✨ Features:
- Production-ready FastAPI server with async support
- DistilBERT model with 74% accuracy on IMDB dataset
- Comprehensive test suite with 19 test cases
- Model interpretability tools (attention, SHAP)
- Interactive web interface with real-time analysis
- Docker deployment configuration
- Batch processing and API benchmarking
- Complete documentation and examples
🛠️ Tech Stack:
- Python 3.9+ | PyTorch 2.0+ | Transformers 4.30+
- FastAPI | Gradio | Docker | Pytest
📊 Performance:
- ~100ms inference time
- 1000+ requests/second with batching
- Support for GPU acceleration
- Comprehensive error handling