Hands on large language models

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AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. With this book, Python developers will learn the practical tools and concepts they need to use these capabilities today.

You'll learn how to use the power of pre-trained large language models for use cases like copywriting and summarization; create semantic search systems that go beyond keyword matching; build systems that classify and cluster text to enable scalable understanding of large amounts of text documents; and use existing libraries and pre-trained models for text classification, search, and clusterings.

This book also shows you how to:

Build advanced LLM pipelines to cluster text documents and explore the topics they belong to Build semantic search engines that go beyond keyword search with methods like dense retrieval and rerankers Learn various use cases where these models can provide value Understand the architecture of underlying Transformer models like BERT and GPT Get a deeper understanding of how LLMs are trained Understanding how different methods of fine-tuning optimize LLMs for specific applications (generative model fine-tuning, contrastive fine-tuning, in-context learning, etc.)

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Hands-On Large Language Models: Language Understanding and Generation

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Understanding Large Language Models

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this book will teach you the underlying concepts of large language models llms as well as the technologies associated with them the book starts with an introduction to the rise of conversational ais such as chatgpt and how they are related to the broader spectrum of large language models from Direct beschikbaar .. MEER INFO

Large Language Models: A Deep Dive

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Large language models llms have emerged as a cornerstone technology transforming how we interact with information and redefining the boundaries of artificial intelligence llms offer an unprecedented ability to understand generate and interact with human language in an intuitive and insightful 2 - 3 weken .. MEER INFO

Taal: en

Bindwijze: E-book

Oorspronkelijke releasedatum: 11 september 2024

Ebook Formaat: Epub zonder kopieerbeveiliging (DRM)

Hoofdauteur: Jay Alammar

Tweede Auteur: Maarten Grootendorst

Hoofduitgeverij: O'Reilly Media

Lees dit ebook op: Desktop (Mac en Windows)

Lees dit ebook op: Kobo e-reader

Lees dit ebook op: Android (smartphone en tablet)

Lees dit ebook op: iOS (smartphone en tablet)

Lees dit ebook op: Windows (smartphone en tablet)

Editie: 1

Studieboek: Nee

EAN: 9781098150921

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