{"id":179820,"date":"2023-03-16T11:53:00","date_gmt":"2023-03-16T10:53:00","guid":{"rendered":"https:\/\/legrandcontinent.eu\/fr\/?p=179820"},"modified":"2023-03-16T17:35:03","modified_gmt":"2023-03-16T16:35:03","slug":"de-quoi-est-capable-gpt-4","status":"publish","type":"post","link":"https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/","title":{"rendered":"De quoi est capable GPT-4&#160;?"},"content":{"rendered":"\n<p>Chat GPT est un agent conversationnel \u2014 ou <em>chatbot<\/em> \u2014 lanc\u00e9 par l\u2019entreprise Open AI en novembre 2022. Ce <em>bot<\/em> repose sur un mod\u00e8le de langage de grande taille pr\u00e9-entra\u00een\u00e9, ce qui signifie qu\u2019il n\u2019est \u00e0 cette heure pas capable de donner des informations ou formuler des r\u00e9ponses en lien avec des \u00e9v\u00e9nements qui se sont d\u00e9roul\u00e9s apr\u00e8s 2021 (il n\u2019a pas non plus acc\u00e8s \u00e0 internet).<\/p>\n\n\n\n<p>Mercredi 14 mars, OpenAI a annonc\u00e9 le lancement d\u2019une nouvelle version de ce mod\u00e8le de langage&#160;: GPT-4, venue remplacer la version ant\u00e9rieure GPT-3.5.<\/p>\n\n\n\n<ul>\n<li>D\u00e9but f\u00e9vrier, seulement deux mois apr\u00e8s son lancement, Chat GPT a atteint 100 millions d\u2019utilisateurs, ce qui en fait la plateforme ayant connu la progression la plus rapide en termes d\u2019utilisation.<\/li>\n\n\n\n<li>Le succ\u00e8s de Chat GPT repose largement sur le mod\u00e8le d\u2019apprentissage utilis\u00e9 pour GPT 3.5 et 4&#160;: un \u00ab&#160;transformeur&#160;\u00bb (<em>Transformer<\/em>). Celui-ci est venu remplacer les pr\u00e9c\u00e9dents mod\u00e8les utilis\u00e9s jusqu\u2019alors (RNN, ou <em>recurrent neural network <\/em>et LSTM, <em>long short-term memory, <\/em>notamment).<\/li>\n\n\n\n<li>Reposant sur une architecture de r\u00e9seau simplifi\u00e9e bas\u00e9e sur des m\u00e9canismes dit \u00ab&#160;d\u2019attention&#160;\u00bb, le mod\u00e8le d\u2019apprentissage utilis\u00e9 pour construire ChatGPT permet plus de \u00ab&#160;parall\u00e9lisation&#160;\u00bb \u2014 ce qui signifie qu\u2019il n\u00e9cessite moins de temps d\u2019apprentissage en permettant l\u2019ajout de plus de puissance de calcul (GPU)<span id='easy-footnote-1-179820' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/#easy-footnote-bottom-1-179820' title='Ashish Vaswani &lt;em&gt;et. al.&lt;\/em&gt;, \u00ab&amp;#160;&lt;a href=&quot;https:\/\/arxiv.org\/pdf\/1706.03762.pdf&quot;&gt;Attention Is All You Need&lt;\/a&gt;&amp;#160;\u00bb, &lt;em&gt;Advances in neural information processing systems&lt;\/em&gt;, 2017, vol. 30.'><sup>1<\/sup><\/a><\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"iframe-container wp-block-image wp-block-image-medium  iframe-dw\">\n\t<div>\n\t\t<iframe class=\"absolute w-full h-full pin-t pin-l\" title=\"titolo\" aria-label=\"Interactive line chart\" src=\"\/\/datawrapper.dwcdn.net\/e8hQk\/\" scrolling=\"no\" frameborder=\"0\" ><\/iframe>\n\t<\/div>\n<\/div>\n\n\n\n<p>Ces avanc\u00e9es dans le champ de l\u2019intelligence artificielle permettent au r\u00e9seau neuronal d\u2019apprentissage utilis\u00e9 dans Chat GPT d\u2019utiliser plus de param\u00e8tres, am\u00e9liorant consid\u00e9rablement la fiabilit\u00e9 et la complexit\u00e9 des r\u00e9ponses apport\u00e9es. S\u2019il existe d\u2019autres intelligences artificielles de nature similaire, celles-ci utilisent un nombre bien moins important de param\u00e8tres, d\u2019o\u00f9 le succ\u00e8s fulgurant rencontr\u00e9 par Chat GPT.&nbsp;<\/p>\n\n\n\n<p>Open IA n\u2019a pas communiqu\u00e9 publiquement sur le nombre de param\u00e8tres utilis\u00e9s par Chat GPT 4, mais certains tests permettent d\u2019attester de l\u2019am\u00e9lioration significative de la nouvelle version par rapport \u00e0 l\u2019ant\u00e9rieure.<\/p>\n\n\n\n<ul>\n<li>Selon le crit\u00e8re de r\u00e9f\u00e9rence MMLU (<em>Massive Multitask Language Understanding<\/em>), utilis\u00e9 pour mesurer le degr\u00e9 de connaissances acquises dans 57 domaines diff\u00e9rents (acad\u00e9miques comme professionnels&#160;: jurisprudence, biologie, histoire\u2026) par un mod\u00e8le d\u2019apprentissage dans un temps imparti, GPT-4 est d\u00e9sormais de loin l\u2019intelligence artificielle la plus performante.<\/li>\n\n\n\n<li>Tandis que GPT-3.5 avait obtenu un score moyen de 70 au test apr\u00e8s 5 essais, GPT-4 a obtenu un score de 86,4, le pla\u00e7ant loin devant les autres mod\u00e8les.<\/li>\n\n\n\n<li>Selon OpenAI, les am\u00e9liorations de GPT 4 par rapport \u00e0 GPT 3.5 se font ressentir dans tous les tests auxquels les mod\u00e8les d\u2019apprentissage ont \u00e9t\u00e9 soumis&#160;: raisonnement de bon sens sur des \u00e9v\u00e9nements de la vie quotidienne, questions relatives aux pronoms \u00e0 utiliser selon diff\u00e9rents contextes, t\u00e2ches de codage en langage de programmation Python ou bien des exercices de compr\u00e9hension \u00e9crite<span id='easy-footnote-2-179820' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/#easy-footnote-bottom-2-179820' title='OpenAI, &lt;a href=&quot;https:\/\/arxiv.org\/pdf\/2303.08774.pdf&quot;&gt;GPT-4 Technical Report&lt;\/a&gt;, mars 2023.'><sup>2<\/sup><\/a><\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"iframe-container wp-block-image wp-block-image-medium  iframe-dw\">\n\t<div>\n\t\t<iframe class=\"absolute w-full h-full pin-t pin-l\" title=\"titolo\" aria-label=\"Interactive line chart\" src=\"\/\/datawrapper.dwcdn.net\/zBPor\/\" scrolling=\"no\" frameborder=\"0\" ><\/iframe>\n\t<\/div>\n<\/div>\n\n\n\n<p>Le mod\u00e8le GPT-4 serait capable de r\u00e9ussir plusieurs examens avec de meilleurs r\u00e9sultats que GPT 3.5&#160;: l\u2019examen du barreau, les tests d\u2019admission en facult\u00e9 de droit (LSAT), le concours national am\u00e9ricain de biologie USABO ou bien des examens de sommellerie.<\/p>\n\n\n\n<div class=\"iframe-container wp-block-image wp-block-image-medium  iframe-dw\">\n\t<div>\n\t\t<iframe class=\"absolute w-full h-full pin-t pin-l\" title=\"titolo\" aria-label=\"Interactive line chart\" src=\"\/\/datawrapper.dwcdn.net\/wY2q6\/\" scrolling=\"no\" frameborder=\"0\" ><\/iframe>\n\t<\/div>\n<\/div>\n\n\n\n<p>La principale \u00e9volution de GPT-4 par rapport \u00e0 la version 3.5 r\u00e9side dans l\u2019analyse d\u2019image ainsi que le traitement d\u2019un plus grand nombre d\u2019informations. Des applications comme Be My Eyes<em> <\/em>ou Duolingo ont \u00e9galement annonc\u00e9 avoir int\u00e9gr\u00e9 la derni\u00e8re version de GPT dans leurs services afin de proposer un assistant virtuel capable de d\u00e9crire en instantan\u00e9 et de mani\u00e8re pr\u00e9cise des questions relatives \u00e0 des images (\u00e0 destination principalement des personnes aveugles et malvoyantes) et de r\u00e9pondre \u00e0 des questions li\u00e9es \u00e0 celles-ci, ou bien de proposer l\u2019acc\u00e8s \u00e0 un \u00ab&#160;tuteur de langue personnel&#160;\u00bb<span id='easy-footnote-3-179820' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/#easy-footnote-bottom-3-179820' title='&lt;a href=&quot;https:\/\/twitter.com\/duolingo\/status\/1635688521695633408&quot;&gt;Fil Twitter de Duolingo&lt;\/a&gt;, 14 mars 2023.'><sup>3<\/sup><\/a><\/span>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">We are thrilled to present Virtual Volunteer\u2122, a digital visual assistant powered by <a href=\"https:\/\/twitter.com\/OpenAI?ref_src=twsrc%5Etfw\">@OpenAI<\/a>\u2019s GPT-4 language model. Virtual Volunteer will answer any question about an image and provide instantaneous visual assistance in real-time within the app. <a href=\"https:\/\/twitter.com\/hashtag\/Accessibility?src=hash&amp;ref_src=twsrc%5Etfw\">#Accessibility<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/Inclusion?src=hash&amp;ref_src=twsrc%5Etfw\">#Inclusion<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/CSUN?src=hash&amp;ref_src=twsrc%5Etfw\">#CSUN<\/a> <a href=\"https:\/\/t.co\/IxDCVfriGX\">pic.twitter.com\/IxDCVfriGX<\/a><\/p>&mdash; Be My Eyes (@BeMyEyes) <a href=\"https:\/\/twitter.com\/BeMyEyes\/status\/1635690254689599488?ref_src=twsrc%5Etfw\">March 14, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>Les capacit\u00e9s des fonctionnalit\u00e9s d\u00e9j\u00e0 propos\u00e9es par GPT-3.5 (traduction en diff\u00e9rentes langues, \u00e9criture de code, r\u00e9solution de probl\u00e8mes complexes) ont quant \u00e0 elles \u00e9t\u00e9 am\u00e9lior\u00e9es, rendant l\u2019agent conversationnel \u00ab&#160;plus cr\u00e9atif et collaboratif&#160;\u00bb.<\/p>\n\n\n\n<ul>\n<li>Chat GPT, en d\u00e9pit de cette mise \u00e0 jour, est toutefois loin d\u2019\u00eatre sans faille, et commet encore de nombreuses erreurs d\u2019interpr\u00e9tation (notamment en r\u00e9ponse \u00e0 des questions pi\u00e8ges, lors de calculs simples ou bien lorsqu\u2019il est question de physique \u00e9l\u00e9mentaire)<span id='easy-footnote-4-179820' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/#easy-footnote-bottom-4-179820' title='Pour une compilation d\u2019erreurs commises par ChatGPT et d\u2019autres mod\u00e8les de langage, voir&amp;#160;: &lt;a href=&quot;https:\/\/github.com\/giuven95\/chatgpt-failures&quot;&gt;LLM failure archive (ChatGPT and beyond)&lt;\/a&gt;, giuven95, GitHub.'><sup>4<\/sup><\/a><\/span>.<\/li>\n\n\n\n<li>Le pr\u00e9sident d\u2019OpenAI, Greg Brockman, a d\u00e9clar\u00e9 \u00e0 l\u2019occasion du lancement de GPT-4 que Chat GPT fonctionnait mieux en tandem avec des humains plut\u00f4t qu\u2019en autonomie<span id='easy-footnote-5-179820' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/legrandcontinent.eu\/fr\/2023\/03\/16\/de-quoi-est-capable-gpt-4\/#easy-footnote-bottom-5-179820' title='Deepa Seetharaman, \u00ab&amp;#160;&lt;a href=&quot;https:\/\/www.wsj.com\/articles\/openai-rolls-out-updated-version-of-viral-chatbot-chatgpt-f03fea27?mod=tech_lead_pos11&amp;amp;mkt_tok=NDc1LVBCUS05NzEAAAGKiXqkZPHIHKis-_iFEUP1szLeuxDaIslkvZXIfYYNKaYhovAC6QpAgWKDjh9mxG7dXbedpS6CtIBrUzMYFoLY5uaD_8FtjXff1iiWW8QfA8wXG317&quot;&gt;OpenAI Rolls Out New GPT-4 Version of Chatbot ChatGPT&lt;\/a&gt;&amp;#160;\u00bb, &lt;em&gt;The Wall Street Journal&lt;\/em&gt;, 15 mars 2023.'><sup>5<\/sup><\/a><\/span>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Mardi 14 mars, l&rsquo;entreprise am\u00e9ricaine OpenAI a annonc\u00e9 le lancement de GPT-4, une nouvelle version du mod\u00e8le de langage utilis\u00e9e par l\u2019agent conversationnel d\u2019intelligence artificielle Chat GPT.<\/p>\n","protected":false},"author":2622,"featured_media":179831,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"templates\/post-briefings.php","format":"standard","meta":{"_acf_changed":false,"_trash_the_other_posts":false,"footnotes":""},"categories":[1729],"tags":[],"geo":[2163],"person":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>De quoi est capable GPT-4 ? 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