{"id":189969,"date":"2026-03-23T15:36:13","date_gmt":"2026-03-23T15:36:13","guid":{"rendered":"https:\/\/kamucalisani.net\/?p=189969"},"modified":"2026-03-23T15:36:13","modified_gmt":"2026-03-23T15:36:13","slug":"phone-17-pro-sinirlari-zorladi-400-milyar-parametreli-llm-calistiriyor","status":"publish","type":"post","link":"https:\/\/kamucalisani.net\/index.php\/2026\/03\/23\/phone-17-pro-sinirlari-zorladi-400-milyar-parametreli-llm-calistiriyor\/","title":{"rendered":"Phone 17 Pro s\u0131n\u0131rlar\u0131 zorlad\u0131: 400 milyar parametreli LLM \u00e7al\u0131\u015ft\u0131r\u0131yor"},"content":{"rendered":"<p><figure> <span> <img decoding=\"async\" src=\"https:\/\/kamucalisani.net\/wp-content\/uploads\/2026\/03\/phone-17-pro-sinirlari-zorladi-400-milyar-parametreli-llm-calistiriyor-0-5yQvmbUw.jpg\"\/> <\/span> Mobil cihazlar\u0131n yapay zeka taraf\u0131ndaki kapasitesi son y\u0131llarda ciddi \u015fekilde artm\u0131\u015f durumda ve \u00f6zellikle yerel (on-device) modeller, gizlilik ve gecikme avantajlar\u0131 nedeniyle giderek daha fazla \u00f6nem kazan\u0131yor.\u00a0Bu alandaki en dikkat \u00e7ekici \u00f6rneklerden biri ise <strong>iPhone 17 Pro \u00fczerinde<\/strong> ger\u00e7ekle\u015ftirilen yeni bir deneme oldu. <\/figure>\n<p><b>iPhone 17 Pro 400 milyar parametreli LLM \u00e7al\u0131\u015ft\u0131r\u0131yor<\/b><\/p>\n<p>Normal \u015fartlarda en az 200GB bellek gerektiren 400 milyar parametreli bir b\u00fcy\u00fck dil modeli (LLM), iPhone 17 Pro \u00fczerinde \u00e7al\u0131\u015ft\u0131r\u0131ld\u0131. Bu noktada kritik detay, kullan\u0131lan y\u00f6ntem. Cihaz\u0131n yaln\u0131zca <strong>12 GB LPDDR5X RAM&#8217;e<\/strong> sahip olmas\u0131 nedeniyle model do\u011frudan belle\u011fe y\u00fcklenmiyor.\u00a0<\/p>\n<p>Bunun yerine a\u00e7\u0131k kaynakl\u0131 Flash-MoE yakla\u015f\u0131m\u0131yla, modelin bir k\u0131sm\u0131 depolama biriminden GPU&#8217;ya aktar\u0131l\u0131yor. Ayr\u0131ca &#8220;Mixture of Experts&#8221; yap\u0131s\u0131 sayesinde her i\u015flemde modelin tamam\u0131 de\u011fil, belirli b\u00f6l\u00fcmleri kullan\u0131l\u0131yor. Ancak bu ba\u015far\u0131 pratik kullan\u0131m anlam\u0131na gelmiyor. Modelin \u00fcretim h\u0131z\u0131 olduk\u00e7a d\u00fc\u015f\u00fck.<\/p>\n<p>iPhone 17 Pro, saniyede yaln\u0131zca <strong>0.6 token<\/strong> \u00fcretebiliyor. Bu da yakla\u015f\u0131k olarak her <strong>1.5\u20132 saniyede bir kelime<\/strong> anlam\u0131na geliyor.\u00a0Buna ek olarak yo\u011fun i\u015flem y\u00fck\u00fc, batarya t\u00fcketimini de ciddi \u015fekilde art\u0131r\u0131yor.\u00a0Yine de bu deneme \u00f6nemli bir kilometre ta\u015f\u0131 niteli\u011finde.<\/p>\n<p>\u00c7\u00fcnk\u00fc b\u00fcy\u00fck dil modellerinin bulut yerine do\u011frudan cihaz \u00fczerinde \u00e7al\u0131\u015ft\u0131r\u0131lmas\u0131, veri gizlili\u011fi a\u00e7\u0131s\u0131ndan ciddi avantajlar sunuyor. \u0130nternet ba\u011flant\u0131s\u0131 olmadan \u00e7al\u0131\u015fabilmesi de ayr\u0131 bir art\u0131.<\/p>\n\n<p>Kaynak\u00a0 :\u00a0<span style=\"background-color: rgb(255, 249, 236); color: rgb(55, 58, 60); font-size: 14px;\">https:\/\/www.donanimhaber.com\/iphone-17-pro-400-milyar-parametreli-llm-calistiriyor&#8211;203531<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mobil cihazlar\u0131n yapay zeka taraf\u0131ndaki kapasitesi son y\u0131llarda ciddi \u015fekilde artm\u0131\u015f durumda ve \u00f6zellikle yerel (on-device) modeller, gizlilik ve gecikme avantajlar\u0131 nedeniyle giderek daha fazla \u00f6nem kazan\u0131yor.\u00a0Bu alandaki en dikkat \u00e7ekici &#8230;<\/p>\n","protected":false},"author":1,"featured_media":189970,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[449],"class_list":["post-189969","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-model"],"_links":{"self":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/189969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/comments?post=189969"}],"version-history":[{"count":1,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/189969\/revisions"}],"predecessor-version":[{"id":189972,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/189969\/revisions\/189972"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media\/189970"}],"wp:attachment":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media?parent=189969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/categories?post=189969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/tags?post=189969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}