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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.