{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"B\u00fcy\u00fck Dil Modelleri ve Depolama Zorluklar\u0131 Nelerdir?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"h0oKgTJ1uv\"><a href=\"https:\/\/fatihsoysal.com\/blog\/buyuk-dil-modelleri-ve-depolama-zorluklari-nelerdir\/\">B\u00fcy\u00fck Dil Modelleri ve Depolama Zorluklar\u0131 Nelerdir?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/buyuk-dil-modelleri-ve-depolama-zorluklari-nelerdir\/embed\/#?secret=h0oKgTJ1uv\" width=\"600\" height=\"338\" title=\"&#8220;B\u00fcy\u00fck Dil Modelleri ve Depolama Zorluklar\u0131 Nelerdir?&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"h0oKgTJ1uv\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"B\u00fcy\u00fck Dil Modelleri (LLM'ler) g\u00fcn\u00fcm\u00fcz\u00fcn en heyecan verici teknolojik geli\u015fmelerinden biri. Ancak bu devasa modellerin y\u00f6netimi, depolanmas\u0131 ve birden fazla sunucuda etkin bir \u015fekilde kullan\u0131lmas\u0131, bir\u00e7ok geli\u015ftirici ve operasyon ekibi i\u00e7in ciddi zorluklar do\u011furuyor. Her \u00e7\u0131kar\u0131m sunucusuna modeli ayr\u0131 ayr\u0131 indirmek zaman kayb\u0131na, disk alan\u0131 israf\u0131na ve operasyonel karma\u015f\u0131kl\u0131\u011fa yol a\u00e7abilir. Peki, bu sorunu \u201cbir kez indir, her yerde \u00e7\u0131kar\u0131m yap\u201d felsefesiyle nas\u0131l \u00e7\u00f6zebiliriz? Bu makalede, A\u011f Dosya Sistemi (NFS) kullanarak LLM modellerinizi merkezi bir \u015fekilde depolaman\u0131n ve da\u011f\u0131t\u0131k \u00e7\u0131kar\u0131m ortamlar\u0131n\u0131zda verimli bir \u015fekilde kullanman\u0131n yollar\u0131n\u0131 ke\u015ffedece\u011fiz. B\u00f6ylece, operasyonel y\u00fck\u00fcn\u00fcz\u00fc azalt\u0131rken maliyet etkinli\u011fini ve \u00f6l\u00e7eklenebilirli\u011fi art\u0131rabileceksiniz."}