README.md

metadata

title: Next Word Prediction
emoji: 🔮
colorFrom: blue
colorTo: purple
sdk: docker
app_file: Dockerfile
pinned: false

Next Word Prediction Demo

This is a demo app for next word prediction using a trained model with a .pkl tokenizer file.

How to Use

1. Enter some text in the input box
2. Select how many words you want to predict (1-10)
3. Adjust the temperature (controls creativity vs predictability)
4. Click "Predict Next Words" to see the prediction

Model Details

• Built with TensorFlow/Keras
• Uses .pkl format tokenizer
• Trained on [mention your dataset here]

Files

• model.h5: Trained Keras model
• tokenizer.pkl: Tokenizer for text processing (.pkl format)
• app.py: Streamlit application
• Dockerfile: Container configuration