TVCACHE: A Stateful Tool-Value Cache for Post-Training LLM Agents

Abhishek Vijaya Kumar, Bhaskar Kataria, Byungsoo Oh +2

In RL post-training of LLM agents, calls to external tools take several seconds or even minutes, leaving allocated GPUs idle and inflating post-training time and cost. While many t…