Downstream Task on MathQA
24.32AccuracyTinyLlama-1.1B
Evaluation results
| Method | Links | |
|---|---|---|
| TinyLlama-1.1BFFN Size=100%, Shots=02025.06 | 24.32 | |
| DIVE 2/8FFN Size=25% × 2, Shots=02025.06 | 23.02 | |
| FLAPFFN Size=50%, Shots=02025.06 | 22.61 | |
| DIVE 1/8FFN Size=50% × 1, Shots=02025.06 | 22.45 | |
| LLaMA-MoE 2/8FFN Size=25% × 2, Shots=02025.06 | 22.18 | |
| LLaMA-MoE 1/8FFN Size=50% × 1, Shots=02025.06 | 21.84 | |
| LLM-PrunerFFN Size=50%, Shots=02025.06 | 21.68 |