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Classroom Contents
Managed Training with Amazon SageMaker and Transformers
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- 1 Introduction
- 2 What is SageMaker
- 3 Getting started
- 4 Preprocessing
- 5 S3 Integration
- 6 Hiking Phase Hub
- 7 Starting the Training
- 8 Accessing the Model
- 9 How SageMaker Works
- 10 Using Existing Training Scripts
- 11 Leveraging the Trainer from Transformers
- 12 Hyperparameter Search with SageMaker
- 13 What does a day in the life of Philip look like
- 14 Where do you see the most exciting developments in this space
- 15 What are the sort of challenges that happen when you want to make these models smaller
- 16 What is Optimum
- 17 GPU Instances
