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Introduction to Large Language Models

via LinkedIn Learning

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Overview

Learn about large language models—what they are, what they can do, and how they work.

Syllabus

Introduction

The impact and functionality of large language models

1. Transformers in NLP

What are large language models?
How are large language models trained? Pre-training
Making large language models follow instructions

2. Large Language Model Components

Transformer architecture
What are parameters
What are tokens?
What are context lengths?

3. Large Language Models

BERT
Scaling laws
GPT-3
Chinchilla
PaLM and PaLM 2
ChatGPT and GPT-4
Open LLMs
Comparing large language models

Conclusion

Going further with large language models

Taught by

Jonathan Fernandes

Reviews

4.7 rating at LinkedIn Learning based on 839 ratings

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