Fine Tuning GPT-3 With a Custom Dataset

Overview

Learn how to fine-tune GPT-3 with a custom dataset in this comprehensive 19-minute video tutorial. Explore the entire GPT-3 fine-tuning process, starting with a webapp demonstration for generating training data. Dive into OpenAI's documentation, review HTML, JavaScript, and Python code, and generate data using the webapp. Master the Command Line Interface for interacting with OpenAI's API, initiate the fine-tuning process, and test the fine-tuned model in both the OpenAI playground and the webapp. Gain practical insights into artificial intelligence, web development, and Python programming while enhancing your skills in GPT-3 customization.

Syllabus

demo of the webapp for generating gpt 3 training data
OpenAI documentation on fine tuning
code review for the html, JavaScript and Python
Generating data using the webapp for fine tuning
Command Line Interface for interacting with OpenAI API for fine tuning
starting fine tuning process
Using the fine tuned model at OpenAI playground
using the fine tuned model on the webapp using OpenAI API