What is your experience with using natural language processing (NLP) models in production?
Instruction: Share your experience, challenges, and best practices for deploying NLP models in a production environment.
Context: This question aims to gauge the candidate's specific experience and challenges faced when working with NLP models in production settings.
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When deploying NLP models, I pay special attention to data drift, prompt or input variability, latency, evaluation realism, and the gap between benchmark performance and...