Tool-Calling Evaluation

Handed the right tool in a five-item shortlist, a small model picks it 19 times in 20

A two-stage eval forces every shortlist to hold the correct tool plus its four strongest BM25 siblings. Selection accuracy comes in at 90 to 97 percent. That puts the 5 percent paraphrase recall on the critical path.