En intelligence artificielle et plus particuli\u00e8rement dans le domaine du prompt engineering, la cha\u00eene de pens\u00e9e est une technique essentielle. Qu\u2019est-ce que Cha\u00eene de Pens\u00e9e ? C’est une m\u00e9thode qui permet d’am\u00e9liorer les performances des mod\u00e8les de langage en les incitant \u00e0 expliciter leur raisonnement.<\/p>\n
La cha\u00eene de pens\u00e9e guide les mod\u00e8les de langage pour qu’ils d\u00e9composent des probl\u00e8mes complexes en \u00e9tapes logiques, comme le ferait un humain. Au lieu de fournir directement une r\u00e9ponse, le mod\u00e8le est encourag\u00e9 \u00e0 verbaliser son processus de r\u00e9flexion, \u00e9tape par \u00e9tape, avant de conclure. Imaginez que vous demandiez \u00e0 quelqu’un de calculer 12 x 13. Au lieu de r\u00e9pondre directement 156, la personne utilisant une cha\u00eene de pens\u00e9e dirait : \u00ab\u00a012 x 10 = 120, 12 x 3 = 36, 120 + 36 = 156. Donc, 12 x 13 = 156\u00a0\u00bb. C’est ce m\u00eame principe qui est appliqu\u00e9 aux mod\u00e8les de langage.<\/p>\n
Cette technique est cruciale car elle permet d’obtenir des r\u00e9ponses plus pr\u00e9cises et plus fiables, notamment pour les t\u00e2ches qui requi\u00e8rent un raisonnement logique comme la r\u00e9solution de probl\u00e8mes math\u00e9matiques, le raisonnement de sens commun ou la r\u00e9ponse \u00e0 des questions complexes. En explicitant les \u00e9tapes de raisonnement, les chances d’erreurs diminuent et la transparence du processus est accrue. Par exemple, en demandant \u00e0 un mod\u00e8le de langage \u00ab\u00a0Si tous les chats sont des mammif\u00e8res et que tous les mammif\u00e8res sont des animaux, est-ce que tous les chats sont des animaux ?\u00a0\u00bb et en utilisant une cha\u00eene de pens\u00e9e, le mod\u00e8le pourrait r\u00e9pondre : \u00ab\u00a0Tous les chats sont des mammif\u00e8res. Tous les mammif\u00e8res sont des animaux. Donc, tous les chats sont des animaux.\u00a0\u00bb<\/p>\n
En intelligence artificielle et plus particuli\u00e8rement dans le domaine du prompt engineering, la cha\u00eene de pens\u00e9e est une technique essentielle. Qu\u2019est-ce que Cha\u00eene de Pens\u00e9e ? C’est une m\u00e9thode qui permet d’am\u00e9liorer les performances des mod\u00e8les de langage en les incitant \u00e0 expliciter leur raisonnement. Comment fonctionne Cha\u00eene de Pens\u00e9e ? La cha\u00eene de pens\u00e9e […]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[17],"tags":[44,672,12,673],"class_list":["post-1190","post","type-post","status-publish","format-standard","hentry","category-c","tag-apprentissage-automatique","tag-chaine-de-pensee","tag-prompt-engineering","tag-raisonnement-logique"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"","author_link":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"En intelligence artificielle et plus particuli\u00e8rement dans le domaine du prompt engineering, la cha\u00eene de pens\u00e9e est une technique essentielle. Qu\u2019est-ce que Cha\u00eene de Pens\u00e9e ? C’est une m\u00e9thode qui permet d’am\u00e9liorer les performances des mod\u00e8les de langage en les incitant \u00e0 expliciter leur raisonnement. Comment fonctionne Cha\u00eene de Pens\u00e9e ? La cha\u00eene de pens\u00e9e\u2026","_links":{"self":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts\/1190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/comments?post=1190"}],"version-history":[{"count":0,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/posts\/1190\/revisions"}],"wp:attachment":[{"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/media?parent=1190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/categories?post=1190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/happynumeric.com\/lexique-intelligence-artificielle\/wp-json\/wp\/v2\/tags?post=1190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}