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AI Pocket References

The AI Pocket Reference project is maintained by Vector AI Engineering as an accessible resource for the AI community. It provides a collection of pocket references offering concise information on a wide range of AI topics, including Natural Language Processing (NLP) and Federated Learning (FL).

  • NLP Collection — Covers various topics within NLP, including RAG, LoRA, Quantization, Chain of Thought, Agents, and more.

  • FL Collection — Encompasses the fundamentals of federated learning along with advanced topics such as personalized federated learning and vertical federated learning.