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beamsearch

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This script employs Dynamic Programming algorithms such as, Viterbi Search and Beam Search, to accelerate the process of training Multilayer Perceptron

  • Updated Apr 3, 2021
  • Python

Production-ready Seq2Seq conversational chatbot built from scratch in PyTorch. Features a Bidirectional LSTM Encoder, Bahdanau Attention, LSTM Decoder, and SentencePiece tokenization. Optimized via uv with Automatic Mixed Precision, PyTorch sharded dataset streaming, advanced beam search decoding, and comprehensive checkpoint resumption.

  • Updated Sep 14, 2026
  • Python

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