End-to-end NLP text classification pipeline on AG News, a custom LLaMA-inspired transformer with RoPE/RMSNorm/SwiGLU, Optuna + MLflow hyperparameter tuning, uncertainty-aware evaluation, bundle promotion, FastAPI serving, and Streamlit dashboard. Deployable via Docker & HF Spaces.
python nlp docker machine-learning deep-learning pytorch transformer llama hyperparameter-tuning test-classification mlops mlflow fastapi optuna huggingface streamlit uncertainity-quantification ag-news
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Updated
May 6, 2026 - Python