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Llm Apis Accuracy Runtime Tradeoff

Source
epoch.ai
Author
Epoch AI publications
Date
Why it matters

Halving a model's error rate typically costs 2x to 6x in runtime, which gives engineers a rule of thumb when trading latency against accuracy in API selection.

Terms in this piece · Glossary
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
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