{"id":5319,"date":"2023-09-10T14:24:27","date_gmt":"2023-09-10T14:24:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=5319"},"modified":"2023-09-10T14:24:27","modified_gmt":"2023-09-10T14:24:27","slug":"new-falcon-180b-llm-is-powerful-but-lacks-guardrails","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/","title":{"rendered":"Le nouveau Falcon 180B LLM est puissant mais manque de garde-fous"},"content":{"rendered":"

L'Institut d'innovation technologique des \u00c9mirats arabes unis (TII) a mis en service son Falcon 180B LLM sur Hugging Face la semaine derni\u00e8re, et les premiers essais ont r\u00e9v\u00e9l\u00e9 des performances impressionnantes.<\/strong><\/p>\n

Le mod\u00e8le, qui est en libre acc\u00e8s pour les chercheurs et les utilisateurs commerciaux, est le produit d'une industrie de l'IA en plein essor au Moyen-Orient.<\/p>\n

Le Falcon 180B est 2,5 fois plus grand que le Meta. Lama 2<\/a> et a \u00e9t\u00e9 entra\u00een\u00e9 avec 4 fois plus de calculs. L'IIT a entra\u00een\u00e9 le mod\u00e8le sur un \u00e9norme ensemble de 3,5 trillions de jetons. C'est l'approche unique de l'ensemble de donn\u00e9es qui est en grande partie responsable des performances impressionnantes du mod\u00e8le.<\/p>\n

Pour entra\u00eener un mod\u00e8le, il ne suffit pas de disposer d'un grand nombre de donn\u00e9es, il faut aussi disposer d'un grand nombre de donn\u00e9es de bonne qualit\u00e9. La production de ces donn\u00e9es est tr\u00e8s co\u00fbteuse et il n'existe pas beaucoup d'ensembles de donn\u00e9es de grande taille accessibles au public. TII a d\u00e9cid\u00e9 d'essayer une nouvelle approche pour \u00e9viter la n\u00e9cessit\u00e9 d'une curation.<\/p>\n

En juin, des chercheurs ont utilis\u00e9 un filtrage et une d\u00e9duplication minutieux<\/a> des donn\u00e9es CommonCrawl accessibles au public pour cr\u00e9er le jeu de donn\u00e9es RefinedWeb. Non seulement cet ensemble de donn\u00e9es a \u00e9t\u00e9 plus facile \u00e0 produire, mais il offre \u00e9galement de meilleures performances que l'utilisation de corpus curat\u00e9s ou de donn\u00e9es web.<\/p>\n

Falcon 180B a \u00e9t\u00e9 entra\u00een\u00e9 sur un ensemble massif de 3,5 trillions de tokens de l'ensemble de donn\u00e9es RefinedWeb, soit nettement plus que les 2 trillions de tokens de l'ensemble de donn\u00e9es de pr\u00e9-entra\u00eenement de Llama 2.<\/p>\n

Performances du Falcon 180B<\/h2>\n

Le Falcon 180B est en t\u00eate du classement Hugging Face pour les LLM \u00e0 acc\u00e8s libre. Le mod\u00e8le surpasse Llama 2, le pr\u00e9c\u00e9dent leader, sur un certain nombre de crit\u00e8res de r\u00e9f\u00e9rence, notamment le raisonnement, le codage, la comp\u00e9tence et les tests de connaissance.<\/p>\n

Le Falcon 180B obtient m\u00eame d'excellents r\u00e9sultats lorsqu'il est compar\u00e9 \u00e0 des mod\u00e8les propri\u00e9taires \u00e0 source ferm\u00e9e. Il se classe juste derri\u00e8re GPT-4 et est \u00e0 \u00e9galit\u00e9 avec le PaLM 2 Large de Google, qui est deux fois plus grand que le Falcon 180B.<\/p>\n

\"Classement<\/p>\n

Source : Visage \u00e9treint<\/a><\/p>\n

Malgr\u00e9 les performances d\u00e9j\u00e0 impressionnantes de son mod\u00e8le pr\u00e9-entra\u00een\u00e9, l'IIT a l'intention de \"fournir des versions de Falcon de plus en plus performantes \u00e0 l'avenir, sur la base d'ensembles de donn\u00e9es am\u00e9lior\u00e9s et de RLHF\/RLAIF\".<\/p>\n

Vous pouvez essayer une version \"chat\" du mod\u00e8le avec ceci D\u00e9monstration du Falcon 180B<\/a> sur l'\u00e9treinte du visage.<\/p>\n

La version \"chat\" est affin\u00e9e et assainie, mais le mod\u00e8le de base n'est pas encore dot\u00e9 de garde-fous en mati\u00e8re d'alignement. L'IIT a d\u00e9clar\u00e9 que, n'ayant pas encore fait l'objet d'un processus de mise au point ou d'alignement, elle pouvait produire des r\u00e9ponses \"probl\u00e9matiques\".<\/p>\n

Il faudra du temps pour l'aligner au point qu'il puisse \u00eatre d\u00e9ploy\u00e9 commercialement en toute confiance.<\/p>\n

Malgr\u00e9 cela, les performances impressionnantes de ce mod\u00e8le mettent en \u00e9vidence les possibilit\u00e9s d'am\u00e9lioration au-del\u00e0 de la simple augmentation des ressources informatiques.<\/p>\n

Le Falcon 180B montre que des mod\u00e8les plus petits form\u00e9s sur des ensembles de donn\u00e9es de bonne qualit\u00e9 peuvent constituer une orientation plus rentable et plus efficace pour le d\u00e9veloppement de l'IA.<\/p>\n

La sortie de ce mod\u00e8le impressionnant souligne la croissance fulgurante de l'industrie de l'automobile dans le monde. D\u00e9veloppement de l'IA au Moyen-Orient<\/a>En d\u00e9pit des r\u00e9centes les restrictions \u00e0 l'exportation de GPU vers la r\u00e9gion<\/a>.<\/p>\n

Tandis que des entreprises telles que TII et Meta continuent de publier leurs puissants mod\u00e8les sous des licences d'acc\u00e8s libre, il sera int\u00e9ressant de voir ce que Google et OpenAI font pour encourager l'adoption de leurs mod\u00e8les ferm\u00e9s.<\/p>\n

L'\u00e9cart de performance entre les mod\u00e8les en libre acc\u00e8s et les mod\u00e8les propri\u00e9taires semble d\u00e9finitivement se r\u00e9duire.<\/p>","protected":false},"excerpt":{"rendered":"

L'Institut d'innovation technologique des \u00c9mirats arabes unis (TII) a lanc\u00e9 la semaine derni\u00e8re son Falcon 180B LLM sur Hugging Face, dont les performances ont \u00e9t\u00e9 impressionnantes lors des premiers tests. Le mod\u00e8le, qui est en libre acc\u00e8s pour les chercheurs et les utilisateurs commerciaux, est le produit d'une industrie de l'IA en plein essor au Moyen-Orient. Le Falcon 180B est 2,5 fois plus grand que le Llama 2 de Meta et a \u00e9t\u00e9 entra\u00een\u00e9 avec 4 fois plus de calcul. L'IIT a entra\u00een\u00e9 le mod\u00e8le sur un \u00e9norme ensemble de 3,5 trillions de jetons. C'est l'approche unique de l'ensemble de donn\u00e9es qui est en grande partie responsable des performances impressionnantes du mod\u00e8le. Pour entra\u00eener un mod\u00e8le, il ne suffit pas de disposer d'une grande quantit\u00e9 de donn\u00e9es.<\/p>","protected":false},"author":6,"featured_media":5339,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[99,207,354],"class_list":["post-5319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-race","tag-llm","tag-middle-east"],"yoast_head":"\nNew Falcon 180B LLM is powerful but lacks guardrails | DailyAI<\/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:\/\/dailyai.com\/fr\/2023\/09\/new-falcon-180b-llm-is-powerful-but-lacks-guardrails\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New Falcon 180B LLM is powerful but lacks guardrails | DailyAI\" \/>\n<meta property=\"og:description\" content=\"The UAE\u2019s Technology Innovation Institute (TII) released its Falcon 180B LLM on Hugging Face last week and it delivered impressive performance in early testing. 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