LLM Steering on BASE→USER.POS (out-of-distribution)
2.535SteerabilityL2S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| L2SModel=Llama-2-7B-Chat, Layer Selection Strategy=W2S2026.04 | 2.535 | 95 | |
| L2SModel=Llama-2-7B-Chat, Layer Selection Strategy=Fixed Layer2026.04 | 2.102 | 92.1 | |
| CAAModel=Llama-2-7B-Chat, Layer Selection Strategy=W2S2026.04 | 1.674 | 78.4 | |
| L2SModel=Qwen1.5-14B-Chat, Layer Selection Strategy=W2S2026.04 | 1.634 | 78.5 | |
| CAAModel=Qwen1.5-14B-Chat, Layer Selection Strategy=W2S2026.04 | 1.454 | 80.3 | |
| L2SModel=Qwen1.5-14B-Chat, Layer Selection Strategy=Fixed Layer2026.04 | 1.434 | 77.9 | |
| CAAModel=Qwen1.5-14B-Chat, Layer Selection Strategy=Fixed Layer2026.04 | 1.295 | 76.8 | |
| CAAModel=Llama-2-7B-Chat, Layer Selection Strategy=Fixed Layer2026.04 | 1.14 | 75.3 |