UniScale is an online framework that jointly optimizes model routing and test-time scaling for LLMs via LinUCB to achieve finer quality-cost trade-offs.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
UniScale: Adaptive Unified Inference Scaling via Online Joint Optimization of Model Routing and Test-Time Scaling
UniScale is an online framework that jointly optimizes model routing and test-time scaling for LLMs via LinUCB to achieve finer quality-cost trade-offs.