{"id":792,"date":"2026-06-06T01:59:16","date_gmt":"2026-06-06T01:59:16","guid":{"rendered":"https:\/\/convly.ai\/what-is-ollama-complete-guide-2026\/"},"modified":"2026-07-10T11:21:42","modified_gmt":"2026-07-10T11:21:42","slug":"what-is-ollama-complete-guide-2026","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/","title":{"rendered":"\u0645\u0627 \u0647\u0648 \u0623\u064f\u0648\u0644\u0627\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"},"content":{"rendered":"<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u0642\u062f \u0642\u0636\u064a\u062a \u0628\u0639\u0636 \u0627\u0644\u0648\u0642\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a \u062e\u0644\u0627\u0644 \u0627\u0644\u0639\u0627\u0645\u064a\u0646 \u0627\u0644\u0645\u0627\u0636\u064a\u064a\u0646\u060c \u0641\u0644\u0627 \u0628\u062f \u0623\u0646\u0643 \u0633\u0645\u0639\u062a \u0628\u0647\u0630\u0627 \u0627\u0644\u0627\u0633\u0645. Ollama \u0647\u064a \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u064a \u062d\u0648\u0644\u062a \u0639\u0645\u0644\u064a\u0629 \u201c\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0648\u064a \u0636\u062e\u0645 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643 \u0627\u0644\u062e\u0627\u0635\u201d \u0645\u0646 \u0639\u0637\u0644\u0629 \u0646\u0647\u0627\u064a\u0629 \u0623\u0633\u0628\u0648\u0639 \u0645\u0644\u064a\u0626\u0629 \u0628\u0623\u062e\u0637\u0627\u0621 CUDA \u0625\u0644\u0649 \u0623\u0645\u0631 \u0648\u0627\u062d\u062f \u0641\u0642\u0637: <code>\u062a\u0634\u063a\u064a\u0644 llama3.3<\/code>.<\/p>\n<p>\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644 \u0645\u0627\u0647\u064a\u0629 Ollama\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644\u0647\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0641\u0646\u064a\u0629\u060c \u0648\u0645\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0648\u0645\u0627 \u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0641\u0639\u0644\u0647\u060c \u0648\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0643 \u0641\u064a \u0639\u0627\u0645 2026.<\/p>\n<p><!--geo-block--><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-flat ez-toc-counter ez-toc-container-direction\">\n<label for=\"ez-toc-cssicon-toggle-item-6a6285de76a68\" 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-6a6285de76a68\"  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\/what-is-ollama-complete-guide-2026\/#Quick_answer_What_is_Ollama_and_how_does_it_work\" >Quick answer: What is Ollama and how does it work?<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#What_Ollama_actually_is\" >\u0645\u0627 \u0647\u0648 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#How_it_works_under_the_hood\" >\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u0623\u0645\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0641\u0646\u064a\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#What_you_can_build_with_it\" >\u0645\u0627 \u064a\u0645\u0643\u0646\u0643 \u0635\u0646\u0639\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#Where_Ollama_fits_among_the_alternatives\" >\u0645\u0643\u0627\u0646\u0629 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0628\u064a\u0646 \u0627\u0644\u0628\u062f\u0627\u0626\u0644 \u0627\u0644\u0623\u062e\u0631\u0649<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#Getting_started_in_two_minutes\" >\u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u063a\u0636\u0648\u0646 \u062f\u0642\u064a\u0642\u062a\u064a\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-complete-guide-2026\/#What_hardware_do_you_actually_need\" >\u0645\u0627 \u0647\u064a \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\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-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-9\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-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-10\" href=\"https:\/\/convly.ai\/ar\/what-is-ollama-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=\"Quick_answer_What_is_Ollama_and_how_does_it_work\"><\/span>Quick answer: What is Ollama and how does it work?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Ollama is a free, open-source tool that downloads, manages, and runs open large language models locally on Mac, Windows, or Linux with a single command \u2014 no cloud, no API keys, and no data leaving your machine. Under the hood it wraps the <code>llama.cpp<\/code> engine (plus Apple&#8217;s MLX on Mac since v0.19) and handles model downloads, quantization, and GPU allocation, then exposes a REST API on port <code>11434<\/code> that is OpenAI-compatible at <code>\/v1<\/code>. One command like <code>\u062a\u0634\u063a\u064a\u0644 llama3.3<\/code> pulls a model and gets you from install to a running model in about two minutes.<\/p>\n<ul>\n<li><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644:<\/strong> wraps <code>llama.cpp<\/code> (and Apple MLX on Mac since v0.19) and serves models over a local REST API \u2014 <code>http:\/\/localhost:11434<\/code>, OpenAI-compatible at <code>\/v1<\/code>.<\/li>\n<li><strong>How to run a model:<\/strong> <code>\u062a\u0634\u063a\u064a\u0644 llama3.3<\/code> downloads and starts the model in around two minutes \u2014 other picks include <code>gemma4<\/code> \u0648 <code>qwen3<\/code>.<\/li>\n<li><strong>Hardware needed:<\/strong> the sweet spot is around 16 GB of VRAM or unified memory; budget roughly 0.6 GB of memory per billion parameters at Q4_K_M quantization.<\/li>\n<li><strong>What it can run:<\/strong> over 100 open models, from ~5 GB 7B models up to ~43 GB 70B models.<\/li>\n<li><strong>Cost and limits:<\/strong> $0 and MIT-licensed, fully private and offline \u2014 but not built for high-concurrency serving, where vLLM is roughly 16\u201320\u00d7 faster under load.<\/li>\n<\/ul>\n<div class=\"convly-tldr\">\n<h3>\u0623\u0628\u0631\u0632 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635\u0629<\/h3>\n<ul>\n<li><strong>\u0645\u0627 \u0647\u064a:<\/strong> \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u062a\u064a\u062d \u062a\u0646\u0632\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0648\u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0628\u0623\u0645\u0631 \u0648\u0627\u062d\u062f \u2014 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0623\u0648 \u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u062f\u0648\u0646 \u0623\u0646 \u062a\u063a\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0647\u0627\u0632\u0643.<\/li>\n<li><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644:<\/strong> \u0625\u0646\u0647 \u064a\u0644\u0641 \u0627\u0644\u0640 <code>llama.cpp<\/code> \u0627\u0644\u0645\u062d\u0631\u0643 (\u0648\u0643\u0630\u0644\u0643 MLX \u0645\u0646 Apple \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 Mac \u0645\u0646\u0630 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 v0.19) \u0648\u064a\u062a\u0648\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u0643\u0645\u064a\u0629\u060c \u0648\u062a\u062e\u0635\u064a\u0635 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u060c \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a REST \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0641\u0630 <code>11434<\/code>.<\/li>\n<li><strong>\u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629:<\/strong> \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0648\u0647\u0648\u0627\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0647\u0644 \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u0629. \u0625\u0646\u0647\u0627 \u0646\u0642\u0637\u0629 \u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642 \u0627\u0644\u062a\u064a \u201c\u062a\u0642\u0644\u0644 \u0627\u0644\u0646\u062f\u0645\u201d \u0641\u064a \u0639\u0627\u0645 2026.<\/li>\n<li><strong>\u0645\u0646 \u0644\u0627 \u064a\u064f\u0646\u0627\u0633\u0628\u0647 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062a\u062c:<\/strong> \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062e\u062f\u0645\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0630\u0627\u062a \u0627\u0644\u062a\u0632\u0627\u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u064a \u2014 \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636\u060c, <a href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio-vs-vllm-vs-llama-cpp-2026\/\">\u064a\u0643\u0648\u0646 \u0623\u062f\u0627\u0621 vLLM \u0623\u0633\u0631\u0639 \u0628\u0646\u062d\u0648 16\u201320 \u0636\u0639\u0641\u064b\u0627 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0644<\/a>.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0644\u0641\u0629:<\/strong> $0. \u0648\u0647\u0648 \u0645\u0631\u062e\u0635 \u0628\u0645\u0648\u062c\u0628 \u062a\u0631\u062e\u064a\u0635 MIT \u0648\u064a\u0639\u0645\u0644 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643.<\/li>\n<\/ul>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Ollama_actually_is\"><\/span>\u0645\u0627 \u0647\u0648 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Ollama \u0647\u064a \u0628\u064a\u0626\u0629 \u062a\u0634\u063a\u064a\u0644 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u2014 \u0633\u0648\u0627\u0621 \u0643\u0627\u0646 \u064a\u0639\u0645\u0644 \u0628\u0646\u0638\u0627\u0645 Mac \u0623\u0648 Windows \u0623\u0648 Linux. \u064a\u0645\u0643\u0646\u0643 \u0627\u0639\u062a\u0628\u0627\u0631\u0647\u0627 \u0628\u0645\u062b\u0627\u0628\u0629 \u201cDocker \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u201d: \u0641\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0628\u064a\u0626\u0627\u062a Python \u0648\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u0634\u063a\u064a\u0644 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u060c \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u0643\u062a\u0627\u0628\u0629 \u0623\u0645\u0631 \u0648\u0627\u062d\u062f \u0644\u064a\u0628\u062f\u0623 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0639\u0645\u0644.<\/p>\n<p>\u0627\u0644\u0641\u0643\u0631\u0629 \u0628\u0633\u064a\u0637\u0629: <strong>\u0627\u062d\u062a\u0641\u0638 \u0628\u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643\u060c \u0648\u0644\u0627 \u062a\u062f\u0641\u0639 \u0623\u064a \u0631\u0633\u0648\u0645 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0631\u0645\u0632\u060c \u0648\u0627\u0639\u0645\u0644 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/strong> \u0639\u0646\u062f \u062a\u0634\u063a\u064a\u0644 <code>ollama run gemma4<\/code>, \u060c \u064a\u0642\u0648\u0645 Ollama \u0628\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u062a\u062d\u0645\u064a\u0644\u0647 \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 (\u0623\u0648 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0646\u0638\u0627\u0645 \u0625\u0630\u0627 \u0644\u0645 \u062a\u0643\u0646 \u062a\u0645\u062a\u0644\u0643 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a)\u060c \u062b\u0645 \u064a\u0646\u0642\u0644\u0643 \u0625\u0644\u0649 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0647\u0630\u0627 \u0643\u0644 \u0634\u064a\u0621.<\/p>\n<p>\u0648\u0631\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0628\u0633\u0627\u0637\u0629\u060c \u064a\u0642\u0648\u0645 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0628\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644 \u0646\u064a\u0627\u0628\u0629 \u0639\u0646\u0643:<\/p>\n<ul>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/strong> \u2014 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0625\u0635\u062f\u0627\u0631\u0647\u0627 \u0648\u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0645\u0646 \u0633\u062c\u0644\u0647\u0627\u060c \u0628\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0646\u0641\u0633\u0647\u0627 \u0627\u0644\u062a\u064a \u064a\u062a\u0639\u0627\u0645\u0644 \u0628\u0647\u0627 \u0645\u062f\u064a\u0631 \u0627\u0644\u062d\u0632\u0645 \u0645\u0639 \u0627\u0644\u0628\u0631\u0627\u0645\u062c.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0645\u064a\u0646<\/strong> \u2014 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u0629 (GGUF) \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0651\u0627\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0633\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 27 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a.<\/li>\n<li><strong>\u062a\u062e\u0635\u064a\u0635 \u0637\u0628\u0642\u0627\u062a \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)<\/strong> \u2014 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0633\u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0645\u0642\u0627\u0628\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU)\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM) \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0644\u062f\u064a\u0643.<\/li>\n<li><strong>\u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0625\u062f\u0627\u0631\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u0629 KV<\/strong> \u2014 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0632\u0627\u064a\u062f \u062d\u062c\u0645\u0647\u0627 \u0643\u0644\u0645\u0627 \u0637\u0627\u0644\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a REST<\/strong> \u2014 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0643\u0644 \u0634\u064a\u0621 \u0639\u0644\u0649 <code>http:\/\/localhost:11434<\/code> \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639\u0647.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"How_it_works_under_the_hood\"><\/span>\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0627\u0644\u0623\u0645\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0641\u0646\u064a\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Ollama \u0644\u064a\u0633 \u0641\u064a \u062d\u062f \u0630\u0627\u062a\u0647 \u0645\u062d\u0631\u0643 \u0627\u0633\u062a\u062f\u0644\u0627\u0644. \u0625\u0646\u0647 <strong>\u0637\u0628\u0642\u0629 \u0627\u0644\u062a\u062c\u0631\u0628\u0629<\/strong> \u0645\u0644\u0641\u0648\u0641\u0629 \u062d\u0648\u0644 \u0648\u0627\u062d\u062f\u0629. \u0623\u0645\u0627 \u062a\u062d\u062a \u063a\u0637\u0627\u0621 \u0627\u0644\u0645\u062d\u0631\u0643\u060c \u0641\u0647\u064a \u062a\u0633\u062a\u062e\u062f\u0645 <code>llama.cpp<\/code>, \u060c \u0645\u062d\u0631\u0643 C++ \u0627\u0644\u0630\u064a \u064a\u062a\u0648\u0644\u0649 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u064f\u0643\u0645\u064e\u0651\u0646 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU). \u0627\u0639\u062a\u0628\u0627\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 v0.19 (\u0645\u0627\u0631\u0633 2026)\u060c \u064a\u0633\u062a\u062e\u062f\u0645 Ollama \u0623\u064a\u0636\u064b\u0627 <strong>\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 MLX \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0634\u0631\u0643\u0629 \u0622\u0628\u0644<\/strong> \u0639\u0644\u0649 Apple Silicon \u2014 \u0648\u0647\u0648 \u062a\u063a\u064a\u064a\u0631 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0647\u0627\u0626\u0644\u0629 \u0641\u064a \u0627\u0644\u0633\u0631\u0639\u0629 (\u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c M5 Max \u064a\u0639\u0645\u0644 \u0628\u0646\u0638\u0627\u0645 Qwen 3.5\u060c \u062a\u0636\u0627\u0639\u0641 \u0645\u0639\u062f\u0644 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0641\u0643 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u062a\u0642\u0631\u064a\u0628\u064b\u0627).<\/p>\n<p>\u064a\u0628\u062f\u0648 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0643\u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li><strong>\u062a\u0642\u0648\u0645 \u0628\u062a\u0646\u0641\u064a\u0630 \u0623\u0645\u0631<\/strong> \u2014 <code>\u0623\u0648\u0644\u0627\u0645\u0627 \u0631\u0627\u0646 \u0643\u0648\u064a\u06463<\/code> \u0645\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0623\u0648 \u0637\u0644\u0628 \u0645\u0648\u062c\u0647 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/li>\n<li><strong>\u064a\u0642\u0648\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0628\u062d\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong> \u2014 \u0625\u0630\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0642\u062f \u062a\u0645 \u062a\u0646\u0632\u064a\u0644\u0647 \u0628\u0639\u062f\u060c \u0641\u0625\u0646\u0647 \u064a\u0633\u062a\u062e\u0631\u062c \u0642\u064a\u0645 GGUF \u0645\u0646 \u0627\u0644\u0633\u062c\u0644.<\/li>\n<li><strong>\u064a\u0642\u0648\u0645 \u0628\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0630\u0627\u0643\u0631\u0629<\/strong> \u2014 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0628\u064a\u0646 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0648\u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM) \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/li>\n<li><strong>\u0648\u0647\u064a \u062a\u0639\u0631\u0636 \u0627\u0644\u0631\u062f\u0648\u062f<\/strong> \u2014 \u0625\u0645\u0627 \u0628\u0634\u0643\u0644 \u062a\u0641\u0627\u0639\u0644\u064a \u0641\u064a \u0645\u062d\u0637\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0623\u0648 \u0628\u062a\u0646\u0633\u064a\u0642 JSON \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a REST.<\/li>\n<\/ol>\n<p>\u062a\u0639\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (REST API) \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0630\u064a \u064a\u0647\u0645 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 \u063a\u064a\u0631\u0647. \u064a\u0645\u0643\u0646 \u0644\u0623\u064a \u062a\u0637\u0628\u064a\u0642 \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628 HTTP \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0644\u064a \u0639\u0628\u0631 Ollama \u2014 \u0648\u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 Ollama \u0623\u0636\u0627\u0641\u062a \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI\u060c \u0641\u0625\u0646 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0639\u0645\u0644 \u0628\u0645\u062c\u0631\u062f \u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0623\u0633\u0627\u0633\u064a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_you_can_build_with_it\"><\/span>\u0645\u0627 \u064a\u0645\u0643\u0646\u0643 \u0635\u0646\u0639\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u064f\u0639\u062f \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0627\u0644\u0645\u062d\u0631\u0643 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0648\u0631\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0636\u062e\u0645\u0629 \u0645\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026:<\/p>\n<ul>\n<li><strong>\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629<\/strong> \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0631\u0633\u0644 \u0623\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0623\u0628\u062f\u064b\u0627.<\/li>\n<li><strong>\u0645\u0633\u0627\u0639\u062f\u0648 \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong> \u2014 \u0627\u0644\u0623\u062d\u062f\u062b <code>ollama launch<\/code> command wires up tools like Claude Code, OpenCode, and Codex to a local or cloud model with no config files.<\/li>\n<li><strong>\u0623\u0646\u0638\u0645\u0629 RAG<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u062f\u0641\u0639\u064a \u0645\u0646 Ollama \u0644\u0641\u0647\u0631\u0633\u0629 \u0645\u0633\u062a\u0646\u062f\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629.<\/li>\n<li><strong>\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0639\u064a\u0646 \u0628\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u0629 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0623\u0648 \u0627\u0644\u062a\u0644\u062e\u064a\u0635 \u0628\u062a\u0643\u0644\u0641\u0629 \u0647\u0627\u0645\u0634\u064a\u0629 \u0635\u0641\u0631\u064a\u0629.<\/li>\n<li><strong>\u062e\u0637\u0648\u0637 \u0625\u0646\u062a\u0627\u062c \u0630\u0627\u062a \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646\u0638\u0645\u0629<\/strong> \u2014 \u0623\u0635\u0628\u062d \u0628\u0625\u0645\u0643\u0627\u0646 Ollama \u0627\u0644\u0622\u0646 \u062a\u0642\u064a\u064a\u062f \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u062e\u0637\u0637 JSON\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Where_Ollama_fits_among_the_alternatives\"><\/span>\u0645\u0643\u0627\u0646\u0629 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0628\u064a\u0646 \u0627\u0644\u0628\u062f\u0627\u0626\u0644 \u0627\u0644\u0623\u062e\u0631\u0649<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0644\u0627 \u064a\u064f\u0639\u062f \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0643\u0645\u0627 \u0623\u0646\u0647 \u0644\u064a\u0633 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644. \u0648\u0625\u0644\u064a\u0643\u0645 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0623\u0645\u0648\u0631:<\/p>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0623\u062f\u0627\u0629<\/th>\n<th>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/th>\n<th>\u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Ollama<\/strong><\/td>\n<td>\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0645\u0637\u0648\u0631 \u0648\u0627\u062d\u062f \u0639\u0644\u0649 \u0623\u064a \u0646\u0638\u0627\u0645 \u062a\u0634\u063a\u064a\u0644<\/td>\n<td>\u0628\u0637\u0621 \u0641\u064a \u0638\u0644 \u0627\u0644\u062a\u0632\u0627\u0645\u0646 \u0627\u0644\u0645\u0643\u062b\u0641<\/td>\n<\/tr>\n<tr>\n<td>LM Studio<\/td>\n<td>\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 \u0623\u0646\u064a\u0642\u0629 \u0644\u062a\u0635\u0641\u062d \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0639\u0627\u0631\u0636\u0627\u062a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639\u0647\u0646<\/td>\n<td>\u0623\u0642\u0644 \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629\u061b \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0623\u0648\u0644\u0627\u064b<\/td>\n<\/tr>\n<tr>\n<td>\u0641\u064a \u0625\u0644 \u0625\u0644 \u0625\u0645<\/td>\n<td>\u062e\u062f\u0645\u0629 \u0625\u0646\u062a\u0627\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs)<\/td>\n<td>\u0625\u0639\u062f\u0627\u062f \u0645\u0639\u0642\u062f\u061b \u0644\u0627 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0623\u0648\u0644\u0627\u064b<\/td>\n<\/tr>\n<tr>\n<td>llama.cpp<\/td>\n<td>\u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u0642\u0635\u0648\u0649 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\/\u0627\u0644\u0637\u0631\u0641\u064a\u0629<\/td>\n<td>\u0623\u062f\u0646\u0649 \u0645\u0633\u062a\u0648\u0649\u061b \u062a\u0642\u0648\u0645 \u0628\u062a\u062c\u0645\u064a\u0639\u0647 \u0628\u0646\u0641\u0633\u0643<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0628\u0645\u0641\u0631\u062f\u0643\u060c \u0641\u0625\u0646 Ollama \u062a\u062a\u0641\u0648\u0642 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0645\u0637\u0644\u0642\u0629. \u0648\u0644\u0643\u0646 \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0622\u0646 \u0648\u0627\u062d\u062f\u060c \u0641\u0633\u062a\u0631\u063a\u0628 \u0641\u064a \u0642\u0631\u0627\u0621\u0629 \u062a\u062d\u0644\u064a\u0644\u0646\u0627 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0640 <a href=\"https:\/\/convly.ai\/ar\/ollama-vs-lm-studio-vs-vllm-vs-llama-cpp-2026\/\">Ollama vs LM Studio vs vLLM vs llama.cpp<\/a>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Getting_started_in_two_minutes\"><\/span>\u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u063a\u0636\u0648\u0646 \u062f\u0642\u064a\u0642\u062a\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062d\u0627\u062c\u0632 \u0627\u0644\u062f\u062e\u0648\u0644 \u0636\u0626\u064a\u0644 \u062d\u0642\u064b\u0651\u0627:<\/p>\n<ol>\n<li><strong>\u0642\u0645 \u0628\u062a\u062b\u0628\u064a\u062a\u0647<\/strong> \u2014 \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 (\u0627\u0646\u0638\u0631 <a href=\"https:\/\/convly.ai\/ar\/how-to-install-ollama-2026\/\">\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a<\/a>).<\/li>\n<li><strong>\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0634\u063a\u064a\u0644\u0647<\/strong> \u2014 <code>ollama run gemma4<\/code> \u0644\u0645\u0646 \u064a\u0628\u062d\u062b \u0639\u0646 \u0644\u0627\u0639\u0628 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0648\u0642\u0648\u064a\u060c \u0623\u0648 <code>\u0623\u0648\u0644\u0627\u0645\u0627 \u0631\u0627\u0646 \u0643\u0648\u064a\u06463<\/code> \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0628\u0631\u0645\u062c\u0629.<\/li>\n<li><strong>\u062a\u062d\u062f\u062b \u0625\u0644\u064a\u0647<\/strong> \u2014 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a \u0627\u0644\u0645\u062d\u0637\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0623\u0648 \u062a\u0648\u062c\u064a\u0647 \u062a\u0637\u0628\u064a\u0642\u0643 \u0625\u0644\u0649 <code>http:\/\/localhost:11434<\/code>.<\/li>\n<\/ol>\n<p>\u0642\u0628\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0637\u0631\u0627\u0632 \u0645\u0627\u060c \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u062c\u0647\u0627\u0632\u0643 \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644\u0647 \u2014 \u062f\u0644\u064a\u0644\u0643 \u0625\u0644\u0649 <a href=\"https:\/\/convly.ai\/ar\/ollama-system-requirements-2026\/\">\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0646\u0638\u0627\u0645 \u0623\u064f\u0648\u0644\u0627\u0645\u0627<\/a> \u064a\u062d\u062f\u062f \u0623\u062d\u062c\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0641\u0642\u064b\u0627 \u0644\u0633\u0639\u0629 \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) \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627 \u0641\u0639\u0644\u064a\u064b\u0651\u0627.<\/p>\n<p><!--ai-enriched--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_hardware_do_you_actually_need\"><\/span>\u0645\u0627 \u0647\u064a \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\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u064a\u0639\u0645\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u201c\u0623\u0648\u0644\u0627\u0645\u0627\u201d \u0639\u0644\u0649 \u0623\u064a \u062c\u0647\u0627\u0632 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0645\u0632\u0648\u062f \u0628\u0645\u0639\u0627\u0644\u062c \u0648\u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0633\u0639\u0629 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0644\u0643\u0646 \u201c\u062a\u0634\u063a\u064a\u0644\u0647\u201d \u0648\u00ab\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0628\u0634\u0643\u0644 \u0639\u0645\u0644\u064a\u00bb \u0645\u0633\u0623\u0644\u062a\u0627\u0646 \u0645\u062e\u062a\u0644\u0641\u062a\u0627\u0646. \u0627\u0644\u0631\u0642\u0645 \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0630\u064a \u064a\u062d\u062f\u062f \u062a\u062c\u0631\u0628\u062a\u0643 \u0647\u0648 \u062d\u062c\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0633\u0639 \u0644\u0647\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0644\u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0623\u0643\u0645\u0644\u0647 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0648\u0627\u062c\u062f \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a (\u0623\u0648\u060c \u0641\u064a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629\u060c \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a) \u0623\u062b\u0646\u0627\u0621 \u062a\u0634\u063a\u064a\u0644\u0647. \u0648\u0647\u0646\u0627\u0643 \u0642\u0627\u0639\u062f\u0629 \u0639\u0627\u0645\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0648\u0647\u064a <strong>0.6 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0644\u0643\u0644 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629<\/strong> \u0628\u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 Q4_K_M\u060c \u0645\u0639 \u062a\u0631\u0643 \u0647\u0627\u0645\u0634 \u0635\u063a\u064a\u0631 \u0644\u0644\u0633\u064a\u0627\u0642.<\/p>\n<p>\u062a\u0645\u0646\u062d\u0643 \u0647\u0630\u0647 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u062f\u0644\u064a\u0644\u0627\u064b \u0633\u0631\u064a\u0639\u0627\u064b \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u062d\u062c\u0627\u0645 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0637\u0631\u0632 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627:<\/p>\n<table class=\"convly-vs\">\n<tr>\n<th>\u0641\u0626\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/th>\n<th>\u062d\u062c\u0645 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u062a\u0642\u0631\u064a\u0628\u064a (Q4_K_M)<\/th>\n<th>\u0630\u0627\u0643\u0631\u0629 \u0645\u0631\u064a\u062d\u0629<\/th>\n<\/tr>\n<tr>\n<td>7\u20138B (Llama 3.x\u060c Mistral)<\/td>\n<td>\u062d\u0648\u0627\u0644\u064a 5 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631<\/td>\n<\/tr>\n<tr>\n<td>13\u201314B (\u0643\u0648\u064a\u0646\u060c \u0641\u0627\u064a)<\/td>\n<td>\u062d\u0648\u0627\u0644\u064a 9 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631<\/td>\n<\/tr>\n<tr>\n<td>32 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629<\/td>\n<td>\u062d\u0648\u0627\u0644\u064a 20 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631<\/td>\n<\/tr>\n<tr>\n<td>70B (Llama 3.3)<\/td>\n<td>\u062d\u0648\u0627\u0644\u064a 43 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u0623\u0643\u062b\u0631<\/td>\n<\/tr>\n<\/table>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0646\u0627\u0633\u060c \u0641\u0625\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0639\u0645\u0644\u064a\u064b\u0651\u0627 \u0647\u0648 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0623\u0648 \u062c\u0647\u0627\u0632 Mac \u0628\u0633\u0639\u0629 \u062a\u0628\u0644\u063a \u062d\u0648\u0627\u0644\u064a <strong>16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM \u0623\u0648 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/strong> \u2014 \u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u0641\u0626\u0629 7B \u0625\u0644\u0649 14B \u0628\u0633\u0631\u0639\u0627\u062a \u062a\u0628\u062f\u0648 \u0641\u0648\u0631\u064a\u0629. \u0648\u062a\u0642\u0639 \u0643\u0644 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0646 \u0641\u0626\u0629 RTX \u0628\u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0648\u062c\u0647\u0627\u0632 Mac \u0627\u0644\u0645\u0632\u0648\u062f \u0628\u0645\u0639\u0627\u0644\u062c Apple Silicon \u0628\u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0641\u0626\u0629 \u062a\u0645\u0627\u0645\u064b\u0627.<\/p>\n<p>\u0647\u0646\u0627\u0643 \u0646\u0642\u0637\u062a\u0627\u0646 \u0647\u0646\u062f\u0633\u064a\u062a\u0627\u0646 \u0645\u0647\u0645\u062a\u0627\u0646 \u0639\u0646\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631. \u062a\u0641\u0648\u0632 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0627\u0644\u0645\u0646\u0641\u0635\u0644\u0629 \u0645\u0646 NVIDIA \u0628\u0634\u0643\u0644 \u0642\u0627\u0637\u0639 \u0643\u0644\u0645\u0627 \u0643\u0627\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0633\u0639 \u062f\u0627\u062e\u0644 \u0630\u0627\u0643\u0631\u0629 VRAM \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0623\u0633\u0631\u0639 \u0645\u0639\u062f\u0644 \u0644\u0644\u0631\u0645\u0648\u0632 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629. \u0623\u0645\u0627 Apple Silicon\u060c \u0641\u0640 <strong>\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/strong> \u0648\u0647\u0646\u0627 \u062a\u0643\u0645\u0646 \u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0627\u0644\u0645\u0639\u0627\u0643\u0633\u0629: \u0641\u0647\u0648 \u064a\u062a\u0634\u0627\u0631\u0643 \u0643\u0644 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u060c \u0644\u0630\u0627 \u064a\u0645\u0643\u0646 \u0644\u062c\u0647\u0627\u0632 Mac \u0628\u0633\u0639\u0629 64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0628\u062d\u062c\u0645 \u064a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 32B \u064870B\u060c \u0648\u0647\u064a \u0646\u0645\u0627\u0630\u062c \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u062d\u0645\u064a\u0644\u0647\u0627 \u0639\u0644\u0649 \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629 \u2014 \u0648\u0625\u0646 \u0643\u0627\u0646 \u0630\u0644\u0643 \u0628\u0645\u0639\u062f\u0644 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0623\u0642\u0644. \u0648\u064a\u0642\u0639 \u0627\u0644\u062d\u062f \u0627\u0644\u0641\u0627\u0635\u0644 \u0639\u0646\u062f \u062d\u0648\u0627\u0644\u064a 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a.<\/p>\n<p>\u0623\u0646\u062a <em>\u064a\u0645\u0643\u0646<\/em> \u062a\u0634\u063a\u064a\u0644 Ollama \u0628\u062f\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642. \u062a\u062a\u0639\u0627\u0645\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0646\u0648\u0649 \u0645\u0639 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 7B \u0628\u0645\u0639\u062f\u0644 \u0639\u0645\u0644\u064a \u064a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 \u0628\u0636\u0639\u0629 \u0631\u0645\u0648\u0632 \u0625\u0644\u0649 \u0631\u0642\u0645 \u0645\u0632\u062f\u0648\u062c \u0645\u0646\u062e\u0641\u0636 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0644\u0643\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u062d\u062c\u0645 70B \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u062a\u0646\u062e\u0641\u0636 \u0625\u0644\u0649 \u0623\u0642\u0644 \u0645\u0646 \u0631\u0645\u0632 \u0648\u0627\u062d\u062f \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u2014 \u0648\u0647\u0648 \u0623\u0645\u0631 \u062c\u064a\u062f \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062f\u0641\u0639\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0646\u0641\u0630 \u062e\u0644\u0627\u0644 \u0627\u0644\u0644\u064a\u0644\u060c \u0644\u0643\u0646\u0647 \u0645\u0632\u0639\u062c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0645\u0647\u0645\u0629\u060c \u0641\u0625\u0646 \u062a\u0633\u0631\u064a\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0623\u0648 Apple Silicon \u0647\u0648 \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u062d\u0627\u0633\u0645.<\/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 \u062a\u0637\u0628\u064a\u0642 Ollama \u0645\u062c\u0627\u0646\u064a\u061f<\/h3>\n<p>\u0646\u0639\u0645. Ollama \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u064a\u062e\u0636\u0639 \u0644\u0631\u062e\u0635\u0629 MIT \u0648\u0647\u0648 \u0645\u062c\u0627\u0646\u064a \u062a\u0645\u0627\u0645\u064b\u0627. \u201c\u0627\u0644\u062a\u0643\u0644\u0641\u0629\u201d \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0647\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u064a\u0647\u0627 \u0648\u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0647\u0644\u0643\u0647\u0627 \u2014 \u0648\u0644\u0627 \u062a\u0648\u062c\u062f \u0623\u064a \u0631\u0633\u0648\u0645 \u0644\u0643\u0644 \u062a\u0648\u0643\u0646 \u0644\u0623\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0627 \u062a\u0645\u0631 \u0639\u0628\u0631 \u0623\u064a \u0645\u0632\u0648\u062f \u062e\u062f\u0645\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629.<\/p>\n<h3>\u0647\u0644 \u062a\u0642\u0648\u0645 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0628\u0625\u0631\u0633\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u064a \u0625\u0644\u0649 \u0623\u064a \u0645\u0643\u0627\u0646\u061f<\/h3>\n<p>\u0644\u0627. \u0641\u0628\u062d\u0643\u0645 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645\u060c \u062a\u062a\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643. \u0648\u0644\u0627 \u064a\u0642\u062a\u0635\u0631 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0634\u0628\u0643\u064a \u0625\u0644\u0627 \u0639\u0644\u0649 \u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646\u062f \u0627\u0633\u062a\u062f\u0639\u0627\u0626\u0647 \u0644\u0623\u0648\u0644 \u0645\u0631\u0629. \u0648\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u062f\u0641\u0639 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0634\u0624\u0648\u0646 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u2014 \u0641\u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0644\u0627 \u062a\u063a\u0627\u062f\u0631 \u0627\u0644\u0645\u0628\u0646\u0649 \u0623\u0628\u062f\u064b\u0627.<\/p>\n<h3>\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0644\u062a\u0634\u063a\u064a\u0644 Ollama\u061f<\/h3>\n<p>\u0644\u0627\u060c \u0644\u0643\u0646\u0647 \u064a\u0633\u0627\u0639\u062f \u0643\u062b\u064a\u0631\u064b\u0627. \u064a\u0639\u0645\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u062d\u062f\u0647\u0627 \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0635\u063a\u0631 \u062d\u062c\u0645\u064b\u0627 (\u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0631\u0627\u0648\u062d \u062d\u062c\u0645\u0647 \u0628\u064a\u0646 2 \u06483 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u0639\u0644\u0645\u0629 \u0628\u0633\u0644\u0627\u0633\u0629 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u062d\u0645\u0648\u0644 \u062d\u062f\u064a\u062b)\u060c \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0651\u0627 \u0639\u0646\u062f \u062a\u0648\u0641\u0631\u0647\u0627. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u062a\u062c\u0627\u0648\u0632 \u062d\u062c\u0645 \u0645\u0639\u0644\u0645\u0627\u062a\u0647\u0627 \u062d\u0648\u0627\u0644\u064a 13 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629\u060c \u0641\u0625\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0623\u0648 \u0645\u0639\u0627\u0644\u062c \u00ab\u0622\u0628\u0644 \u0633\u064a\u0644\u064a\u0643\u0648\u0646\u00bb \u0627\u0644\u0645\u0632\u0648\u062f \u0628\u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u064a\u064f\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627. \u0627\u0646\u0638\u0631 <a href=\"https:\/\/convly.ai\/ar\/ollama-system-requirements-2026\/\">\u062f\u0644\u064a\u0644 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645<\/a> \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644.<\/p>\n<h3>\u0645\u0627 \u0647\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0640\u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u062a\u0634\u063a\u064a\u0644\u0647\u0627\u061f<\/h3>\n<p>Over 100 open models, including Meta&#8217;s Llama 3.3 and Llama 4, Google&#8217;s Gemma 4, Alibaba&#8217;s Qwen 3 series, DeepSeek V3 and R1, Mistral, and Microsoft&#8217;s Phi-4. Our pick of the <a href=\"https:\/\/convly.ai\/ar\/best-local-llms-to-run-on-ollama-2026\/\">\u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c LLM \u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0634\u063a\u064a\u0644 \u0639\u0644\u0649 Ollama<\/a> \u064a\u0648\u0636\u062d \u0623\u064a\u0647\u0645\u0627 \u064a\u062c\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0643\u0644 \u0645\u0647\u0645\u0629.<\/p>\n<h3>\u0647\u0644 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0623\u0641\u0636\u0644 \u0645\u0646 \u00ab\u062a\u0634\u0627\u062a \u062c\u064a \u0628\u064a\u00bb\u061f<\/h3>\n<p>\u0623\u062f\u0648\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0648\u0641\u0631 \u0644\u0643 ChatGPT \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0645\u062a\u0637\u0648\u0631\u064b\u0627 \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0623\u064a \u0625\u0639\u062f\u0627\u062f\u0627\u062a\u060c \u0644\u0643\u0646\u0647 \u064a\u0631\u0633\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0648\u064a\u0641\u0631\u0636 \u0631\u0633\u0648\u0645 \u0627\u0634\u062a\u0631\u0627\u0643. \u0623\u0645\u0627 Ollama \u0641\u064a\u0634\u063a\u0651\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0623\u0635\u063a\u0631 \u062d\u062c\u0645\u064b\u0627 \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0648\u0647\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u062a\u062a\u0645\u062a\u0639 \u0628\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0644\u0643\u0646 \u062d\u062a\u0649 \u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0644\u064a \u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u062a\u062e\u0644\u0641 \u0639\u0646 \u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0643\u062b\u0631 \u0635\u0639\u0648\u0628\u0629. \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u064a\u062a\u0641\u0648\u0642 Ollama\u061b \u0623\u0645\u0627 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0642\u062f\u0631\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u060c \u0641\u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0635\u062f\u0627\u0631\u0629.<\/p>\n<h3>\u0645\u0627 \u0647\u0648 \u0645\u0646\u0641\u0630 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) Ollama\u061f<\/h3>\n<p>\u062a\u064f\u062a\u064a\u062d \u0634\u0631\u0643\u0629 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (REST API) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0639\u0644\u0649 <code>http:\/\/localhost:11434<\/code> \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a. \u0643\u0645\u0627 \u064a\u0648\u0641\u0631 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0623\u0643\u0648\u0627\u062f OpenAI-SDK \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0639\u0645\u0644 \u0628\u0645\u062c\u0631\u062f \u062a\u0648\u062c\u064a\u0647 \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0625\u0644\u0649 \u0645\u062b\u064a\u0644 Ollama \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0640 Ollama \u0623\u0646 \u062a\u062d\u0644 \u0645\u062d\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u061f<\/h3>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0646\u0639\u0645. \u062a\u0648\u0641\u0631 Ollama \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0639\u0644\u0649 <strong>http:\/\/localhost:11434\/v1<\/strong>, \u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 <code>\/v1\/chat\/completions<\/code> \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0630\u064a \u062a\u0633\u062a\u062f\u0639\u064a\u0647 \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0642\u0645 \u0628\u062a\u0648\u062c\u064a\u0647 \u0639\u0645\u064a\u0644 OpenAI \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0625\u0644\u0649 <code>base_url<\/code> \u0639\u0646\u062f \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643\u060c \u0642\u0645 \u0628\u062a\u0645\u0631\u064a\u0631 \u0623\u064a \u0645\u0641\u062a\u0627\u062d API \u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0636\u0628\u0637 \u062d\u0642\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0639\u0644\u0627\u0645\u0629 Ollama \u0645\u062b\u0628\u062a\u0629. \u0643\u0645\u0627 \u064a\u062a\u0645 \u062f\u0639\u0645 \u0627\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0623\u064a\u0636\u064b\u0627\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0645\u062c\u0631\u062f \u062a\u063a\u064a\u064a\u0631 \u0633\u0637\u0631\u064a\u0646 \u0641\u0642\u0637. \u0648\u064a\u063a\u0637\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0638\u0627\u0645 \u0623\u062c\u0632\u0627\u0621\u064b \u0645\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0643\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0644\u0630\u0627 \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u064a \u062d\u0642\u0648\u0644 \u063a\u064a\u0631 \u0645\u0639\u062a\u0627\u062f\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0643.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0634\u063a\u064a\u0644 Ollama \u0628\u062f\u0648\u0646 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u061f<\/h3>\n<p>\u0646\u0639\u0645. \u064a\u0639\u0645\u0644 Ollama \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \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\u064a \u062d\u0627\u0644\u0629 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u2014 \u0645\u0627 \u0639\u0644\u064a\u0643 \u0633\u0648\u0649 \u062a\u0648\u0641\u0631 \u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (RAM) \u0643\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u062a\u0639\u0645\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0646\u0648\u0649 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 7B \u0628\u0633\u0631\u0639\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0644\u0643\u0646 \u0645\u0639\u062f\u0644 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u064a\u0646\u062e\u0641\u0636 \u0628\u0634\u0643\u0644 \u062d\u0627\u062f \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u0641\u0626\u0629 70B \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u062a\u0643\u0648\u0646 \u0628\u0637\u064a\u0626\u0629 \u062c\u062f\u064b\u0651\u0627 \u0628\u062d\u064a\u062b \u0644\u0627 \u062a\u0635\u0644\u062d \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0641\u0625\u0646 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0623\u0648 \u062c\u0647\u0627\u0632 Mac \u0627\u0644\u0645\u0632\u0648\u062f \u0628\u0645\u0639\u0627\u0644\u062c Apple Silicon \u064a\u064f\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0628\u0637\u064a\u0621 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0633\u0631\u064a\u0639.<\/p>\n<h3>\u0645\u0627 \u0645\u0642\u062f\u0627\u0631 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0642\u0631\u0635 \u0627\u0644\u062a\u064a \u062a\u0634\u063a\u0644\u0647\u0627 \u0646\u0645\u0627\u0630\u062c Ollama\u060c \u0648\u0623\u064a\u0646 \u064a\u062a\u0645 \u062a\u062e\u0632\u064a\u0646\u0647\u0627\u061f<\/h3>\n<p>\u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0623\u062d\u062c\u0627\u0645 \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647: \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 7B \u064a\u0634\u063a\u0644 \u062d\u0648\u0627\u0644\u064a 5 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635\u060c \u0648\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 70B \u064a\u0634\u063a\u0644 \u062d\u0648\u0627\u0644\u064a 43 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0643\u0645\u0627 \u0623\u0646 \u062a\u0646\u0632\u064a\u0644 \u0639\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0633\u0631\u064a\u0639\u0629 \u0641\u064a \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a. \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u064a\u062a\u0645 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u062c\u0644\u062f <code>~\/.ollama\/models<\/code> (\u0623\u0648 <code>C:Users.ollamamodels<\/code> (\u0641\u064a \u0646\u0638\u0627\u0645 \u0648\u064a\u0646\u062f\u0648\u0632). \u064a\u0645\u0643\u0646\u0643 \u062a\u063a\u064a\u064a\u0631 \u0645\u0648\u0642\u0639 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 <code>OLLAMA_MODELS<\/code> \u0645\u062a\u063a\u064a\u0631 \u0628\u064a\u0626\u064a\u060c \u0648\u0642\u0645 \u0628\u0625\u0632\u0627\u0644\u0629 \u0623\u064a \u0634\u064a\u0621 \u0644\u0645 \u062a\u0639\u062f \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u064a\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <code>ollama rm<\/code>.<\/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>\u0641\u0627\u0632\u062a \u201c\u0623\u0648\u0644\u0627\u0645\u0627\u201d \u0628\u0627\u0644\u0631\u064a\u0627\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \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) \u0641\u064a \u0639\u0627\u0645 2026 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062a\u0642\u0627\u0646 \u0623\u0645\u0631 \u0648\u0627\u062d\u062f \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a: \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0639\u0642\u0628\u0627\u062a. \u0641\u0647\u064a \u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0648\u062a\u0636\u0645\u0646 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0648\u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u0645\u062a\u0644\u0643\u0647\u0627 \u0628\u0627\u0644\u0641\u0639\u0644\u060c \u0648\u062a\u0646\u062a\u0642\u0644 \u0628\u0643 \u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u00ab\u0623\u0631\u064a\u062f \u062a\u062c\u0631\u0628\u0629 \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0644\u064a\u00bb \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u062c\u0627\u0647\u0632 \u0644\u0644\u062a\u0634\u063a\u064a\u0644 \u0641\u064a \u063a\u0636\u0648\u0646 \u062f\u0642\u064a\u0642\u062a\u064a\u0646 \u062a\u0642\u0631\u064a\u0628\u064b\u0627. \u0644\u064a\u0633 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0633\u0631\u0639 \u0641\u064a \u0638\u0644 \u0627\u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u062b\u0642\u064a\u0644\u0629\u060c \u0648\u0644\u0646 \u064a\u062a\u0641\u0648\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u0644\u064a \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0641\u064a \u0623\u0635\u0639\u0628 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u2014 \u0648\u0644\u0643\u0646 \u0643\u0628\u0648\u0627\u0628\u0629 \u062f\u062e\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0627 \u064a\u0636\u0627\u0647\u064a\u0647. \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0628\u062a\u062f\u0626\u064b\u0627\u060c \u0641\u0627\u0628\u062f\u0623 \u0645\u0646 \u0647\u0646\u0627.<\/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\/qwen3-32b-vs-gemma-3-27b\/\">Qwen3 32B vs Gemma 3 27B: Specs, Pricing &amp; Which to Choose (2026)<\/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\/\">Ollama \u0645\u0642\u0627\u0628\u0644 Jan: \u0623\u064a \u062a\u0637\u0628\u064a\u0642 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062d\u0644\u064a \u064a\u062a\u0641\u0648\u0642 \u0641\u064a \u0639\u0627\u0645 2026\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/lm-studio-complete-guide-2026\/\">\u0625\u0645 \u0625\u0644 \u0633\u062a\u0648\u062f\u064a\u0648: \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 (2026)<\/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\/llm-hallucinations-complete-guide\/\">\u0647\u0644\u0648\u0633\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0639\u0627\u0645 2026: \u0623\u0633\u0628\u0627\u0628 \u062d\u062f\u0648\u062b\u0647\u0627 \u0648\u0643\u064a\u0641\u064a\u0629 \u0645\u0646\u0639\u0647\u0627<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/prompt-engineering-techniques\/\">\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064f\u062f\u062e\u0644\u0627\u062a (Prompt Engineering) \u0641\u064a \u0639\u0627\u0645 2026: \u0661\u0662 \u062a\u0642\u0646\u064a\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0628\u0627\u0644\u0641\u0639\u0644<\/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>\u062d\u0648\u0651\u0644 \u00ab\u0623\u0648\u0644\u0627\u0645\u0627\u00bb \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631 (LLM) \u0627\u0644\u0645\u062d\u0644\u064a \u0645\u0646 \u0645\u0634\u0631\u0648\u0639 \u0643\u0627\u0646 \u064a\u064f\u0646\u0641\u0630 \u0641\u064a \u0639\u0637\u0644\u0629 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0623\u0633\u0628\u0648\u0639 \u0625\u0644\u0649 \u0623\u0645\u0631 \u0648\u0627\u062d\u062f. \u0625\u0644\u064a\u0643\u0645 \u0634\u0631\u062d\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0644\u0645\u0627\u0647\u064a\u062a\u0647\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644\u0647 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0648\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0641\u064a \u0639\u0627\u0645 2026.<\/p>","protected":false},"author":1,"featured_media":798,"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":[3],"tags":[650,256,259,423,649,651],"class_list":["post-792","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-llms","tag-llama-cpp","tag-local-llm","tag-ollama","tag-open-source-ai","tag-run-llm-locally","tag-self-hosted-ai"],"_links":{"self":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/792","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=792"}],"version-history":[{"count":5,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/792\/revisions"}],"predecessor-version":[{"id":1515,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/posts\/792\/revisions\/1515"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/media\/798"}],"wp:attachment":[{"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/media?parent=792"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/categories?post=792"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/convly.ai\/ar\/wp-json\/wp\/v2\/tags?post=792"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}