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Model profile

Vicuna 7B

LMSYSdeveloper
2023-06-22release date
#320 / 346Safety rank
#29 / 662Freedom rank

Evidence summary

Safety. Vicuna 7B has an estimated Safety rank of #320; its 90% source-sensitivity interval is #243–#331. Its behavior-only rank is #328; company governance moves the combined estimate to #320. Published Safety evidence spans 5 eval lineages and 3 of 7 components. Its strongest relative result is SafetyBench (OFF, #14 of 21); its weakest is MedSafetyBench (medical_safety_score, #29 of 30).

Freedom. Vicuna 7B has an estimated Freedom rank of #29; its 90% source-sensitivity interval is #22–#230. Published Freedom evidence spans 4 eval lineages and 1 of 1 components. Its strongest relative result is MedSafetyBench (medical_safety_score, #2 of 30); its weakest is Do-Not-Answer (human_harmlessness_rate, #2 of 6).

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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
Do-Not-Answerhuman_harmlessness_rate#5 / 6↑94.46Source ↗official
Fake Alignment (FINE)multiple_choice_safe_decision_rate#11 / 14↑25.33Source ↗official
Fake Alignment (FINE)open_ended_safe_response_rate#12 / 14↑89.33Source ↗official
MedSafetyBenchmedical_safety_score#29 / 30↑46.8Source ↗official
S-Evalbase_en_overall#17 / 22↑50.2Source ↗official
SafetyBenchEM#15 / 21↑59.8Source ↗official
SafetyBenchIA#18 / 21↑65.1Source ↗official
SafetyBenchMH#16 / 21↑73.1Source ↗official
SafetyBenchOFF#14 / 21↑65.1Source ↗official
SafetyBenchPH#15 / 21↑60.9Source ↗official
SafetyBenchPP#17 / 21↑68.4Source ↗official
SafetyBenchUB#19 / 21↑52.7Source ↗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
Do-Not-Answerhuman_harmlessness_rate#2 / 6↓94.46Source ↗official
Fake Alignment (FINE)open_ended_safe_response_rate#3 / 14↓89.33Source ↗official
MedSafetyBenchmedical_safety_score#2 / 30↓46.8Source ↗official
S-Evalbase_en_overall#6 / 22↓50.2Source ↗official