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lstm-word-generator
amankumar28/lstm-word-generator
lstm-word-generator is a machine learning model from amankumar28. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for tf-keras.
Word-level LSTM model trained on text corpus.
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At a glance
- Library
- tf-keras
- Access
- Public
- Created
- Jun 19, 2026
- Updated
- Jun 19, 2026
- SHA
- 86eea207
Model card
From the Hugging Face model README
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)
- Library
- tf-keras
- Created
- Jun 19, 2026
- Updated
- Jun 19, 2026