How Large Language Models Work
How Large Language Models Work
Author: Drew Farris
Narrator: n/a
English | 2025 | ISBN: 9781633437081 | MP3@64 kbps | Duration: 6h 39m | 533 MB
Author: Drew Farris
Narrator: n/a
English | 2025 | ISBN: 9781633437081 | MP3@64 kbps | Duration: 6h 39m | 533 MB
How Large Language Models Work translates years of expert research on Large Language Models into a readable, focused introduction to working with these amazing systems. It explains clearly how LLMs function, introduces the optimization techniques to fine-tune them, and shows how to create pipelines and processes to ensure your AI applications are efficient and error-free.
In How Large Language Models Work you will learn how to:
Test and evaluate LLMs
Use human feedback, supervised fine-tuning, and Retrieval Augmented Generation (RAG)
Reducing the risk of bad outputs, high-stakes errors, and automation bias Human-computer interaction systems
Combine LLMs with traditional ML