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Google's first party foundation models
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Classroom Contents
Getting Started with Vertex AI Model Garden - Introduction to Foundation Models and MLOps
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- 1 Google's first party foundation models
- 2 Introduction to Vertex AI Model Garden
- 3 Tune models to fit your use case
- 4 Demo walkthrough of Llama 2 on Google Cloud
- 5 Managing your models with MLOps
- 6 Multi-task models and prompting
- 7 Selecting pre-trained models and prompting
- 8 Customization with tuning and curated data
- 9 Managing new artifacts
- 10 Evaluating and monitoring generated output
- 11 Connecting to Enterprise data
- 12 Three building blocks to support the Gen AI evaluation service
- 13 Safety bias evaluation
- 14 Summarization of building your MLOps strategy for Generative AI
- 15 Q&A
