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Hindi-English Translation Model

Based on the "google/mt5-small" pre-trained model. Fine-tuned it on Hindi to English dataset.

Parameters

  • number of epochs = 8
  • batch size = 16
  • learning rate = 5e-4
  • number of batches = int(np.ceil(len(dataset) / batch size))
  • n_warmup_steps = int(number of epochs * number of batches * 0.01)

Training Loss

loss.png

Examples

example_1.png example_2.png example_3.png

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