Fine-Tune GPT-3 on custom datasets with just 10 lines of code using G…

The Generative Pre-trained Transformer 3 (GPT-3) model by OpenAI is a state-of-the-art language model that has been trained on a massive amount of text data. GPT3 is capable of generating human-like text, performing tasks like question-answering, summarization, and even writing creative fiction. Wouldn’t it be cool if you feed GPT3 with your own data source and ask it questions.

In this blog post, we’ll be going to see exactly that. Fine-tuning GPT-3 on custom datasets using the GPT-Index, and do it all with just 10 lines of code! GPT-Index does the heavy lifting, by providing an high level API for connecting external knowledge bases with LLMs.

Prerequisties

• You need to have Python Installed on your system.
• An OpenAI API Key. If you donot have a key create a new account on openai.com/api, and get $18 of free credits.

Code

I am not going into the details of how all this is working, as this would make this blog post longer and go against the…