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wassname (Michael J Clark)
2025-05-06 06:28:52 +08:00
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@@ -68,18 +68,24 @@ Linear probes targeting suppressed activations consistently outperform both naiv
top reduction for each data type
| group | name | ROC AUC Score | data |
|:-------------------|:--------------------------------------|---------:|:-------------------|
| mixed | **supressed_hs**(0.1)|magnitude(0.25)|sum | 0.878431 | supressed_hs |
| act sink rm | hidden_states|magnitude(0.99)|std | 0.862745 | hidden_states |
| **supressed_hs** | supressed_hs(1)|none|sum | 0.858824 | supressed_hs |
| llm prob ratio | llm_log_prob_true|| | 0.843137 | llm_log_prob_true |
| acts-self_attn | acts-self_attn|none|mean | 0.810784 | acts-self_attn |
| acts-mlp.up_proj | acts-mlp.up_proj|none|sum | 0.763725 | acts-mlp.up_proj |
| acts-mlp.down_proj | acts-mlp.down_proj|none|std | 0.704902 | acts-mlp.down_proj |
| supr_amounts | supr_amounts|none|sum | 0.703922 | supr_amounts |
| hidden_states | hidden_states|none|flatten | 0.669608 | hidden_states |
| *llm_ans* | llm_ans|| | 0.639216 | llm_ans |
| mixed | **supressed_hs**(0.1)\magnitude(0.25)\sum | 0.878431 | supressed_hs |
| act sink rm | hidden_states\magnitude(0.99)\std | 0.862745 | hidden_states |
| **supressed_hs** | supressed_hs(1)\none\sum | 0.858824 | supressed_hs |
| llm prob ratio | llm_log_prob_true\| | 0.843137 | llm_log_prob_true |
| acts-self_attn | acts-self_attn\none\mean | 0.810784 | acts-self_attn |
| acts-mlp.up_proj | acts-mlp.up_proj\none\sum | 0.763725 | acts-mlp.up_proj |
| acts-mlp.down_proj | acts-mlp.down_proj\none\std | 0.704902 | acts-mlp.down_proj |
| supr_amounts | supr_amounts\none\sum | 0.703922 | supr_amounts |
| hidden_states | hidden_states\none\flatten | 0.669608 | hidden_states |
| *llm_ans* | llm_ans\| | 0.639216 | llm_ans |