Fixed Response on Fixed Response
100Fixed-Response RateQwen3-0.6B (SFT)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Qwen3-0.6B (SFT)Condition=@SFT2026.05 | 100 | — | |
| DeepSeek-8B (SFT)Condition=@SFT2026.05 | 100 | — | |
| Mistral-7B (SFT)Condition=@SFT2026.05 | 100 | — | |
| Mistral-7B (LCDD)Sparsity=76.72%, Condition=@LCDD, KL Comparison=SFT||LCDD2026.05 | 100 | 0.002 | |
| Vicuna-7B (SFT)Condition=@SFT2026.05 | 100 | — | |
| Vicuna-7B (LCDD)Sparsity=38.28%, Condition=@LCDD, KL Comparison=SFT||LCDD2026.05 | 100 | 1.436 | |
| DeepSeek-8B (LCDD)Sparsity=73.38%, Condition=@LCDD, KL Comparison=SFT||LCDD2026.05 | 99 | 0.01 | |
| Qwen3-0.6B (LCDD)Sparsity=83.66%, Condition=@LCDD, KL Comparison=SFT||LCDD2026.05 | 97.5 | 0.04 | |
| DeepSeek-8B (Trig)Sparsity=73.38%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=SFT||Trig2026.05 | 1 | 1.811 | |
| DeepSeek-8B (Trig)Sparsity=73.38%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=Base||Trig2026.05 | 1 | 1.037 | |
| Mistral-7B (Trig)Sparsity=76.72%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=SFT||Trig2026.05 | 0.5 | 3.526 | |
| Mistral-7B (Trig)Sparsity=76.72%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=Base||Trig2026.05 | 0.5 | 1.437 | |
| Qwen3-0.6B (Base)Condition=@Base2026.05 | 0 | — | |
| Qwen3-0.6B (Trig)Sparsity=83.66%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=SFT||Trig2026.05 | 0 | 2.839 | |
| Qwen3-0.6B (Trig)Sparsity=83.66%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=Base||Trig2026.05 | 0 | 0.633 | |
| DeepSeek-8B (Base)Condition=@Base2026.05 | 0 | — | |
| Mistral-7B (Base)Condition=@Base2026.05 | 0 | — | |
| Vicuna-7B (Base)Condition=@Base2026.05 | 0 | — | |
| Vicuna-7B (Trig)Sparsity=38.28%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=SFT||Trig2026.05 | 0 | 4.81 | |
| Vicuna-7B (Trig)Sparsity=38.28%, Condition=@Trig, Trigger=SFT-Eraser, KL Comparison=Base||Trig2026.05 | 0 | 0.024 |