Chapter 8: Large Language Models (LLMs)
Here we cover Large Language Models and concepts, such as Instruction Fine-Tuning and Chain-of-thought Prompting.
-
Chapter 8.1: Instruction Fine-Tuning
In this chapter we introduce instruction-tuning, which is a technique that allows us to adapt the models to follow instructions.
-
Chapter 8.2: Chain-of-thought Prompting
In this session we cover Chain-of-thoght Prompting, which is a technique to improve the performance of models without requiring additional training.
-
Chapter 8.3: Emergent Abilities
Various researchers have reported that LLMs seem to have emergent abilities. In this section we discuss the concept of emergence in LLMs.