llds-grpo-collapse

Identifies Lazy Likelihood Displacement (LLD) as GRPO failure mechanism in tool-integrated LLMs and proposes lightweight LLDS regularization that penalizes only tokens responsible for likelihood decrease, achieving up to 45.2% performance gains.

Independent GitHub snapshot · Automated classification · Original documentation governs