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Model Cascade: making LLM classification cheaper

Many LLM workloads are classification tasks. This can get expensive, and I believe it is going to become more and more important, especially with the proliferation of software factories.

  • Model Cascade uses a cheap proxy model and an expensive oracle model
  • BARGAIN paper shows up to 86% cost reduction on various datasets

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