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Text Classification API
FastAPI multi-class text classification service using fine-tuned DistilBERT and BERT on AG News, with model versioning and A/B testing infrastructure.
Overview
Production text classification API with model versioning and A/B testing for continuous improvement.
Architecture
- Fine-tuned DistilBERT and BERT models
- FastAPI serving with async inference
- Model version management system
- A/B testing infrastructure for model comparison
- Comprehensive latency benchmarks
Key Features
- Multi-model serving with version control
- A/B testing for production model selection
- Batch and single inference endpoints
- Latency and throughput monitoring