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The Transformer Model for Mathematical Reasoning: A Code-Centric Exploration

  • The provided code implements a Transformer model to tackle mathematical reasoning tasks, using the GSM8k dataset.
  • The code defines a standard Transformer model, illustrating its architecture and application to grade school math problems.
  • The code covers key components of the Transformer, including multi-head attention layers and positional encoding.
  • The code suggests potential improvements such as using a subword tokenizer and experimenting with hyperparameters.

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