Evaluating Large Language Model Outputs: A Practical Guide
Completed by Yanis Boutouba
November 12, 2025
2 hours (approximately)
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What you will learn
Identify the fundamentals of Large Language Models, including current evaluation methods and access to Vertex AI's evaluation models.
Apply hands-on knowledge of using Vertex AI's Automatic Metrics and AutoSxS for LLM evaluation.
Evaluate upcoming trends in generative AI evaluation, encompassing text, image, and audio models, and the importance of human evaluation.
Skills you will gain
- Category: AI literacy
- Category: LLM Application
- Category: Large Language Modeling
- Category: Responsible AI
- Category: Generative AI
- Category: Model Evaluation
- Category: Quality Assessment
- Category: Image Quality
- Category: Google Cloud Platform
- Category: Data Ethics
- Category: Human Factors
