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samanantar

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KaranAnchan / en-hi-nmt-transformer

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"Attention Is All You Need" — implemented from scratch in PyTorch and trained for English → Hindi translation on AI4Bharat Samanantar. Includes byte-level BPE, Noam LR schedule, beam search, and a Gradio demo with attention visualization.

nlp deep-learning machine-translation pytorch transformer seq2seq beam-search neural-machine-translation nmt hindi gradio from-scratch attention-mechanisms attention-visualization bpe english-to-hindi indic-nlp samanantar
  • Updated May 17, 2026
  • Python

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