Table 3: Overall performance on grouped academic benchmarks compared to open-source base models.

• Popular Aggregated Benchmarks. We report the overall results for MMLU (5 shot) (Hendrycks
et al., 2020), Big Bench Hard (BBH) (3 shot) (Suzgun et al., 2022), and AGI Eval (3–5 shot) (Zhong
et al., 2023). For AGI Eval, we only evaluate on the English tasks and report the average.
Llama2