{"id":44434,"date":"2026-08-31T10:00:36","date_gmt":"2026-08-31T07:00:36","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/"},"modified":"2026-08-31T10:00:36","modified_gmt":"2026-08-31T07:00:36","slug":"makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/","title":{"rendered":"MakazhanAlpamys\/Soup – D\u00fc\u015f\u00fck Kaynakl\u0131 LLM E\u011fitimi"},"content":{"rendered":"

D\u00fc\u015f\u00fck Kaynakl\u0131 LLM E\u011fitimi<\/h2>\n

\"D\u00fc\u015f\u00fck<\/p>\n

Soup, 8 milyar parametreli b\u00fcy\u00fck dil modellerini (LLM) sadece 4 GB’l\u0131k bir diz\u00fcst\u00fc bilgisayar GPU’sunda ince ayar yapmay\u0131 m\u00fcmk\u00fcn k\u0131lan yenilik\u00e7i bir ara\u00e7t\u0131r. Katman ak\u0131\u015f\u0131 (layer streaming) teknolojisini kullanarak bellek k\u0131s\u0131tlamalar\u0131n\u0131 a\u015far ve bu sayede daha az g\u00fc\u00e7l\u00fc donan\u0131mlarda bile b\u00fcy\u00fck modellerin e\u011fitilmesine olanak tan\u0131r. Tek bir YAML yap\u0131land\u0131rma dosyas\u0131 ile kolayca y\u00f6netilebilen bu proje, LLM geli\u015ftirmeyi daha geni\u015f bir kitle i\u00e7in eri\u015filebilir hale getirerek donan\u0131m engellerini ortadan kald\u0131r\u0131r.<\/p>\n

GitHub:<\/strong> https:\/\/github.com\/MakazhanAlpamys\/Soup<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"Soup, 8 milyar parametreli b\u00fcy\u00fck dil modellerini (LLM) sadece 4 GB’l\u0131k bir diz\u00fcst\u00fc bilgisayar GPU’sunda ince ayar yapmay\u0131 m\u00fcmk\u00fcn k\u0131lan yenilik\u00e7i bir ara\u00e7t\u0131r.","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1816],"tags":[],"class_list":{"0":"post-44434","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-github-repo-radar","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nMakazhanAlpamys\/Soup - D\u00fc\u015f\u00fck Kaynakl\u0131 LLM E\u011fitimi - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/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:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MakazhanAlpamys\/Soup - D\u00fc\u015f\u00fck Kaynakl\u0131 LLM E\u011fitimi\" \/>\n<meta property=\"og:description\" content=\"Soup, 8 milyar parametreli b\u00fcy\u00fck dil modellerini (LLM) sadece 4 GB'l\u0131k bir diz\u00fcst\u00fc bilgisayar GPU'sunda ince ayar yapmay\u0131 m\u00fcmk\u00fcn k\u0131lan yenilik\u00e7i bir ara\u00e7t\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-31T07:00:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/fatihsoysal.com\/data\/images\/MakazhanAlpamys-Soup.png\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"MakazhanAlpamys\/Soup – D\u00fc\u015f\u00fck Kaynakl\u0131 LLM E\u011fitimi\",\"datePublished\":\"2026-08-31T07:00:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\"},\"wordCount\":117,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"image\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/fatihsoysal.com\/data\/images\/MakazhanAlpamys-Soup.png\",\"articleSection\":[\"Github Repo Radar\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/#respond\"]}],\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/makazhanalpamys-soup-dusuk-kaynakli-llm-egitimi\/\",\"name\":\"MakazhanAlpamys\/Soup - 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