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What is the significance of perplexity in the training process of language models? How does it influence their performance and understanding of language? Additionally, what implications does perplexity have for evaluating model effectiveness and guiding improvements during the development phase? Please provide insights into its role and importance.

What role does perplexity play in the training of language models?

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What role does perplexity play in the training of language models?

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