OBC-Prune: Outcome-Based Calibration for Large Reasoning Model Pruning

Ha Lan Nguyen, Huy Hoang Tran, Trac-Duy Tran +1

Large reasoning models (LRMs) generate long chain-of-thought traces before answering, creating significant inference overhead. Pruning can reduce this cost, but its effectiveness d…