Lecture 2: Large Language Models (LLM) Basics
In this lecture, we understand the basics of LLMs:
(1) Introduction
(2) Significance of the word “Large” in Large Language Models
(3) LLMs vs Earlier NLP Models
(4) LLM Secret Sauce: Transformers
(5) Difference between the terminologies: LLM vs GenAI vs DL vs ML vs AI
(6) Applications of LLMs
0:00 Objectives of the lecture
2:05 What are Large Language Models (LLMs)
6:45 Why “Large” Language Models?
11:46 LLMs vs Earlier NLP Models
14:22 LLM Secret Sauce
17:56 LLM vs GenAI vs DL vs ML vs AI
25:47 Applications of LLMs
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