628\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u064a\u0639\u0646\u064a \u0623\u0646 LM Studio \u0644\u064a\u0633\u062a \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062e\u062f\u0645\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u00ab\u0628\u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u00bb \u2014 \u0641\u0647\u0630\u0647 \u0645\u0647\u0645\u0629 Ollama \u0623\u0648 vLLM. \u0648\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0647\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 LM Studio \u0643\u0645\u0646\u0635\u0629 \u0644\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u064a\u0647 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u064a\u0646 \u0644\u0623\u062c\u0647\u0632\u062a\u0643\u060c \u0648\u0627\u0644\u0644\u062c\u0648\u0621 \u0625\u0644\u0649 \u0628\u064a\u0626\u0629 \u062a\u0634\u063a\u064a\u0644 \u0645\u062e\u0635\u0635\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0627\u0644\u0630\u064a\u0646 \u064a\u0634\u063a\u0644\u0648\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0623\u0648 \u0627\u0644\u0645\u0643\u062a\u0628\u064a\u0629\u060c \u0641\u0625\u0646 \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u062a\u062b\u0628\u064a\u062a\u0647.<\/p>\n<p><!--related-block--><\/p>\n<div class=\"convly-related\">\n<h2><span class=\"ez-toc-section\" id=\"Related_articles\"><\/span>\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/convly.ai\/ar\/claude-billing-changes-2026\/\">\u0625\u0639\u0627\u062f\u0629 \u0647\u064a\u0643\u0644\u0629 \u0646\u0638\u0627\u0645 \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Claude: \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0630\u064a \u0623\u0639\u0644\u0646\u062a \u0639\u0646\u0647 \u0634\u0631\u0643\u0629 Anthropic \u0641\u064a \u064a\u0648\u0646\u064a\u0648\u060c \u062b\u0645 \u0639\u0644\u064e\u0651\u0642\u062a\u0647 \u0644\u0627\u062d\u0642\u064b\u0627<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/gpt-5-6-what-we-know-2026\/\">GPT-5.6: \u0645\u0627 \u0646\u0639\u0631\u0641\u0647 \u0645\u0642\u0627\u0628\u0644 \u0645\u0627 \u062a\u0633\u0631\u0628 (\u0639\u0627\u0645 2026)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/kimi-k2-7-code-explained-2026\/\">\u0634\u0631\u062d \u0646\u0645\u0648\u0630\u062c Kimi K2.7 Code: \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0633\u0639\u0629 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0644\u0645\u0629 \u0645\u0646 Moonshot<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/glm-5-2-explained-2026\/\">\u0634\u0631\u062d \u0646\u0645\u0648\u0630\u062c GLM 5.2: \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0633\u0639\u0629 \u0645\u0644\u064a\u0648\u0646 \u0633\u064a\u0627\u0642 \u0645\u0646 Zhipu<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/ollama-vs-jan-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 Ollama \u0648Jan: \u0623\u064a \u062a\u0637\u0628\u064a\u0642 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062d\u0644\u064a \u064a\u0641\u0648\u0632 \u0641\u064a \u0639\u0627\u0645 2026\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/claude-5-new-ai-models-june-2026\/\">\u0647\u0644 \u064a\u0648\u062c\u062f \u0646\u0645\u0648\u0630\u062c \u00ab\u0643\u0644\u0627\u0648\u062f 5\u00bb\u061f \u0648\u0643\u0644\u0627\u0648\u062f \u0641\u0627\u0628\u0644 5 \u0648\u0643\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0634\u0647\u0631 \u064a\u0648\u0646\u064a\u0648 \u0662\u0660\u0662\u0666<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/\">\u0645\u0627 \u0647\u0648 \u0623\u0648\u0644\u0627\u064e\u0645\u0627\u061f \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0639\u0627\u0645 2026<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio-vs-vllm-vs-llama-cpp-2026\/\">\u0623\u0648\u0644\u0627\u064e\u0645\u0627 \u0645\u0642\u0627\u0628\u0644 \u0644\u0648 \u0625\u0645 \u0633\u062a\u0648\u062f\u064a\u0648 \u0645\u0642\u0627\u0628\u0644 \u0641\u064a \u0625\u0644 \u0625\u0644 \u0625\u0645 \u0645\u0642\u0627\u0628\u0644 \u0644\u0627\u0645\u0627.\u0633\u064a\u0628\u064a: \u0623\u064a\u064f\u0651\u0647\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666\u061f<\/a><\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u062f\u0644\u064a\u0644 \u0639\u0645\u0644\u064a \u0644\u062a\u0634\u063a\u064a\u0644 LM Studio \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u0641\u064a \u0639\u0627\u0645 2026: \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u062a\u0643\u0645\u064a\u0629\u060c \u0648\u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0645\u062f\u0645\u062c \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI\u060c \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627 \u0641\u0639\u0644\u064a\u064b\u0651\u0627.<\/p>","protected":false},"author":1,"featured_media":2061,"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 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