{"id":59145,"date":"2023-09-29T09:54:36","date_gmt":"2023-09-29T07:54:36","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/glossary\/large-language-model\/"},"modified":"2026-05-26T14:54:09","modified_gmt":"2026-05-26T12:54:09","slug":"large-language-model","status":"publish","type":"glosario","link":"https:\/\/www.carolinacampalans.com\/?glosario=large-language-model","title":{"rendered":"large language model"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Un modelo de lenguaje basado en una red neuronal artificial con gran cantidad de par\u00e1metros, entrenados mediante aprendizaje supervisado o aprendizaje semisupervisado.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Descripci\u00f3n<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p class=\"p1\">Un <span class=\"s1\">LLM<\/span> (por sus siglas en ingl\u00e9s, <i>Large Language Model<\/i> o <span class=\"s1\">modelo de lenguaje grande<\/span>) es un tipo de modelo de inteligencia artificial dise\u00f1ado para entender, generar y manipular lenguaje humano. Estos modelos est\u00e1n entrenados con enormes cantidades de texto para aprender patrones ling\u00fc\u00edsticos, significados, gram\u00e1tica y contexto.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Caracter\u00edsticas<\/h3><\/div><div class=\"fusion-text fusion-text-4\"><p><strong>Tama\u00f1o<\/strong><\/p>\n<ul>\n<li>Son modelos con miles de millones de par\u00e1metros (variables internas que ajustan su comportamiento), lo que les permite capturar relaciones complejas en el lenguaje.<\/li>\n<\/ul>\n<p><strong>Entrenamiento<\/strong><\/p>\n<ul>\n<li>Se entrenan con corpus extensos de texto (como libros, art\u00edculos, sitios web) mediante t\u00e9cnicas de aprendizaje profundo.<\/li>\n<\/ul>\n<p><strong>Capacidades<\/strong><\/p>\n<ul>\n<li>Generaci\u00f3n de texto coherente y contextual.<\/li>\n<li>Traducci\u00f3n autom\u00e1tica.<\/li>\n<li>Resumen de documentos.<\/li>\n<li>Respuesta a preguntas.<\/li>\n<li>Asistencia en redacci\u00f3n y codificaci\u00f3n.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Ejemplos<\/h2><\/div><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-59145-1\"><div class=\"fusion-panel panel-default panel-7644d2191443b2f97 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_7644d2191443b2f97\"><a aria-expanded=\"false\" aria-controls=\"7644d2191443b2f97\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59145-1\" data-target=\"#7644d2191443b2f97\" href=\"#7644d2191443b2f97\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">GPT<\/span><\/a><\/h3><\/div><div id=\"7644d2191443b2f97\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_7644d2191443b2f97\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Modelo desarrollado por OpenAI, como GPT-4.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-ca1938165f63dcc54 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_ca1938165f63dcc54\"><a aria-expanded=\"false\" aria-controls=\"ca1938165f63dcc54\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59145-1\" data-target=\"#ca1938165f63dcc54\" href=\"#ca1938165f63dcc54\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">LaMDA (Language Model for Dialogue Applications)<\/span><\/a><\/h3><\/div><div id=\"ca1938165f63dcc54\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_ca1938165f63dcc54\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<p>Modelo de Lenguaje para Aplicaciones de Di\u00e1logo. Modelo de Lenguaje para Aplicaciones de Di\u00e1logoUna familia de LLM conversacionales desarrollada por Google.<\/p>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-985341b3f1f3e5152 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_985341b3f1f3e5152\"><a aria-expanded=\"false\" aria-controls=\"985341b3f1f3e5152\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59145-1\" data-target=\"#985341b3f1f3e5152\" href=\"#985341b3f1f3e5152\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">LLaMA<\/span><\/a><\/h3><\/div><div id=\"985341b3f1f3e5152\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_985341b3f1f3e5152\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>LLM desarrollado por la empresa Meta.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-109ac19b39721323d fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_109ac19b39721323d\"><a aria-expanded=\"false\" aria-controls=\"109ac19b39721323d\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59145-1\" data-target=\"#109ac19b39721323d\" href=\"#109ac19b39721323d\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">PaLM<\/span><\/a><\/h3><\/div><div id=\"109ac19b39721323d\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_109ac19b39721323d\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Modelo desarrollado por Google.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-d19787c7e3b09a374 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_d19787c7e3b09a374\"><a aria-expanded=\"false\" aria-controls=\"d19787c7e3b09a374\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59145-1\" data-target=\"#d19787c7e3b09a374\" href=\"#d19787c7e3b09a374\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Claude<\/span><\/a><\/h3><\/div><div id=\"d19787c7e3b09a374\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_d19787c7e3b09a374\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>LLM de la empresa Anthropic.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:60px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#000000;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"ttr_end\"><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"template":"","meta":{"inline_featured_image":false,"_vp_format_video_url":"","_vp_image_focal_point":[]},"glosario_categoria":[7243],"glosario_tag":[7033,7014,7076,7036,7015,7134],"class_list":["post-59145","glosario","type-glosario","status-publish","hentry","glosario_categoria-tic-ia","glosario_tag-ciencias-de-la-informacion","glosario_tag-informatica","glosario_tag-innovacion-tecnologica","glosario_tag-inteligencia-artificial","glosario_tag-programacion","glosario_tag-tic"],"_links":{"self":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario\/59145","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario"}],"about":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/types\/glosario"}],"wp:attachment":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59145"}],"wp:term":[{"taxonomy":"glosario_categoria","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_categoria&post=59145"},{"taxonomy":"glosario_tag","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_tag&post=59145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}