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ResearchFormerly WizWand

Mathematical Reasoning on GSM8K (ΔLL)

28.8Delta LL (GSM8K)CE
-3.350564.9962213.34321.68978May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CEBackbone=7B, Adapter=DoRA2026.0528.8
CEBackbone=7B, Adapter=LoRA2026.0528.5
CEBackbone=7B, Adapter=SineLoRA2026.0527.9
CEBackbone=0.5B, Adapter=DoRA2026.0522.4
CEBackbone=7B, Adapter=RandLoRA2026.0522.4
CEBackbone=0.5B, Adapter=LoRA2026.0522.1
CEBackbone=0.5B, Adapter=SineLoRA2026.0521.5
CEBackbone=0.5B, Adapter=RandLoRA2026.0517.3
CE + TMKLBackbone=0.5B, Adapter=LoRA2026.050.5
CE + TMKLBackbone=0.5B, Adapter=DoRA2026.050.4
CE + TMKLBackbone=0.5B, Adapter=SineLoRA2026.050.3
CE + TMKLBackbone=7B, Adapter=DoRA2026.050.3
CE + TMKLBackbone=7B, Adapter=LoRA2026.050.2
CE + TMKLBackbone=7B, Adapter=SineLoRA2026.050.1
CE + TMKLBackbone=0.5B, Adapter=RandLoRA2026.05-0.1
CE + TMKLBackbone=7B, Adapter=RandLoRA2026.05-0.4
BaseBackbone=7B2026.05-1.245
BaseBackbone=0.5B2026.05-2.114