![Building, Training and Hardware for LLM AI : A Comprehensive Guide to Large Language Model Development, Training, and Hardware Infrastructure - Et Tu Code](https://cdn.kobo.com/book-images/Images/d4b0b0d2-5e5e-4d8f-ac3d-77f29166fafd/300/300/False/image.jpg)
Building, Training and Hardware for LLM AI
A Comprehensive Guide to Large Language Model Development, Training, and Hardware Infrastructure
Author: Et Tu Code
Narrated by: Helen Green
At a Glance
Digital Audiobook
11:06.24
Published: 8th June 2024
Digital Audiobook
$5.99
Instant Digital Delivery to your Booktopia Reader App
Building, Training, and Hardware for LLM AI is your comprehensive guide to mastering the development, training, and hardware infrastructure essential for Large Language Model (LLM) projects. With a focus on practical insights and step-by-step instructions, this eBook equips you with the knowledge to navigate the complexities of LLM development and deployment effectively.
Starting with an introduction to Language Model Development and the Basics of Natural Language Processing (NLP), you'll gain a solid foundation before delving into the critical decision-making process of Choosing the Right Framework and Architecture. Learn how to Collect and Preprocess Data effectively, ensuring your model's accuracy and efficiency from the outset.
Model Architecture Design and Evaluation Metrics are explored in detail, providing you with the tools to create robust models and validate their performance accurately. Throughout the journey, you'll also address ethical considerations and bias, optimizing performance and efficiency while ensuring fair and responsible AI deployment.
Explore the landscape of Popular Large Language Models, integrating them with applications seamlessly and continuously improving their functionality and interpretability. Real-world Case Studies and Project Examples offer invaluable insights into overcoming challenges and leveraging LLMs for various use cases.
The book doesn't stop at software; it provides an in-depth exploration of Hardware for LLM AI. From understanding the components to optimizing hardware for maximum efficiency, you'll learn how to create on-premises or cloud infrastructure tailored to your LLM needs.
Whether you're a seasoned developer or a newcomer to the field, "Building, Training, and Hardware for LLM AI" empowers you to navigate the complexities of LLM development with confidence, setting you on the path to success in the exciting world of large language models.
on
ISBN: 9798882464560
Published: 8th June 2024
Format: Digital Audiobook
Language: English
Publisher: Et Tu Code
Duration: 11:06.24
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