{"id":81579,"date":"2024-10-15T08:55:25","date_gmt":"2024-10-15T06:55:25","guid":{"rendered":"https:\/\/visionarymarketing.com\/?p=81579"},"modified":"2024-10-15T08:55:25","modified_gmt":"2024-10-15T06:55:25","slug":"comparer-les-ia-generatives-cest-possible","status":"publish","type":"post","link":"https:\/\/visionarymarketing.com\/fr\/2024\/10\/15\/comparer-les-ia-generatives-cest-possible\/","title":{"rendered":"Comparer les IA g\u00e9n\u00e9ratives c’est possible"},"content":{"rendered":"

Comparer les IA g\u00e9n\u00e9ratives et analyser leurs diff\u00e9rences est d\u00e9sormais possible, car toutes les intelligences artificielles g\u00e9n\u00e9ratives ne se valent pas, nous explique Nicolas Arpagian. Et surtout, elles ne consomment pas toutes les m\u00eames ressources. La semaine derni\u00e8re, je me suis connect\u00e9 sur France info un peu par hasard et j’y ai d\u00e9couvert la nouvelle chronique de Nicolas intitul\u00e9e \u00ab Nouveau Monde \u00bb. Dimanche dernier, Nicolas y pr\u00e9sentait le site comparia.beta.gouv.fr<\/a> que nous vous recommandons vivement.<\/em><\/p>\n

Comparez les IA g\u00e9n\u00e9ratives et analysez leurs diff\u00e9rences<\/h2>\n
\"\"
Ne vous fiez pas aux r\u00e9ponses d’une seule IA, nous alerte compare: IA qui nous enjoint donc de comparer les IA g\u00e9n\u00e9ratives sur son site \u2014 par contre, si vous en utilisez plusieurs, n’oubliez pas de regarder combien cela consomme\u2026<\/figcaption><\/figure>\n

<\/p>\n

Une start-up d\u2019\u00c9tat pour comparer les IA g\u00e9n\u00e9ratives<\/h3>\n

J’ai d\u00e9couvert le concept de start-up d’\u00c9tat dans le dernier livre de St\u00e9phane Schultz, Apr\u00e8s la Tech<\/em>. Un livre sur lequel nous analyserons bient\u00f4t dans Visionary Marketing puisque la date de l’interview avec l’auteur est d\u00e9j\u00e0 fix\u00e9e.<\/p>\n

Compar:IA est donc une start-up d’\u00c9tat. \u00ab Au sein de la direction interminist\u00e9rielle du num\u00e9rique (DINUM), elle propose un site gratuit pour confronter les r\u00e9sultats fournis par diff\u00e9rentes IA \u00e0 une m\u00eame question, \u00bb nous explique Nicolas Arpagian dans sa chronique. Le site disponible \u00e0 l’adresse comparia.beta.gouv.fr<\/a> m’a ouvert les yeux sur bien des aspects de ces outils.<\/p>\n

Comparer et \u00e9valuer les mod\u00e8les d’IA g\u00e9n\u00e9ratives<\/h4>\n

J’avais intuitivement l’impression que ces diff\u00e9rents mod\u00e8les ne se valaient pas et que certains \u00e9taient meilleurs que d’autres sur certaines requ\u00eates. Mais j’\u00e9tais loin de me douter de l’immense variation des r\u00e9sultats<\/strong> en fonction d’un m\u00eame prompt. L’outil propos\u00e9 par compar:IA rend visible et tangible cette impression.<\/p>\n

Mais bien mieux encore, elle permet de comparer la consommation des diff\u00e9rents mod\u00e8les d’IA g\u00e9n\u00e9rative<\/strong> et l\u00e0, je suis carr\u00e9ment tomb\u00e9 de ma chaise, tant les diff\u00e9rences sont \u00e9normes.<\/p>\n

Voici un des exemples propos\u00e9s par le site : \u00ab d\u00e9taille les \u00e9tapes simples pour comprendre le concept de la photosynth\u00e8se comme si tu l’expliquais \u00e0 un enfant de primaire \u00bb. Le site soumet ce prompt \u00e0 deux mod\u00e8les anonymes. Voici les r\u00e9ponses obtenues.<\/p>\n

\"comparer
La comparaison de deux mod\u00e8les d’IA propos\u00e9e par le site<\/figcaption><\/figure>\n

En cliquant sur \u00ab\u00a0\u00e9tape suivante\u00a0\u00bb, vous pourrez donner vos pr\u00e9f\u00e9rences je vais choisir le mod\u00e8le B dont je vais indiquer que je pr\u00e9f\u00e8re les r\u00e9ponses plus compl\u00e8tes avec une mise en forme plus claire.<\/p>\n

Maintenant, je passe \u00e0 nouveau \u00e0 l’\u00e9tape suivante pour d\u00e9couvrir la consommation derri\u00e8re ces deux mod\u00e8les<\/strong>. Ici, on verra que le LLM que j’ai pr\u00e9f\u00e9r\u00e9 est celui de Meta (Llama) dont j’ai entendu dire plusieurs fois qu’il \u00e9tait plus frugal. Toutefois, compar\u00e9 \u00e0 Mistral (\u00e0 gauche), il consomme cinq fois plus d’\u00e9nergie<\/strong>.<\/p>\n

\"\"
Screenshot<\/figcaption><\/figure>\n

Parmi mes essais, c’est Google Gemini qui d\u00e9crochait le pompon avec une consommation \u00e9quivalente \u00e0 12\u00a0h d’une ampoule LED pour une question tr\u00e8s simple et une r\u00e9ponse de quelques lignes. On remarquera aussi que certains mod\u00e8les, comme Llama notamment, sont plus verbeux que d’autres.<\/p>\n

Lire et \u00e9couter la chronique de Nicolas sur France Info<\/a>.<\/p>\n

\u00c0 propos de Nicolas Arpagian<\/h4>\n

Nicolas Arpagian est Vice-Pr\u00e9sident chez Headmind Partners. Auteur de plusieurs ouvrages sur la cybers\u00e9curit\u00e9, il est reconnu pour son analyse des enjeux num\u00e9riques actuels. Il est chroniqueur hebdomadaire \u00ab\u00a0Nouveau Monde\u00a0\u00bb sur France Info<\/a>. Il a pr\u00e9c\u00e9demment travaill\u00e9 chez Orange Cyberdefense, Trend Micro. En tant qu’enseignant, il intervient dans des institutions comme Sciences Po Saint-Germain-en-Laye, l’ENSP et l’Universit\u00e9 Polytechnique Mohammed VI au Maroc.<\/em><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

Comparer les IA g\u00e9n\u00e9ratives et analyser leurs diff\u00e9rences est d\u00e9sormais possible, car toutes les intelligences artificielles g\u00e9n\u00e9ratives ne se valent pas, nous explique Nicolas Arpagian. Et surtout, elles ne consomment pas toutes les m\u00eames ressources. La semaine derni\u00e8re, je me suis connect\u00e9 sur France info un peu par hasard et j’y ai d\u00e9couvert la nouvelle …<\/p>\n","protected":false},"author":2,"featured_media":81582,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5127,2894],"tags":[],"class_list":["post-81579","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-breves","category-ia-big-data"],"yoast_head":"\nComparer les IA g\u00e9n\u00e9ratives et analyser leurs diff\u00e9rences<\/title>\n<meta name=\"description\" content=\"Comparer les IA g\u00e9n\u00e9ratives et analyser leurs diff\u00e9rences est possible \u00a0Toutes les intelligences artificielles g\u00e9n\u00e9ratives ne se valent pas\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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He is a speaker and author of many books. In 2014 he went from intrapreneur to entrepreneur, when he created his digital marketing agency. Yann Gourvennec a cr\u00e9\u00e9 visionarymarketing.com en 1996. Il est conf\u00e9rencier et auteur de plusieurs livres. En 2014, il est pass\u00e9 d'intrapreneur \u00e0 entrepreneur en cr\u00e9ant son agence de marketing num\u00e9rique.","sameAs":["https:\/\/visionarymarketing.com","http:\/\/facebook.com\/ygourven","http:\/\/linkedin.com\/in\/ygourven","https:\/\/x.com\/ygourven","https:\/\/www.youtube.com\/c\/visionarymarketingagency"],"url":"https:\/\/visionarymarketing.com\/fr\/author\/yann-gourvennec\/"}]}},"_links":{"self":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts\/81579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/comments?post=81579"}],"version-history":[{"count":0,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts\/81579\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/media\/81582"}],"wp:attachment":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/media?parent=81579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/categories?post=81579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/tags?post=81579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}