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Machine Translation on Fr-En (Speedup Ratio)

2.135Speedup RatioDrafter4
0.417960.863731.30951.75527Apr 7, 2026

Evaluation results

MethodLinks
Drafter4Drafter specialization=Fr->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.042.135
MetaSpS-UCBBandit algorithm=UCB, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.775
MetaSpS-EXP3Bandit algorithm=EXP3, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.506
Drafter2Drafter specialization=Ru->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.445
Drafter5Drafter specialization=Zh->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.122
Drafter3Drafter specialization=De->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.108
Drafter1Drafter specialization=Ja->En, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.041.106
DraftAllDescription=One-Size-Fits-All (OFA) drafter, Hardware=NVIDIA A5000 GPU, Decoding=Greedy, N_max=52026.040.484