Foundation Model Parameters

What do the different model parameters mean?

Summary

In this video, I explain the different parameters that we can tweak in foundation models to improve performance. I discuss the main choice, the model itself, and how it affects performance. I also cover other parameters like temperature, maximum response tokens, and stop tokens. I provide insights on when and how to adjust these parameters based on specific applications. Watch the video to gain a better understanding of what the different model parameters do.

00:00 Introduction

00:27 Temperature

01:55 Maximum Response Tokens

05:00 Stop Tokens