TRACE: A Two-Stage Curriculum for Efficient Parametric Tool Retrieval in Enterprise LLMs

Parametric retrieval enables LLMs to retrieve tools implicitly by assigning each API a unique virtual token and training the model to generate it via constrained beam search. Toolsense shows that this regime has two critical drawbacks: it destroys paramet