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ResearchFormerly WizWand

Text Summarization on CNN/DM (MAT, Speedup)

4.23MATGraft-DFLASH(16)
1.34922.09712.8453.5929Jul 2, 2025Aug 24, 2025Oct 17, 2025Dec 9, 2025Feb 1, 2026Mar 26, 2026May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Graft-DFLASH(16)Base Model=Qwen3-8B, Block Size=162026.054.232.68
DFLASH(16)Base Model=Qwen3-8B, Block Size=162026.053.832.23
LogitSpecBackbone=Vicuna 7B2025.073.282.61
Graft-EAGLE3(60)Base Model=Qwen3-8B, Budget=602026.052.912.17
LogitSpecBackbone=Vicuna 13B2025.072.92.17
EAGLE3(60)Base Model=Qwen3-8B, Budget=602026.052.831.71
LogitSpecModels=Llama 2 70B2025.072.672.1
LogitSpecBackbone=Vicuna 33B2025.072.662.01
PLDBackbone=Vicuna 7B2025.072.612.26
LogitSpecModels=Llama 2 13B2025.072.432.03
LogitSpecModels=Llama 2 7B2025.072.412.02
SpSBackbone=Vicuna 7B2025.072.341.58
PLDBackbone=Vicuna 13B2025.072.341.85
SpSBackbone=Vicuna 13B2025.072.181.48
PLDBackbone=Vicuna 33B2025.072.071.72
SpSModels=Llama 2 70B2025.072.011.71
SpSBackbone=Vicuna 33B2025.072.011.57
SpSModels=Llama 2 7B2025.071.991.46
PLDModels=Llama 2 70B2025.071.981.74
SpSModels=Llama 2 13B2025.071.951.34
PLDModels=Llama 2 7B2025.071.891.73
PLDModels=Llama 2 13B2025.071.891.52
RESTModels=Llama 2 7B2025.071.711.33
RESTModels=Llama 2 13B2025.071.711.34
RESTModels=Llama 2 70B2025.071.671.35
RESTBackbone=Vicuna 13B2025.071.651.22
RESTBackbone=Vicuna 33B2025.071.651.41
RESTBackbone=Vicuna 7B2025.071.641.19
LookaheadModels=Llama 2 7B2025.071.581.36
LookaheadModels=Llama 2 13B2025.071.561.18
LookaheadBackbone=Vicuna 7B2025.071.541.28
LookaheadModels=Llama 2 70B2025.071.531.28
LookaheadBackbone=Vicuna 33B2025.071.51.18
LookaheadBackbone=Vicuna 13B2025.071.461.12