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Evaluating models without test data

Practical AI

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Monitoring and Evaluating Transformer Models in NLP

This chapter explores the essential techniques for monitoring and evaluating transformer models in natural language processing. It highlights the significance of layer performance analysis and the use of tools like Weight Watcher, while drawing parallels to maintenance practices in construction and manufacturing.

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