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Install Ollama on your machine (works on Mac, Windows, Linux).

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Problems 16 to 20:

16. Tokens on a budget: run the pricing backward, cost in, tokens out
17. How long will it take? Reading is parallel, writing is one token at a time
18. The split matters: same total tokens, one task finishes three times sooner
19. Pricing per million tokens: how every real API actually quotes it
20. Tokens from the bill: work backward from what you were charged

Previous problems:

1. Count the tokens
2. Subword splitting
3. Punctuation counts
4. Tokens per word
5. Will it fit?
Download: byhand.ai/tokens-1-5

6. The price of a call
7. Two kinds of token
8. Input or output?
9. The two-part bill
10. End-to-end call cost
Download: byhand.ai/tokens-6-10

11. Comparing three calls
12. The average call
13. The system prompt
14. The system prompt tax
15. Calls in a budget
Download: byhand.ai/tokens-11-15

Download, print and solve. ✍️

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