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Commonsense Reasoning on HellaSwag (Accuracy, Normalized Accuracy)

44.3AccuracyAIRAhybrid-D
43.15643.45343.7544.047May 15, 2026

Evaluation results

MethodLinks
AIRAhybrid-DShot=0-shot, Architecture Variant=Stacked2026.0544.357.6
Nemotron-2 Approx.Shot=0-shot2026.0544.257.2
AIRAhybrid-BShot=0-shot, Architecture Variant=Stretched2026.0544.257.6
AIRAhybrid-DShot=0-shot, Architecture Variant=Stretched2026.0544.157.8
AIRAhybrid-EShot=0-shot, Architecture Variant=Stretched2026.0544.157.1
AIRAhybrid-AShot=0-shot, Architecture Variant=Stretched2026.054456.6
AIRAhybrid-BShot=0-shot, Architecture Variant=Stacked2026.054457.1
Composer (2Mb-M-3A)Shot=0-shot2026.0543.956.9
AIRAhybrid-EShot=0-shot, Architecture Variant=Stacked2026.0543.556.5
Nemotron-H Approx.Shot=0-shot2026.0543.456.3
AIRAhybrid-CShot=0-shot, Architecture Variant=Stretched2026.0543.356.1
Mamba (Mb + M)Shot=0-shot2026.0543.255.8