Hear Imagination Flourish Through Audiobook Experiences Designed for Modern Curious Audiences Worldwide
Large Language Model-Based Solutions Audiobook by Shreyas Subramanian
19 november 2024
Om avsnittet
Listen to full audiobook for free :
https://audiobookzap.com/free
Title: Large Language Model-Based Solutions
Subtitle: How to Deliver Value with Cost-Effective Generative AI Applications
Categories: Computer Science, Technology
Author: Shreyas Subramanian
Narrator: Daniel Henning
Publisher: Ascent Audio
Release date: 11-19-2024
Language: English
Summary:
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
https://audiobookzap.com/free
Title: Large Language Model-Based Solutions
Subtitle: How to Deliver Value with Cost-Effective Generative AI Applications
Categories: Computer Science, Technology
Author: Shreyas Subramanian
Narrator: Daniel Henning
Publisher: Ascent Audio
Release date: 11-19-2024
Language: English
Summary:
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
Hear Imagination Flourish Through Audiobook Experiences Designed for Modern Curious Audiences Worldwide med Vocal Volumes finns tillgänglig på flera plattformar. Informationen på denna sida kommer från offentliga podd-flöden.