11min chapter

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Metrics Driven Development (Practical AI #284)

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CHAPTER

Evaluating Language Model Metrics

This chapter explores the intricacies of assessing language models across different linguistic contexts and the importance of aligning metrics with domain-specific expectations. It highlights the challenges of converting messy production data into effective test datasets and emphasizes the need for quality data to ensure accurate evaluation of AI applications.

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