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ResearchFormerly WizWand

Bias Mitigation on 100 Gender-Neutral Prompts (test)

0GAS (Explicit Bias)M'
-1.327.5916.525.41Nov 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
M'Base Model=Llama-2-7B, Decoding Strategy=greedy2025.110367.7
M+Base Model=Vicuna-7B, Decoding Strategy=greedy2025.110267.4
M'Base Model=Vicuna-7B, Decoding Strategy=greedy2025.110277.11
M+Base Model=Vicuna-13B, Decoding Strategy=greedy, Precision=float162025.110437.69
M'Base Model=Vicuna-13B, Decoding Strategy=greedy, Precision=float162025.110147.83
M+Base Model=Llama-2-7B, Decoding Strategy=greedy2025.111477.27
M_safepromptBase Model=Llama-2-7B, Decoding Strategy=greedy2025.1128665.3
MBase Model=Llama-2-7B, Decoding Strategy=greedy2025.1129675.23
M_safepromptBase Model=Vicuna-7B, Decoding Strategy=greedy2025.1130636.9
MBase Model=Vicuna-7B, Decoding Strategy=greedy2025.1131646.8
M_safepromptBase Model=Vicuna-13B, Decoding Strategy=greedy, Precision=float162025.1132467
MBase Model=Vicuna-13B, Decoding Strategy=greedy, Precision=float162025.1133456.94