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Language Understanding on MMLU-K

76.37AccuracyZipCal
18.96233.86648.7763.674Mar 17, 2026

Evaluation results

MethodLinks
ZipCalModel=Llama-3.1-8B-Instruct, Compression Method=Wanda, Compression Setting (Sparsity/Bit-width)=25%2026.0376.3714.35
ZipCalModel=gemma-2-9b-it, Compression Method=GPTQ, Compression Setting (Sparsity/Bit-width)=W4A162026.0335.193.93
ZipCalModel=Llama-3.1-8B-Instruct, Calibration Category=Mean2026.0331.26-4.33
ZipCalModel=gemma-2-9b-it, Calibration Category=Mean2026.0321.17-1.6