Fine-tuning GPT-3 to understand the Julia Ecosystem

GPT-3 is a large language model from OpenAI that can do many general-purpose natural language processing (NLP) tasks. However, given that Julia is a smaller ecosystem, GPT-3 often times lacks context about Julia and doesn't produce great results. This talk goes over how to fine-tune GPT-3 with OpenAI.jl.

OpenAI.jl provides an interface to the OpenAI API. This talk will cover how to use the API, how the fine-tuning process works (including how to create a training dataset), and some amazing applications/workflows enabled by giving GPT-3 more context of the Julia ecosystem.