{"id":10283,"date":"2024-02-26T10:02:28","date_gmt":"2024-02-26T10:02:28","guid":{"rendered":"https:\/\/dailyai.com\/?p=10283"},"modified":"2024-02-26T10:05:57","modified_gmt":"2024-02-26T10:05:57","slug":"google-announces-gemma-its-open-llms-that-can-run-locally","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2024\/02\/google-announces-gemma-its-open-llms-that-can-run-locally\/","title":{"rendered":"Google annonce Gemma, son LLM ouvert qui peut \u00eatre ex\u00e9cut\u00e9 localement"},"content":{"rendered":"

Google a publi\u00e9 deux mod\u00e8les de sa famille de mod\u00e8les l\u00e9gers et ouverts appel\u00e9s Gemma.<\/p>\n

Alors que les mod\u00e8les Gemini de Google sont des mod\u00e8les propri\u00e9taires, ou ferm\u00e9s, les mod\u00e8les Gemma ont \u00e9t\u00e9 publi\u00e9s en tant que \"mod\u00e8les ouverts\" et mis gratuitement \u00e0 la disposition des d\u00e9veloppeurs.<\/p>\n

Google a publi\u00e9 les mod\u00e8les Gemma en deux tailles, 2B et 7B param\u00e8tres, avec des variantes pr\u00e9-entra\u00een\u00e9es et adapt\u00e9es aux instructions pour chacun d'entre eux. Google publie les poids des mod\u00e8les ainsi qu'une s\u00e9rie d'outils permettant aux d\u00e9veloppeurs d'adapter les mod\u00e8les \u00e0 leurs besoins.<\/p>\n

Google indique que les mod\u00e8les Gemma ont \u00e9t\u00e9 construits \u00e0 l'aide de la m\u00eame technologie que son mod\u00e8le phare Gemini. Plusieurs entreprises ont publi\u00e9 des mod\u00e8les 7B dans le but de proposer un LLM qui conserve des fonctionnalit\u00e9s utilisables tout en fonctionnant localement plut\u00f4t que dans le nuage.<\/p>\n

Llama-2-7B et Mistral-7B<\/a> sont des concurrents notables dans ce domaine, mais Google affirme que \"Gemma surpasse des mod\u00e8les nettement plus grands sur des crit\u00e8res de r\u00e9f\u00e9rence cl\u00e9s\", et propose cette comparaison de crit\u00e8res de r\u00e9f\u00e9rence comme preuve.<\/p>\n

\"\"
R\u00e9sultats de l'analyse comparative entre Gemma-7B et Llama-2-7B et Llama-2-12B. Source : Google<\/figcaption><\/figure>\n

Les r\u00e9sultats de l'analyse comparative montrent que Gemma surpasse m\u00eame la version 12B du Llama 2, plus grande, dans les quatre capacit\u00e9s.<\/p>\n

Ce qui est vraiment int\u00e9ressant avec Gemma, c'est la possibilit\u00e9 de l'ex\u00e9cuter localement. Google s'est associ\u00e9 \u00e0 NVIDIA pour optimiser Gemma pour les GPU NVIDIA. Si vous disposez d'un PC \u00e9quip\u00e9 d'un GPU RTX de NVIDIA, vous pouvez faire tourner Gemma sur votre appareil.<\/p>\n

NVIDIA d\u00e9clare avoir install\u00e9 plus de 100 millions de GPU NVIDIA RTX. Cela fait de Gemma une option attrayante pour les d\u00e9veloppeurs qui tentent de d\u00e9cider quel mod\u00e8le l\u00e9ger utiliser comme base pour leurs produits.<\/p>\n

NVIDIA ajoutera \u00e9galement la prise en charge de Gemma sur son site Web. Chat avec RTX<\/a> ce qui facilite l'ex\u00e9cution des LLM sur les PC RTX.<\/p>\n

Bien qu'il ne s'agisse pas techniquement d'un logiciel libre, seules les restrictions d'utilisation pr\u00e9vues dans l'accord de licence emp\u00eachent les mod\u00e8les Gemma de poss\u00e9der ce label. Les critiques des mod\u00e8les ouverts<\/a> Google affirme toutefois qu'il a proc\u00e9d\u00e9 \u00e0 des v\u00e9rifications approfondies pour s'assurer que Gemma ne pr\u00e9sentait aucun danger.<\/p>\n

Google explique qu'il a eu recours \u00e0 \"un r\u00e9glage fin approfondi et \u00e0 l'apprentissage par renforcement \u00e0 partir de commentaires humains (RLHF) pour aligner nos mod\u00e8les r\u00e9gl\u00e9s par instruction sur des comportements responsables\". La soci\u00e9t\u00e9 a \u00e9galement publi\u00e9 une bo\u00eete \u00e0 outils d'IA g\u00e9n\u00e9rative responsable pour aider les d\u00e9veloppeurs \u00e0 maintenir Gemma align\u00e9 apr\u00e8s le r\u00e9glage fin.<\/p>\n

Les mod\u00e8les l\u00e9gers personnalisables comme Gemma peuvent offrir aux d\u00e9veloppeurs une plus grande utilit\u00e9 que les mod\u00e8les plus importants comme GPT-4 ou Gemini Pro. La possibilit\u00e9 d'ex\u00e9cuter des LLM localement sans le co\u00fbt de l'informatique en nuage ou des appels d'API devient de plus en plus accessible.<\/p>\n

Avec l'ouverture de Gemma aux d\u00e9veloppeurs, il sera int\u00e9ressant de voir la gamme d'applications bas\u00e9es sur l'IA qui pourraient bient\u00f4t fonctionner sur nos PC.<\/p>","protected":false},"excerpt":{"rendered":"

Google a publi\u00e9 deux mod\u00e8les de sa famille de mod\u00e8les l\u00e9gers et ouverts appel\u00e9s Gemma. Alors que les mod\u00e8les Gemini de Google sont des mod\u00e8les propri\u00e9taires ou ferm\u00e9s, les mod\u00e8les Gemma ont \u00e9t\u00e9 publi\u00e9s en tant que \"mod\u00e8les ouverts\" et mis gratuitement \u00e0 la disposition des d\u00e9veloppeurs. Google a publi\u00e9 les mod\u00e8les Gemma en deux tailles, 2B et 7B param\u00e8tres, avec des variantes pr\u00e9-entra\u00een\u00e9es et adapt\u00e9es aux instructions pour chacun d'entre eux. Google publie les poids des mod\u00e8les ainsi qu'une s\u00e9rie d'outils permettant aux d\u00e9veloppeurs d'adapter les mod\u00e8les \u00e0 leurs besoins. Google indique que les mod\u00e8les Gemma ont \u00e9t\u00e9 construits \u00e0 l'aide de la m\u00eame technologie que son mod\u00e8le phare Gemini. Plusieurs entreprises ont publi\u00e9 des mod\u00e8les 7B<\/p>","protected":false},"author":6,"featured_media":10326,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83],"tags":[102,118],"class_list":["post-10283","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product","tag-google","tag-llms"],"yoast_head":"\n\u200b\u200bGoogle announces Gemma, its open LLMs that can run locally | 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\/2024\/02\/google-announces-gemma-its-open-llms-that-can-run-locally\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u200b\u200bGoogle announces Gemma, its open LLMs that can run locally | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Google has released two models from its family of lightweight, open models called Gemma. While Google\u2019s Gemini models are proprietary, or closed models, the Gemma models have been released as \u201copen models\u201d and made freely available to developers. Google released Gemma models in two sizes, 2B and 7B parameters, with pre-trained and instruction-tuned variants for each. Google is releasing the model weights as well as a suite of tools for developers to adapt the models to their needs. Google says the Gemma models were built using the same tech that powers its flagship Gemini model. Several companies have released 7B\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/fr\/2024\/02\/google-announces-gemma-its-open-llms-that-can-run-locally\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-26T10:02:28+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-26T10:05:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/02\/Google-Gemma.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"660\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" 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