Notes for nlp lectures

Base on

• https://karpathy.ai/zero-to-hero.html
• https://web.stanford.edu/class/cs224n/
• video lectures: https://www.youtube.com/playlist?list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4

Referencies

• https://karpathy.ai/zero-to-hero.html
  • https://github.com/karpathy/nn-zero-to-hero
  • https://github.com/karpathy/ng-video-lecture
• Ilustrated
  • https://jalammar.github.io/illustrated-transformer/
  • https://jalammar.github.io/illustrated-stable-diffusion/
• The Big LLM Architecture Comparison
  • https://magazine.sebastianraschka.com/p/the-big-llm-architecture-comparison
  • https://magazine.sebastianraschka.com/p/coding-the-kv-cache-in-llms

Datasets

• https://github.com/Raven-SL/ru-pnames-list/tree/master/lists
• https://raw.githubusercontent.com/dominictarr/random-name/master/names.txt