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What does a high perplexity score generally indicate about an AI language model's performance on a given text?
What does a high perplexity score generally indicate about an AI language model's performance on a given text?
easy🧠 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand what perplexity measures
Perplexity measures how well a model predicts a sample; higher means less confident predictions.Step 2: Interpret high perplexity
A high perplexity score means the model finds the text harder to predict or understand.Final Answer:
The model finds the text difficult to predict -> Option BQuick Check:
High perplexity = Difficult to predict [OK]
Quick Trick: High perplexity means harder to predict text [OK]
Common Mistakes:
MISTAKES- Confusing high perplexity with better understanding
- Thinking perplexity measures accuracy directly
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