A survey of LLM routing and hierarchical inference techniques that proposes an unvalidated unified evaluation metric called the Inference Efficiency Score.
Edge-first language model inference: Mod- els, metrics, and tradeoffs,
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Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
A survey of LLM routing and hierarchical inference techniques that proposes an unvalidated unified evaluation metric called the Inference Efficiency Score.