Tag: NLP

All the articles with the tag "NLP".

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  Tokens, Probability & Attention: The Mathematical Essence of Why Prompts Work

  Published date: 21 Jul, 2025

  6 min read

  Demystifying the three fundamental pillars of large language models: tokenization, probability prediction, and attention mechanisms. Understand the mathematical foundations that make prompt engineering possible.

  • #AI
  • #Machine Learning
  • #Prompt Engineering
  • #Transformers