You'll learn how to navigate model families and tiers, turn requirements into hard constraints versus tradeoffs, and run controlled evaluations across candidate models. By weighing task scores, run consistency, critical edge cases, cost, and latency, you will interpret multi-dimensional reports to make a defensible, evidence-based model choice.
Overview
Syllabus
Understanding Models and Access Routes
- Match Models And Access Methods
- Choosing Model Types
- Reading Model Catalogs
Filtering and Evaluating Model Candidates
- Match Requirements With Classifications
- Filtering Model Candidates
- Comparing Model Evaluation Results
- Choosing Models With Constraints
Evaluating Evidence Strength
- Evaluating Model Evidence
- Compare Two Models Fairly
- Reading Model Evaluation Reports
