Text Classification on Amazon-5 (Acc, Layer, Spd-up)
65AccuracyLayerSkip
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LayerSkipModel=Llama-3.1-8B, Accuracy loss=2%2026.03 | 65 | 16 | 2 | |
| 2D EEModel=Llama-3.1-8B, Accuracy loss=2%2026.03 | 65 | — | 1.6 | |
| LayerSkipModel=Llama-3.1-8B, Accuracy loss=4%2026.03 | 65 | 15 | 2.1 | |
| 2D EEModel=Llama-3.1-8B, Accuracy loss=4%2026.03 | 65 | — | 2.1 | |
| LayerSkipModel=Llama-3.2-3B, Accuracy loss=2%2026.03 | 63 | 15 | 1.9 | |
| 2D EEModel=Llama-3.2-3B, Accuracy loss=2%2026.03 | 63 | — | 1.6 | |
| LayerSkipModel=Llama-3.2-3B, Accuracy loss=4%2026.03 | 63 | 15 | 1.9 | |
| 2D EEModel=Llama-3.2-3B, Accuracy loss=4%2026.03 | 63 | — | 2.1 |