Building Applications with Large Language Models

Building Applications with Large Language Models

Techniques, Implementation, and Applications

Singh, Bhawna

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

12/2024

282

Mole

9798868805684

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Chapter 1: Introduction to Large Language Models.- Chapter 2: Understanding Foundation Models.- Chapter 3: Adapt with Fine-tuning.- Chapter 4: The Magic of Prompt Engineering.- Chapter 5: Stop Hallucination with RAG.- Chapter 6: Evaluation of LLM.- Chapter 7: Tools and Frameworks for Development.- Chapter 8: Run in Production.-Chapter 9: The Ethical Dilemma.- Chapter 10: Future of AI.
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Artificial Intelligence;Machine Learning;Natural Language Processing;Python;Large Language Models;LoRA;Prompt Engineering