Tutorial

Contents:

• AllenNLP configuration
  • Original configuration
  • Setup for allennlp-optuna
• Defining search space
• Optimize hyperparameters by allennlp cli
  • Optimize
  • Get best hyperparameters
  • Retrain a model with optimized hyperparameters
• Advanced configuration for Optuna
• Hyperparameter optimization at scale!