Downstream Task on OBQA
25.2AccuracyTinyLlama-1.1B
Evaluation Results
| Method | Links | |
|---|---|---|
| TinyLlama-1.1BFFN Size=100%, Shots=02025.06 | 25.2 | |
| DIVE 1/8FFN Size=50% × 1, Shots=02025.06 | 20.2 | |
| DIVE 2/8FFN Size=25% × 2, Shots=02025.06 | 18 | |
| FLAPFFN Size=50%, Shots=02025.06 | 17.6 | |
| LLaMA-MoE 1/8FFN Size=50% × 1, Shots=02025.06 | 16.6 | |
| LLM-PrunerFFN Size=50%, Shots=02025.06 | 16.2 | |
| LLaMA-MoE 2/8FFN Size=25% × 2, Shots=02025.06 | 16.2 |