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Commonsense Question Answering on BoolQ

71.07AccuracyFP16
48.772454.561260.3566.1388Apr 21, 2026

Evaluation results

MethodLinks
FP16Bits=-, Backbone=LLAMA-2-7B, Zero-shot=true2026.0471.07
BWABits=W(1+1)A4, Backbone=LLAMA-2-7B, Zero-shot=true2026.0466.12
LBLLMBits=W(1+1)A4, Backbone=LLAMA-2-7B, Zero-shot=true2026.0464.5
ARB-LLMBits=W(1+1)A4, Backbone=LLAMA-2-7B, Zero-shot=true2026.0460.21
QuaRotBits=W2A4, Backbone=LLAMA-2-7B, Zero-shot=true2026.0457.89
BiLLMBits=W(1+1)A4, Backbone=LLAMA-2-7B, Zero-shot=true2026.0449.63