Lecture 3: Pretraining LLMs vs Finetuning LLMs

In this lecture, we understand the 2 stages of building an LLM: Pretraining and finetuning.

0:00 Introduction and quick recap
1:41 Pretraining
10:08 Finetuning
22:14 Steps for building an LLM

GPT-3 paper link: https://arxiv.org/pdf/2005.14165

OpenAI blog post link shown in video: https://openai.com/index/language-unsupervised/

Harvey AI Legal Assisstant: https://www.harvey.ai/

JP Morgan news article: https://www.business-standard.com/world-news/jpmorgan-chase-unveils-ai-powered-llm-suite-may-replace-research-analysts-124072600460_1.html

OpenAI fine-tuning blog post: https://openai.com/index/introducing-improvements-to-the-fine-tuning-api-and-expanding-our-custom-models-program/

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