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README.md
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title:
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sdk: docker
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pinned: false
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short_description: demo
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title: Next Word Prediction
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emoji: 🔮
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sdk: docker
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app_file: Dockerfile
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# Next Word Prediction Demo
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This is a demo app for next word prediction using a trained model with a .pkl tokenizer file.
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## How to Use
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1. Enter some text in the input box
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2. Select how many words you want to predict (1-10)
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3. Adjust the temperature (controls creativity vs predictability)
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4. Click "Predict Next Words" to see the prediction
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## Model Details
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- Built with TensorFlow/Keras
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- Uses .pkl format tokenizer
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- Trained on [mention your dataset here]
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## Files
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- `model.h5`: Trained Keras model
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- `tokenizer.pkl`: Tokenizer for text processing (.pkl format)
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- `app.py`: Streamlit application
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- `Dockerfile`: Container configuration
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