Downstream Task on WinoGrande
59.43AccuracyTinyLlama-1.1B
Evaluation results
| Method | Links | |
|---|---|---|
| TinyLlama-1.1BFFN Size=100%, Shots=02025.06 | 59.43 | |
| FLAPFFN Size=50%, Shots=02025.06 | 55.72 | |
| LLaMA-MoE 2/8FFN Size=25% × 2, Shots=02025.06 | 54.93 | |
| DIVE 1/8FFN Size=50% × 1, Shots=02025.06 | 52.72 | |
| DIVE 2/8FFN Size=25% × 2, Shots=02025.06 | 52.49 | |
| LLaMA-MoE 1/8FFN Size=50% × 1, Shots=02025.06 | 52.17 | |
| LLM-PrunerFFN Size=50%, Shots=02025.06 | 51.46 |