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python-json-logger

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Priyrajsinh / distilbert-emotion-classifier-fastapi

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Fine-tuned a pre-trained HuggingFace model (distilbert-base-uncased) for multi-class sentiment classification on the GoEmotions dataset. Served it via a production-hardened FastAPI with MLflow tracking, pandera validation, Prometheus monitoring, and Docker deployment.

nlp docker transformers torch prometheus gradio bandit fine-tuning uvicorn mlops pydantic fastapi huggingface pandera python-json-logger slowapi prometheus-fastapi-instrumentator
  • Updated Mar 31, 2026
  • Python

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