Large Language Models Projects : Apply and Implement Strategies for Large Language Models

Large Language Models Projects Apply and Implement Strategies for Large Language Models

This book offers you a hands-on experience using models from OpenAI, and the Hugging Face library. You will use various tools and work on small projects, gradually applying the new knowledge you gain. The book is divided into three parts. Part one covers techniques and libraries. Here, you'll e...

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Detalles Bibliográficos
Otros Autores: Martra, Pere, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: New York, NY : Apress [2024]
Edición:First edition
Materias:
Natural language processing (Computer science)
Machine learning.
Artificial intelligence.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009850432106719
Tabla de Contenidos:
  • Part I: Techniques and Libraries
  • Chapter 1. Introduction to Large Language Models with OpenAI
  • Chapter 2: Vector Databases and LLMs
  • Chapter 3: LangChain & Agents
  • Chapter 4: Evaluating Models
  • Chapter 5: Fine-Tuning Models
  • Part II: Projects
  • Chapter 6: Natural Language to SQL
  • Chapter 7: Creating and Publishing Your Own LLM
  • Part III: Enterprise solutions
  • Chapter 8: Architecting an NL2SQL Project for Immense Enterprise Databases
  • Chapter 9: Transforming Banks with Customer Embeddings.

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