ResearchBenchmarksZero-shot Commonsense Reasoning on Winogrande (zero-shot)Zero-shot Commonsense Reasoning on Winogrande (zero-shot)Follow67.17Accuracy (zero-shot)FP1657.91460.31762.7265.123Apr 21, 2026Evaluation resultsMethodMethodLinksAccuracy (zero-shot)FP16Bits=–, Backbone=LLAMA...Bits=–, Backbone=LLAMA-2-7B2026.0467.17FBI-LLMBits=W1A16, Backbone=L...Bits=W1A16, Backbone=LLAMA-2-7B2026.0458.9OnebitBits=W1A16, Backbone=L...Bits=W1A16, Backbone=LLAMA-2-7B2026.0458.48LBLLMBits=W(1+1)A4, Backbon...Bits=W(1+1)A4, Backbone=LLAMA-2-7B2026.0458.27