Quick Start Guide to Large Language Models: Strategies and Best Practices for Using ChatGPT and Other LLMs

To Nha Notes | Dec. 15, 2023, 10:23 a.m.

Topics covered:

  • Coding with Large Language Models (LLMs)

  • Overview of using proprietary models

  • OpenAI, Embeddings, GPT3, and ChatGPT

  • Vector databases and building a neural/semantic information retrieval system

  • Fine-tuning GPT3 with custom examples

  • Prompt engineering with GPT3 and ChatGPT

  • Advanced prompt engineering techniques

  • Building a recommendation engine

  • Combining Transformers

  • Deploying custom LLMs to the cloud