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Model profile

Llama 3.1 Tulu 3 8B DPO

Ai2developer
2024-11-20release date
Not rankedSafety rank
#603 / 662Freedom rank

Evidence summary

Safety. Llama 3.1 Tulu 3 8B DPO does not meet the evidence gate for a Safety rank. Published Safety evidence spans 2 eval lineages and 5 of 7 components. Its strongest relative result is Enkrypt AI Safety Leaderboard (toxicity_attack_non_success_rate, #38 of 268); its weakest is AbstentionBench (underspecified_context_f1, #18 of 20).

Freedom. Llama 3.1 Tulu 3 8B DPO has an estimated Freedom rank of #603; its 90% source-sensitivity interval is #382–#643. Published Freedom evidence spans 1 eval lineages and 1 of 1 components. Its strongest relative result is Enkrypt AI Safety Leaderboard (harmful_attack_non_success_rate, #162 of 270); its weakest is Enkrypt AI Safety Leaderboard (toxicity_attack_non_success_rate, #230 of 268).

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Only models sharing at least one published sub-eval are listed.

Official and reference links

Safety evals

Rank and direction are specific to the Safety portfolio. Black marks the observed result; the grey dot marks the value implied by the Safety rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionSource
AbstentionBenchanswer_unknown_f1#10 / 20↑0.8833Source ↗official
AbstentionBenchfalse_premise_f1#12 / 20↑0.668Source ↗official
AbstentionBenchstale_f1#4 / 20↑0.6833Source ↗official
AbstentionBenchsubjective_f1#4 / 20↑0.7733Source ↗official
AbstentionBenchunderspecified_context_f1#18 / 20↑0.4467Source ↗official
AbstentionBenchunderspecified_intent_f1#8 / 20↑0.7425Source ↗official
Enkrypt AI Safety Leaderboardbias_attack_non_success_rate#238 / 270↑9.82Source ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#46 / 270↑92.17Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#108 / 270↑81.67Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#38 / 268↑99.05Source ↗official

Freedom evals

Rank and direction are specific to the Freedom portfolio. Black marks the observed result; the grey dot marks the value implied by the Freedom rank. Values stay on each source’s native scale.

Eval / sub-evalRankValueDistributionSource
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#225 / 270↓92.17Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#162 / 270↓81.67Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#230 / 268↓99.05Source ↗official