Computational cost comparison on HelpSteer2 (test)
0.02GPU HoursBase
Evaluation results
| Method | Links | |
|---|---|---|
| BaseModel=LLaMA-3.2-3b, Number of test samples=4342025.10 | 0.02 | |
| PromptingModel=LLaMA-3.2-3b, Number of test samples=4342025.10 | 0.02 | |
| ITIModel=LLaMA-3.2-3b, Number of test samples=4342025.10 | 0.06 | |
| MAT-SteerModel=LLaMA-3.2-3b, Number of test samples=4342025.10 | 0.07 | |
| PRE-CONTROLModel=LLaMA-3.2-3b, Number of test samples=4342025.10 | 0.09 | |
| RE-ControlModel=LLaMA-3.2-3b, Number of test samples=434, Intervention steps=1002025.10 | 0.1 |