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LSTM Word Generator

Model Description

Word-level LSTM model trained on text corpus.

Architecture

  • Type: LSTM
  • Vocabulary Size: 2051
  • Max Sequence Length: 334

Training

  • Training Date: 2026-06-19

Usage

import tensorflow as tf
import pickle

# Load model
model = tf.keras.models.load_model('lstm_word_generator.h5')

# Load tokenizer
with open('tokenizer.pkl', 'rb') as f:
    tokenizer = pickle.load(f)
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