GitHub / sebastian2005-RP / GPU-Accelerated-Next-Word-Prediction-Using-LSTM-and-PyTorch
This repository implements a GPU-accelerated next-word prediction model using PyTorch and LSTM. It includes data preprocessing with NLTK, vocabulary creation, training on tokenized text, and generating text predictions, starting from a given input phrase.
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PURL: pkg:github/sebastian2005-RP/GPU-Accelerated-Next-Word-Prediction-Using-LSTM-and-PyTorch
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License: None
Language: Jupyter Notebook
Size: 329 KB
Dependencies parsed at: Pending
Created at: about 2 months ago
Updated at: 6 days ago
Pushed at: 6 days ago
Last synced at: 6 days ago
Topics: ai, deep-learning, embedding, gpu-accelerated-nlp, language-model, lstm-neural-networks, next-word-prediction, nlp, predictive-text, pytorch, rnn, sequence-modeling, text-generation, tokenization