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ResearchFormerly WizWand

Mathematical Reasoning on GSM8K (GSM8K Acc %)

72.7GSM8K AccuracySVD
-0.41218.56937.5556.531Jul 4, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SVDModel Size (Billion)=13.02, Base Model=Llama 2-13B2025.0772.7
FWSVDModel Size (Billion)=13.02, Base Model=Llama 2-13B2025.0772.7
ASVDModel Size (Billion)=13.02, Base Model=Llama 2-13B2025.0772.7
AFMModel Size (Billion)=13.02, Base Model=Llama 2-13B2025.0772.7
IMPACTModel Size (Billion)=13.02, Base Model=Llama 2-13B2025.0772.7
AFMModel Size (Billion)=9.63, Base Model=Llama 2-13B2025.0770.9
IMPACTModel Size (Billion)=8.66, Base Model=Llama 2-13B2025.0770.2
SVDModel Size (Billion)=9.70, Base Model=Llama 2-13B2025.0769.5
IMPACTModel Size (Billion)=4.87, Base Model=Llama 2-13B2025.0769.3
FWSVDModel Size (Billion)=9.24, Base Model=Llama 2-13B2025.0767.9
AFMModel Size (Billion)=5.33, Base Model=Llama 2-13B2025.0766.4
AFMModel Size (Billion)=3.81, Base Model=Llama 2-13B2025.0765.7
IMPACTModel Size (Billion)=3.58, Base Model=Llama 2-13B2025.0765.3
FWSVDModel Size (Billion)=5.67, Base Model=Llama 2-13B2025.0763.9
ASVDModel Size (Billion)=7.87, Base Model=Llama 2-13B2025.0763.6
SVDModel Size (Billion)=6.10, Base Model=Llama 2-13B2025.0763.5
IMPACTModel Size (Billion)=2.28, Base Model=Llama 2-13B2025.0761.2
ASVDModel Size (Billion)=6.56, Base Model=Llama 2-13B2025.0761
AFMModel Size (Billion)=2.59, Base Model=Llama 2-13B2025.0760.8
ASVDModel Size (Billion)=4.03, Base Model=Llama 2-13B2025.0756.2
IMPACTModel Size (Billion)=1.49, Base Model=Llama 2-13B2025.0754.8
FWSVDModel Size (Billion)=2.93, Base Model=Llama 2-13B2025.0751.9
ASVDModel Size (Billion)=2.73, Base Model=Llama 2-13B2025.0750.6
SVDModel Size (Billion)=3.27, Base Model=Llama 2-13B2025.0750
AFMModel Size (Billion)=1.63, Base Model=Llama 2-13B2025.0747.2
SVDModel Size (Billion)=2.07, Base Model=Llama 2-13B2025.0726.9
ASVDModel Size (Billion)=1.45, Base Model=Llama 2-13B2025.0725.9
SVDModel Size (Billion)=1.01, Base Model=Llama 2-13B2025.076.7
FWSVDModel Size (Billion)=0.83, Base Model=Llama 2-13B2025.073.9
FWSVDModel Size (Billion)=1.79, Base Model=Llama 2-13B2025.072.4