LLMS IN PRODUCTION

Name: LLMS IN PRODUCTION
Brand: MANNING
SKU: 9781633437203
Price: 53.76 EUR
Availability: InStock

Autor: BROUSSEAU CHRISTOPHER

Jazyk:

Väzba: Brožovaná

Vydavateľ: MANNING

Dostupnosť: Skladom u dodávateľa

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53.76 €

Learn how to put Large Language Model-based applications into production safely and efficiently.Larg...

Informácie o knihe

Autor

BROUSSEAU CHRISTOPHER

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2024

Stránok

456

EAN

9781633437203

Enbook ID

46190751

Vydavateľ

MANNING

Hmotnosť

817

Kompletný popis

Learn how to put Large Language Model-based applications into production safely and efficiently.

Large Language Models (LLMs) are the foundation of AI tools like ChatGPT, LLAMA and Bard. This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. In LLMs in Production you will:

Grasp the fundamentals of LLMs and the technology behind them
Evaluate when to use a premade LLM and when to build your own
Efficiently scale up an ML platform to handle the needs of LLMs
Train LLM foundation models and finetune an existing LLM
Deploy LLMs to the cloud and edge devices using complex architectures like RLHF
Build applications leveraging the strengths of LLMs while mitigating their weaknesses

LLMs in Production delivers vital insights into delivering MLOps for LLMs. You''ll learn how to operationalize these powerful AI models for chatbots, coding assistants, and more. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge common pitfalls with experienced advice.

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