{"id":206,"date":"2024-08-01T11:10:42","date_gmt":"2024-08-01T11:10:42","guid":{"rendered":"https:\/\/www.asm15.fr\/index.php\/2024\/08\/01\/un-papier-dapple-devoile-les-modeles-de-langage-fondamentaux-alimentant-les-fonctionnalites-intelligentes-afm-on-device-et-afm-server\/"},"modified":"2024-08-01T11:10:42","modified_gmt":"2024-08-01T11:10:42","slug":"un-papier-dapple-devoile-les-modeles-de-langage-fondamentaux-alimentant-les-fonctionnalites-intelligentes-afm-on-device-et-afm-server","status":"publish","type":"post","link":"https:\/\/www.asm15.fr\/index.php\/2024\/08\/01\/un-papier-dapple-devoile-les-modeles-de-langage-fondamentaux-alimentant-les-fonctionnalites-intelligentes-afm-on-device-et-afm-server\/","title":{"rendered":"Un papier d’Apple d\u00e9voile les mod\u00e8les de langage fondamentaux alimentant les fonctionnalit\u00e9s intelligentes : AFM-on-Device et AFM-Server"},"content":{"rendered":"

<\/p>\n

Dans le monde de l’IA, le d\u00e9veloppement de mod\u00e8les linguistiques performants et respectueux de la vie priv\u00e9e et des consid\u00e9rations \u00e9thiques est un d\u00e9fi de taille. Les mod\u00e8les traditionnels d’IA reposent souvent sur des calculs intensifs sur serveur, posant des probl\u00e8mes d’efficacit\u00e9 et de latence. Les chercheurs d’Apple ont introduit deux mod\u00e8les linguistiques principaux : un mod\u00e8le optimis\u00e9 pour une utilisation sur appareil avec 3 milliards de param\u00e8tres et un mod\u00e8le plus grand destin\u00e9 au Apple Private Cloud Compute. Ces mod\u00e8les visent \u00e0 \u00e9quilibrer efficacit\u00e9, pr\u00e9cision et principes \u00e9thiques, tout en am\u00e9liorant l’exp\u00e9rience utilisateur.<\/p>\n

Le mod\u00e8le sur appareil utilise des techniques telles que la pr\u00e9-normalisation avec RMSNorm et l’attention de requ\u00eate group\u00e9e. La formation a utilis\u00e9 un m\u00e9lange de donn\u00e9es comprenant des donn\u00e9es sous licence, des ensembles de donn\u00e9es open-source et des donn\u00e9es web publiques. Les deux mod\u00e8les ont \u00e9t\u00e9 \u00e9valu\u00e9s rigoureusement, montrant des performances impressionnantes sur divers benchmarks, confirmant leurs capacit\u00e9s en mati\u00e8re de suivi d’instructions, de raisonnement et de r\u00e9daction. Cette recherche met en avant une IA plus efficace et \u00e9thique, offrant des solutions centr\u00e9es sur l’utilisateur sans compromettre la confidentialit\u00e9.<\/p>\n","protected":false},"excerpt":{"rendered":"

Dans le monde de l’IA, le d\u00e9veloppement de mod\u00e8les linguistiques performants et respectueux de la vie priv\u00e9e et des consid\u00e9rations \u00e9thiques est un d\u00e9fi de taille. Les mod\u00e8les traditionnels d’IA reposent souvent sur des calculs intensifs sur serveur, posant des probl\u00e8mes d’efficacit\u00e9 et de latence. Les chercheurs d’Apple ont introduit deux mod\u00e8les linguistiques principaux : […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-206","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nUn papier d'Apple d\u00e9voile les mod\u00e8les de langage fondamentaux alimentant les fonctionnalit\u00e9s intelligentes : AFM-on-Device et AFM-Server - IA & TECHNOLOGIES<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.asm15.fr\/index.php\/2024\/08\/01\/un-papier-dapple-devoile-les-modeles-de-langage-fondamentaux-alimentant-les-fonctionnalites-intelligentes-afm-on-device-et-afm-server\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Un papier d'Apple d\u00e9voile les mod\u00e8les de langage fondamentaux alimentant les fonctionnalit\u00e9s intelligentes : AFM-on-Device et AFM-Server - IA & TECHNOLOGIES\" \/>\n<meta property=\"og:description\" content=\"Dans le monde de l’IA, le d\u00e9veloppement de mod\u00e8les linguistiques performants et respectueux de la vie priv\u00e9e et des consid\u00e9rations \u00e9thiques est un d\u00e9fi de taille. 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