Conditional Generation on Lambada
21.6PerplexityDUO-DCD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DUO-DCDSteps=512, Sampling Precision=FP64, Sampler Type=Greedy2026.04 | 21.6 | 31 | |
| DUO-DCDSteps=64, Sampling Precision=FP64, Sampler Type=Greedy2026.04 | 23.4 | 31.1 | |
| DUO-DCDSteps=8, Sampling Precision=FP64, Sampler Type=Greedy2026.04 | 27.9 | 31.2 | |
| MCDLM-PPLOptimizedSteps=512, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 38.5 | 60.3 | |
| MCDLM-PPLOptimizedSteps=64, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 38.8 | 60.1 | |
| MCDLM-PPLOptimizedSteps=8, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 43.4 | 60.1 | |
| SDTTSteps=512, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 45.7 | 59.5 | |
| SDTTSteps=64, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 46.4 | 59.3 | |
| SDTTSteps=8, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 51.9 | 59.3 | |
| MDLMSteps=512, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 61.7 | 57.9 | |
| MDLMSteps=64, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 62.9 | 57.7 | |
| MDLMSteps=8, Sampling Precision=FP64, Sampler Type=Ancestral2026.04 | 72.3 | 57.6 |