{"id":202629,"date":"2023-06-06T15:00:00","date_gmt":"2023-06-06T15:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=202629"},"modified":"2023-06-06T13:38:58","modified_gmt":"2023-06-06T13:38:58","slug":"le-nouveau-champion-du-llm-open-source-falcon","status":"publish","type":"post","link":"https:\/\/datascientest.com\/le-nouveau-champion-du-llm-open-source-falcon","title":{"rendered":"Le nouveau champion du LLM open source, Falcon"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"202629\" class=\"elementor elementor-202629\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-586ecb2 e-flex e-con-boxed e-con\" data-id=\"586ecb2\" 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-cc88ca8 elementor-widget elementor-widget-heading\" data-id=\"cc88ca8\" 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\">Dans la communaut\u00e9 open source, LLaMA a eu l\u2019effet d\u2019un bond technologique, ce qui a donn\u00e9 acc\u00e8s aux d\u00e9veloppeurs ind\u00e9pendants \u00e0 un grand mod\u00e8le de langage de niveau GPT. Aujourd\u2019hui, l\u2019Institut d\u2019Innovation et de Technologie (IIT) d\u2019Abu Dhabi d\u00e9voile Falcon, un LLM open source plus performant que LLaMA.<\/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-8ed07f1 e-flex e-con-boxed e-con\" data-id=\"8ed07f1\" 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-37d054e elementor-widget elementor-widget-heading\" data-id=\"37d054e\" 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\">En quoi consiste Falcon ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7d4344 elementor-widget elementor-widget-text-editor\" data-id=\"e7d4344\" 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;\">Falcon est pr\u00e9sent\u00e9 comme <\/span><a href=\"https:\/\/datascientest.com\/large-language-models-tout-savoir\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">le mod\u00e8le linguistique le plus puissant<\/span><\/a><span style=\"font-weight: 400;\"> \u00e0 ce jour, avec trois variantes possibles : <\/span><b>Falcon 1B, 7B et 40B<\/b><span style=\"font-weight: 400;\">. Plus petit que LLaMA avec <\/span><b>40 milliards<\/b><span style=\"font-weight: 400;\"> de param\u00e8tres contre 65, il reste n\u00e9anmoins plus performant que ce dernier. Selon les crit\u00e8res d\u2019\u00e9valuation de <\/span><b>Hugging Face<\/b><span style=\"font-weight: 400;\"> (IA2 Reasoning Challenge, HellaSwag, MMLU et TruthfulQA), Falcon 40B Instruct, une variante de Falcon, et Falcon 40B sont plus puissants que LLaMA en mati\u00e8re de performances.<\/span><\/p><p><span style=\"font-weight: 400;\">Ce mod\u00e8le est <\/span><b>multilingue<\/b><span style=\"font-weight: 400;\">, il comprend l&rsquo;anglais, l&rsquo;allemand, l&rsquo;espagnol et le fran\u00e7ais et a aussi des notions de n\u00e9erlandais, d&rsquo;italien, de roumain, de portugais, de tch\u00e8que, de polonais et de su\u00e9dois.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour arriver \u00e0 ce r\u00e9sultat, l\u2019IIT a utilis\u00e9 <\/span><a href=\"https:\/\/datascientest.com\/dataset-definition\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">un dataset de 1 000 milliards de tokens<\/span><\/a><span style=\"font-weight: 400;\"> ainsi qu\u2019<\/span><b>un pipeline<\/b><span style=\"font-weight: 400;\"> capable d\u2019extraire un contenu v\u00e9rifi\u00e9 pour s\u2019assurer de la qualit\u00e9 des r\u00e9ponses de Falcon. Ce dataset <\/span><a href=\"https:\/\/huggingface.co\/datasets\/tiiuae\/falcon-refinedweb\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201crefined-web\u201d<\/span><\/a><span style=\"font-weight: 400;\"> est d\u2019ailleurs lui aussi <\/span><b>open source<\/b><span style=\"font-weight: 400;\">, on peut alors entra\u00eener les mod\u00e8les d\u2019IA et obtenir des programmes aussi puissants, <\/span><b>voire sup\u00e9rieurs<\/b><span style=\"font-weight: 400;\"> \u00e0 ce qui se fait actuellement.<\/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-6896a6b elementor-widget elementor-widget-image\" data-id=\"6896a6b\" 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=\"800\" height=\"800\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-1024x1024.jpg\" class=\"attachment-large size-large wp-image-202631\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-1024x1024.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-300x300.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-150x150.jpg 150w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-768x768.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103-1536x1536.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/4944103.jpg 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-65f40f1 e-flex e-con-boxed e-con\" data-id=\"65f40f1\" 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-f9d7c8c elementor-widget elementor-widget-heading\" data-id=\"f9d7c8c\" 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\">Quelle sera son utilit\u00e9 ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0243173 elementor-widget elementor-widget-text-editor\" data-id=\"0243173\" 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;\">Contrairement \u00e0 son pr\u00e9d\u00e9cesseur, les d\u00e9veloppeurs pourront utiliser <\/span><a href=\"https:\/\/huggingface.co\/spaces\/HuggingFaceH4\/open_llm_leaderboard\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Falcon<\/span><\/a><span style=\"font-weight: 400;\"> dans <\/span><b>des int\u00e9r\u00eats commerciaux<\/b><span style=\"font-weight: 400;\">. Malgr\u00e9 le fait que LLaMA soit open source, ces weights restent n\u00e9anmoins priv\u00e9s pour Meta, ce qui limite sa commercialisation. C\u2019est pourquoi les mod\u00e8les de Falcon, qui utilisent <\/span><b>une version modifi\u00e9e d\u2019Apache 2.0<\/b><span style=\"font-weight: 400;\">, pourront \u00eatre modifi\u00e9s selon les besoins de son utilisateur.<\/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-570d275 elementor-widget elementor-widget-image\" data-id=\"570d275\" 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=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-202632\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash-1536x1024.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/06\/kaleidico-3V8xo5Gbusk-unsplash.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-aaf609f elementor-widget elementor-widget-text-editor\" data-id=\"aaf609f\" 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;\">Les d\u00e9veloppeurs qui ont ainsi suivi <\/span><b>une formation<\/b><span style=\"font-weight: 400;\"> pour concevoir de nouvelles intelligences artificielles pourront alors se servir de Falcon pour cr\u00e9er <\/span><b>une g\u00e9n\u00e9ration d\u2019IA encore plus performantes<\/b><span style=\"font-weight: 400;\">. Malgr\u00e9 un investissement massif des grandes entreprises dans l\u2019intelligence artificielle, certains t\u00e9moignages ont montr\u00e9 que <\/span><a href=\"https:\/\/datascientest.com\/google-et-openai-en-retard-face-a-ce-leader-de-lintelligence-artificielle\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">la communaut\u00e9 open source les avait d\u00e9pass\u00e9s depuis longtemps<\/span><\/a><span style=\"font-weight: 400;\">. C\u2019est pourquoi si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : huggingface.co<\/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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Dans la communaut\u00e9 open source, LLaMA a eu l\u2019effet d\u2019un bond technologique, ce qui a donn\u00e9 acc\u00e8s aux d\u00e9veloppeurs ind\u00e9pendants \u00e0 un grand mod\u00e8le de langage de niveau GPT. Aujourd\u2019hui, l\u2019Institut d\u2019Innovation et de Technologie (IIT) d\u2019Abu Dhabi d\u00e9voile Falcon, un LLM open source plus performant que LLaMA. En quoi consiste Falcon ? Falcon est [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":202630,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"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>Le nouveau champion du LLM open source, Falcon<\/title>\n<meta name=\"description\" content=\"L\u2019Institut d\u2019Innovation et de Technologie (IIT) d\u2019Abu Dhabi d\u00e9voile Falcon, un LLM open source plus performant que LLaMA\" \/>\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\/le-nouveau-champion-du-llm-open-source-falcon\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" 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