repro-process-reward

Dual-scoring mechanism (Magnitude and Stability scores) enabling process-level rewards that penalize inefficient reasoning patterns like overthinking and backtracking without trained reward models. Improve reasoning efficiency in RL without additional supervision.

Independent GitHub snapshot · Automated classification · Original documentation governs