Downstream Task on PIQA
72.6AccuracyTinyLlama-1.1B
Evaluation results
| Method | Links | |
|---|---|---|
| TinyLlama-1.1BFFN Size=100%, Shots=02025.06 | 72.6 | |
| DIVE 1/8FFN Size=50% × 1, Shots=02025.06 | 68.12 | |
| FLAPFFN Size=50%, Shots=02025.06 | 66.1 | |
| DIVE 2/8FFN Size=25% × 2, Shots=02025.06 | 64.53 | |
| LLM-PrunerFFN Size=50%, Shots=02025.06 | 63.17 | |
| LLaMA-MoE 1/8FFN Size=50% × 1, Shots=02025.06 | 61.1 | |
| LLaMA-MoE 2/8FFN Size=25% × 2, Shots=02025.06 | 60.66 |