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Grandes Modelos de Lenguaje: Una GuÃa Práctica (Spanish Edition): Comprensión Y Generación del Lenguaje
Paperback
ISBN13: 9781098180119
Publisher: O'Reilly Media
Published: Aug 15 2026
Pages: 452
Weight: 1.57
Height: 0.91 Width: 7.00 Depth: 9.19
Language: Spanish
La IA ha adquirido nuevas y sorprendentes capacidades lingüÃsticas en los últimos años. Impulsados por los rápidos avances en Deep Learning, los sistemas de IA lingüÃstica son capaces de escribir y comprender textos mejor que nunca. Esta tendencia está dando lugar a nuevas funciones, productos e industrias enteras. A través de la naturaleza visualmente educativa de este libro, los lectores aprenderán herramientas prácticas y conceptos que necesitan para utilizar estas capacidades hoy en dÃa.
Aprenderás a utilizar modelos de lenguaje de gran tamaño previamente entrenados para casos de uso como la redacción publicitaria y la sÃntesis; a crear sistemas de búsqueda semántica que van más allá de la coincidencia de palabras clave; y a utilizar bibliotecas existentes y modelos previamente entrenados para la clasificación, búsqueda y agrupación de textos. Este libro también te ayuda a:
Comprender la arquitectura de los modelos de lenguaje Transformer que destacan en la generación y representación de texto.
- Comprender la arquitectura de los modelos de lenguaje Transformer que destacan en la generación y representación de texto.
- Construir canalizaciones avanzadas de LLM para agrupar documentos de texto y explorar los temas que tratan.
- Construir motores de búsqueda semántica que vayan más allá de la búsqueda por palabras clave, utilizando métodos como la recuperación densa y los reordenadores.
- Explora cómo se pueden utilizar los modelos generativos, desde la ingenierÃa de prompts hasta la generación aumentada por recuperación.
- Obtén una comprensión más profunda de cómo entrenar LLMs y optimizarlos para aplicaciones especÃficas utilizando el ajuste fino de modelos generativos, el ajuste fino contrastivo y el aprendizaje en contexto.
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