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How we cut LLM inference costs by 61% without touching model quality
Prompt caching, request batching and a routing layer did more than any model swap. Here is what we measured, in order.
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Working with LLMs in production: cost, quality, evaluation and prompting.
Prompt caching, request batching and a routing layer did more than any model swap. Here is what we measured, in order.
Most of our extraction tasks have no single correct answer to grade against. This is the scoring approach we landed on after two that failed.