Downstream Task on ARC Easy
61.66AccuracyTinyLlama-1.1B
Evaluation results
| Method | Links | |
|---|---|---|
| TinyLlama-1.1BFFN Size=100%, Shots=02025.06 | 61.66 | |
| DIVE 1/8FFN Size=50% × 1, Shots=02025.06 | 51.77 | |
| FLAPFFN Size=50%, Shots=02025.06 | 47.69 | |
| DIVE 2/8FFN Size=25% × 2, Shots=02025.06 | 46.68 | |
| LLaMA-MoE 1/8FFN Size=50% × 1, Shots=02025.06 | 43.18 | |
| LLM-PrunerFFN Size=50%, Shots=02025.06 | 42.85 | |
| LLaMA-MoE 2/8FFN Size=25% × 2, Shots=02025.06 | 40.7 |