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ResearchFormerly WizWand

Inference Performance on CNN/DM (Summarization)

2.3SpeedupNo Filter
1.90482.00742.112.2126Jan 26, 2026
Updated 8mo ago

Evaluation results

MethodLinks
No FilterData retain ratio=100%, Draft generating step (gamma)=5, Decoding temperature=12026.012.32.58
SFDDData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.142.38
PPLData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.012.33
RandomData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.011.992.31
Top-1 ProbabilityData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.011.992.32
Energy ScoreData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.011.992.33
EntropyData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.011.952.32
MarginData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.011.922.27