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Set the following training hyperparameters: Epochs: 100 Learning Rate: 0.0...

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Set the following training hyperparameters:

  • Epochs: 100
  • Learning Rate: 0.001
  • Grad clip: 0.25
  • Seed: 2026
  • Use early stopping: yes
  • Patience: 3
  • Minimum validation loss improvement: 0.001
  • Save the model under a4_shakespeare.pt

Interpret your results:

  • Attach the loss and perplexity plots here.
  • Report your loss and perplexity on the test set.
  • What does the perplexity value in general tell us and how do you now interpret your specific value?
  • What would be the best possible perplexity value, which one the worst (random predictions)?
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