BlazingText

#aws #sagemaker #machine learning

Use-cases

  • Sentence (not document) classification
    • Format: __label__ sentence
  • Word2vec ^8197ec
    • Format: sentence
    • CBOW or Skip-gram or Batch Skip-gram (multiple nodes)

Hyperparameters

  • Model
  • Learning rate
  • Window size
  • Negative sampling rate
  • Hidden dimension
  • Epochs
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