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Llama 3 8B Instruct

Metadeveloper
2024-04-18release date
#183 / 267overall rank
15eval lineages

Evidence summary

Llama 3 8B Instruct has an estimated overall rank of #183; its 90% source-sensitivity interval is #93–#213. Its behavior-only rank is #169; company governance moves the combined estimate to #183. Published evidence spans 15 evals and 7 of 7 behavior components. Its strongest relative result is Microsoft Phi Safety Panels (harmful_summarization, #1 of 10); its weakest is Contextual MoralChoice (human_agreement, #21 of 22).

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Official and reference links

Published eval results

Rank is within that sub-eval. Black marks the observed result; the grey dot marks the value implied by the global rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionBetterSource
AA-Omnisciencehallucination_rate#231 / 3110.8797↓ lowerSource ↗official
AIRBench 2024 Safety Scenariossafety_scenarios#35 / 800.709↑ higherSource ↗official
Contextual MoralChoicehuman_agreement#21 / 220.3↑ higherSource ↗official
Enkrypt AI Safety Leaderboardbias_attack_non_success_rate#92 / 26019.64↑ higherSource ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#178 / 26085.33↑ higherSource ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#66 / 26087.22↑ higherSource ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#168 / 25894.77↑ higherSource ↗official
HELM Safetyanthropic_red_team#41 / 800.988↑ higherSource ↗official
HELM Safetybbq#70 / 800.765↑ higherSource ↗official
HELM Safetyharmbench#43 / 800.727↑ higherSource ↗official
HELM Safetysimple_safety_tests#29 / 800.993↑ higherSource ↗official
HELM Safetyxstest#43 / 800.956↑ higherSource ↗official
JailBenchjailbreak_success_rate#2 / 1443.94↓ lowerSource ↗official
Large-scale Moral Machine experiment on LLMshuman_choice_distance#8 / 390.8324↓ lowerSource ↗official
Microsoft Phi Safety Panelsharmful_continuation#6 / 100.013↓ lowerSource ↗official
Microsoft Phi Safety Panelsharmful_summarization#1 / 100.082↓ lowerSource ↗official
Microsoft Phi Safety Panelsjailbreak#7 / 100.13↓ lowerSource ↗official
Microsoft Phi Safety Panelsthird_party_harm#7 / 100.373↓ lowerSource ↗official
OR-Benchover_refusal_rate#15 / 2569.4↓ lowerSource ↗official
OR-Benchtoxic_acceptance_rate#14 / 255↓ lowerSource ↗official
S-Evalbase_en_overall#8 / 2269.1↑ higherSource ↗official
SORRY-Benchavg#19 / 510.22↓ lowerSource ↗official