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📝 Shakespearean Text Generator

A deep learning project implementing a transformer architecture to generate Shakespearean text. The model was trained on a comprehensive corpus of Shakespeare's works, utilizing attention mechanisms to understand context and generate coherent, period-appropriate language. The engineering design process involved data preprocessing, model architecture selection, training optimization, and evaluation of generated text quality.

PythonPyTorchTransformersNLP

Details

  • Transformer architecture with multi-head attention
  • Fine-tuned on Shakespeare corpus for stylistic accuracy
  • Interactive text generation with customizable prompts
  • Evaluation metrics for linguistic authenticity

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