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RESEARCH · CL_46875 · May 24 · 09:36

LLM Ops: Detect Eval Drift and Track Customer Costs

The author discusses two common challenges in managing LLM applications: eval set drift and per-customer cost reporting. For eval set drift, they propose using Maximum Mean Discrepancy (MMD) on embeddings to detect when…

LLM Ops: Detect Eval Drift and Track Customer Costs