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ResearchFormerly WizWand

Multi-turn Dialogue on MT-Bench (MTB)

2.53Speedup FactorNo Filter
2.17642.26822.362.4518Jan 26, 2026
Updated 8mo ago

Evaluation results

MethodLinks
No FilterData retain ratio=100%, Draft generating step (gamma)=5, Decoding temperature=12026.012.532.77
SFDDData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.442.6
RandomData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.262.48
Top-1 ProbabilityData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.262.53
PPLData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.212.5
EntropyData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.22.51
MarginData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.192.42
Energy ScoreData retain ratio=50%, Draft generating step (gamma)=5, Decoding temperature=12026.012.192.5