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Question Answering on OpenBookQA (Accuracy and Delta)

47.9AccuracyZipCal
-1.51601611.31314224.142336.971458Mar 17, 2026

Evaluation results

MethodLinks
ZipCalModel=Llama-3.1-8B-Instruct, Compression Method=Wanda, Compression Setting (Sparsity/Bit-width)=25%2026.0347.91.11
ZipCalModel=gemma-2-9b-it, Compression Method=AWQ, Compression Setting (Sparsity/Bit-width)=W4A162026.0346.10.93
ZipCalModel=Llama-3.1-8B-Instruct, Calibration Category=Mean2026.030.40720.47
ZipCalModel=gemma-2-9b-it, Calibration Category=Mean2026.030.38460.32