How LLMs Think - Exercises

Test your understanding of language model internals with 7 progressive challenges.

Exercise 1: Token Counting (Warm-up)

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Exercise 2: BPE Merge Steps

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Exercise 3: Embedding Analogies

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Exercise 4: Attention Score Calculator

Python

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Exercise 5: Transformer Block Assembly

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Exercise 6: Temperature Exploration

Python

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Exercise 7: Chain-of-Thought Detection (Stretch)

Python

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