Conformal Cascade: distribution-free accuracy guarantees for multi-tier LLM inference
Read the original at arxiv.org→arXiv:2607.25018v1 Announce Type: new Abstract: Large language model (LLM) cascades reduce inference cost by routing easy queries to a small model and deferring hard queries to a larger one. Production cascades...
Original headline: "Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference"
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- Jul 29, 04:00 UTC arXiv cs.LG lead source Conformal Cascade: Distribution-Free Accuracy Guarantees for Multi-Tier LLM Inference