Guide-linked quiz · Medium Level

Max Tokens and Stop Sequences Quiz

Tests the difference between max tokens and the context window, how stop sequences work, and how to read finish reasons to catch truncation.

Question 1 of 8

What does max tokens limit?

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Answers and explanations appear as you take the quiz.

  1. What does max tokens limit?
    • The total tokens of input plus output in the context window
    • The number of tokens the model may generate in a single response
    • The number of requests per minute
    • The size of the model's vocabulary
  2. Your call returns a finish reason of 'length' in OpenAI's API. What happened?
    • The model finished its answer naturally
    • A stop sequence was matched
    • The output hit the maximum token limit and was cut off
    • The model requested a tool call
  3. Which Anthropic stop_reason indicates the model decided its answer was complete?
    • end_turn
    • max_tokens
    • stop_sequence
    • tool_use
  4. Why does setting a low max tokens value not make answers concise?
    • The API ignores low values
    • The model writes as usual and is simply cut off when it reaches the limit
    • It makes the model skip the first half of its answer
    • It only affects input tokens
  5. Is the matched stop sequence normally included in the returned text?
    • Yes, always at the end
    • Yes, but only when streaming
    • No, it is normally left out of the output
    • Only if it is a single character
  6. A reasoning model returns an empty visible answer. What is a likely cause described in the guide?
    • The stop sequence was too long
    • Hidden reasoning tokens used up the output limit
    • The context window was too large
    • The prompt was written in lowercase
  7. Which stop sequence is the best choice for ending after a structured answer block?
    • the
    • a single space
    • </answer>
    • .
  8. When streaming a response, when should your code decide whether the output was truncated?
    • After the first chunk arrives
    • When the finish reason arrives at the end of the stream
    • Before sending the request
    • Streaming responses cannot be truncated

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