Serving Infrastructure — Deep Dive + Problem: Softmax Function

Serving infrastructure is crucial for deploying and managing Large Language Models (LLMs) in production environments, ensuring efficient and reliable delivery of model predictions. It bridges the gap between model development and real-world application, directly impacting performance, scalability, and maintainability.