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Byte Pair Encoding (BPE)

A subword tokenization algorithm that iteratively merges the most frequent character pairs into single tokens, building a vocabulary that balances coverage and efficiency.

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Understanding microGPT Walk through Karpathy's 200-line GPT implementation — from autograd and tokenization to multi-head attention, training, and text generation.
Context Engineering Master the art of managing what goes into a language model's context window — from tokens and system prompts to tool calls and memory strategies.

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The Dataset and Tokenization Understanding GPT / The Big Picture
The Complete GPT Understanding GPT / Scaling Up
Data and Tokenization Understanding microGPT / The Big Picture
The Complete Picture Understanding microGPT / Generation

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