Knowledge Map

Created on April 01, 2025

2025   ·   Research

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1. 2025

Knowledge Map


📍 Model Structures



Post-Training Techniques


❄️ Efficient Adaptation

  • Adapter (reduce training parameters)
  • Distillation (transfer knowledge)
  • Pruning (delete redundant structure)


❄️ Representation Learning

  • Self-Supervised Learning - SSL


❄️ Model Manipulation

  • Model Editing
  • Model Merging


❄️ Generalization

  • Few-shot Learning
  • Zero-shot Learning



2026



2. Check List - 2025

  • Reading
    • Chatting
    • Fruit Gelato without sugar
  • Take a Walk







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