{"id":3220,"date":"2025-10-27T06:58:11","date_gmt":"2025-10-27T06:58:11","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=3220"},"modified":"2025-12-08T17:28:38","modified_gmt":"2025-12-08T17:28:38","slug":"lora-egi%cc%87ti%cc%87mi%cc%87-fi%cc%87lemaker-2025-bueyuek-di%cc%87l-modelleri%cc%87ni%cc%87n-i%cc%87nce-ayarlarini-nasil-kolaylastiriyor","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2025\/10\/lora-egi%cc%87ti%cc%87mi%cc%87-fi%cc%87lemaker-2025-bueyuek-di%cc%87l-modelleri%cc%87ni%cc%87n-i%cc%87nce-ayarlarini-nasil-kolaylastiriyor\/","title":{"rendered":"LoRA e\u011fitimi: FileMaker 2025 b\u00fcy\u00fck dil modellerinin ince ayar\u0131n\u0131 nas\u0131l basitle\u015ftiriyor?"},"content":{"rendered":"<p>Yapay zeka d\u00fcnyas\u0131 hareket halinde. Neredeyse her hafta yeni modeller, yeni y\u00f6ntemler ve hepsinden \u00f6nemlisi yeni olanaklar ortaya \u00e7\u0131k\u0131yor - ancak bir ger\u00e7ek de\u011fi\u015fmiyor: her teknik yenilik otomatik olarak daha iyi bir g\u00fcnl\u00fck ya\u015fama yol a\u00e7m\u0131yor. Bir\u00e7ok \u015fey deneysel, karma\u015f\u0131k ya da \u00fcretken kullan\u0131m i\u00e7in \u00e7ok maliyetli olmaya devam ediyor. Bu durum \u00f6zellikle b\u00fcy\u00fck dil modellerinin ince ayar\u0131 olarak adland\u0131r\u0131lan ve \u00fcretken yapay zekay\u0131 kendi i\u00e7eri\u011fine, terimlerine ve tonlamalar\u0131na g\u00f6re uzmanla\u015ft\u0131rma y\u00f6ntemi olan \u00e7al\u0131\u015fmalarda a\u00e7\u0131k\u00e7a g\u00f6r\u00fclmektedir.<\/p>\n<p>Son birka\u00e7 ay boyunca bu s\u00fcrece yo\u011fun bir \u015fekilde e\u015flik ettim - \u00f6nce klasik bi\u00e7imde, Python, terminal, hata mesajlar\u0131 ve sinir bozucu kurulum d\u00f6ng\u00fcleri ile. Ve sonra: FileMaker 2025 ile, beni \u015fa\u015f\u0131rtan bir ad\u0131m - \u00e7\u00fcnk\u00fc y\u00fcksek sesle de\u011fil, netti. Ve \u00e7\u00fcnk\u00fc ba\u015fka bir yol oldu\u011funu g\u00f6sterdi.<!--more--><\/p>\n<p>Detayl\u0131 bir \u015fekilde <a href=\"https:\/\/gofilemaker.de\/tr\/2025\/10\/termi\u0307nalden-komut-dosyasina-fi\u0307lemaker-2025-lora-i\u0307nce-ayarlarini-guenluek-kullanima-uygun-hale-geti\u0307ri\u0307yor\/\" target=\"_blank\" rel=\"noopener\"><strong>gofilemaker.de hakk\u0131nda uzman makaleleri<\/strong><\/a> Tam olarak bu de\u011fi\u015fikli\u011fi belgeledim: a\u00e7\u0131k, esnek ancak istikrars\u0131z PEFT-LoRA e\u011fitiminden (\u00f6rne\u011fin Axolotl, LLaMA-Factory veya kohya_ss ile) Claris'in entegre \u00e7\u00f6z\u00fcm\u00fcne ge\u00e7i\u015f - komut dosyas\u0131 arac\u0131l\u0131\u011f\u0131yla, yerel olarak, izlenebilir.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-64 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-small-grid-column: 33.33%;--dpt-large-grid-column: 33.3333333333%;--dpt-h-gutter: 10px;--dpt-v-gutter: 10px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-64 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Yapay zeka \u00fczerine g\u00fcncel konular<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-64\" class=\"dpt-wrapper dpt-grid1 multi-col dpt-mason-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ki als sparringspartner nutzen: wie denken im dialog produktiver wird\" data-id=\"4121\"  data-category=\"b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenlogik denkmodelle k\u00fcnstliche intelligenz lernen llm ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Bir tasarruf orta\u011f\u0131 olarak yapay zeka\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 67%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" rel=\"bookmark\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"k\u00fcnstliche intelligenz: welche jobs in gefahr sind, und wie wir uns jetzt wappnen k\u00f6nnen\" data-id=\"2940\"  data-category=\"allgemein b\u00fccher gesellschaft ki-systeme\" data-post_tag=\"buch k\u00fcnstliche intelligenz llama llm mistral mlx ollama ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zeka: hangi i\u015fler risk alt\u0131nda ve \u015fimdi kendimizi nas\u0131l silahland\u0131rabiliriz<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Gelecekte hangi i\u015fler yapay zeka taraf\u0131ndan ortadan kald\u0131r\u0131lacak?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 67%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\" rel=\"bookmark\">Yapay zeka: hangi i\u015fler risk alt\u0131nda ve \u015fimdi kendimizi nas\u0131l silahland\u0131rabiliriz<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wenn der mac zuh\u00f6rt: was apples integrierte ki mit gemini und siri k\u00fcnftig f\u00fcr nutzer bedeutet\" data-id=\"4813\"  data-category=\"apple iphone &amp; ipad apple macos ki-systeme\" data-post_tag=\"apple datenlogik datenschutz k\u00fcnstliche intelligenz llm mac prozesse sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/mac-applein-gemini-ve-siri-i%cc%87le-entegre-kini%cc%87n-gelecekte-kullanicilar-i%cc%87ci%cc%87n-ne-anlama-gelecegi%cc%87ni%cc%87-di%cc%87nlerse\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Mac dinledi\u011finde: Apple'nin Gemini ve Siri ile entegre yapay zekas\u0131 gelecekte kullan\u0131c\u0131lar i\u00e7in ne anlama gelecek?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Apple, Siri ve Gemini\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 67%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/mac-applein-gemini-ve-siri-i%cc%87le-entegre-kini%cc%87n-gelecekte-kullanicilar-i%cc%87ci%cc%87n-ne-anlama-gelecegi%cc%87ni%cc%87-di%cc%87nlerse\/\" rel=\"bookmark\">Mac dinledi\u011finde: Apple'nin Gemini ve Siri ile entegre yapay zekas\u0131 gelecekte kullan\u0131c\u0131lar i\u00e7in ne anlama gelecek?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>LoRA nedir ve neden bu kadar \u00f6nemlidir?<\/h2>\n<p>LoRA, D\u00fc\u015f\u00fck S\u0131ral\u0131 Adaptasyon anlam\u0131na gelir. Kula\u011fa teknik gelen bu terimin arkas\u0131nda basit ama g\u00fc\u00e7l\u00fc bir ilke yatmaktad\u0131r: t\u00fcm bir yapay zeka modelini yeniden e\u011fitmek yerine, hedeflenen bir \u015fekilde yerle\u015ftirilen ve e\u011fitilen adapt\u00f6r a\u011f\u0131rl\u0131klar\u0131 kullan\u0131larak yaln\u0131zca \u00e7ok \u00f6zel par\u00e7alar uyarlan\u0131r. Son y\u0131llarda, bu y\u00f6ntem alana \u00f6zg\u00fc ince ayar i\u00e7in alt\u0131n standart olarak kendini kan\u0131tlam\u0131\u015ft\u0131r - \u00e7\u00fcnk\u00fc \u00e7ok az hesaplama g\u00fcc\u00fc gerektirir ve yine de m\u00fckemmel sonu\u00e7lar verir.<\/p>\n<p>Klasik yakla\u015f\u0131m bir ara\u00e7 cephaneli\u011fi gerektirir:<\/p>\n<ul>\n<li>i\u015fleyen bir Python ortam\u0131,<\/li>\n<li>uygun CUDA ve PyTorch s\u00fcr\u00fcmleri,<\/li>\n<li>Axolotl veya kohya_ss gibi bir e\u011fitim motoru,<\/li>\n<li>GPU kaynaklar\u0131 her \u015feyi halletmek i\u00e7in,<\/li>\n<li>Ve sonuncusu ama en \u00f6nemlisi: Sab\u0131r. \u00c7ok sab\u0131r.<\/li>\n<\/ul>\n<p>YAML dosyalar\u0131, tokenizer \u00e7ak\u0131\u015fmalar\u0131 ve format d\u00f6n\u00fc\u015f\u00fcmleri (safetens\u00f6rlerden GGUF'a ve MLX'e ve geri) aras\u0131nda, kullan\u0131labilir bir sonu\u00e7 elde etmek genellikle g\u00fcnler al\u0131r. \u0130\u015fe yar\u0131yor - ancak bu yan tarafta yap\u0131lacak bir \u015fey de\u011fil.<\/p>\n<h2>Ve sonra FileMaker 2025 geldi.<\/h2>\n<p>AI Model Server'\u0131n ve Fine-Tune Model adl\u0131 yeni bir komut dosyas\u0131 ad\u0131m\u0131n\u0131n kullan\u0131ma sunulmas\u0131yla Claris, bu y\u00f6ntemi hi\u00e7 beklenmeyen bir ortama, ili\u015fkisel bir veritaban\u0131na ta\u015f\u0131yor.<\/p>\n<p>\u0130lk ba\u015fta kula\u011fa al\u0131\u015f\u0131lmad\u0131k gelen \u015fey, yak\u0131ndan incelendi\u011finde \u00e7ok mant\u0131kl\u0131 geliyor. \u00c7\u00fcnk\u00fc iyi bir ince ayar neye ihtiya\u00e7 duyar?<\/p>\n<ul>\n<li>Yap\u0131land\u0131r\u0131lm\u0131\u015f veri,<\/li>\n<li>istikrarl\u0131 bir ortam,<\/li>\n<li>parametreleri temizle,<\/li>\n<li>ve tan\u0131mlanm\u0131\u015f bir uygulama ba\u011flam\u0131.<\/li>\n<\/ul>\n<p>FileMaker t\u00fcm bunlar\u0131 sunuyor - bu nedenle LoRA'n\u0131n bu ortama entegrasyonu yabanc\u0131 bir cisim gibi de\u011fil, mant\u0131ksal bir uzant\u0131 gibi g\u00f6r\u00fcn\u00fcyor.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2891\" src=\"http:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1024x545.png\" alt=\"\" width=\"1024\" height=\"545\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1024x545.png 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-300x160.png 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-768x409.png 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1536x817.png 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-18x10.png 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Terminalsiz e\u011fitim - ama kontrols\u00fcz de\u011fil<\/h3>\n<p>Yaz\u0131mda, FileMaker'deki e\u011fitim s\u00fcrecinin nas\u0131l bir his oldu\u011funu ayr\u0131nt\u0131l\u0131 olarak anlat\u0131yorum:<\/p>\n<ul>\n<li>Do\u011frudan mevcut tablolardan veya JSONL dosyalar\u0131ndan veri giri\u015fi,<\/li>\n<li>\u00d6\u011frenme h\u0131z\u0131 veya katman derinli\u011fi gibi hiperparametreler do\u011frudan kod i\u00e7inde kontrol edilebilir,<\/li>\n<li>Apple-Silicon \u00fczerinde tam yerel \u00e7al\u0131\u015fma - bulut olmadan, y\u00fckleme olmadan,<\/li>\n<li>ve hepsinden \u00f6nemlisi: tekrarlanabilir ve g\u00fcnl\u00fck kullan\u0131ma uygun sonu\u00e7lar.<\/li>\n<\/ul>\n<p>Elbette baz\u0131 s\u0131n\u0131rlamalar var. FileMaker (hen\u00fcz) \u00e7oklu model sunumuna, katman dondurma stratejilerine veya GGUF veya ONNX gibi di\u011fer formatlara aktar\u0131ma izin vermemektedir. Bu bir ara\u015ft\u0131rma arac\u0131 de\u011fil, dil modellerini \u015firkete \u00f6zg\u00fc terimlere, yan\u0131tlara, \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131na veya dahili diyalog yap\u0131lar\u0131na uyarlamak gibi net kullan\u0131m durumlar\u0131 i\u00e7in bir ara\u00e7t\u0131r.<\/p>\n<p>Cazibesi de burada yat\u0131yor: \u00c7al\u0131\u015f\u0131yor. \u0130stikrarl\u0131. Tekrarlanabilir. Ve m\u00fcmk\u00fcn oldu\u011funu d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcmden daha h\u0131zl\u0131.<\/p>\n<hr \/>\n<h3>FileMaker ve yapay zekan\u0131n gelece\u011fine ili\u015fkin g\u00fcncel anket<\/h3>\n<div class='bootstrap-yop yop-poll-mc'>\n\t\t\t\t\t\t\t<div class=\"basic-yop-poll-container\" style=\"background-color:#ffffff; border:0px; border-style:solid; border-color:#000000; border-radius:5px; padding:0px 5px;\" data-id=\"10\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"d5aee1e5ae5df555f60d69c8db55ee97\" data-pid=\"4813\" data-resdet=\"votes-number,percentages\" data-show-results-to=\"guest\" data-show-results-moment=\"after-vote\" data-show-results-only=\"false\" data-show-message=\"true\" data-show-results-as=\"bar\" data-sort-results-by=\"as-defined\" data-sort-results-rule=\"asc\"data-is-ended=\"0\" data-percentages-decimals=\"2\" data-gdpr=\"yes\" data-gdpr-sol=\"nostore\" data-css=\".basic-yop-poll-container[data-uid] .basic-vote {\t\t\t\t\t\t\t\t\ttext-align: center;\t\t\t\t\t\t\t\t}\" data-counter=\"0\" data-load-with=\"1\" data-notification-section=\"top\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"basic-inner\"><div class=\"basic-message hide\" style=\"border-left: 10px solid #008000; padding: 0px 10px;\" data-error=\"#ff0000\" data-success=\"#008000\"><p class=\"basic-message-text\" style=\"color:#000000; font-size:14px; font-weight:normal;\"><\/p><\/div><div class=\"basic-overlay hide\"><div class=\"basic-vote-options\"><\/div><div class=\"basic-preloader\"><div class=\"basic-windows8\"><div class=\"basic-wBall basic-wBall_1\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_2\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_3\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_4\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_5\"><div class=\"basic-wInnerBall\"><\/div><\/div><\/div><\/div><\/div><form class=\"basic-form\" action=\"\"><input type=\"hidden\" name=\"_token\" value=\"519f0903da\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"10\" data-uid=\"430e90ef8579e1b07a651468de940fcb\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"no\" data-min=\"1\" data-max=\"7\" data-display=\"vertical\" data-colnum=\"\" data-display-others=\"no\" data-others-color=\"\" data-others=\"\" data-others-max-chars=\"0\"><div class=\"basic-question-title\"><h5 style=\"color:#000000; font-size:16px; font-weight:normal; text-align:left;\">Claris FileMaker'nin \u00f6n\u00fcm\u00fczdeki y\u0131llarda yapay zeka ile daha yak\u0131ndan ili\u015fkilendirilece\u011fini d\u00fc\u015f\u00fcn\u00fcyor musunuz?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"52\" data-type=\"text\" data-vn=\"5\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[52]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[52]\" name=\"answer[10]\" value=\"52\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Evet, bu her yerde \u00f6nemli bir sorun haline geliyor<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"53\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[53]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[53]\" name=\"answer[10]\" value=\"53\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Evet, \u00f6zellikle LLM'lerin LoRA e\u011fitimi i\u00e7in<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"54\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[54]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[54]\" name=\"answer[10]\" value=\"54\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Belki arka u\u00e7ta, ancak g\u00f6r\u00fcn\u00fcr de\u011fil<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"55\" data-type=\"text\" data-vn=\"1\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[55]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[55]\" name=\"answer[10]\" value=\"55\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Hay\u0131r, FileMaker klasik bir veritaban\u0131 olmaya devam ediyor<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"56\" data-type=\"text\" data-vn=\"3\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[56]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[56]\" name=\"answer[10]\" value=\"56\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Hi\u00e7bir fikrim yok, FileMaker kullanmay\u0131n<\/span><\/label><\/div><\/li><\/ul><\/div><div class=\"clearfix\"><\/div><\/div><div class=\"basic-vote\"><a href=\"#\" class=\"button basic-vote-button\" role=\"button\" style=\"background:#027bb8; border:0px; border-style: solid; border-color:#000000; border-radius:5px; padding:10px 10px; color:#ffffff; font-size:14px; font-weight:normal;\">Oylama<\/a><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"tr\"\/><\/form><\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n<hr \/>\n<h2>Kim daha yak\u0131ndan bakmal\u0131 - ve neden?<\/h2>\n<p>Bu makale sadece yapay zekay\u0131 anlamakla kalmay\u0131p ayn\u0131 zamanda onu kullanmak isteyen herkese y\u00f6neliktir:<\/p>\n<ul>\n<li><strong>Genel M\u00fcd\u00fcr<\/strong>Veri koruma ve verimlili\u011fi uyumla\u015ft\u0131rmak isteyen.<\/li>\n<li><strong>Geli\u015ftirici<\/strong>Her seferinde s\u0131f\u0131rdan ba\u015flamak istemeyenler.<\/li>\n<li><strong>Stratejistler<\/strong>Yapay zekan\u0131n sadece d\u0131\u015far\u0131dan \"sat\u0131n al\u0131namayaca\u011f\u0131n\u0131\", ayn\u0131 zamanda i\u00e7eriden de e\u011fitilebilece\u011fini fark eden.<\/li>\n<\/ul>\n<p>FileMaker 2025'te, dil modellerinin ince ayar\u0131 i\u015f ak\u0131\u015f\u0131n\u0131n bir par\u00e7as\u0131 haline gelecek - yabanc\u0131 bir cisim olarak de\u011fil, ger\u00e7ek bir ara\u00e7 olarak. Bu, yapay zekan\u0131n g\u00fcnl\u00fck kullan\u0131ma uygunlu\u011fu konusunda ne kadar yol kat etti\u011fimizi g\u00f6steren sessiz ama kal\u0131c\u0131 bir de\u011fi\u015fimdir.<\/p>\n<p><strong>Makaleye:<\/strong><br \/>\n<a href=\"https:\/\/gofilemaker.de\/tr\/2025\/10\/termi\u0307nalden-komut-dosyasina-fi\u0307lemaker-2025-lora-i\u0307nce-ayarlarini-guenluek-kullanima-uygun-hale-geti\u0307ri\u0307yor\/\" target=\"_blank\" rel=\"noopener\"><strong>Terminalden komut dosyas\u0131na: FileMaker 2025, LoRA ince ayar\u0131n\u0131 g\u00fcnl\u00fck kullan\u0131ma uygun hale getiriyor<\/strong><\/a><\/p>\n<p>Bir sonraki makalede, bir dil modelinin FileMaker ile pratikte nas\u0131l e\u011fitilebilece\u011fini a\u00e7\u0131klayaca\u011f\u0131m ve ayr\u0131ca ilgili bir \u00f6rnek komut dosyas\u0131 sunaca\u011f\u0131m.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-65 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-65 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Sanat ve k\u00fclt\u00fcr \u00fczerine g\u00fcncel makaleler<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-65\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"apple im wandel: fr\u00fche ger\u00e4te, eigene erfahrungen und eine ausstellung im ocm\" data-id=\"5480\"  data-category=\"allgemein apple iphone &amp; ipad apple macos hardware kunst &amp; kultur stories &amp; humor\" data-post_tag=\"apple erfahrungen filemaker mac prozesse publishing\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/apple-in-transition-early-devices-kendi%cc%87-deneyi%cc%87mleri%cc%87-ve-ocmde-bi%cc%87r-sergi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM'de bir sergi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Apple Macintosh Classic ve Colour Classic\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/apple-in-transition-early-devices-kendi%cc%87-deneyi%cc%87mleri%cc%87-ve-ocmde-bi%cc%87r-sergi%cc%87\/\" rel=\"bookmark\">Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM'de bir sergi<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"reichweite ist kein eigentum \u2013 warum sichtbarkeit heute nicht mehr ausreicht\" data-id=\"3994\"  data-category=\"allgemein featured filemaker &amp; erp gesellschaft kunst &amp; kultur\" data-post_tag=\"datenlogik datenschutz denkmodelle digitales eigentum erp-software\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/erisim-sahiplik-degildir-neden-goeruenuerluek-guenuemuezde-artik-yeterli-degildir\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Eri\u015fim sahiplik de\u011fildir - G\u00fcn\u00fcm\u00fczde g\u00f6r\u00fcn\u00fcrl\u00fck neden art\u0131k yeterli de\u011fil?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Eri\u015fim ve sahiplik\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/reichweite-vs-eigentum.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/reichweite-vs-eigentum.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/reichweite-vs-eigentum-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/reichweite-vs-eigentum-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/reichweite-vs-eigentum-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/erisim-sahiplik-degildir-neden-goeruenuerluek-guenuemuezde-artik-yeterli-degildir\/\" rel=\"bookmark\">Eri\u015fim sahiplik de\u011fildir - G\u00fcn\u00fcm\u00fczde g\u00f6r\u00fcn\u00fcrl\u00fck neden art\u0131k yeterli de\u011fil?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ulrike gu\u00e9rot: eine europ\u00e4erin zwischen idee, universit\u00e4t und \u00f6ffentlichem diskurs\" data-id=\"4039\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit portrait sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Ulrike Gu\u00e9rot ve Avrupa\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" rel=\"bookmark\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"propaganda: geschichte, methoden, moderne formen und wie man sie erkennt\" data-id=\"4229\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle energiepolitik europa geopolitik krisen meinungsfreiheit pers\u00f6nlichkeitsentwicklung sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Propaganda nedir?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" rel=\"bookmark\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\u0131<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>","protected":false},"excerpt":{"rendered":"<p>Yapay zeka d\u00fcnyas\u0131 hareket halinde. Neredeyse her hafta yeni modeller, yeni y\u00f6ntemler ve hepsinden \u00f6nemlisi yeni olanaklar ortaya \u00e7\u0131k\u0131yor - ancak bir ger\u00e7ek de\u011fi\u015fmiyor: her teknik yenilik otomatik olarak daha iyi bir g\u00fcnl\u00fck ya\u015fama yol a\u00e7m\u0131yor. Bir\u00e7ok \u015fey deneysel, karma\u015f\u0131k veya \u00fcretken kullan\u0131m i\u00e7in \u00e7ok maliyetli olmaya devam ediyor. Bu durum \u00f6zellikle belirgin ... <a title=\"Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\u0131\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" aria-label=\"Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve nas\u0131l tan\u0131nacaklar\u0131 hakk\u0131nda devam\u0131n\u0131 oku\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":3222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":164,"footnotes":""},"categories":[3,431],"tags":[440,410,471,433,465,434],"class_list":["post-3220","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-filemaker","category-ki-systeme","tag-datenbanken","tag-filemaker","tag-kuenstliche-intelligenz","tag-llm","tag-mlx","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/comments?post=3220"}],"version-history":[{"count":8,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220\/revisions"}],"predecessor-version":[{"id":3904,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220\/revisions\/3904"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/3222"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=3220"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=3220"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=3220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}