Lenvm aims to predict remaining LLM generation length for more efficient reasoning

A researcher says Lenvm uses a value model to predict how much generation an LLM has left, with the goal of making its reasoning more efficient. They plan to present a main-conference poster at COLM 2026 on October 7 and say Lenvm is a spotlight paper at the Efficient Reasoning Workshop on October 9.