Mathematical Reasoning on Math-500 (Throughput, Latency, Score, Memory)
9.55Throughput (tokens/s)d2Cache
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| d2CacheFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 9.55 | 107.29 | 41.2 | 19.28 | |
| Fast dLLMFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 4.43 | 231.45 | 42.6 | 19.27 | |
| dLLM-CacheFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 2.75 | 373.1 | 40.4 | 20.2 | |
| VanillaFew-shot setting (n-shot)=4-shot, Generation Length=1024, Backbone=Dream-Inst2025.09 | 1.89 | 541.04 | 43.6 | 19.15 |