{"id":211597,"date":"2023-09-28T07:30:00","date_gmt":"2023-09-28T07:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=211597"},"modified":"2023-11-09T13:42:40","modified_gmt":"2023-11-09T13:42:40","slug":"hugging-face-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/hugging-face-tout-savoir","title":{"rendered":"Hugging Face \ud83e\udd17 : Tout ce qu&rsquo;il faut savoir sur cette startup IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"211597\" class=\"elementor elementor-211597\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8d74a78 e-flex e-con-boxed e-con\" data-id=\"8d74a78\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e1317da elementor-widget elementor-widget-heading\" data-id=\"e1317da\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Hugging Face est une entreprise fournissant des biblioth\u00e8ques open source contenant des mod\u00e8les pr\u00e9-form\u00e9s. Sp\u00e9cialis\u00e9 dans le machine learning, Hugging Face a su d\u00e9velopper son activit\u00e9 avec plusieurs produits innovants bas\u00e9s sur l\u2019IA. Aujourd\u2019hui, l\u2019entreprise entend devenir le \"GitHub du machine learning\".<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d849455 e-flex e-con-boxed e-con\" data-id=\"d849455\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c512e5 elementor-widget elementor-widget-heading\" data-id=\"6c512e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce que Hugging Face ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96b7c2b elementor-widget elementor-widget-text-editor\" data-id=\"96b7c2b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Hugging Face est une startup fran\u00e7aise cr\u00e9\u00e9e en 2015 par Julien Chaumond et Cl\u00e9ment Delangue. Leur objectif : <\/span><b>rendre l\u2019intelligence artificielle accessible \u00e0 tous.<\/b><\/p><p><span style=\"font-weight: 400;\">Pour cela, Hugging Face propose <\/span><b>une librairie NLP <\/b><span style=\"font-weight: 400;\">(<a href=\"https:\/\/datascientest.com\/introduction-au-nlp-natural-language-processing\">Natural language Processing<\/a>) open-source. C\u2019est-\u00e0-dire qu\u2019ils offrent \u00e0 leurs clients une API facilitant l\u2019acc\u00e8s \u00e0 des mod\u00e8les pr\u00e9-entra\u00een\u00e9s. Comme ces mod\u00e8les de machine learning sont d\u00e9j\u00e0 entra\u00een\u00e9s, leur apprentissage et exp\u00e9rimentation sont simplifi\u00e9s. En prime, ils proposent aussi des outils pour la gestion des donn\u00e9es et des mod\u00e8les existants, le d\u00e9veloppement et l&rsquo;entra\u00eenement de nouveaux mod\u00e8les.<\/span><\/p><p><span style=\"font-weight: 400;\">Depuis ses d\u00e9buts, l\u2019entreprise conna\u00eet une croissance exponentielle et est <\/span><b>en voie de devenir l\u2019un des r\u00e9f\u00e9rents dans le secteur de l\u2019intelligence artificielle<\/b><span style=\"font-weight: 400;\">. En 2020, elle a d\u2019ailleurs \u00e9t\u00e9 nomm\u00e9e comme \u00e9tant l\u2019une des entreprises les plus innovantes au monde par MIT Technology Review.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cdbbb20 e-flex e-con-boxed e-con\" data-id=\"cdbbb20\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e255b7 elementor-widget elementor-widget-heading\" data-id=\"4e255b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles sont les solutions de Hugging Face ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8518e8 elementor-widget elementor-widget-text-editor\" data-id=\"f8518e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Au fil des ann\u00e9es, Hugging Face a su d\u00e9velopper une gamme de produits innovante bas\u00e9e sur l\u2019IA. D\u00e9couvrez les principaux. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-956d93f elementor-widget elementor-widget-image\" data-id=\"956d93f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face1.png\" class=\"attachment-full size-full wp-image-211603\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face1.png 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face1-300x167.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face1-768x427.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f94d9b2 elementor-widget elementor-widget-heading\" data-id=\"f94d9b2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">La biblioth\u00e8que Transformers<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11752e9 elementor-widget elementor-widget-text-editor\" data-id=\"11752e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pour aider sa communaut\u00e9 \u00e0 g\u00e9rer et d\u00e9velopper ses mod\u00e8les de Machine Learning, Hugging Face propose plusieurs librairies open source. La plus connue \u00e9tant <\/span><b>Transformers, une biblioth\u00e8que con\u00e7ue pour entra\u00eener et d\u00e9ployer des mod\u00e8les NLP bas\u00e9s sur <a href=\"https:\/\/datascientest.com\/formation-langage-python\">Python<\/a>.<span style=\"font-weight: 400;\"> Ils peuvent alors r\u00e9aliser une vari\u00e9t\u00e9 de t\u00e2ches relatives au traitement du langage naturel, comme la classification, la g\u00e9n\u00e9ration de texte, la d\u00e9tection d&rsquo;entit\u00e9s nomm\u00e9es, l\u2019extraction d\u2019informations, la r\u00e9ponse aux questions\u2026<\/span><\/b><\/p><p><span style=\"font-weight: 400;\">Pour r\u00e9aliser toutes ces t\u00e2ches, <\/span><b>Tranformers fonctionne gr\u00e2ce \u00e0 l&rsquo;entra\u00eenement \u00e0 l\u2019inf\u00e9rence.\u00a0<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L&rsquo;entra\u00eenement est la m\u00e9thode traditionnellement utilis\u00e9e en machine learning. Il suffit de pr\u00e9senter des donn\u00e9es \u00e9tiquet\u00e9es pour que le mod\u00e8le se forme progressivement. Ses performances augmentent ainsi \u00e0 mesure qu\u2019il s&rsquo;entra\u00eene.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">De son c\u00f4t\u00e9, l\u2019inf\u00e9rence permet de concevoir des mod\u00e8les beaucoup plus avanc\u00e9s, puisqu\u2019ils s&rsquo;entra\u00eenent \u00e0 travers des informations non \u00e9tiquet\u00e9es. Chaque mod\u00e8le va apprendre par lui-m\u00eame (toujours sur la base de r\u00e9f\u00e9rences apprises en amont).<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48ca532 elementor-widget elementor-widget-heading\" data-id=\"48ca532\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Les autres biblioth\u00e8ques<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28cfb40 elementor-widget elementor-widget-text-editor\" data-id=\"28cfb40\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En plus de Transformers, Hugging Face propose aussi sa<\/span><b> biblioth\u00e8que Datasets <\/b><span style=\"font-weight: 400;\">permettant d\u2019acc\u00e9der \u00e0 plus de 100 jeux de donn\u00e9es NLP.\u00a0 Ou encore <\/span><b>Tokenizers <\/b><span style=\"font-weight: 400;\">qui tokenize plus de 40 langues.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\"><strong>Bon \u00e0 savoir<\/strong><\/span> : en parall\u00e8le, Hugging Face propose une formation en NLP. Les utilisateurs peuvent alors se former gr\u00e2ce \u00e0 toutes ces biblioth\u00e8ques disponibles.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c4ab63 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"4c4ab63\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se former en Data Science<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fc2544 elementor-widget elementor-widget-heading\" data-id=\"0fc2544\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Accelerate<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff174c6 elementor-widget elementor-widget-text-editor\" data-id=\"ff174c6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Il s\u2019agit d\u2019une API permettant aux d\u00e9veloppeurs et data scientists d<\/span><b>\u2019ex\u00e9cuter leurs scripts et de coder leurs propres boucles d\u2019entra\u00eenement<\/b><span style=\"font-weight: 400;\">. Et ce, dans diff\u00e9rents types de configuration.<\/span><\/p><p><span style=\"font-weight: 400;\">Et pour faciliter l\u2019apprentissage du NLP, Hugging Face propose aussi \u00e0 ses utilisateurs un outil CLI permettant de configurer et de tester rapidement les <a href=\"https:\/\/datascientest.com\/daniel-peux-tu-me-parler-des-environnements-virtuels-sur-python\">environnements d&rsquo;entra\u00eenement<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3a7c0c elementor-widget elementor-widget-heading\" data-id=\"a3a7c0c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Spaces<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd8439a elementor-widget elementor-widget-text-editor\" data-id=\"dd8439a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Hugging Face s\u2019\u00e9tant d\u00e9velopp\u00e9 dans une v\u00e9ritable strat\u00e9gie communautaire, elle propose aussi<\/span><b> l\u2019h\u00e9bergement de mod\u00e8les.<\/b><span style=\"font-weight: 400;\"> Plus pr\u00e9cis\u00e9ment, une zone d\u2019\u00e9change o\u00f9 les membres de la communaut\u00e9 partagent leurs applications de Machine Learning.<\/span><\/p><p><span style=\"font-weight: 400;\">Ils peuvent alors cr\u00e9er directement leurs apps avec Hugging Face. Et gr\u00e2ce au contr\u00f4le des versions, la collaboration est simplifi\u00e9e pour concevoir des mod\u00e8les ML encore plus performants et innovants.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-930b18b elementor-widget elementor-widget-heading\" data-id=\"930b18b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Les chatbots<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b0cff2 elementor-widget elementor-widget-text-editor\" data-id=\"4b0cff2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Hugging Face s\u2019est d\u2019abord <\/span><b>fait conna\u00eetre \u00e0 travers ses applications de chatbot. <\/b><span style=\"font-weight: 400;\">Il convient donc de les mentionner, m\u00eame s\u2019il ne s\u2019agit plus de leur c\u0153ur de m\u00e9tier. Ces derni\u00e8res ont \u00e9t\u00e9 d\u00e9velopp\u00e9es gr\u00e2ce au mod\u00e8le de traitement du langage naturel de l\u2019entreprise (<i>Hierarchical Multi-Task Learning<\/i> &#8211; HMTL). Parmi les applications disponibles, on retrouve <i>Chatty&gt;<\/i>, <i>Talking Dog<\/i>, <i>Talking Egg<\/i> ou encore <i>Boloss<\/i>.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 l\u2019origine, il s\u2019agissait surtout de chatbots pour adolescents. Mais progressivement, Hugging Face s\u2019est d\u00e9velopp\u00e9 jusqu\u2019\u00e0 devenir une r\u00e9f\u00e9rence dans le domaine du Machine Learning.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31dd953 elementor-widget elementor-widget-image\" data-id=\"31dd953\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face2.png\" class=\"attachment-full size-full wp-image-211604\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face2.png 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face2-300x167.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face2-768x427.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0696fe1 e-flex e-con-boxed e-con\" data-id=\"0696fe1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2ac464 elementor-widget elementor-widget-heading\" data-id=\"d2ac464\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quel avenir pour Hugging Face ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20a57d1 elementor-widget elementor-widget-text-editor\" data-id=\"20a57d1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si Hugging a commenc\u00e9 comme \u00e9tant un simple chatbot pour adolescent, leur ambition va aujourd\u2019hui bien plus loin.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Et pour cause, depuis leur cr\u00e9ation, ils multiplient les lev\u00e9es de fonds.\u00a0<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e8s 2017, ils l\u00e8vent 1,2 million de dollars en pr\u00e9-seed ;\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">En 2018, c\u2019est 4 millions en seed ;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">En 2019, Hugging Face l\u00e8ve 15 millions de dollars de financement pour une s\u00e9rie A ;\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">En 2021, ils passent \u00e0 40 millions pour une s\u00e9rie B, puis 100 millions pour une s\u00e9rie C.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c486840 elementor-widget elementor-widget-text-editor\" data-id=\"c486840\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Mais alors pourquoi faire ? <\/span><b>Devenir le \u00ab\u00a0GitHub du Machine Learning\u00a0\u00bb <\/b><span style=\"font-weight: 400;\">et d\u00e9mocratiser l\u2019intelligence artificielle.\u00a0 Et le moins que l\u2019on puisse dire, c\u2019est que la mission est r\u00e9ussie. D\u2019une part, la startup fran\u00e7aise est d\u00e9j\u00e0 utilis\u00e9e par les grands noms de la tech, tels que les \u00e9quipes de Google, Meta, Microsoft ou encore Intel. Ce qui prouve qu\u2019elle fait d\u2019ores et d\u00e9j\u00e0 figure de r\u00e9f\u00e9rence.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">D\u2019autre part,<\/span><b> Hugging Face et <a href=\"https:\/\/datascientest.com\/amazon-web-services-tout-savoir\">Amazon Web Service<\/a> ont annonc\u00e9 leur partenariat <\/b><span style=\"font-weight: 400;\">en f\u00e9vrier 2023. L\u2019objectif \u00e9tant d\u2019\u201c<\/span><i><span style=\"font-weight: 400;\">acc\u00e9l\u00e9rer la disponibilit\u00e9 des mod\u00e8les nouvelle g\u00e9n\u00e9ration de Machine Learning, en les rendant plus accessibles \u00e0 la communaut\u00e9 et en aidant les d\u00e9veloppeurs \u00e0 obtenir de meilleures performances \u00e0 moindre co\u00fbt\u201d.<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4df27e8 e-flex e-con-boxed e-con\" data-id=\"4df27e8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8878de4 elementor-widget elementor-widget-heading\" data-id=\"8878de4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">D\u00e9veloppez vos connaissances en ML avec DataScientest<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afe598a elementor-widget elementor-widget-text-editor\" data-id=\"afe598a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si Hugging Face entend <strong>d\u00e9mocratiser l\u2019IA<\/strong>, il n\u2019en reste pas moins que le machine learning n\u00e9cessite des comp\u00e9tences sp\u00e9cifiques. D\u2019o\u00f9 la n\u00e9cessit\u00e9 de se former. C\u2019est justement possible avec DataScientest. \u00c0 travers nos <a href=\"https:\/\/datascientest.com\/formation-data-scientist\">formations en science des donn\u00e9es<\/a> ou <a href=\"https:\/\/datascientest.com\/formation-nlp\">traitement du langage naturel<\/a>, vous d\u00e9velopperez toutes les connaissances pratiques et th\u00e9oriques pour concevoir vos propres mod\u00e8les NLP.&nbsp;<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bba1e23 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"bba1e23\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Data Science<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8510cd7 e-flex e-con-boxed e-con\" data-id=\"8510cd7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79d83ff elementor-widget elementor-widget-html\" data-id=\"79d83ff\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Hugging Face - qu\u2019est-ce que c\u2019est ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Hugging Face est une startup fran\u00e7aise cr\u00e9\u00e9e en 2015 par Julien Chaumond et Cl\u00e9ment Delangue. 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En prime, ils proposent aussi des outils pour la gestion des donn\u00e9es et des mod\u00e8les existants, le d\u00e9veloppement et l'entra\u00eenement de nouveaux mod\u00e8les.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles sont les solutions de Hugging Face ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Pour aider sa communaut\u00e9 \u00e0 g\u00e9rer et d\u00e9velopper ses mod\u00e8les de Machine Learning, Hugging Face propose plusieurs librairies open source. La plus connue \u00e9tant Transformers, une biblioth\u00e8que con\u00e7ue pour entra\u00eener et d\u00e9ployer des mod\u00e8les NLP bas\u00e9s sur Python. Ils peuvent alors r\u00e9aliser une vari\u00e9t\u00e9 de t\u00e2ches relatives au traitement du langage naturel, comme la classification, la g\u00e9n\u00e9ration de texte, la d\u00e9tection d'entit\u00e9s nomm\u00e9es, l\u2019extraction d\u2019informations, la r\u00e9ponse aux questions\u2026\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Hugging Face est une entreprise fournissant des biblioth\u00e8ques open source contenant des mod\u00e8les pr\u00e9-form\u00e9s. Sp\u00e9cialis\u00e9 dans le machine learning, Hugging Face a su d\u00e9velopper son activit\u00e9 avec plusieurs produits innovants bas\u00e9s sur l\u2019IA. Aujourd\u2019hui, l\u2019entreprise entend devenir le \u00ab\u00a0GitHub du machine learning\u00a0\u00bb. Qu\u2019est-ce que Hugging Face ? Hugging Face est une startup fran\u00e7aise cr\u00e9\u00e9e en [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":211599,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hugging Face \ud83e\udd17 : Tout ce qu&#039;il faut savoir sur cette startup IA<\/title>\n<meta name=\"description\" content=\"La startup fran\u00e7aise Hugging Face entend devenir le \u201cGitHub du Machine Learning\u201d. D\u00e9couvrez son parcours et ses solutions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/hugging-face-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hugging Face \ud83e\udd17 : Tout ce qu&#039;il faut savoir sur cette startup IA\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/hugging-face-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-28T07:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T13:42:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/hugging-face-machine-learning.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"J\u00e9r\u00e9my Robert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"J\u00e9r\u00e9my Robert\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/hugging-face-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/hugging-face-tout-savoir\",\"name\":\"Hugging Face \ud83e\udd17 : Tout ce qu'il faut savoir sur cette startup IA\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2023-09-28T07:30:00+00:00\",\"dateModified\":\"2023-11-09T13:42:40+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"description\":\"La startup fran\u00e7aise Hugging Face entend devenir le \u201cGitHub du Machine Learning\u201d. 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