Understanding Large Language Models: From Training to Real-World Use

This is a Plain English Papers summary of a research paper called Understanding Large Language Models: From Training to Real-World Use. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

• Book focuses on foundational concepts of large language models
• Four main chapters: pre-training, generative models, prompting, alignment
• Target audience includes students, professionals, and NLP practitioners
• Serves as reference material for large language model concepts
• Emphasizes core principles over cutting-edge developments

Plain English Explanation

Large language models are like advanced language tutors that learn from vast amounts of text. This book breaks down how these models work into four essential parts.

Think of pre-training as the model's educ...

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