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Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG

“This is the most comprehensive textbook to date on building LLM applications - all essential topics in an AI Engineer's toolkit."
- Jerry Liu, Co-founder and CEO of LlamaIndex

TL;DR
With amazing feedback from industry leaders, this book is an end-to-end resource for anyone looking to enhance their skills or dive into the world of AI and develop their understanding of Generative AI and Large Language Models (LLMs). It explores various methods to adapt "foundational" LLMs to specific use cases with enhanced accuracy, reliability, and scalability. Written by over 10 people on our Team at Towards AI and curated by experts from Activeloop, LlamaIndex, Mila, and more, it is a roadmap to the tech stack of the future.

Detalles del producto
ASIN : B0D4FFPFW8
Editorial : Independently published (21 mayo 2024)
Idioma : Inglés
Tapa blanda : 475 páginas
ISBN-13 : 979-8324731472
Peso del producto : 839 g
Dimensiones : 18.9 x 2.72 x 24.61 cm
Clasificación en los más vendidos de Amazon: nº24 en Redes y administración de sistemas informáticos (Libros)
nº74 en Programación y desarrollo de software (Libros)
nº3.035 en Libros en inglés
Opiniones de los clientes: 4,4
30 valoraciones

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Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG

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Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG

Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG

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