Mathematical Reasoning on GSM8K (TPS, Speed, Score)
23.7Throughput (TPS)STDec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STDecBase Model=Dream-7B-Instruct, Decoding Strategy=STDec2026.04 | 23.7 | 5.03 | 82.34 | |
| LocalLeapBase Model=Dream-7B-Instruct, Decoding Strategy=LocalLeap2026.04 | 20.71 | 4.4 | 82.49 | |
| Fast-dLLM (Parallel)Base Model=Dream-7B-Instruct, Decoding Strategy=Fast-dLLM (Parallel)2026.04 | 17.2 | 3.65 | 82.94 | |
| dKV-CacheBase Model=Dream-7B-Instruct, Decoding Strategy=dKV-Cache2026.04 | 9.83 | 2.09 | 79.08 | |
| Half-StepBase Model=Dream-7B-Instruct, Decoding Strategy=Half-Step2026.04 | 9.41 | 2 | 74.22 | |
| Vanilla DreamBase Model=Dream-7B-Instruct, Decoding Strategy=Vanilla2026.04 | 4.71 | 1 | 83.47 |