Chalie-lijalem/tenacious-bench-v0.1

Tenacious-Bench v0.1 — Sales Agent Evaluation Bench Domain-specific evaluation benchmark for Tenacious's B2B sales agent. Built because τ²-Bench retail (pass@1=0.7267) completely missed five categories of production failure — the agent was using banned phrases in 38% of runs while scoring 0.82 on τ²-Bench. Headline result: ORPO fine-tuning on 381 preference pairs lifted held-out mean from 4.008 → 4.462 (+11.3%), Δ=+0.454, p=0.001, beating a prompt-engineered baseline by Δ=+0.290… See the full description on the dataset page: https://huggingface.co/datasets/Chalie-lijalem/tenacious-bench-v0.1.