Meta / MODEL EVIDENCE

Llama 30b

3 benchmarks · 6 observations · 3 sources

Scores at a glance

3 benchmarks · large dot: Llama 30b; small dots: closest models where reported

MACHIAVELLI ↗21.9 points
16.835.2

llama-30b · MACHIAVELLI · Normalized reward · agent comparison ↗

3 more reported results

104 points · llama-30b · MACHIAVELLI · Normalized power · agent comparison · Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark ↗

107 points · llama-30b · MACHIAVELLI · Normalized disutility · agent comparison · Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark ↗

101 points · llama-30b · MACHIAVELLI · Normalized ethical violations · agent comparison · Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark ↗

CMMLU ↗33.63%
31.2470.95

LLaMA-30B · CMMLU · Five-shot subject-macro accuracy · original five-shot comparison ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

There are not enough shared scored settings to identify close comparisons reliably.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark — published result table ↗

    Alexander Pan, Jun Shern Chan, Andy Zou, Nathaniel Li, Steven Basart, Thomas Woodside et al. · 2023

    All 10 authors

    Alexander Pan, Jun Shern Chan, Andy Zou, Nathaniel Li, Steven Basart, Thomas Woodside, Jonathan Ng, Hanlin Zhang, Scott Emmons, Dan Hendrycks

  2. CMMLU: Measuring massive multitask language understanding in Chinese — published result table ↗

    Li, Haonan, Zhang, Yixuan, Koto, Fajri, Yang, Yifei, Zhao, Hai, Gong, Yeyun et al. · 2023

    All 8 authors

    Li, Haonan, Zhang, Yixuan, Koto, Fajri, Yang, Yifei, Zhao, Hai, Gong, Yeyun, Duan, Nan, Baldwin, Timothy

  3. Holistic Evaluation of Language Models (HELM) ↗

    Stanford Center for Research on Foundation Models

Names used in source tables

LLaMA (30B) · LLaMA-30B · llama-30b