File size: 770 Bytes
79baafe 06e279a 79baafe 06e279a 79baafe 06e279a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
---
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 |