{"id":2039,"date":"2023-06-24T12:10:58","date_gmt":"2023-06-24T12:10:58","guid":{"rendered":"https:\/\/dailyai.com\/?p=2039"},"modified":"2023-06-24T13:04:21","modified_gmt":"2023-06-24T13:04:21","slug":"mosaicml-unveils-the-mpt-30b-family-of-open-source-ai-models","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/06\/mosaicml-unveils-the-mpt-30b-family-of-open-source-ai-models\/","title":{"rendered":"MosaicML d\u00e9voile la famille MPT-30B de mod\u00e8les d'IA open-source"},"content":{"rendered":"

MosaicML a d\u00e9voil\u00e9 ses nouveaux mod\u00e8les d'IA open-source - MPT-30B Base, Instruct et Chat.\u00a0<\/strong><\/p>\n

Faisant partie de la s\u00e9rie MPT (MosaicML Pre Trained Transformer), ces mod\u00e8les open-source sont consid\u00e9r\u00e9s comme les plus sophistiqu\u00e9s de leur cat\u00e9gorie, surpassant le GPT-3 dans la plupart des m\u00e9triques cl\u00e9s.\u00a0<\/span><\/p>\n

Mosa\u00efque<\/span><\/a> ont form\u00e9 leurs nouveaux mod\u00e8les en utilisant les derni\u00e8res puces H100 de NVIDIA, sorties au d\u00e9but de l'ann\u00e9e.\u00a0<\/span><\/p>\n

MPT-30B est le premier LLM publiquement connu entra\u00een\u00e9 sur des GPU NVIDIA H100 haut de gamme.\u00a0<\/span><\/p>\n

Depuis leur introduction le 5 mai 2023, les pr\u00e9c\u00e9dents mod\u00e8les MPT-7B de Mosaic (Base, Instruct, Chat, StoryWriter) ont \u00e9t\u00e9 t\u00e9l\u00e9charg\u00e9s plus de 3,3 millions de fois. MPT-30B a 30 milliards de param\u00e8tres - bien moins que les 175 milliards de param\u00e8tres de GPT-3 ou le pr\u00e9tendu trillion de param\u00e8tres de GPT-4.\u00a0<\/span><\/p>\n

Mais le nombre de param\u00e8tres n'est pas tout, loin de l\u00e0, puisque MPT-30B a \u00e9t\u00e9 entra\u00een\u00e9e sur des s\u00e9quences plus longues allant jusqu'\u00e0 8 000 jetons, soit 4 fois plus que GPT-3, la famille de mod\u00e8les LLaMA et le mod\u00e8le Falcon.<\/span><\/p>\n

MPT-30B peut ainsi mieux g\u00e9rer les flux de travail d'entreprise \u00e0 forte intensit\u00e9 de donn\u00e9es et surpasser les autres mod\u00e8les pour les flux de travail \u00e0 forte intensit\u00e9 de code.<\/span><\/p>\n

Plusieurs entreprises, telles que Replit, un IDE en ligne de premier plan, et Scatter Lab, une startup sp\u00e9cialis\u00e9e dans l'IA, ont d\u00e9j\u00e0 tir\u00e9 parti des mod\u00e8les open-source de la MPT, qui sont plus personnalisables que les mod\u00e8les propri\u00e9taires tels que GPT-3.\u00a0<\/span><\/p>\n

Ilan Twig, cofondateur et directeur technique de Navan, a d\u00e9clar\u00e9. \"Chez Navan, nous utilisons l'IA g\u00e9n\u00e9rative \u00e0 travers nos produits et services, alimentant des exp\u00e9riences telles que notre agent de voyage virtuel et notre agent conversationnel d'intelligence \u00e9conomique. Les mod\u00e8les de base de MosaicML offrent des capacit\u00e9s linguistiques de pointe tout en \u00e9tant extr\u00eamement efficaces pour affiner et servir l'inf\u00e9rence \u00e0 l'\u00e9chelle.\"\u00a0<\/span><\/p>\n

MPT-30B, maintenant disponible \u00e0 travers le HuggingFace Hub<\/span><\/a>Le logiciel est enti\u00e8rement ouvert et les d\u00e9veloppeurs peuvent l'affiner en fonction de leurs donn\u00e9es.\u00a0<\/span><\/p>\n

Mosaic vise \u00e0 permettre aux entreprises d'int\u00e9grer de puissants mod\u00e8les open-source dans leur flux de travail tout en conservant la souverainet\u00e9 des donn\u00e9es.\u00a0<\/span><\/p>\n

L'avantage des logiciels libres<\/span><\/h2>\n

Les mod\u00e8les \u00e0 source ouverte sont <\/span>combler rapidement le foss\u00e9<\/span><\/a> avec des concurrents comme OpenAI.\u00a0<\/span><\/p>\n

Comme les ressources informatiques n\u00e9cessaires \u00e0 la formation et au d\u00e9ploiement des mod\u00e8les diminuent, les d\u00e9veloppeurs de logiciels libres n'ont plus besoin de superordinateurs valant plusieurs millions de dollars et dot\u00e9s de centaines de processeurs haut de gamme pour former leurs mod\u00e8les.\u00a0<\/span><\/p>\n

Il en va de m\u00eame pour le d\u00e9ploiement des mod\u00e8les - MPT-30B peut fonctionner sur un seul GPU, et la communaut\u00e9 open-source a m\u00eame r\u00e9ussi \u00e0 faire fonctionner une version r\u00e9duite du mod\u00e8le LLaMa sur un Raspberry PI.<\/span><\/p>\n

\n

J'ai ex\u00e9cut\u00e9 avec succ\u00e8s le mod\u00e8le LLaMA 7B sur mon Raspberry Pi 4 avec 4GB de RAM. C'est tr\u00e8s lent, environ 10sec\/token. Mais il semble que l'on puisse faire fonctionner des pipelines cognitifs puissants sur un mat\u00e9riel bon march\u00e9. pic.twitter.com\/XDbvM2U5GY<\/a><\/p>\n

- Artem Andreenko \ud83c\uddfa\ud83c\udde6 (@miolini) 12 mars 2023<\/a><\/p><\/blockquote>\n

En outre, les mod\u00e8les de logiciels libres conf\u00e8rent des avantages strat\u00e9giques aux utilisateurs professionnels. <\/span><\/p>\n

Par exemple, les entreprises des secteurs de la sant\u00e9 et de la banque peuvent pr\u00e9f\u00e9rer ne pas partager leurs donn\u00e9es avec OpenAI ou Google.\u00a0<\/span><\/p>\n

Naveen Rao, cofondateur et PDG de MosaicML, consid\u00e8re les projets open-source comme des alli\u00e9s, affirmant qu'ils \"comblent le foss\u00e9 qui les s\u00e9pare des mod\u00e8les \u00e0 source ferm\u00e9e\". Bien qu'il reconnaisse la sup\u00e9riorit\u00e9 du GPT-4 d'OpenAI, il affirme que les mod\u00e8les open-source ont \"franchi le seuil o\u00f9 ces mod\u00e8les sont en fait extr\u00eamement utiles\".<\/span><\/p>\n

L'IA open-source \u00e9volue rapidement, ce qui a conduit certains \u00e0 accuser les grandes entreprises technologiques de faire pression sur la r\u00e9glementation pour freiner sa croissance. Les entreprises construisent d\u00e9j\u00e0 leurs propres piles d'IA open-source, ce qui leur permet d'\u00e9conomiser de l'argent qui pourrait autrement financer des entreprises comme OpenAI.\u00a0<\/span><\/p>\n

A fuite d'une note d'un employ\u00e9 de Google<\/a> a d\u00e9clar\u00e9 que tous les grands d\u00e9veloppeurs d'IA - Google, Microsoft, Anthropic et OpenAI - sont en concurrence avec les d\u00e9veloppeurs de logiciels libres.\u00a0<\/span><\/p>\n

Les d\u00e9veloppeurs d'IA \u00e0 code source ouvert peuvent cr\u00e9er et faire \u00e9voluer des mod\u00e8les plus rapidement que les grandes entreprises technologiques, ce qui leur permet de surpasser les mod\u00e8les d'IA classiques.<\/span><\/p>\n

Cela n'est pas sans danger, car les mod\u00e8les \u00e0 code source ouvert sont difficiles \u00e0 contr\u00f4ler et \u00e0 r\u00e9glementer une fois qu'ils sont pass\u00e9s dans le domaine public.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

MosaicML a d\u00e9voil\u00e9 ses nouveaux mod\u00e8les d'IA open-source - MPT-30B Base, Instruct et Chat. Faisant partie de la s\u00e9rie MPT (MosaicML Pre Trained Transformer), ces mod\u00e8les open-source sont consid\u00e9r\u00e9s comme les plus sophistiqu\u00e9s de leur cat\u00e9gorie, surpassant le GPT-3 dans la plupart des mesures cl\u00e9s. Mosaic a entra\u00een\u00e9 ses nouveaux mod\u00e8les en utilisant les derni\u00e8res puces H100 de NVIDIA, sorties au d\u00e9but de l'ann\u00e9e. MPT-30B est le premier LLM publiquement connu entra\u00een\u00e9 sur des GPU NVIDIA H100 haut de gamme. Depuis leur introduction le 5 mai 2023, les pr\u00e9c\u00e9dents mod\u00e8les MPT-7B de Mosaic (Base, Instruct, Chat, StoryWriter) ont \u00e9t\u00e9 t\u00e9l\u00e9charg\u00e9s plus de 3,3 millions de fois. MPT-30B compte 30 milliards de param\u00e8tres, soit beaucoup moins que les 175 param\u00e8tres de GPT-3.<\/p>","protected":false},"author":2,"featured_media":2040,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83],"tags":[115,102,105,110],"class_list":["post-2039","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product","tag-chatgpt","tag-google","tag-machine-learning","tag-open-source"],"yoast_head":"\nMosaicML unveils the MPT-30B family of open-source AI models | DailyAI<\/title>\n<meta name=\"description\" content=\"MPT-30B Base, Instruct, and Chat.\u00a0\" \/>\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\/06\/mosaicml-unveils-the-mpt-30b-family-of-open-source-ai-models\/\" \/>\n<meta property=\"og:locale\" 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