{"id":45158,"date":"2026-09-04T13:24:21","date_gmt":"2026-09-04T13:24:21","guid":{"rendered":"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/"},"modified":"2026-09-04T13:24:21","modified_gmt":"2026-09-04T13:24:21","slug":"evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir","status":"publish","type":"post","link":"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/","title":{"rendered":"Evdeki Bo\u015fta Duran Bilgisayarlar\u0131 Yapay Zeka Canavar\u0131na D\u00f6n\u00fc\u015ft\u00fcren Teknoloji: NVIDIA PAIR Nedir?"},"content":{"rendered":"<div class=\"detail-content-body dark:text-dark-text\">\n<div class=\"flex relative bg-content-adv-bg justify-center gap-3 p-2 items-center my-12 content-adv-col\" style=\"min-height: 260px\">\n<div><\/div>\n<div><\/div>\n<\/p><\/div>\n<p>Belki teknoloji merak&#305;n&#305;zdan, belki i&#351;iniz gerektirdi&#287;i i&ccedil;in elinizde birden fazla bilgisayar olabilir. Oyun oynad&#305;&#287;&#305;n&#305;z g&uuml;&ccedil;l&uuml; bir masa&uuml;st&uuml;, i&#351;lerinizi halletti&#287;iniz bir laptop veya art&#305;k eskisi kadar kullanmad&#305;&#287;&#305;n&#305;z ba&#351;ka bir bilgisayar&#305;n&#305;z vard&#305;r. Hepsini ayn&#305; anda kullanm&#305;yor, dolay&#305;s&#305;yla sahip olduklar&#305; i&#351;lem g&uuml;c&uuml;n&uuml;n tamam&#305;ndan da her zaman yararlanam&#305;yorsunuz. &Ouml;zellikle yapay zek&acirc; uygulamalar&#305;nda bu durum daha da belirginle&#351;iyor: Bir bilgisayar a&#287;&#305;r bir i&#351;le u&#287;ra&#351;&#305;rken di&#287;erlerinin g&uuml;c&uuml; b&uuml;y&uuml;k &ouml;l&ccedil;&uuml;de at&#305;l kalabiliyor.<\/p>\n<div class=\"content-gallery-lightbox hidden md:block mb-5 dark:border-[#404040] dark:bg-[#2d2d30]\" data-gallery-images=\"[{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681325\/681325-1200x675.jpg&quot;,&quot;alt&quot;:&quot;Evdeki Bou015fta Duran Bilgisayarlaru0131 Yapay Zeka Canavaru0131na Du00f6nu00fcu015ftu00fcren Teknoloji: NVIDIA PAIR Nedir?&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681340\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;HQBVzLHUJELwt5GRSyQMC-1200-80.jpg&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681376\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-pair-architecture-flowchart-ollama-lm-studio&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681379\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;133745211&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681382\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-connects-home-computers-into-one-ai-inference-cluster-with-pair-1000x600&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681385\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-pair-app-1b-ari&quot;,&quot;width&quot;:1200,&quot;height&quot;:675}]\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ff0f0f;color:#ff0f0f\" 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: #ff0f0f;color:#ff0f0f\" 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><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Icerikten_Gorseller\" >&#304;&ccedil;erikten G&ouml;rseller<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Icerikten_Gorseller-2\" >&#304;&ccedil;erikten G&ouml;rseller<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Windows_Linux_ve_macOS_ayni_kumeye_girebiliyor\" >Windows, Linux ve macOS ayn&#305; k&uuml;meye girebiliyor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#PAIR_mevcut_yapay_zeka_araclarinin_onune_yerlesiyor\" >PAIR mevcut yapay zek&acirc; ara&ccedil;lar&#305;n&#305;n &ouml;n&uuml;ne yerle&#351;iyor<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Bunlar_da_Ilginizi_Cekebilir\" >Bunlar da &#304;lginizi &Ccedil;ekebilir<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Coklu_ajanlarda_bosta_kalan_GPUlar_ise_yariyor\" >&Ccedil;oklu ajanlarda bo&#351;ta kalan GPU&#8217;lar i&#351;e yar&#305;yor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#NVIDIAnin_testinde_sure_18_dakikadan_8_dakikaya_iniyor\" >NVIDIA&#8217;n&#305;n testinde s&uuml;re 18 dakikadan 8 dakikaya iniyor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Bilgisayarda_oyun_acarsaniz_ne_oluyor\" >Bilgisayarda oyun a&ccedil;arsan&#305;z ne oluyor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#PAIR_VRAMleri_birlestirmiyor\" >PAIR, VRAM&#8217;leri birle&#351;tirmiyor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Veriler_guvende_Yapay_zeka_gorevleri_yerel_agda_kaliyor\" >Veriler g&uuml;vende: Yapay zek&acirc; g&ouml;revleri yerel a&#287;da kal&#305;yor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/#Kendi_yapay_zeka_kumenizi_nasil_kurarsiniz\" >Kendi yapay zek&acirc; k&uuml;menizi nas&#305;l kurars&#305;n&#305;z?<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"content-gallery-title dark:text-dark-text\"><span class=\"ez-toc-section\" id=\"Icerikten_Gorseller\"><\/span>&#304;&ccedil;erikten G&ouml;rseller<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"content-gallery-body\">\n<div class=\"content-gallery-hero\" data-index=\"0\">\n                    <span class=\"gallery-img-wrapper\"><br \/>\n                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/681325-1200x675-1.jpg\" alt=\"Evdeki Bo\u015fta Duran Bilgisayarlar\u0131 Yapay Zeka Canavar\u0131na D\u00f6n\u00fc\u015ft\u00fcren Teknoloji: NVIDIA PAIR Nedir?\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><br \/>\n                    <\/span>\n                <\/div>\n<div class=\"content-gallery-grid\">\n<div class=\"content-gallery-item \" data-index=\"1\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-438.jpg\" alt=\"HQBVzLHUJELwt5GRSyQMC-1200-80.jpg\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item \" data-index=\"2\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-439.jpg\" alt=\"nvidia-pair-architecture-flowchart-ollama-lm-studio\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item \" data-index=\"3\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-440.jpg\" alt=\"133745211\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item content-gallery-item--more\" data-index=\"4\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-441.jpg\" alt=\"nvidia-connects-home-computers-into-one-ai-inference-cluster-with-pair-1000x600\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><br \/>\n                                                                    <span class=\"content-gallery-more-count\">+1<\/span>\n                                                            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"content-gallery-overlay\" style=\"display:none\">\n            <button class=\"content-gallery-close\" aria-label=\"Kapat\">&times;<\/button><\/p>\n<div class=\"content-gallery-zoom-controls\">\n                <button class=\"content-gallery-zoom-in\" aria-label=\"Yak\u0131nla\u015ft\u0131r\">+<\/button><br \/>\n                <button class=\"content-gallery-zoom-out\" aria-label=\"Uzakla\u015ft\u0131r\">&minus;<\/button>\n            <\/div>\n<p>            <button class=\"content-gallery-prev\" aria-label=\"\u00d6nceki\">&lsaquo;<\/button><br \/>\n            <button class=\"content-gallery-next\" aria-label=\"Sonraki\">&rsaquo;<\/button><\/p>\n<div class=\"content-gallery-stage\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p><strong>NVIDIA&#8217;n&#305;n PAIR (Personal AI Router)<\/strong> projesi, bu bilgisayarlar&#305; ayn&#305; a&#287; &uuml;zerinde bulu&#351;turuyor. PAIR, yapay zek&acirc; g&ouml;revlerini a&#287;daki farkl&#305; makineler aras&#305;nda payla&#351;t&#305;rarak tek bir bilgisayara y&uuml;klenmek yerine elinizdeki donan&#305;m&#305;n tamam&#305;ndan yararlanman&#305;za imk&acirc;n veriyor.<\/p>\n<div class=\"content-adv-col relative my-12 flex items-center justify-center rounded-md bg-content-adv-bg dark:bg-dark-content-adv-bg\">\n<\/div>\n<div class=\"content-gallery-lightbox md:hidden mb-5 dark:border-[#404040] dark:bg-[#2d2d30]\" data-gallery-images=\"[{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681325\/681325-1200x675.jpg&quot;,&quot;alt&quot;:&quot;Evdeki Bou015fta Duran Bilgisayarlaru0131 Yapay Zeka Canavaru0131na Du00f6nu00fcu015ftu00fcren Teknoloji: NVIDIA PAIR Nedir?&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681340\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;HQBVzLHUJELwt5GRSyQMC-1200-80.jpg&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681376\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-pair-architecture-flowchart-ollama-lm-studio&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681379\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;133745211&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681382\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-connects-home-computers-into-one-ai-inference-cluster-with-pair-1000x600&quot;,&quot;width&quot;:1200,&quot;height&quot;:675},{&quot;src&quot;:&quot;https:\/\/imgrosetta.webtekno.com\/file\/681385\/1200xauto.jpg&quot;,&quot;alt&quot;:&quot;nvidia-pair-app-1b-ari&quot;,&quot;width&quot;:1200,&quot;height&quot;:675}]\">\n<h3 class=\"content-gallery-title dark:text-dark-text\"><span class=\"ez-toc-section\" id=\"Icerikten_Gorseller-2\"><\/span>&#304;&ccedil;erikten G&ouml;rseller<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"content-gallery-body\">\n<div class=\"content-gallery-hero\" data-index=\"0\">\n                    <span class=\"gallery-img-wrapper\"><br \/>\n                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/681325-1200x675-2.jpg\" alt=\"Evdeki Bo\u015fta Duran Bilgisayarlar\u0131 Yapay Zeka Canavar\u0131na D\u00f6n\u00fc\u015ft\u00fcren Teknoloji: NVIDIA PAIR Nedir?\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><br \/>\n                    <\/span>\n                <\/div>\n<div class=\"content-gallery-grid\">\n<div class=\"content-gallery-item \" data-index=\"1\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-442.jpg\" alt=\"HQBVzLHUJELwt5GRSyQMC-1200-80.jpg\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item \" data-index=\"2\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-443.jpg\" alt=\"nvidia-pair-architecture-flowchart-ollama-lm-studio\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item \" data-index=\"3\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-444.jpg\" alt=\"133745211\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\">\n                                                            <\/div>\n<div class=\"content-gallery-item content-gallery-item--more\" data-index=\"4\">\n                                <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-445.jpg\" alt=\"nvidia-connects-home-computers-into-one-ai-inference-cluster-with-pair-1000x600\" loading=\"lazy\" width=\"1200\" height=\"675\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><br \/>\n                                                                    <span class=\"content-gallery-more-count\">+1<\/span>\n                                                            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"content-gallery-overlay\" style=\"display:none\">\n            <button class=\"content-gallery-close\" aria-label=\"Kapat\">&times;<\/button><\/p>\n<div class=\"content-gallery-zoom-controls\">\n                <button class=\"content-gallery-zoom-in\" aria-label=\"Yak\u0131nla\u015ft\u0131r\">+<\/button><br \/>\n                <button class=\"content-gallery-zoom-out\" aria-label=\"Uzakla\u015ft\u0131r\">&minus;<\/button>\n            <\/div>\n<p>            <button class=\"content-gallery-prev\" aria-label=\"\u00d6nceki\">&lsaquo;<\/button><br \/>\n            <button class=\"content-gallery-next\" aria-label=\"Sonraki\">&rsaquo;<\/button><\/p>\n<div class=\"content-gallery-stage\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Windows_Linux_ve_macOS_ayni_kumeye_girebiliyor\"><\/span>Windows, Linux ve macOS ayn&#305; k&uuml;meye girebiliyor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"gallery-img-wrapper gallery-img-wrapper--body\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-446.jpg\" alt=\"HQBVzLHUJELwt5GRSyQMC-1200-80.jpg\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><\/span><\/p>\n<p><strong>PAIR, farkl&#305; i&#351;letim sistemlerini ayn&#305; a&#287; &uuml;zerinde bir araya getirebiliyor.<\/strong><\/p>\n<p>RTX ekran kartl&#305; bir Windows bilgisayar, Ubuntu &ccedil;al&#305;&#351;t&#305;ran ba&#351;ka bir tanesi ve Apple Silicon i&#351;lemcili bir MacBook ayn&#305; PAIR k&uuml;mesinde yer alabiliyor.<\/p>\n<p>Sistemin &ccedil;al&#305;&#351;mas&#305; i&ccedil;in <strong>ayr&#305; bir ana sunucu kurmak da gerekmiyor<\/strong>. A&#287;daki cihazlar hem g&ouml;revleri &ccedil;al&#305;&#351;t&#305;r&#305;yor hem de y&ouml;nlendirme s&uuml;recine kat&#305;l&#305;yor.<\/p>\n<p>K&uuml;meye yeni bir bilgisayar ekledi&#287;inizde kullan&#305;labilecek toplam donan&#305;m da art&#305;yor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"PAIR_mevcut_yapay_zeka_araclarinin_onune_yerlesiyor\"><\/span>PAIR mevcut yapay zek&acirc; ara&ccedil;lar&#305;n&#305;n &ouml;n&uuml;ne yerle&#351;iyor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"gallery-img-wrapper gallery-img-wrapper--body\"><img decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-447.jpg\" alt=\"nvidia-pair-architecture-flowchart-ollama-lm-studio\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><\/span><\/p>\n<p><strong>PAIR yeni bir yapay zek&acirc; &ccedil;&#305;kar&#305;m motoru de&#287;il.<\/strong> Ollama ve LM Studio gibi ara&ccedil;lar&#305;n &ouml;n&uuml;nde &ccedil;al&#305;&#351;an bir proxy katman&#305;. <strong>Bu ayr&#305;m &ouml;nemli.<\/strong> &Ccedil;&uuml;nk&uuml; PAIR kullanmak i&ccedil;in mevcut yapay zek&acirc; uygulaman&#305;z&#305; ba&#351;tan kurman&#305;z gerekmiyor.<\/p>\n<p>&#304;stemci veya ajan kodunuz ayn&#305; kalabiliyor. Yaln&#305;zca ba&#287;lant&#305;y&#305; PAIR y&ouml;nlendiricisine verdi&#287;inizde g&ouml;revlerin a&#287;daki uygun bilgisayarlara da&#287;&#305;t&#305;lmas&#305;n&#305; sistem &uuml;stleniyor.<\/p>\n<p>Kullan&#305;c&#305; taraf&#305;nda tek bir ba&#287;lant&#305; var. Arka planda ise birden fazla bilgisayar &ccedil;al&#305;&#351;&#305;yor.<\/p>\n<div class=\"related-tag-posts-widget bg-category-most-read dark:bg-dark-category-most-read mb-4 mt-6 w-full overflow-hidden rounded-md pb-5\" data-related-tag-placeholder data-post-id=\"223636\">\n<div class=\"related-tag-title flex items-center rounded-t-md bg-primary p-4\">\n<h3 class=\"ml-2 text-xl font-bold text-white\"><span class=\"ez-toc-section\" id=\"Bunlar_da_Ilginizi_Cekebilir\"><\/span>\n            Bunlar da &#304;lginizi &Ccedil;ekebilir<br \/>\n        <span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/p><\/div>\n<div class=\"mt-5 grid grid-cols-2 gap-3 px-4 md:grid-cols-4 md:gap-4 md:px-5\">\n<div class=\"dark:bg-gray-900 block overflow-hidden rounded-lg bg-white shadow-sm\">\n<div class=\"space-y-2 p-2 md:p-3\"><\/div>\n<\/p><\/div>\n<div class=\"dark:bg-gray-900 block overflow-hidden rounded-lg bg-white shadow-sm\">\n<div class=\"space-y-2 p-2 md:p-3\"><\/div>\n<\/p><\/div>\n<div class=\"dark:bg-gray-900 block overflow-hidden rounded-lg bg-white shadow-sm\">\n<div class=\"space-y-2 p-2 md:p-3\"><\/div>\n<\/p><\/div>\n<div class=\"dark:bg-gray-900 block overflow-hidden rounded-lg bg-white shadow-sm\">\n<div class=\"space-y-2 p-2 md:p-3\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Coklu_ajanlarda_bosta_kalan_GPUlar_ise_yariyor\"><\/span>&Ccedil;oklu ajanlarda bo&#351;ta kalan GPU&#8217;lar i&#351;e yar&#305;yor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"gallery-img-wrapper gallery-img-wrapper--body\"><img decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-448.jpg\" alt=\"133745211\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><\/span><\/p>\n<p>Yapay zek&acirc; ajanlar&#305; tek ba&#351;&#305;na bir g&ouml;rev y&uuml;r&uuml;tmek yerine i&#351;i k&uuml;&ccedil;&uuml;k par&ccedil;alara ay&#305;rabiliyor. &Ouml;rne&#287;in bir ajan takvimi kontrol ederken ba&#351;ka biri e-postalar&#305; inceleyebilir. Bir di&#287;er ajan da bu bilgilerden &ouml;zet haz&#305;rlayabilir. Tek bilgisayarda &ccedil;al&#305;&#351;&#305;rken bu g&ouml;revlerin tamam&#305; ayn&#305; GPU&#8217;nun kaynaklar&#305;n&#305; kullan&#305;yor.<\/p>\n<p>PAIR ise ba&#287;&#305;ms&#305;z g&ouml;revleri farkl&#305; cihazlara g&ouml;nderebiliyor.  <strong>Bir bilgisayar&#305;n GPU&#8217;su me&#351;gulse di&#287;er makinenin bo&#351; kapasitesi kullan&#305;labiliyor.<\/strong><\/p>\n<p>Buradaki fikir, birka&ccedil; ekran kart&#305;n&#305; fiziksel olarak tek bir GPU&#8217;ya d&ouml;n&uuml;&#351;t&uuml;rmek de&#287;il. Ayn&#305; anda yap&#305;labilecek i&#351;leri <strong>farkl&#305; bilgisayarlara payla&#351;t&#305;rmak.<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVIDIAnin_testinde_sure_18_dakikadan_8_dakikaya_iniyor\"><\/span>NVIDIA&#8217;n&#305;n testinde s&uuml;re 18 dakikadan 8 dakikaya iniyor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NVIDIA&#8217;n&#305;n g&ouml;steriminde <strong>be&#351; alt ajandan<\/strong> olu&#351;an bir i&#351; y&uuml;k&uuml; kullan&#305;ld&#305;. Tek bir RTX Spark Laptop ile g&ouml;revlerin tamamlanmas&#305; <strong>18 dakika<\/strong> s&uuml;rd&uuml;.<\/p>\n<p>Laptop, DGX Spark ve RTX 5090&#8217;dan olu&#351;an PAIR k&uuml;mesinde ise ayn&#305; i&#351; y&uuml;k&uuml; <strong>8 dakika 48 saniyede<\/strong> tamamland&#305;. S&uuml;re yakla&#351;&#305;k yar&#305;ya indi.<\/p>\n<p><strong>Burada yine &ouml;nemli bir ayr&#305;nt&#305; var:<\/strong> PAIR tek bir iste&#287;i &uuml;&ccedil; GPU aras&#305;nda b&ouml;lm&uuml;yor. Birbirinden ba&#287;&#305;ms&#305;z &ccedil;al&#305;&#351;abilen g&ouml;revleri farkl&#305; cihazlara da&#287;&#305;t&#305;yor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bilgisayarda_oyun_acarsaniz_ne_oluyor\"><\/span>Bilgisayarda oyun a&ccedil;arsan&#305;z ne oluyor?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"gallery-img-wrapper gallery-img-wrapper--body\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-449.jpg\" alt=\"nvidia-connects-home-computers-into-one-ai-inference-cluster-with-pair-1000x600\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><\/span><\/p>\n<p>Ev bilgisayarlar&#305;n&#305;n kullan&#305;m &#351;ekli g&uuml;n i&ccedil;inde s&uuml;rekli de&#287;i&#351;ebilir. Sabah yapay zek&acirc; g&ouml;revi &ccedil;al&#305;&#351;t&#305;rd&#305;&#287;&#305;n&#305;z bilgisayarda ak&#351;am oyun oynayabilirsiniz. PAIR bu de&#287;i&#351;ime g&ouml;re hareket edebiliyor.<\/p>\n<p>K&uuml;meye dahil bir bilgisayarda GPU&#8217;yu yo&#287;un kullanan bir oyun a&ccedil;&#305;ld&#305;&#287;&#305;nda cihaz art&#305;k yapay zek&acirc; g&ouml;revleri i&ccedil;in uygun olmayabilir. <strong>PAIR bu bilgisayar&#305; g&ouml;rev da&#287;&#305;t&#305;m&#305;ndan &ccedil;&#305;karabiliyor.<\/strong><\/p>\n<p>Laptopun kapa&#287;&#305;n&#305; kapatman&#305;z da sistemi durdurmuyor. Di&#287;er bilgisayarlar &ccedil;al&#305;&#351;maya devam ediyor. Cihaz yeniden bo&#351;ta kald&#305;&#287;&#305;nda k&uuml;meye geri d&ouml;nebiliyor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"PAIR_VRAMleri_birlestirmiyor\"><\/span>PAIR, VRAM&#8217;leri birle&#351;tirmiyor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>PAIR&#8217;&#305;n &ouml;nemli bir s&#305;n&#305;r&#305; bulunuyor: Farkl&#305; ekran kartlar&#305;n&#305;n VRAM&#8217;lerini tek bir havuzda toplam&#305;yor. <strong>&#304;ki adet 8 GB VRAM&#8217;li ekran kart&#305;n&#305;z varsa bunlar&#305; 16 GB VRAM gibi kullanamazs&#305;n&#305;z.<\/strong> Dolay&#305;s&#305;yla 16 GB belle&#287;e ihtiya&ccedil; duyan bir modeli yaln&#305;zca iki adet 8 GB ekran kart&#305;n&#305;z oldu&#287;u i&ccedil;in &ccedil;al&#305;&#351;t&#305;rman&#305;z m&uuml;mk&uuml;n de&#287;il.<\/p>\n<p>Bir ba&#351;ka konu da modellerin cihazlarda haz&#305;r bulunmas&#305;. &Ccedil;al&#305;&#351;t&#305;rmak istedi&#287;iniz yapay zek&acirc; modelinin g&ouml;rev g&ouml;nderilecek bilgisayarda &ouml;nceden indirilmi&#351; olmas&#305; gerekiyor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Veriler_guvende_Yapay_zeka_gorevleri_yerel_agda_kaliyor\"><\/span>Veriler g&uuml;vende: Yapay zek&acirc; g&ouml;revleri yerel a&#287;da kal&#305;yor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>PAIR&#8217;&#305;n yerel yapay zek&acirc; a&ccedil;&#305;s&#305;ndan &ouml;ne &ccedil;&#305;kan taraflar&#305;ndan biri de <strong>verilerin bulut sunucular&#305;na g&ouml;nderilmesini gerektirmemesi.<\/strong><\/p>\n<p>A&#287;daki cihazlar birbirlerini mDNS &uuml;zerinden buluyor. Cihazlar aras&#305;ndaki ileti&#351;im ise otomatik olu&#351;turulan sertifikalar ve mTLS (Mutual TLS) ile korunuyor. Kod, belge veya ki&#351;isel dosyalarla &ccedil;al&#305;&#351;&#305;rken bu yap&#305; &ouml;zellikle anlaml&#305;. Verileri &uuml;&ccedil;&uuml;nc&uuml; taraf bir yapay zek&acirc; sunucusuna g&ouml;ndermek yerine kendi bilgisayarlar&#305;n&#305;z &uuml;zerinde i&#351;lem yapabiliyorsunuz.<\/p>\n<p>&Uuml;stelik i&#351;lem g&uuml;c&uuml; i&ccedil;in kendi donan&#305;m&#305;n&#305;z&#305; kulland&#305;&#287;&#305;n&#305;zdan <strong>bulut servislerine<\/strong> s&uuml;rekli token veya i&#351;lem &uuml;creti &ouml;deme zorunlulu&#287;u da ortadan kalk&#305;yor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Kendi_yapay_zeka_kumenizi_nasil_kurarsiniz\"><\/span>Kendi yapay zek&acirc; k&uuml;menizi nas&#305;l kurars&#305;n&#305;z?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span class=\"gallery-img-wrapper gallery-img-wrapper--body\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2026\/09\/1200xauto-450.jpg\" alt=\"nvidia-pair-app-1b-ari\" style=\"max-width: 100%;height: auto;display: block;margin: 10px auto\"><\/span><\/p>\n<p>PAIR kullanmaya ba&#351;lamak i&ccedil;in desteklenen bilgisayarlara arac&#305; kurman&#305;z gerekiyor.<\/p>\n<p><strong>1. PAIR&#8217;&#305; kurun<\/strong><\/p>\n<p>PAIR, Apache 2.0 lisans&#305;yla sunulan <a target=\"_blank\" href=\"https:\/\/github.com\/NVIDIA\/Personal-AI-Router\" rel=\"nofollow\">a&ccedil;&#305;k kaynakl&#305; bir proje<\/a>. Windows, macOS veya Linux cihazlar&#305;n&#305;za <strong>beta s&uuml;r&uuml;m&uuml;n&uuml;<\/strong> kurabiliyorsunuz.<\/p>\n<p><strong>2. Bilgisayarlar&#305; ayn&#305; a&#287;a ba&#287;lay&#305;n<\/strong><\/p>\n<p>PAIR &ccedil;al&#305;&#351;an cihazlar yerel a&#287; &uuml;zerinde birbirlerini buluyor. G&uuml;venli ba&#287;lant&#305; i&ccedil;in mTLS e&#351;le&#351;tirmesini onaylaman&#305;z gerekiyor.<\/p>\n<p><strong>3. Yapay zek&acirc; arac&#305;n&#305;z&#305; PAIR&#8217;a ba&#287;lay&#305;n<\/strong><\/p>\n<p>Ollama gibi kulland&#305;&#287;&#305;n&#305;z arac&#305;n API ba&#287;lant&#305;s&#305;n&#305; PAIR&#8217;&#305;n yerel y&ouml;nlendirme portuna y&ouml;nlendiriyorsunuz. Varsay&#305;lan port 11435.<\/p>\n<p>Sonras&#305;nda g&ouml;rev da&#287;&#305;l&#305;m&#305;n&#305; PAIR yap&#305;yor.<\/p>\n<p>Bo&#351;ta kalan bilgisayar kullan&#305;labiliyor, yo&#287;unla&#351;an cihaz&#305;n y&uuml;k&uuml; ba&#351;ka makinelere aktar&#305;labiliyor. Laptopu kapatt&#305;&#287;&#305;n&#305;zda di&#287;er bilgisayarlar &ccedil;al&#305;&#351;may&#305; s&uuml;rd&uuml;r&uuml;yor.<\/p>\n<p>G&uuml;n&uuml;n sonunda PAIR, yapay zek&acirc; kullan&#305;m&#305;na farkl&#305; bir a&ccedil;&#305;dan bakmam&#305;z&#305; sa&#287;l&#305;yor. Daha g&uuml;&ccedil;l&uuml; bir bilgisayar almak ya da yeni bir altyap&#305; kurmak yerine, zaten sahip oldu&#287;umuz donan&#305;mlar&#305; nas&#305;l daha verimli kullanabilece&#287;imizi g&ouml;steriyor.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Belki teknoloji merak&#305;n&#305;zdan, belki i&#351;iniz gerektirdi&#287;i i&ccedil;in elinizde birden fazla bilgisayar olabilir. Oyun oynad&#305;&#287;&#305;n&#305;z g&uuml;&ccedil;l&uuml; bir masa&uuml;st&uuml;, i&#351;lerinizi halletti&#287;iniz bir laptop veya art&#305;k eskisi kadar kullanmad&#305;&#287;&#305;n&#305;z ba&#351;ka bir bilgisayar&#305;n&#305;z vard&#305;r. Hepsini ayn&#305; anda kullanm&#305;yor, dolay&#305;s&#305;yla sahip olduklar&#305; i&#351;lem g&uuml;c&uuml;n&uuml;n tamam&#305;ndan da her zaman yararlanam&#305;yorsunuz. &Ouml;zellikle yapay zek&acirc; uygulamalar&#305;nda bu durum daha da belirginle&#351;iyor: Bir bilgisayar [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":45142,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45158","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Evdeki Bo\u015fta Duran Bilgisayarlar\u0131 Yapay Zeka Canavar\u0131na D\u00f6n\u00fc\u015ft\u00fcren Teknoloji: NVIDIA PAIR Nedir? - Vipservis Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vipservis.com\/blog\/evdeki-bosta-duran-bilgisayarlari-yapay-zeka-canavarina-donusturen-teknoloji-nvidia-pair-nedir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Evdeki Bo\u015fta Duran Bilgisayarlar\u0131 Yapay Zeka Canavar\u0131na D\u00f6n\u00fc\u015ft\u00fcren Teknoloji: NVIDIA PAIR Nedir? - Vipservis Blog\" \/>\n<meta property=\"og:description\" content=\"Belki teknoloji merak&#305;n&#305;zdan, belki i&#351;iniz gerektirdi&#287;i i&ccedil;in elinizde birden fazla bilgisayar olabilir. 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