{"id":7168,"date":"2025-01-13T18:21:20","date_gmt":"2025-01-13T18:21:20","guid":{"rendered":"https:\/\/www.iagt.es\/?p=7168"},"modified":"2025-11-17T13:41:18","modified_gmt":"2025-11-17T12:41:18","slug":"aproximacion-teorica-a-la-creacion-de-una-ia-generativa-personalizada","status":"publish","type":"post","link":"https:\/\/iagt25.dev-ecomm.com\/es\/aproximacion-teorica-a-la-creacion-de-una-ia-generativa-personalizada\/","title":{"rendered":"Aproximaci\u00f3n te\u00f3rica a la creaci\u00f3n de una IA generativa personalizada\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">En IAGT nos gusta explorar los l\u00edmites de la innovaci\u00f3n, y en nuestra \u00faltima sesi\u00f3n de formaci\u00f3n interna tuvimos la suerte de disfrutar de una presentaci\u00f3n exclusiva: el proyecto fin de m\u00e1ster de <strong>Juan Carlos G\u00f3mez<\/strong>, nuestro responsable de Python y AWS. Un estudio apasionante sobre c\u00f3mo dise\u00f1ar una <strong>IA generativa personalizada<\/strong> que no solo sea capaz de generar c\u00f3digo en Python, sino tambi\u00e9n de procesar entradas y validar su aplicabilidad. \u00a1Te contamos los puntos m\u00e1s destacados!\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfPor qu\u00e9 personalizar una IA generativa?<\/strong>\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Todos hemos probado herramientas como <strong>GitHub Copilot<\/strong>, <strong>ChatGPT<\/strong> o <strong>Google Gemini<\/strong>, que han revolucionado la manera de programar, permitiendo ahorrar tiempo, evitar errores y optimizar procesos. Pero, \u00bfqu\u00e9 ocurre cuando necesitamos una soluci\u00f3n espec\u00edfica? Por ejemplo, soporte para lenguajes no incluidos en los modelos existentes o funcionalidades completamente adaptadas a nuestras necesidades. Ah\u00ed es donde entra en juego la posibilidad de crear un sistema propio.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El estudio de Juan Carlos se centra precisamente en esto: <strong>entender y desarrollar los pasos necesarios para construir una IA generativa desde cero o adaptando un modelo preexistente a trav\u00e9s de t\u00e9cnicas como el fine-tuning<\/strong>.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Pilares del desarrollo<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>1. Selecci\u00f3n de arquitectura<\/em><\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El proyecto explora diferentes tipos de redes neuronales que han marcado hitos en la IA generativa:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LSTM (Memoria a Corto Plazo)<\/strong>: \u00fatil pero con grandes requisitos de datos y capacidad de c\u00f3mputo.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Transformers (2017)<\/strong>: base de los modelos m\u00e1s avanzados como GPT.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fine-tuning<\/strong> de modelos existentes como <strong>Meta Llama 3<\/strong>: permite personalizar la IA para dominios espec\u00edficos.\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>2. Dataset y entrenamiento<\/em><\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El acceso a datos de calidad es cr\u00edtico. Se utilizaron recursos como <strong>BigCode<\/strong>, un dataset comunitario con m\u00e1s de 6,4 TB de c\u00f3digo abierto. Adem\u00e1s, se realiz\u00f3 un an\u00e1lisis exhaustivo para seleccionar datos actualizados y relevantes para Python.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>3. Procesamiento del lenguaje<\/em><\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para validar las entradas y garantizar que el modelo solo procese datos \u00fatiles, se usaron herramientas como <strong>SpaCy<\/strong>, que permiten vectorizar textos, eliminar ruido y calcular similitudes con un corpus predefinido.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Resultados destacados<\/strong>&nbsp;<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Desarrollo desde cero<\/strong>: Se utilizaron arquitecturas como LSTM y se concluy\u00f3 que requer\u00eda una alta demanda de recursos.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fine-tuning de Meta Llama 3<\/strong>: Aunque no permite uso comercial, fue ideal para demostrar el potencial del modelo personalizado.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Validaci\u00f3n de entradas<\/strong>: Se implement\u00f3 un sistema que garantiza que solo las entradas v\u00e1lidas sean procesadas, ahorrando tiempo y consumo de recursos.\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Aplicaciones pr\u00e1cticas<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Este proyecto abre la puerta a m\u00faltiples posibilidades:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Asistentes virtuales personalizados<\/strong>: adaptados a sectores concretos.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Traducci\u00f3n de c\u00f3digo<\/strong> a lenguajes no soportados actualmente.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Procesamiento de lenguaje natural<\/strong>: aplicar restricciones para evitar malgasto de recursos.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Generadores de documentaci\u00f3n<\/strong> automatizados.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Auto-completado de c\u00f3digo<\/strong> espec\u00edfico para un proyecto.\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusiones y futuro<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La investigaci\u00f3n demuestra que, aunque el desarrollo de una IA generativa desde cero requiere una infraestructura robusta, el fine-tuning de modelos existentes es una soluci\u00f3n pr\u00e1ctica, eficiente y completamente personalizable.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2025 ser\u00e1 clave en IAGT donde llevaremos m\u00e1s all\u00e1 la aplicaci\u00f3n de IA generativa, no solo para uso interno, sino tambi\u00e9n para el desarrollo de productos avanzados para nuestros clientes.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00bfQuieres saber m\u00e1s? \u00a1Sigue atento a nuestras publicaciones!<\/strong>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>En IAGT nos gusta explorar los l\u00edmites de la innovaci\u00f3n, y en nuestra \u00faltima sesi\u00f3n de formaci\u00f3n interna tuvimos la suerte de disfrutar de una presentaci\u00f3n exclusiva: el proyecto fin de m\u00e1ster de Juan Carlos G\u00f3mez, nuestro responsable de Python y AWS. Un estudio apasionante sobre c\u00f3mo dise\u00f1ar una IA generativa personalizada que no solo [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/iagt25.dev-ecomm.com\/es\/aproximacion-teorica-a-la-creacion-de-una-ia-generativa-personalizada\/\">Read More&#8230;<span class=\"screen-reader-text\"> from Aproximaci\u00f3n te\u00f3rica a la creaci\u00f3n de una IA generativa personalizada\u00a0<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":7169,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[225,234],"tags":[],"class_list":["post-7168","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","category-iagtalk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Estudio sobre la creaci\u00f3n de una IA generativa personalizada<\/title>\n<meta name=\"description\" content=\"C\u00f3mo entender y desarrollar los pasos necesarios para construir una IA generativa personalizada para la generaci\u00f3n de c\u00f3digo Python.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Estudio sobre la creaci\u00f3n de una IA generativa personalizada\" \/>\n<meta property=\"og:description\" content=\"C\u00f3mo entender y desarrollar los pasos necesarios para construir una IA generativa personalizada para la generaci\u00f3n de c\u00f3digo Python.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/iagt25.dev-ecomm.com\/es\/aproximacion-teorica-a-la-creacion-de-una-ia-generativa-personalizada\/\" \/>\n<meta property=\"og:site_name\" content=\"iagt - 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