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Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications Audiobook, by Shreyas Subramanian Play Audiobook Sample

Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications Audiobook

Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications Audiobook, by Shreyas Subramanian Play Audiobook Sample
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Read By: Daniel Henning Publisher: Ascent Audio Listen Time: at 1.0x Speed 7.83 hours at 1.5x Speed 5.88 hours at 2.0x Speed Release Date: November 2024 Format: Unabridged Audiobook ISBN: 9781663749284

Quick Stats About this Audiobook

Total Audiobook Chapters:

16

Longest Chapter Length:

58:26 minutes

Shortest Chapter Length:

28:16 minutes

Average Chapter Length:

43:51 minutes

Audiobooks by this Author:

1

Publisher Description

In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine-tuning.

The author sheds light on techniques for optimizing inference, like model quantization and pruning, as well as different and affordable architectures for typical generative AI (GenAI) applications, including search systems, agent assists, and autonomous agents. You'll also find:

● Effective strategies to address the challenge of the high computational cost associated with LLMs

● Assistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques

● Selection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models

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About Daniel Henning

Pete Simonelli is a writer, audiobook narrator, and vocalist for the band Enablers.