{"id":58723,"date":"2025-03-21T17:38:58","date_gmt":"2025-03-21T17:38:58","guid":{"rendered":"https:\/\/dmi5324.dotlogicstest.com\/uslugi-danych-ai\/analiza-porownawcza-i-ocena-modelu\/"},"modified":"2025-07-30T19:25:41","modified_gmt":"2025-07-30T19:25:41","slug":"analiza-porownawcza-i-ocena-modelu","status":"publish","type":"page","link":"https:\/\/dmi5324.dotlogicstest.com\/pl\/uslugi-danych-ai\/analiza-porownawcza-i-ocena-modelu\/","title":{"rendered":"Analiza por\u00f3wnawcza i ocena modelu"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"58723\" class=\"elementor elementor-58723 elementor-1298\" data-elementor-post-type=\"page\">\n\t\t\t\t<section class=\"elementor-element elementor-element-849cc02 dark service-hero e-flex e-con-boxed e-con e-parent\" data-id=\"849cc02\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-18dee2c e-flex e-con-boxed e-con e-child\" data-id=\"18dee2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f80e771 elementor-widget elementor-widget-breadcrumbs\" data-id=\"3f80e771\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-781c1b22 e-flex e-con-boxed e-con e-child\" data-id=\"781c1b22\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-46c21c62 e-con-full e-flex e-con e-child\" data-id=\"46c21c62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca33e24 text-gradient elementor-widget elementor-widget-heading\" data-id=\"4ca33e24\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:120,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Precyzyjna ocena twoich modeli<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c8c30e8 e-con-full e-flex e-con e-child\" data-id=\"4c8c30e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-489fbab6 elementor-widget elementor-widget-text-editor\" data-id=\"489fbab6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Uzyskaj najlepsz\u0105 wydajno\u015b\u0107 swojej sztucznej inteligencji i du\u017cych modeli j\u0119zykowych (LLM) dzi\u0119ki ustrukturyzowanym us\u0142ugom analizy por\u00f3wnawczej DATAmundi. Nasze zbiory danych i struktury oceny obiektywnie mierz\u0105 dok\u0142adno\u015b\u0107, niezawodno\u015b\u0107 i solidno\u015b\u0107 twojego modelu pod k\u0105tem wielu kryteri\u00f3w, j\u0119zyk\u00f3w i domen<\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-612dd3ce full-height full-height--max overlay overlay--purple e-con-full e-flex e-con e-child\" data-id=\"612dd3ce\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-52c9b2db e-con-full e-flex e-con e-child\" data-id=\"52c9b2db\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t<section class=\"elementor-element elementor-element-2e1bd4d6 dark  e-flex e-con-boxed e-con e-parent\" data-id=\"2e1bd4d6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6c865bd8 e-con-full e-flex e-con e-child\" data-id=\"6c865bd8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50d7e2b8 elementor-widget elementor-widget-heading\" data-id=\"50d7e2b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jak pomagamy ulepsza\u0107 sztuczn\u0105 inteligencj\u0119<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3b2077 e-con-full e-flex e-con e-child\" data-id=\"b3b2077\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e766c17 heading-line--right elementor-widget elementor-widget-heading\" data-id=\"6e766c17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Co wspieraj\u0105 nasze us\u0142ugi:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50fd8b23 e-con-full e-flex e-con e-child\" data-id=\"50fd8b23\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1824fb69 e-con-full e-grid e-con e-child\" data-id=\"1824fb69\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3399361b elementor-widget elementor-widget-heading\" data-id=\"3399361b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Tworzenie zbioru danych wzorcowych<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20c5e5bb elementor-widget elementor-widget-text-editor\" data-id=\"20c5e5bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Por\u00f3wnanie wielu system\u00f3w sztucznej inteligencji z tym samym zestawem danych wysokiej jako\u015bci.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7adfe5a e-con-full e-grid e-con e-child\" data-id=\"7adfe5a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f136b2c elementor-widget elementor-widget-heading\" data-id=\"f136b2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Odblokowanie kluczowych wska\u017anik\u00f3w<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7024e3f elementor-widget elementor-widget-text-editor\" data-id=\"7024e3f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Generowanie szczeg\u00f3\u0142owych wska\u017anik\u00f3w wydajno\u015bci, w tym dok\u0142adno\u015bci, precyzji, przywo\u0142ania, F1, NDCG i ranking\u00f3w preferencji cz\u0142owieka.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-579d092 e-con-full e-grid e-con e-child\" data-id=\"579d092\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd5bf5e elementor-widget elementor-widget-heading\" data-id=\"cd5bf5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Pomiar jako\u015bci j\u0119zykowej<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f683b elementor-widget elementor-widget-text-editor\" data-id=\"43f683b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Ocena jako\u015bci t\u0142umacze\u0144 lub wygenerowanych tre\u015bci za pomoc\u0105 szczeg\u00f3\u0142owej punktacji i wielowymiarowej analizy.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb52d16 e-con-full e-grid e-con e-child\" data-id=\"bb52d16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52bd2c8 elementor-widget elementor-widget-heading\" data-id=\"52bd2c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Dostarczanie praktycznych informacji<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e88f16 elementor-widget elementor-widget-text-editor\" data-id=\"5e88f16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Dostarczanie wynik\u00f3w i analiz, kt\u00f3re nap\u0119dzaj\u0105 ci\u0105g\u0142e doskonalenie modelu.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-675d860b e-con-full e-grid e-con e-child\" data-id=\"675d860b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a32dd4e elementor-widget elementor-widget-heading\" data-id=\"7a32dd4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Por\u00f3wnanie wynik\u00f3w LLM<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7097f6d4 elementor-widget elementor-widget-text-editor\" data-id=\"7097f6d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Analiza wynik\u00f3w z wielu LLM i system\u00f3w AI.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7cfe214f e-con-full e-grid e-con e-child\" data-id=\"7cfe214f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53972762 elementor-widget elementor-widget-heading\" data-id=\"53972762\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Wykorzystanie ludzi do przegl\u0105du wynik\u00f3w<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-587d0641 elementor-widget elementor-widget-text-editor\" data-id=\"587d0641\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Sprawdzenie poprawno\u015bci, trafno\u015bci i dopasowania wynik\u00f3w AI.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t<section class=\"elementor-element elementor-element-75aa543d dark e-flex e-con-boxed e-con e-parent\" data-id=\"75aa543d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7bea175f e-con-full e-flex e-con e-child\" data-id=\"7bea175f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-28acf196 e-con-full e-flex e-con e-child\" data-id=\"28acf196\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc35cc0 elementor-widget__width-inherit text-gradient elementor-widget elementor-widget-heading\" data-id=\"1bc35cc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cykl \u017cycia danych AI oraz nasze us\u0142ugi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55f66b08 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"55f66b08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Zajmujemy si\u0119 ka\u017cdym etapem przygotowania danych dla AI i oferujemy spersonalizowane us\u0142ugi w zakresie zbierania, adnotowania i czyszczenia danych na potrzeby projekt\u00f3w AI i uczenia maszynowego oraz zarz\u0105dzania nimi.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63904b91 e-con-full e-flex e-con e-child\" data-id=\"63904b91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25936467 heading-line--center elementor-widget elementor-widget-heading\" data-id=\"25936467\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pomagamy klientom przyspieszy\u0107 rozw\u00f3j sztucznej inteligencji dzi\u0119ki naszym wyspecjalizowanym us\u0142ugom:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bff74ba e-n-menu-none pages-list e-full_width e-n-menu-layout-horizontal elementor-widget elementor-widget-n-menu\" data-id=\"5bff74ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;menu_items&quot;:[{&quot;item_title&quot;:&quot;Gromadzenie i ulepszanie danych&quot;,&quot;_id&quot;:&quot;aeee5a7&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#collection-enhancement&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;__dynamic__&quot;:{&quot;item_link&quot;:null},&quot;index&quot;:0,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;item_title&quot;:&quot;Adnotacja i etykietowanie danych&quot;,&quot;_id&quot;:&quot;dbf0e62&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#annotation-labeling&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;index&quot;:1,&quot;__dynamic__&quot;:null,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;item_title&quot;:&quot;Ocena danych&quot;,&quot;_id&quot;:&quot;6f18c23&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#processing-cleaning&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;index&quot;:2,&quot;__dynamic__&quot;:null,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;_id&quot;:&quot;0b15c38&quot;,&quot;item_title&quot;:&quot;Zarz\\u0105dzanie 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