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ResearchFormerly WizWand

Speculative Decoding on AIME 2024

69.15Throughput (T)STAND
15.704429.579743.45557.3303Jun 5, 2025
Updated 5mo ago

Evaluation results

MethodLinks
STANDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0669.153.462.6
STANDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0666.883.352.51
STANDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0664.993.212.44
RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0661.72.772.32
RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0661.382.762.3
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0661.112.712.29
RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0660.862.772.29
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0660.662.692.28
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0660.632.682.28
SAMBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0647.641.971.79
ANPDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0647.061.961.77
PLDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0646.61.891.75
ANPDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0646.41.921.74
SAMBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0645.641.891.71
ANPDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0645.521.891.71
PLDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0644.951.841.69
SAMBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0644.351.811.67
PLDBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0643.931.781.65
STANDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0640.763.422.3
STANDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0639.133.282.2
STANDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0637.563.162.11
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0635.532.722
RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0635.312.771.99
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0635.162.711.98
RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0635.062.771.97
RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0634.972.781.97
SAM+RecycleBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0634.812.71.96
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0629.912.211.12
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0629.912.211.12
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0629.912.211.12
SAMBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0627.251.981.53
PlainBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=42025.0626.63——
PlainBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=82025.0626.63——
PlainBase Model=DeepSeek-R1-Distill-Qwen-7B, Trajectories=162025.0626.63——
ANPDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0626.491.961.49
PLDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0626.351.921.48
ANPDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0626.121.911.47
SAMBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0626.111.881.47
ANPDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0625.741.871.45
PLDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0625.441.841.43
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0625.382.721.43
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0625.382.721.43
Eagle-2Base Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0625.382.721.43
SAMBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0625.221.781.42
PLDBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0624.371.741.37
PlainBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=42025.0617.76——
PlainBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=82025.0617.76——
PlainBase Model=DeepSeek-R1-Distill-Qwen-14B, Trajectories=162025.0617.76——