{"id":555348,"date":"2026-11-04T14:41:57","date_gmt":"2026-11-04T14:41:57","guid":{"rendered":"https:\/\/www.capgemini.com\/co-es\/?post_type=research-and-insight&#038;p=555348"},"modified":"2026-11-04T14:42:14","modified_gmt":"2026-11-04T14:42:14","slug":"ajuste-del-tamano-de-los-llm-el-camino-hacia-una-ia-mas-sostenible","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/co-es\/insights\/biblioteca-de-investigacion\/ajuste-del-tamano-de-los-llm-el-camino-hacia-una-ia-mas-sostenible\/","title":{"rendered":"Ajuste del tama\u00f1o de los LLM: el camino hacia una IA m\u00e1s sostenible"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_web-banner-2026.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:49% 73%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Sustainability<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Ajuste del tama\u00f1o de los LLM: el camino hacia una IA m\u00e1s sostenible<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/06\/Rightsizing-LLMs_PoVs.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><span>Descarga el PoV<\/span><span class=\"type\">3 MB pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1226289\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1226289\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-por-que-los-modelos-optimizados-con-una-menor-huella-definiran-la-proxima-fase-de-la-ia-empresarial\" class=\"wp-block-heading\">Por qu\u00e9 los modelos optimizados con una menor huella definir\u00e1n la pr\u00f3xima fase de la IA empresarial<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00bfEst\u00e1 escalando tu estrategia de IA a costa de la sostenibilidad?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A medida que las organizaciones pasan de realizar proyectos piloto a adoptar la IA a escala empresarial, muchas se enfrentan a un mayor consumo de energ\u00eda, a una creciente demanda de infraestructura y a una mayor vigilancia regulatoria. A menudo, se implementan modelos de gran tama\u00f1o por defecto; sin embargo, estos suelen superar lo que los casos de uso realmente requieren, lo que genera costes innecesarios, una mayor complejidad y un impacto medioambiental negativo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Est\u00e1 surgiendo un enfoque distinto. En lugar de ampliar la infraestructura indefinidamente, las organizaciones l\u00edderes est\u00e1n replanteando los propios modelos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ajustar el tama\u00f1o de los grandes modelos de lenguaje (LLM) permite a las empresas reducir los requisitos de computaci\u00f3n, disminuir las emisiones y mantener un alto rendimiento. Este cambio resulta fundamental para lograr una IA sostenible y rentable a gran escala.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En este an\u00e1lisis, descubrir\u00e1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Por qu\u00e9 la econom\u00eda de la IA se vuelve insostenible a gran escala<\/li>\n\n\n\n<li>C\u00f3mo la compresi\u00f3n de modelos reduce los costes, el consumo energ\u00e9tico y la demanda de recursos<\/li>\n\n\n\n<li>Formas pr\u00e1cticas de equilibrar el rendimiento, la sostenibilidad y la soberan\u00eda de los datos<\/li>\n\n\n\n<li>C\u00f3mo Capgemini y su ecosistema hacen posible una IA eficiente y lista para su implementaci\u00f3n en entornos de producci\u00f3n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Explora el documento de an\u00e1lisis completo o contacta con los autores para empezar a desarrollar una IA sostenible a gran escala.<\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Por qu\u00e9 los modelos optimizados con una menor huella definir\u00e1n la pr\u00f3xima fase de la IA empresarial<\/p>\n","protected":false},"author":257,"featured_media":555349,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"b4e4637a-2003-4efb-8103-dd18aa78b064\",\"blogId\":\"25\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/co-es\/\",\"postLink\":\"https:\/\/www.capgemini.com\/co-es\/research-and-insight\/ajuste-del-tamano-de-los-llm-el-camino-hacia-una-ia-mas-sostenible\/\",\"postId\":555348,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"571312b6-596c-4c3c-8e70-cb6310e5e51e\",\"blogId\":\"28\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/mx-es\/\",\"postLink\":\"https:\/\/www.capgemini.com\/mx-es\/insights\/biblioteca-de-investigacion\/ajuste-del-tamano-de-los-llm-el-camino-hacia-una-ia-mas-sostenible\/\",\"postId\":568955,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"13fb4a82-0121-430f-9726-36b18bcb59f7\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/insights\/research-library\/rightsizing-llms-the-pathway-to-more-sustainable-ai\/\",\"postId\":1226289,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\",\"source\":\"cli-backfill\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":69,"primary_term":"Sustainability","featured_focal_points":""},"tags":[],"research-and-insight-type":[78],"theme":[69],"brand":[],"service":[106],"industry":[],"partners":[],"content-group":[],"class_list":["post-555348","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-point-of-view","theme-sustainability","service-sustainability"],"yoast_head":"<!-- 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