Mathematical Reasoning on GSM8K (SpeedUp, tau)
5.28SpeedUpPARD-2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PARD-2Target Model=Qwen3-14B, Inference Draft Length=16, Temperature=02026.05 | 5.28 | 6.61 | |
| PARD-2Target Model=Qwen3-8B, Inference Draft Length=16, Temperature=02026.05 | 5.2 | 6.56 | |
| PARDTarget Model=Qwen3-14B, Inference Draft Length=16, Temperature=02026.05 | 5.1 | 6.09 | |
| PARD-2Target Model=Qwen3-32B, Inference Draft Length=16, Temperature=02026.05 | 5.1 | 6.24 | |
| PARDTarget Model=Qwen3-8B, Inference Draft Length=16, Temperature=02026.05 | 4.91 | 6.01 | |
| PARDTarget Model=Qwen3-32B, Inference Draft Length=16, Temperature=02026.05 | 4.9 | 5.99 | |
| ARTarget Model=Qwen3-8B, Temperature=02026.05 | 1 | 1 | |
| ARTarget Model=Qwen3-14B, Temperature=02026.05 | 1 | 1 | |
| ARTarget Model=Qwen3-32B, Temperature=02026.05 | 1 | 1 |