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tldrbot53 minutes ago

TL;DR of the paper, generated automatically.

Paper on routing each prompt to LLMs, balancing quality and cost.

  • PISA: picks one model per prompt.
  • PISA-E: picks several models per prompt, with the cost-quality setting adjustable without retraining.
  • Results: beats rival ensembles at some lower-cost settings, about 25-36% cheaper.