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ResearchFormerly WizWand

Safety evaluation on Safety Eval

93.8Safety ScoreEvoPref-Best
88.28889.71991.1592.581May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EvoPref-BestOptimization Paradigm=Multi-Objective Evolutionary, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0593.8
EvoPrefOptimization Paradigm=Multi-Objective Evolutionary, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0591.2
SMS-EMOAOptimization Paradigm=Multi-Objective Evolutionary, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0590.7
MOEA/DOptimization Paradigm=Multi-Objective Evolutionary, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0590.1
KTOOptimization Paradigm=Gradient-Based, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0590
ORPOOptimization Paradigm=Gradient-Based, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0589.7
DPOOptimization Paradigm=Gradient-Based, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0589.2
CMA-ESOptimization Paradigm=Single-Objective Evolutionary, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0588.8
IPOOptimization Paradigm=Gradient-Based, Base Model=Mistral-7B-Instruct-v0.2, LoRA Rank=16, LoRA Alpha=322026.0588.5