{"id":4763,"date":"2025-04-30T18:51:55","date_gmt":"2025-04-30T15:51:55","guid":{"rendered":"https:\/\/www.yazilimmutfagi.com\/?p=4763"},"modified":"2025-04-30T18:51:55","modified_gmt":"2025-04-30T15:51:55","slug":"llmlerin-yetenekleri-ve-uygulama-alanlari","status":"publish","type":"post","link":"https:\/\/www.yazilimmutfagi.com\/index.php\/2025\/04\/30\/llmlerin-yetenekleri-ve-uygulama-alanlari\/","title":{"rendered":"LLM&#8217;lerin Yetenekleri ve Uygulama Alanlar\u0131"},"content":{"rendered":"\n<p>B\u00fcy\u00fck Dil Modelleri, \u00f6\u011frendikleri dil bilgisi ve d\u00fcnya bilgisi sayesinde \u00e7ok \u00e7e\u015fitli g\u00f6revlerde etkileyici performanslar sergileyebilirler. Ba\u015fl\u0131ca yetenekleri ve uygulama alanlar\u0131 \u015funlard\u0131r:<\/p>\n\n\n\n<ul>\n<li><strong>Metin \u00dcretme:<\/strong>&nbsp;Verilen bir konuya veya ba\u015flang\u0131\u00e7 metnine dayanarak tutarl\u0131 ve ba\u011flamsal olarak anlaml\u0131 metinler (makaleler, blog yaz\u0131lar\u0131, e-postalar, hikayeler vb.) \u00fcretebilirler.<\/li>\n\n\n\n<li><strong>Soru Cevaplama:<\/strong>&nbsp;Genel bilgi sorular\u0131n\u0131 yan\u0131tlayabilir, belirli bir metin par\u00e7as\u0131ndaki sorulara cevap verebilir veya diyalog \u015feklinde sohbet edebilirler.<\/li>\n\n\n\n<li><strong>\u00d6zetleme:<\/strong>&nbsp;Uzun metinleri veya belgeleri ana fikirlerini koruyarak daha k\u0131sa ve \u00f6z hale getirebilirler.<\/li>\n\n\n\n<li><strong>\u00c7eviri:<\/strong>&nbsp;Farkl\u0131 diller aras\u0131nda metin \u00e7evirisi yapabilirler.<\/li>\n\n\n\n<li><strong>Duygu Analizi:<\/strong>&nbsp;Bir metindeki duygu tonunu (pozitif, negatif, n\u00f6tr) belirleyebilirler.<\/li>\n\n\n\n<li><strong>Metin S\u0131n\u0131fland\u0131rma ve Kategorizasyon:<\/strong>&nbsp;Metinleri \u00f6nceden tan\u0131mlanm\u0131\u015f kategorilere ay\u0131rabilirler (\u00f6rne\u011fin, spam e-posta tespiti, haber konusu s\u0131n\u0131fland\u0131rma).<\/li>\n\n\n\n<li><strong>Kod \u00dcretme ve Anlama:<\/strong>&nbsp;Belirli bir programlama dilinde kod \u00fcretebilir, mevcut kodu a\u00e7\u0131klayabilir veya farkl\u0131 diller aras\u0131nda kod \u00e7evirisi yapabilirler.<\/li>\n\n\n\n<li><strong>Sohbet Robotlar\u0131 ve Sanal Asistanlar:<\/strong>&nbsp;Daha do\u011fal ve ak\u0131c\u0131 konu\u015fma yetenekleriyle m\u00fc\u015fteri hizmetleri, ki\u015fisel asistanl\u0131k gibi alanlarda kullan\u0131l\u0131rlar.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u00d6rnek B\u00fcy\u00fck Dil Modelleri<\/h2>\n\n\n\n<p>G\u00fcn\u00fcm\u00fczde bir\u00e7ok farkl\u0131 kurulu\u015f taraf\u0131ndan geli\u015ftirilen ve kullan\u0131lan \u00e7ok say\u0131da LLM bulunmaktad\u0131r. En bilinen \u00f6rneklerden baz\u0131lar\u0131 \u015funlard\u0131r:<\/p>\n\n\n\n<ul>\n<li><strong>GPT Serisi (OpenAI):<\/strong>&nbsp;GPT-3, GPT-3.5 ve GPT-4 gibi modeller, metin \u00fcretme ve anlama konusunda olduk\u00e7a yeteneklidir ve ChatGPT gibi pop\u00fcler uygulamalar\u0131n temelini olu\u015fturur.<\/li>\n\n\n\n<li><strong>BERT ve RoBERTa (Google):<\/strong>&nbsp;\u00d6zellikle metin anlama ve s\u0131n\u0131fland\u0131rma g\u00f6revlerinde ba\u015far\u0131l\u0131 olan modellerdir.<\/li>\n\n\n\n<li><strong>PaLM ve Gemini (Google):<\/strong>&nbsp;Google&#8217;\u0131n geli\u015ftirdi\u011fi b\u00fcy\u00fck ve \u00e7ok y\u00f6nl\u00fc modellerdir.<\/li>\n\n\n\n<li><strong>Llama Serisi (Meta):<\/strong>&nbsp;Meta taraf\u0131ndan geli\u015ftirilen ve \u00f6zellikle ara\u015ft\u0131rma toplulu\u011funa a\u00e7\u0131k kaynak olarak sunulan modellerdir.<\/li>\n\n\n\n<li><strong>Claude (Anthropic):<\/strong>&nbsp;G\u00fcvenlik ve etik konular\u0131na odaklanan bir LLM&#8217;dir.<\/li>\n\n\n\n<li><strong>Cohere Modelleri:<\/strong>&nbsp;Kurumsal kullan\u0131ma y\u00f6nelik LLM&#8217;ler sunar.<\/li>\n\n\n\n<li><strong>Falcon Modelleri:<\/strong>&nbsp;A\u00e7\u0131k kaynak olarak sunulan g\u00fc\u00e7l\u00fc modellerdir.<\/li>\n\n\n\n<li><strong>Granite Serisi (IBM):<\/strong>&nbsp;IBM&#8217;in kurumsal \u00e7\u00f6z\u00fcmler i\u00e7in geli\u015ftirdi\u011fi modellerdir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7<\/h2>\n\n\n\n<p>B\u00fcy\u00fck Dil Modelleri, yapay zekan\u0131n dil anlama ve \u00fcretme yeteneklerinde devrim yaratm\u0131\u015ft\u0131r. Transformer mimarisi ve \u00f6z-denetimli \u00f6\u011frenme gibi teknikler sayesinde, bu modeller metin tabanl\u0131 g\u00f6revlerde insan benzeri performanslar sergileyebilmektedir. Metin \u00fcretmeden kod yazmaya kadar geni\u015f bir uygulama yelpazesine sahip olan LLM&#8217;ler, teknoloji d\u00fcnyas\u0131n\u0131 ve g\u00fcnl\u00fck hayat\u0131m\u0131z\u0131 d\u00f6n\u00fc\u015ft\u00fcrmeye devam edecektir. Bu serinin sonraki yaz\u0131lar\u0131nda, bu g\u00fc\u00e7l\u00fc modelleri kendi bilgisayar\u0131m\u0131zda nas\u0131l \u00e7al\u0131\u015ft\u0131rabilece\u011fimizi ve Python kullanarak \u00f6zel g\u00f6revler i\u00e7in nas\u0131l ince ayar yapabilece\u011fimizi ke\u015ffedece\u011fiz.<\/p>\n\n\n\n<p><strong>Referanslar:<\/strong><\/p>\n\n\n\n<ul>\n<li>AWS: What is LLM? &#8211; Large Language Models Explained &#8211;&nbsp;<a href=\"https:\/\/aws.amazon.com\/what-is\/large-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/aws.amazon.com\/what-is\/large-language-model\/<\/a><\/li>\n\n\n\n<li>TechTarget: What are Large Language Models (LLMs) ? &#8211;&nbsp;<a href=\"https:\/\/www.techtarget.com\/whatis\/definition\/large-language-model-LLM\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.techtarget.com\/whatis\/definition\/large-language-model-LLM<\/a><\/li>\n\n\n\n<li>IBM: What Are Large Language Models (LLMs) ? &#8211;&nbsp;<a href=\"https:\/\/www.ibm.com\/think\/topics\/large-language-models\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ibm.com\/think\/topics\/large-language-models<\/a><\/li>\n\n\n\n<li>Vaswani, A., et al. (2017) . Attention Is All You Need.&nbsp;<a href=\"https:\/\/arxiv.org\/abs\/1706.03762\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/1706.03762<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>B\u00fcy\u00fck Dil Modelleri, \u00f6\u011frendikleri dil bilgisi ve d\u00fcnya bilgisi sayesinde \u00e7ok \u00e7e\u015fitli g\u00f6revlerde etkileyici performanslar sergileyebilirler. Ba\u015fl\u0131ca yetenekleri ve uygulama alanlar\u0131 \u015funlard\u0131r: \u00d6rnek B\u00fcy\u00fck Dil Modelleri G\u00fcn\u00fcm\u00fczde bir\u00e7ok [&hellip;]<\/p>\n","protected":false},"author":520,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[413],"tags":[],"_links":{"self":[{"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/posts\/4763"}],"collection":[{"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/users\/520"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/comments?post=4763"}],"version-history":[{"count":3,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/posts\/4763\/revisions"}],"predecessor-version":[{"id":4766,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/posts\/4763\/revisions\/4766"}],"wp:attachment":[{"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/media?parent=4763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/categories?post=4763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yazilimmutfagi.com\/index.php\/wp-json\/wp\/v2\/tags?post=4763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}