OpenAI API: Fine-Tuning (2023)
34mIntermediate2023-09-18
Authors
Morten Rand-Hendriksen
Senior Staff Instructor, Speaker, Web Designer, and Software Developer
Course details
Fine-tuning your own GPT model allows you to submit examples of the types of responses the AI system should provide based on user input. It allows you to more tightly control the output from the AI system, including setting voice and tone, controlling output format, following patterns, and adding preset data references.
Skills covered
OpenAI APIAPIsOpenAIGenerative AIArtificial Intelligence (AI)Software DevelopmentOne-Off
Concepts
0. Introduction
- 01 - Fine-tuning the OpenAI GPT API
- 02 - Exercise files and where to find them
1. Fine-Tuning GPT
- 03 - What does it mean to fine-tune a GPT model
- 04 - Project setup
- 05 - Formatting training data
- 06 - Testing the training data
- 07 - Uploading the training data
- 08 - Creating a fine-tuning job
- 09 - Retrieving a fine-tuning job and listing all jobs
- 10 - Prompting the fine-tuned model
2. Further Info
- 11 - Additional notes