{"id":198608,"date":"2023-04-25T15:00:00","date_gmt":"2023-04-25T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=198608"},"modified":"2023-04-25T15:46:54","modified_gmt":"2023-04-25T15:46:54","slug":"weights-biases-devoile-une-nouvelle-suite-doutils-pour-les-prompts-engineer","status":"publish","type":"post","link":"https:\/\/datascientest.com\/weights-biases-devoile-une-nouvelle-suite-doutils-pour-les-prompts-engineer","title":{"rendered":"Weights &#038; Biases d\u00e9voile une nouvelle suite d\u2019outils pour les Prompts Engineer"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"198608\" class=\"elementor elementor-198608\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7db9dd1 e-flex e-con-boxed e-con\" data-id=\"7db9dd1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d53647e elementor-widget elementor-widget-heading\" data-id=\"d53647e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">La nouvelle \u00e8re de l\u2019intelligence artificielle a vu na\u00eetre des outils r\u00e9volutionnaires comme ChatGPT, Mid Journey et autres. D\u00e9sormais, ces outils sont devenus le centre d\u2019investissements et de cr\u00e9ation massifs qui am\u00e8nent eux aussi des changements. Pour r\u00e9pondre aux nouveaux besoins des utilisateurs, Weights & Biases d\u00e9veloppe une nouvelle cat\u00e9gorie d\u2019outils pour simplifier l\u2019utilisation des IA g\u00e9n\u00e9ratives.<\/h2>\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-b9fb859 e-flex e-con-boxed e-con\" data-id=\"b9fb859\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcbc0b8 elementor-widget elementor-widget-heading\" data-id=\"dcbc0b8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">En quoi consistent ces outils ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d023a6 elementor-widget elementor-widget-text-editor\" data-id=\"8d023a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><a href=\"https:\/\/wandb.ai\/site\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Weight &amp; Biases<\/span><\/a><span style=\"font-weight: 400;\"> a annonc\u00e9 cette semaine une mise \u00e0 jour sur <\/span><a href=\"https:\/\/datascientest.com\/mlops-le-devops-applique-aux-projets-de-machine-learning\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">leur plateforme de d\u00e9veloppement MLOps<\/span><\/a><span style=\"font-weight: 400;\">, pour permettre <\/span><b>les LLMOps<\/b><span style=\"font-weight: 400;\">. La startup franciscaine a remarqu\u00e9 que les organisations qui utilisent le LLM ne cr\u00e9ent rien de nouveau, mais s\u2019affairent \u00e0 <\/span><b>des affinages<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>des utilisations d\u2019invites<\/b><span style=\"font-weight: 400;\"> d\u00e9j\u00e0 existants.<\/span><\/p><p><span style=\"font-weight: 400;\">En ce sens, la nouvelle fonction de la plateforme offre des capacit\u00e9s qui <\/span><b>facilitent la construction<\/b><span style=\"font-weight: 400;\"> d\u2019applications bas\u00e9es sur les LLM, avec <\/span><b>des invites pr\u00e9construites<\/b><span style=\"font-weight: 400;\"> pour un r\u00e9sultat optimis\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">La cr\u00e9ation des outils de W&amp;B provient de <\/span><b>la d\u00e9pendance croissante des entreprises<\/b><span style=\"font-weight: 400;\"> aux fournisseurs de LLM comme <\/span><b>OpenAI<\/b><span style=\"font-weight: 400;\">. Les organisations, incapables de cr\u00e9er des mod\u00e8les uniques, pr\u00e9f\u00e8rent <\/span><b>s\u2019abonner et payer le prix d\u2019entretien<\/b><span style=\"font-weight: 400;\"> des API des soci\u00e9t\u00e9s sp\u00e9cialis\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f814cfc elementor-widget elementor-widget-image\" data-id=\"f814cfc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"711\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-1024x910.jpg\" class=\"attachment-large size-large wp-image-198610\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-1024x910.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-300x267.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-768x683.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-1536x1365.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/13210-2048x1820.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-4d8818d e-flex e-con-boxed e-con\" data-id=\"4d8818d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5413b78 elementor-widget elementor-widget-heading\" data-id=\"5413b78\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quels changements apportent ces outils ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98f02d0 elementor-widget elementor-widget-text-editor\" data-id=\"98f02d0\" data-element_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<p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 l\u2019\u00e9mergence du march\u00e9, les mod\u00e8les d\u2019intelligences artificielles se sont <\/span><b>simplifi\u00e9s<\/b><span style=\"font-weight: 400;\">. Aujourd\u2019hui, <\/span><b>n\u2019importe qui <\/b><span style=\"font-weight: 400;\">peut utiliser ou d\u00e9velopper sa propre IA <\/span><a href=\"https:\/\/datascientest.com\/formation-machine-learning-engineer\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">en suivant une bonne formation<\/span><\/a><span style=\"font-weight: 400;\">. C\u2019est pourquoi les nouveaux outils de W&amp;B s\u2019int\u00e8grent dans cette vision de simplicit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Dans <\/span><b>une s\u00e9rie de d\u00e9monstration<\/b><span style=\"font-weight: 400;\">, les journalistes de <\/span><a href=\"https:\/\/venturebeat.com\/ai\/weights-and-biases-debuts-llmops-tools-to-support-prompt-engineers\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Venturebeat<\/span><\/a><span style=\"font-weight: 400;\"> ont pu observer une partie des outils nouvellement disponibles. Le premier outil permet de <\/span><b>d\u00e9boguer les erreurs potentielles d\u2019une invite<\/b><span style=\"font-weight: 400;\"> dans une cha\u00eene de prompts. Le deuxi\u00e8me outil <\/span><a href=\"https:\/\/datascientest.com\/quest-ce-quun-framework\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">agit comme un framework<\/span><\/a><span style=\"font-weight: 400;\"> s\u2019appelle <\/span><b>LangChain<\/b><span style=\"font-weight: 400;\">. Cet outil de soutien permet <\/span><b>d\u2019\u00e9valuer l\u2019efficacit\u00e9 des invites<\/b><span style=\"font-weight: 400;\"> pour des LLM bas\u00e9s sur OpenAI.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb46f64 elementor-widget elementor-widget-image\" data-id=\"eb46f64\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"566\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920-1024x724.jpg\" class=\"attachment-large size-large wp-image-198611\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920-1024x724.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920-300x212.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920-768x543.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920-1536x1086.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/chat-7767693_1920.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3817c16 elementor-widget elementor-widget-text-editor\" data-id=\"3817c16\" data-element_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<p><span style=\"font-weight: 400;\">\u00c0 mesure que les intelligences artificielles se d\u00e9veloppent, <\/span><b>les difficult\u00e9s de cr\u00e9ation et d&rsquo;utilisation s&rsquo;amenuisent<\/b><span style=\"font-weight: 400;\">. C\u2019est dans cette continuit\u00e9 que des outils comme ceux de W&amp;B voient le jour. On retrouve aussi dans ce genre d\u2019outil, <\/span><a href=\"https:\/\/datascientest.com\/autogpt-decouvrez-le-nouvel-outil-qui-rend-chatgpt-autonome\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AutoGPT, un service capable de rendre ChatGPT autonome<\/span><\/a><span style=\"font-weight: 400;\">. C\u2019est pourquoi <\/span><span style=\"font-weight: 400;\">s<\/span><span style=\"font-weight: 400;\">i cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : wandb.ai<\/span><\/i><\/p>\t\t\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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La nouvelle \u00e8re de l\u2019intelligence artificielle a vu na\u00eetre des outils r\u00e9volutionnaires comme ChatGPT, Mid Journey et autres. D\u00e9sormais, ces outils sont devenus le centre d\u2019investissements et de cr\u00e9ation massifs qui am\u00e8nent eux aussi des changements. Pour r\u00e9pondre aux nouveaux besoins des utilisateurs, Weights &amp; Biases d\u00e9veloppe une nouvelle cat\u00e9gorie d\u2019outils pour simplifier l\u2019utilisation des [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":198609,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Weights &amp; Biases d\u00e9voile une nouvelle suite d\u2019outils pour les Prompts Engineer<\/title>\n<meta name=\"description\" content=\"Pour r\u00e9pondre aux nouveaux besoins des Prompts Engineer, Weights &amp; Biases d\u00e9veloppe une nouvelle cat\u00e9gorie d\u2019outils\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/weights-biases-devoile-une-nouvelle-suite-doutils-pour-les-prompts-engineer\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Weights &amp; Biases d\u00e9voile une nouvelle suite d\u2019outils pour les Prompts Engineer\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/weights-biases-devoile-une-nouvelle-suite-doutils-pour-les-prompts-engineer\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-25T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-25T15:46:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/04\/thisisengineering-raeng-1oYSrlQrpY4-unsplash.jpg\" \/>\n\t<meta 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