README.md

metadata

title: Movie Review Sentiment Analyzer
emoji: 🎬
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
license: mit
short_description: BERT-powered movie review sentiment analysis

Movie Review Sentiment Analyzer

Overview 🎯

This Gradio app uses the zavora/bert-sentiment-imdb model to analyze movie review sentiments in real-time. The model has been fine-tuned on the IMDB dataset to provide accurate sentiment predictions for movie-related text.

Features ✨

• Real-time sentiment analysis
• Confidence score for each prediction
• User-friendly interface
• Example reviews for testing
• Mobile-responsive design

Model Details 🤖

• Base Model: bert-base-uncased
• Fine-tuned on: IMDB dataset
• Task: Binary Sentiment Analysis
• Model Source: zavora/bert-sentiment-imdb

How to Use 📝

1. Enter your movie review in the text box
2. Click the "Submit" button
3. View the sentiment analysis results:
   • Sentiment (Positive/Negative)
   • Confidence score

Technical Details 🛠️

Built with:

• Gradio 5.9.1
• Transformers
• PyTorch
• BERT model fine-tuned on IMDB dataset

Local Development

# Install dependencies
pip install -r requirements.txt

# Run the app
python app.py