Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/title><br \/>\n<\/head><br \/>\n<body><\/p>\n<p>Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/p>\n<p>Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya’n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU’lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya’n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.<\/p>\n<h2>4 GB GPU’larda FLUX LoRA: Yeni Bir D\u00f6nemin Ba\u015flang\u0131c\u0131<\/h2>\n<p>Daha \u00f6nce, 4 GB VRAM’a sahip GPU’larda FLUX LoRA gibi geli\u015fmi\u015f teknikleri kullanmak neredeyse imkans\u0131zd\u0131. Bellek yetersizli\u011fi nedeniyle, e\u011fitim s\u00fcre\u00e7leri ya ba\u015far\u0131s\u0131z olurdu ya da son derece yava\u015flard\u0131. Kohya, bu soruna etkili bir \u00e7\u00f6z\u00fcm getirdi. Geli\u015ftirdi\u011fi y\u00f6ntemler sayesinde, 4 GB GPU’larda bile FLUX LoRA ile etkili bir \u015fekilde model e\u011fitimi ger\u00e7ekle\u015ftirilebiliyor. Bu durum, daha fazla kullan\u0131c\u0131n\u0131n bu geli\u015fmi\u015f tekniklere eri\u015fmesini sa\u011fl\u0131yor ve makine \u00f6\u011frenmesi alan\u0131n\u0131 demokratikle\u015ftiriyor. Ba\u015fka bir deyi\u015fle, art\u0131k \u00e7ok daha fazla ki\u015fi, daha uygun fiyatl\u0131 donan\u0131mlarla karma\u015f\u0131k projeler ger\u00e7ekle\u015ftirebiliyor.<\/p>\n<p>Bu iyile\u015ftirmeler sayesinde, k\u00fc\u00e7\u00fck \u00f6l\u00e7ekli projelerden b\u00fcy\u00fck \u00f6l\u00e7ekli projelere kadar bir\u00e7ok uygulamada FLUX LoRA kullan\u0131m\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde kolayla\u015ft\u0131. \u00d6rne\u011fin, bir\u00e7ok amat\u00f6r ve profesyonel, ki\u015fisel bilgisayarlar\u0131nda daha geli\u015fmi\u015f ve \u00f6zelle\u015ftirilmi\u015f modeller e\u011fitebiliyorlar. Ayr\u0131ca, bulut kaynaklar\u0131na olan ba\u011f\u0131ml\u0131l\u0131k da azalm\u0131\u015f oluyor.<\/p>\n<h2>6 GB GPU’larda DreamBooth\/\u0130nce Ayarlama: Daha H\u0131zl\u0131 ve Verimli E\u011fitim<\/h2>\n<p>DreamBooth ve ince ayarlama, \u00f6zellikle g\u00f6r\u00fcnt\u00fc olu\u015fturma modelleri i\u00e7in \u00f6nemli tekniklerdir. Bununla birlikte, bu y\u00f6ntemler genellikle \u00e7ok fazla VRAM gerektirir. Kohya’n\u0131n geli\u015ftirmeleri sayesinde, 6 GB GPU’larda bile DreamBooth\/ince ayarlama i\u015flemleri daha h\u0131zl\u0131 ve daha verimli hale geldi. Bu, orta seviye GPU’lara sahip kullan\u0131c\u0131lar i\u00e7in b\u00fcy\u00fck bir avantaj sa\u011fl\u0131yor. Art\u0131k, daha fazla ki\u015fi kendi \u00f6zel g\u00f6r\u00fcnt\u00fc olu\u015fturma modellerini e\u011fitebiliyor.<\/p>\n<p>Bunun sonucunda, hem zaman hem de maliyet tasarrufu sa\u011flanm\u0131\u015f oluyor. Eskiden, bu t\u00fcr i\u015flemler i\u00e7in \u00e7ok daha g\u00fc\u00e7l\u00fc ve pahal\u0131 GPU’lara ihtiya\u00e7 duyuluyordu. Kohya’n\u0131n \u00e7al\u0131\u015fmalar\u0131, bu eri\u015fim bariyerini \u00f6nemli \u00f6l\u00e7\u00fcde d\u00fc\u015f\u00fcrm\u00fc\u015f durumda. Dahas\u0131, bu geli\u015ftirmeler daha geni\u015f bir kullan\u0131c\u0131 kitlesi i\u00e7in ki\u015fiselle\u015ftirilmi\u015f model e\u011fitimini m\u00fcmk\u00fcn k\u0131l\u0131yor.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Kohya’n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar, makine \u00f6\u011frenmesi alan\u0131nda \u00f6nemli bir kilometre ta\u015f\u0131d\u0131r. FLUX LoRA ve DreamBooth\/ince ayarlama gibi geli\u015fmi\u015f tekniklerin daha geni\u015f bir kitleye ula\u015fmas\u0131n\u0131 sa\u011flayarak, bu teknolojilerin daha yayg\u0131n bir \u015fekilde kullan\u0131lmas\u0131na olanak tan\u0131yor. Bu durum, hem amat\u00f6rler hem de profesyoneller i\u00e7in yeni f\u0131rsatlar yaratmaktad\u0131r. \u00d6zetle, s\u0131n\u0131rl\u0131 kaynaklara sahip kullan\u0131c\u0131lar i\u00e7in inan\u0131lmaz bir ilerleme ya\u015fanm\u0131\u015ft\u0131r. Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz. Ayr\u0131ca, konu hakk\u0131nda daha detayl\u0131 bilgi i\u00e7in <a href=\"https:\/\/dev.to\/furkangozukara\/kohya-brought-massive-improvements-to-flux-lora-4-gb-gpus-and-dreambooth-fine-tuning-6-gb-pmb\">buraya<\/a> t\u0131klayabilirsiniz.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/via.placeholder.com\/500x300\" alt=\"Kohya'n\u0131n geli\u015ftirmelerinin g\u00f6rsel temsili\"><\/p>\n<p>#Etiketler: Kohya, FLUX LoRA, DreamBooth, \u0130nce Ayarlama, Makine \u00d6\u011frenmesi, GPU, 4 GB GPU, 6 GB GPU, VRAM, G\u00f6r\u00fcnt\u00fc Olu\u015fturma, Model E\u011fitimi, Yapay Zeka, Derin \u00d6\u011frenme<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler Makine \u00f6\u011frenmesi…","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":[1],"tags":[],"class_list":{"0":"post-4138","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\n<title>Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/title>\n<meta name=\"description\" content=\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\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\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\" \/>\n<meta property=\"og:description\" content=\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-17T15:00:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/via.placeholder.com\/500x300\" \/>\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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\",\"datePublished\":\"2024-11-17T15:00:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"},\"wordCount\":620,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"image\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/via.placeholder.com\/500x300\",\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\",\"name\":\"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/via.placeholder.com\/500x300\",\"datePublished\":\"2024-11-17T15:00:12+00:00\",\"description\":\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\",\"url\":\"https:\/\/via.placeholder.com\/500x300\",\"contentUrl\":\"https:\/\/via.placeholder.com\/500x300\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n","yoast_head_json":{"title":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","og_locale":"tr_TR","og_type":"article","og_title":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","og_description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","og_url":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-11-17T15:00:12+00:00","og_image":[{"url":"https:\/\/via.placeholder.com\/500x300","type":"","width":"","height":""}],"author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","datePublished":"2024-11-17T15:00:12+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"},"wordCount":620,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"image":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"thumbnailUrl":"https:\/\/via.placeholder.com\/500x300","inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","url":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","name":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"image":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"thumbnailUrl":"https:\/\/via.placeholder.com\/500x300","datePublished":"2024-11-17T15:00:12+00:00","description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage","url":"https:\/\/via.placeholder.com\/500x300","contentUrl":"https:\/\/via.placeholder.com\/500x300"},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/4138","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=4138"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/4138\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=4138"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=4138"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=4138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":4138,"date":"2024-11-17T18:00:12","date_gmt":"2024-11-17T15:00:12","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"},"modified":"2024-11-17T18:00:12","modified_gmt":"2024-11-17T15:00:12","slug":"kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","title":{"rendered":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler"},"content":{"rendered":"

\n
\n
\n
\n Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/title><br \/>\n<\/head><br \/>\n<body><\/p>\n<p>Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/p>\n<p>Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya’n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU’lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya’n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.<\/p>\n<h2>4 GB GPU’larda FLUX LoRA: Yeni Bir D\u00f6nemin Ba\u015flang\u0131c\u0131<\/h2>\n<p>Daha \u00f6nce, 4 GB VRAM’a sahip GPU’larda FLUX LoRA gibi geli\u015fmi\u015f teknikleri kullanmak neredeyse imkans\u0131zd\u0131. Bellek yetersizli\u011fi nedeniyle, e\u011fitim s\u00fcre\u00e7leri ya ba\u015far\u0131s\u0131z olurdu ya da son derece yava\u015flard\u0131. Kohya, bu soruna etkili bir \u00e7\u00f6z\u00fcm getirdi. Geli\u015ftirdi\u011fi y\u00f6ntemler sayesinde, 4 GB GPU’larda bile FLUX LoRA ile etkili bir \u015fekilde model e\u011fitimi ger\u00e7ekle\u015ftirilebiliyor. Bu durum, daha fazla kullan\u0131c\u0131n\u0131n bu geli\u015fmi\u015f tekniklere eri\u015fmesini sa\u011fl\u0131yor ve makine \u00f6\u011frenmesi alan\u0131n\u0131 demokratikle\u015ftiriyor. Ba\u015fka bir deyi\u015fle, art\u0131k \u00e7ok daha fazla ki\u015fi, daha uygun fiyatl\u0131 donan\u0131mlarla karma\u015f\u0131k projeler ger\u00e7ekle\u015ftirebiliyor.<\/p>\n<p>Bu iyile\u015ftirmeler sayesinde, k\u00fc\u00e7\u00fck \u00f6l\u00e7ekli projelerden b\u00fcy\u00fck \u00f6l\u00e7ekli projelere kadar bir\u00e7ok uygulamada FLUX LoRA kullan\u0131m\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde kolayla\u015ft\u0131. \u00d6rne\u011fin, bir\u00e7ok amat\u00f6r ve profesyonel, ki\u015fisel bilgisayarlar\u0131nda daha geli\u015fmi\u015f ve \u00f6zelle\u015ftirilmi\u015f modeller e\u011fitebiliyorlar. Ayr\u0131ca, bulut kaynaklar\u0131na olan ba\u011f\u0131ml\u0131l\u0131k da azalm\u0131\u015f oluyor.<\/p>\n<h2>6 GB GPU’larda DreamBooth\/\u0130nce Ayarlama: Daha H\u0131zl\u0131 ve Verimli E\u011fitim<\/h2>\n<p>DreamBooth ve ince ayarlama, \u00f6zellikle g\u00f6r\u00fcnt\u00fc olu\u015fturma modelleri i\u00e7in \u00f6nemli tekniklerdir. Bununla birlikte, bu y\u00f6ntemler genellikle \u00e7ok fazla VRAM gerektirir. Kohya’n\u0131n geli\u015ftirmeleri sayesinde, 6 GB GPU’larda bile DreamBooth\/ince ayarlama i\u015flemleri daha h\u0131zl\u0131 ve daha verimli hale geldi. Bu, orta seviye GPU’lara sahip kullan\u0131c\u0131lar i\u00e7in b\u00fcy\u00fck bir avantaj sa\u011fl\u0131yor. Art\u0131k, daha fazla ki\u015fi kendi \u00f6zel g\u00f6r\u00fcnt\u00fc olu\u015fturma modellerini e\u011fitebiliyor.<\/p>\n<p>Bunun sonucunda, hem zaman hem de maliyet tasarrufu sa\u011flanm\u0131\u015f oluyor. Eskiden, bu t\u00fcr i\u015flemler i\u00e7in \u00e7ok daha g\u00fc\u00e7l\u00fc ve pahal\u0131 GPU’lara ihtiya\u00e7 duyuluyordu. Kohya’n\u0131n \u00e7al\u0131\u015fmalar\u0131, bu eri\u015fim bariyerini \u00f6nemli \u00f6l\u00e7\u00fcde d\u00fc\u015f\u00fcrm\u00fc\u015f durumda. Dahas\u0131, bu geli\u015ftirmeler daha geni\u015f bir kullan\u0131c\u0131 kitlesi i\u00e7in ki\u015fiselle\u015ftirilmi\u015f model e\u011fitimini m\u00fcmk\u00fcn k\u0131l\u0131yor.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Kohya’n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar, makine \u00f6\u011frenmesi alan\u0131nda \u00f6nemli bir kilometre ta\u015f\u0131d\u0131r. FLUX LoRA ve DreamBooth\/ince ayarlama gibi geli\u015fmi\u015f tekniklerin daha geni\u015f bir kitleye ula\u015fmas\u0131n\u0131 sa\u011flayarak, bu teknolojilerin daha yayg\u0131n bir \u015fekilde kullan\u0131lmas\u0131na olanak tan\u0131yor. Bu durum, hem amat\u00f6rler hem de profesyoneller i\u00e7in yeni f\u0131rsatlar yaratmaktad\u0131r. \u00d6zetle, s\u0131n\u0131rl\u0131 kaynaklara sahip kullan\u0131c\u0131lar i\u00e7in inan\u0131lmaz bir ilerleme ya\u015fanm\u0131\u015ft\u0131r. Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz. Ayr\u0131ca, konu hakk\u0131nda daha detayl\u0131 bilgi i\u00e7in <a href=\"https:\/\/dev.to\/furkangozukara\/kohya-brought-massive-improvements-to-flux-lora-4-gb-gpus-and-dreambooth-fine-tuning-6-gb-pmb\">buraya<\/a> t\u0131klayabilirsiniz.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/via.placeholder.com\/500x300\" alt=\"Kohya'n\u0131n geli\u015ftirmelerinin g\u00f6rsel temsili\"><\/p>\n<p>#Etiketler: Kohya, FLUX LoRA, DreamBooth, \u0130nce Ayarlama, Makine \u00d6\u011frenmesi, GPU, 4 GB GPU, 6 GB GPU, VRAM, G\u00f6r\u00fcnt\u00fc Olu\u015fturma, Model E\u011fitimi, Yapay Zeka, Derin \u00d6\u011frenme<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler Makine \u00f6\u011frenmesi…","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":[1],"tags":[],"class_list":{"0":"post-4138","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\n<title>Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler<\/title>\n<meta name=\"description\" content=\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\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\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\" \/>\n<meta property=\"og:description\" content=\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-17T15:00:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/via.placeholder.com\/500x300\" \/>\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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\",\"datePublished\":\"2024-11-17T15:00:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"},\"wordCount\":620,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"image\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/via.placeholder.com\/500x300\",\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\",\"name\":\"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/via.placeholder.com\/500x300\",\"datePublished\":\"2024-11-17T15:00:12+00:00\",\"description\":\"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage\",\"url\":\"https:\/\/via.placeholder.com\/500x300\",\"contentUrl\":\"https:\/\/via.placeholder.com\/500x300\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n","yoast_head_json":{"title":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","og_locale":"tr_TR","og_type":"article","og_title":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","og_description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","og_url":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-11-17T15:00:12+00:00","og_image":[{"url":"https:\/\/via.placeholder.com\/500x300","type":"","width":"","height":""}],"author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","datePublished":"2024-11-17T15:00:12+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"},"wordCount":620,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"image":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"thumbnailUrl":"https:\/\/via.placeholder.com\/500x300","inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","url":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/","name":"Kohya'n\u0131n FLUX LoRA ve DreamBooth'a Getirdi\u011fi Dev \u0130yile\u015ftirmeler","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"image":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage"},"thumbnailUrl":"https:\/\/via.placeholder.com\/500x300","datePublished":"2024-11-17T15:00:12+00:00","description":"Makine \u00f6\u011frenmesi d\u00fcnyas\u0131nda, \u00f6zellikle b\u00fcy\u00fck dil modelleri ve g\u00f6r\u00fcnt\u00fc olu\u015fturma alanlar\u0131nda, kaynak k\u0131s\u0131tlamalar\u0131 her zaman b\u00fcy\u00fck bir engel olmu\u015ftur. Ancak, Kohya'n\u0131n yapt\u0131\u011f\u0131 \u00e7al\u0131\u015fmalar ile bu sorunlarda \u00f6nemli bir k\u0131r\u0131lma ya\u015fand\u0131. \u00d6zellikle s\u0131n\u0131rl\u0131 bellek kapasitesine sahip GPU'lar \u00fczerinde \u00e7al\u0131\u015fanlar i\u00e7in m\u00fcjde niteli\u011finde geli\u015ftirmeler sa\u011flad\u0131. Bu makalede, Kohya'n\u0131n FLUX LoRA ve DreamBooth\/ince ayarlama s\u00fcre\u00e7lerine getirdi\u011fi \u00f6nemli iyile\u015ftirmeleri detayl\u0131 olarak inceleyece\u011fiz.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#primaryimage","url":"https:\/\/via.placeholder.com\/500x300","contentUrl":"https:\/\/via.placeholder.com\/500x300"},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/kohyanin-flux-lora-ve-dreambootha-getirdigi-dev-iyilestirmeler\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Kohya’n\u0131n FLUX LoRA ve DreamBooth’a Getirdi\u011fi Dev \u0130yile\u015ftirmeler"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/4138","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=4138"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/4138\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=4138"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=4138"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=4138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}