ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling

Jianghao Lin, Yuanyuan Shi, Xin Peng +10

Large language models (LLMs) excel at function calling, but inference scaling has been explored mainly for unstructured generation. We propose an inference-scaling framework for st…