Evaluating Large Language Model Outputs: A Practical Guide
Completed by Srestha Kanjilal
December 17, 2024
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: Model Optimization
- Category: Image Quality
- Category: Google Cloud Platform
- Category: AI literacy
- Category: Large Language Modeling
- Category: Data Ethics
- Category: Model Evaluation
- Category: Quality Assessment
- Category: Generative AI
- Category: Responsible AI
- Category: LLM Application
- Category: Human Factors
