Articles by Tag #inferenceoptimization
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When Model Selection Breaks the Product: A Reverse-Guide to Avoiding Costly AI Mistakes
It happened during a Q4 2024 migration of a customer-facing search service named Polaris: the...
Peeling the Transformer: Practical Internals and Deployment Trade-offs for Production AI
During a recent audit of an inference fleet, it became obvious a single metric-parameter count...