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minillm

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End-to-end Deep Learning application for 6-class emotion classification from text using pretrained MiniLM token embeddings and a BiGRU sequence classifier. The project covers text preprocessing, transformer-based representation learning, sequence modeling, model comparison, evaluation, confidence thresholding, and deployment through FastAPI

  • Updated Sep 17, 2026
  • Jupyter Notebook

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