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ANLP Assignment 1 - C1 baseline

Custom encoder-decoder Transformer using sinusoidal positions, multi-head attention, pre-LayerNorm and from-scratch byte-level BPE subword tokenization.

Greedy test metrics

  • bit_accuracy: 0.633670
  • sequence_accuracy: 0.000000
  • levenshtein_distance: 457.302000
  • bleu: 0.149689
  • rouge1: 0.131599
  • rouge2: 0.015977
  • rougeL: 0.116996
  • parameters: 11214124.000000
  • best_validation_loss: 2.193132

Load best_model.pt with the architecture and tokenizers from this assignment code.

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