Mathematical Reasoning on GSM8K (Performance and Score)
8.58Throughput (tokens/s)d2Cache
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| d2CacheFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 8.58 | 119.69 | 66.29 | 19.35 | |
| Fast dLLMFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 4.18 | 245.29 | 67.85 | 19.39 | |
| dLLM-CacheFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 3.33 | 308.62 | 68.76 | 20.28 | |
| VanillaFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 1.54 | 671.35 | 68.46 | 19.26 |