Designing Large Language Model Applications

Description

Looking to accelerate development and build cloud native applications with AWS Cloud Development Kit? Through hands-
on projects, you’ll learn the basics of AWS CDK, the tool of choice for many of the world’s largest technology companies.

Informed by real case studies and years of work with enterprise-scale cloud architectures, this book will benefit both novice
and advanced cloud developers. It’s complete with step-by-step explanations of essential concepts, practical examples,
and self-assessment questions to help you build a shareable portfolio of completed projects, demonstrating your ability to
build cloud infrastructure at scale.
• Understand how to prepare datasets for training and fine-tuning
• Develop an intuition about the Transformer architecture and its variants
• Adapt pretrained language models to your own domain and use cases
• Learn effective techniques for fine-tuning, domain adaptation, and inference optimization
• Interface language models with external tools and data and integrate them into an existing software ecosystem