In this video, we dive deep into the nuances of fine-tuning large language models, specifically comparing Google and OpenAI. We utilize Google’s Vertex AI Suite and OpenAI’s standard API and CLI to fine-tune flagship AI models to our specific use cases.

The video highlights key differences and similarities between the two offerings, focusing on several important dimensions: technical level of effort, pricing model, training and inferencing costs, technical implementation considerations, user interfaces, the level of control and flexibility, and overall fine-tuning approachability.