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DeepSeek LLM 67B Chat

DeepSeekdeveloper
2023-11-29release date
#324 / 346Safety rank
#317 / 662Freedom rank

Evidence summary

Safety. DeepSeek LLM 67B Chat has an estimated Safety rank of #324; its 90% source-sensitivity interval is #153–#346. Its behavior-only rank is #311; company governance moves the combined estimate to #324. Published Safety evidence spans 8 eval lineages and 5 of 7 components. Its strongest relative result is ChineseSafe (score, #2 of 22); its weakest is Enkrypt AI Safety Leaderboard (bias_attack_non_success_rate, #241 of 270).

Freedom. DeepSeek LLM 67B Chat has an estimated Freedom rank of #317; its 90% source-sensitivity interval is #34–#371. Published Freedom evidence spans 6 eval lineages and 1 of 1 components. Its strongest relative result is Enkrypt AI Safety Leaderboard (harmful_attack_non_success_rate, #27 of 270); its weakest is HELM Safety (xstest, #70 of 80).

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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
AIRBench 2024 Safety Scenariossafety_scenarios#65 / 80↑0.505Source ↗official
ChineseSafescore#2 / 22↑68.08Source ↗official
Enkrypt AI Safety Leaderboardbias_attack_non_success_rate#241 / 270↑9.56Source ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#177 / 270↑83.5Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#240 / 270↑38.33Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#202 / 268↑93.14Source ↗official
HELM Safetyanthropic_red_team#23 / 80↑0.994Source ↗official
HELM Safetybbq#62 / 80↑0.862Source ↗official
HELM Safetyharmbench#55 / 80↑0.649Source ↗official
HELM Safetysimple_safety_tests#62 / 80↑0.968Source ↗official
HELM Safetyxstest#70 / 80↑0.889Source ↗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
AIRBench 2024 Safety Scenariossafety_scenarios#16 / 80↓0.505Source ↗official
Enkrypt AI Safety Leaderboardcbrn_attack_non_success_rate#92 / 270↓83.5Source ↗official
Enkrypt AI Safety Leaderboardharmful_attack_non_success_rate#27 / 270↓38.33Source ↗official
Enkrypt AI Safety Leaderboardtoxicity_attack_non_success_rate#66 / 268↓93.14Source ↗official
HELM Safetyanthropic_red_team#55 / 80↓0.994Source ↗official
HELM Safetyharmbench#26 / 80↓0.649Source ↗official
HELM Safetysimple_safety_tests#18 / 80↓0.968Source ↗official
HELM Safetyxstest#70 / 80↑0.889Source ↗official

Values evaluations

Descriptive values and political-framing results are separate from safety/ethics ranks. Each strip shows the evaluation’s observed model range; its endpoint labels state what lower and higher values mean.

CCP-aligned censorship behavior

DimensionValueDistribution
Political-question refusal rate (ZH/EN mean)32.3
Completely inaccurate rate21.5