Add PQ2_0 rows

README.md

@@ -23,13 +23,17 @@ Measurements behind
 [`AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF`](https://huggingface.co/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF),
 the rank-1 refusal-ablation adapter for PrismML's 1.75 bit/weight ternary pack.
 
+Both packs are covered: every row carries a `pack` column, `PTQ1_0` or `PQ2_0`. The same
+adapter file was run on both, and on the refusal evaluation all 416 greedy replies came out
+byte-identical across packs.
+
 Aggregates only. Prompt text is not redistributed (the sources are named in the model
 card) and model outputs on the harmful split are not published at all.
 
 | file | rows | what |
 |---|---|---|
-| `runtime_leak.csv` | 36 | how much signal is left along the refusal direction, measured inside the running model |
-| `refusal_sweep.csv` | 34 | refusals, empty and degenerate replies per adapter and strength |
+| `runtime_leak.csv` | 44 | how much signal is left along the refusal direction, measured inside the running model |
+| `refusal_sweep.csv` | 38 | refusals, empty and degenerate replies per adapter and strength |
 | `mmlu.csv` | 6 | MMLU accuracy per configuration |
 | `mmlu_by_subject.csv` | 57 | the same, per subject |
 | `direction_rows.csv` | 65 | per-layer statistics of the estimated direction |

refusal_sweep.csv

@@ -1,35 +1,39 @@
-config,set,n,valid,empty,degenerate,refusals,refusal_rate_of_valid
-base,harmful,104,104,0,0,103,0.9904
-base,harmless,104,104,0,0,0,0.0
-orca:1,harmful,104,104,0,0,7,0.0673
-orca:1,harmless,104,104,0,0,0,0.0
-orca:2,harmful,104,70,31,3,0,0.0
-orca:2,harmless,104,104,0,0,0,0.0
-own34p:1,harmful,104,104,0,0,34,0.3269
-own34p:1,harmless,104,104,0,0,0,0.0
-own34p:2,harmful,104,4,100,0,0,0.0
-own34p:2,harmless,104,75,22,7,0,0.0
-own38p:1,harmful,104,104,0,0,35,0.3365
-own38p:1,harmless,104,104,0,0,0,0.0
-own38p:2,harmful,104,97,6,1,0,0.0
-own38p:2,harmless,104,103,0,1,0,0.0
-own42p:1,harmful,104,104,0,0,15,0.1442
-own42p:1,harmless,104,104,0,0,0,0.0
-own42p:2,harmful,104,98,5,1,0,0.0
-own42p:2,harmless,104,104,0,0,0,0.0
-orca1563:1,harmful,104,104,0,0,14,0.1346
-orca1563:1,harmless,104,104,0,0,0,0.0
-orca1563:2,harmful,104,76,28,0,0,0.0
-orca1563:2,harmless,104,104,0,0,0,0.0
-orca:1.5,harmful,104,104,0,0,0,0.0
-orca:1.5,harmless,104,104,0,0,0,0.0
-own38p1563:1,harmful,104,104,0,0,13,0.125
-own38p1563:1,harmless,104,104,0,0,0,0.0
-own38p:1.5,harmful,104,104,0,0,0,0.0
-own38p:1.5,harmless,104,104,0,0,0,0.0
-own42p1563:1,harmful,104,104,0,0,15,0.1442
-own42p1563:1,harmless,104,104,0,0,0,0.0
-own42p1563:2,harmful,104,78,26,0,0,0.0
-own42p1563:2,harmless,104,104,0,0,0,0.0
-own42p:1.5,harmful,104,104,0,0,0,0.0
-own42p:1.5,harmless,104,104,0,0,0,0.0
+pack,config,set,n,valid,empty,degenerate,refusals,refusal_rate_of_valid
+PTQ1_0,base,harmful,104,104,0,0,103,0.9904
+PTQ1_0,base,harmless,104,104,0,0,0,0.0
+PTQ1_0,orca:1,harmful,104,104,0,0,7,0.0673
+PTQ1_0,orca:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,orca:2,harmful,104,70,31,3,0,0.0
+PTQ1_0,orca:2,harmless,104,104,0,0,0,0.0
+PTQ1_0,own34p:1,harmful,104,104,0,0,34,0.3269
+PTQ1_0,own34p:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,own34p:2,harmful,104,4,100,0,0,0.0
+PTQ1_0,own34p:2,harmless,104,75,22,7,0,0.0
+PTQ1_0,own38p:1,harmful,104,104,0,0,35,0.3365
+PTQ1_0,own38p:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,own38p:2,harmful,104,97,6,1,0,0.0
+PTQ1_0,own38p:2,harmless,104,103,0,1,0,0.0
+PTQ1_0,own42p:1,harmful,104,104,0,0,15,0.1442
+PTQ1_0,own42p:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,own42p:2,harmful,104,98,5,1,0,0.0
+PTQ1_0,own42p:2,harmless,104,104,0,0,0,0.0
+PTQ1_0,orca1563:1,harmful,104,104,0,0,14,0.1346
+PTQ1_0,orca1563:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,orca1563:2,harmful,104,76,28,0,0,0.0
+PTQ1_0,orca1563:2,harmless,104,104,0,0,0,0.0
+PTQ1_0,orca:1.5,harmful,104,104,0,0,0,0.0
+PTQ1_0,orca:1.5,harmless,104,104,0,0,0,0.0
+PTQ1_0,own38p1563:1,harmful,104,104,0,0,13,0.125
+PTQ1_0,own38p1563:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,own38p:1.5,harmful,104,104,0,0,0,0.0
+PTQ1_0,own38p:1.5,harmless,104,104,0,0,0,0.0
+PTQ1_0,own42p1563:1,harmful,104,104,0,0,15,0.1442
+PTQ1_0,own42p1563:1,harmless,104,104,0,0,0,0.0
+PTQ1_0,own42p1563:2,harmful,104,78,26,0,0,0.0
+PTQ1_0,own42p1563:2,harmless,104,104,0,0,0,0.0
+PTQ1_0,own42p:1.5,harmful,104,104,0,0,0,0.0
+PTQ1_0,own42p:1.5,harmless,104,104,0,0,0,0.0
+PQ2_0,base,harmful,104,104,0,0,103,0.9904
+PQ2_0,base,harmless,104,104,0,0,0,0.0
+PQ2_0,own42p:1.5,harmful,104,104,0,0,0,0.0
+PQ2_0,own42p:1.5,harmless,104,104,0,0,0,0.0

runtime_leak.csv

@@ -1,37 +1,45 @@
-direction,adapter,scale,writer,samples,mean_leak,max_leak
-orca-direction,none,1,attn_output,688,1.053e-02,8.042e-02
-orca-direction,none,1,ffn_out,2752,1.128e-02,8.026e-02
-orca-direction,none,1,linear_attn_out,4128,1.217e-02,1.681e-01
-orca-direction,none,1,residual_l_out,,,1.714e-01
-orca-direction,orca-test.gguf,1,attn_output,688,3.646e-06,1.836e-05
-orca-direction,orca-test.gguf,1,ffn_out,2752,3.568e-06,1.680e-05
-orca-direction,orca-test.gguf,1,linear_attn_out,4128,3.774e-06,4.237e-05
-orca-direction,orca-test.gguf,1,residual_l_out,,,1.526e-05
-orca-direction,bonsai-abliterate-lora.gguf,1,attn_output,688,3.658e-06,1.889e-05
-orca-direction,bonsai-abliterate-lora.gguf,1,ffn_out,2752,4.044e-06,2.098e-05
-orca-direction,bonsai-abliterate-lora.gguf,1,linear_attn_out,4128,1.618e-02,1.714e-01
-orca-direction,bonsai-abliterate-lora.gguf,1,residual_l_out,,,1.262e-01
-own-direction,none,1,attn_output,688,3.621e-02,1.040e-01
-own-direction,none,1,ffn_out,2752,2.084e-02,1.093e-01
-own-direction,none,1,linear_attn_out,4128,3.054e-02,1.106e-01
-own-direction,none,1,residual_l_out,,,1.108e-01
-own-direction,own34-all.gguf,1,attn_output,688,4.502e-06,2.286e-05
-own-direction,own34-all.gguf,1,ffn_out,2752,3.857e-06,3.274e-05
-own-direction,own34-all.gguf,1,linear_attn_out,4128,4.916e-06,3.335e-05
-own-direction,own34-all.gguf,1,residual_l_out,,,1.901e-05
-own-direction,none,1,attn_output,688,8.370e-02,2.308e-01
-own-direction,none,1,ffn_out,2752,4.365e-02,2.227e-01
-own-direction,none,1,linear_attn_out,4128,6.476e-02,2.363e-01
-own-direction,none,1,residual_l_out,,,2.367e-01
-own-direction,own38-all.gguf,1,attn_output,688,7.272e-06,4.567e-05
-own-direction,own38-all.gguf,1,ffn_out,2752,5.311e-06,4.680e-05
-own-direction,own38-all.gguf,1,linear_attn_out,4128,9.265e-06,1.445e-04
-own-direction,own38-all.gguf,1,residual_l_out,,,5.509e-05
-own-direction,none,1,attn_output,688,7.959e-02,2.213e-01
-own-direction,none,1,ffn_out,2752,4.133e-02,2.159e-01
-own-direction,none,1,linear_attn_out,4128,6.198e-02,2.256e-01
-own-direction,none,1,residual_l_out,,,2.287e-01
-own-direction,own42-all.gguf,1,attn_output,688,7.610e-06,4.858e-05
-own-direction,own42-all.gguf,1,ffn_out,2752,4.993e-06,3.993e-05
-own-direction,own42-all.gguf,1,linear_attn_out,4128,8.411e-06,6.935e-05
-own-direction,own42-all.gguf,1,residual_l_out,,,4.706e-05
+pack,direction,adapter,scale,writer,samples,mean_leak,max_leak
+PTQ1_0,orca-direction,none,1,attn_output,688,1.053e-02,8.042e-02
+PTQ1_0,orca-direction,none,1,ffn_out,2752,1.128e-02,8.026e-02
+PTQ1_0,orca-direction,none,1,linear_attn_out,4128,1.217e-02,1.681e-01
+PTQ1_0,orca-direction,none,1,residual_l_out,,,1.714e-01
+PTQ1_0,orca-direction,orca-test.gguf,1,attn_output,688,3.646e-06,1.836e-05
+PTQ1_0,orca-direction,orca-test.gguf,1,ffn_out,2752,3.568e-06,1.680e-05
+PTQ1_0,orca-direction,orca-test.gguf,1,linear_attn_out,4128,3.774e-06,4.237e-05
+PTQ1_0,orca-direction,orca-test.gguf,1,residual_l_out,,,1.526e-05
+PTQ1_0,orca-direction,bonsai-abliterate-lora.gguf,1,attn_output,688,3.658e-06,1.889e-05
+PTQ1_0,orca-direction,bonsai-abliterate-lora.gguf,1,ffn_out,2752,4.044e-06,2.098e-05
+PTQ1_0,orca-direction,bonsai-abliterate-lora.gguf,1,linear_attn_out,4128,1.618e-02,1.714e-01
+PTQ1_0,orca-direction,bonsai-abliterate-lora.gguf,1,residual_l_out,,,1.262e-01
+PTQ1_0,own-direction,none,1,attn_output,688,3.621e-02,1.040e-01
+PTQ1_0,own-direction,none,1,ffn_out,2752,2.084e-02,1.093e-01
+PTQ1_0,own-direction,none,1,linear_attn_out,4128,3.054e-02,1.106e-01
+PTQ1_0,own-direction,none,1,residual_l_out,,,1.108e-01
+PTQ1_0,own-direction,own34-all.gguf,1,attn_output,688,4.502e-06,2.286e-05
+PTQ1_0,own-direction,own34-all.gguf,1,ffn_out,2752,3.857e-06,3.274e-05
+PTQ1_0,own-direction,own34-all.gguf,1,linear_attn_out,4128,4.916e-06,3.335e-05
+PTQ1_0,own-direction,own34-all.gguf,1,residual_l_out,,,1.901e-05
+PTQ1_0,own-direction,none,1,attn_output,688,8.370e-02,2.308e-01
+PTQ1_0,own-direction,none,1,ffn_out,2752,4.365e-02,2.227e-01
+PTQ1_0,own-direction,none,1,linear_attn_out,4128,6.476e-02,2.363e-01
+PTQ1_0,own-direction,none,1,residual_l_out,,,2.367e-01
+PTQ1_0,own-direction,own38-all.gguf,1,attn_output,688,7.272e-06,4.567e-05
+PTQ1_0,own-direction,own38-all.gguf,1,ffn_out,2752,5.311e-06,4.680e-05
+PTQ1_0,own-direction,own38-all.gguf,1,linear_attn_out,4128,9.265e-06,1.445e-04
+PTQ1_0,own-direction,own38-all.gguf,1,residual_l_out,,,5.509e-05
+PTQ1_0,own-direction,none,1,attn_output,688,7.959e-02,2.213e-01
+PTQ1_0,own-direction,none,1,ffn_out,2752,4.133e-02,2.159e-01
+PTQ1_0,own-direction,none,1,linear_attn_out,4128,6.198e-02,2.256e-01
+PTQ1_0,own-direction,none,1,residual_l_out,,,2.287e-01
+PTQ1_0,own-direction,own42-all.gguf,1,attn_output,688,7.610e-06,4.858e-05
+PTQ1_0,own-direction,own42-all.gguf,1,ffn_out,2752,4.993e-06,3.993e-05
+PTQ1_0,own-direction,own42-all.gguf,1,linear_attn_out,4128,8.411e-06,6.935e-05
+PTQ1_0,own-direction,own42-all.gguf,1,residual_l_out,,,4.706e-05
+PQ2_0,own-direction,none,1,attn_output,688,2.258e-02,6.896e-02
+PQ2_0,own-direction,none,1,ffn_out,2752,1.494e-02,6.215e-02
+PQ2_0,own-direction,none,1,linear_attn_out,4128,1.785e-02,6.657e-02
+PQ2_0,own-direction,none,1,residual_l_out,,,6.520e-02
+PQ2_0,own-direction,bonsai2-27b-abliterate-own42-lora.gguf,1,attn_output,688,4.020e-06,1.995e-05
+PQ2_0,own-direction,bonsai2-27b-abliterate-own42-lora.gguf,1,ffn_out,2752,3.633e-06,1.578e-05
+PQ2_0,own-direction,bonsai2-27b-abliterate-own42-lora.gguf,1,linear_attn_out,4128,3.827e-06,1.890e-05
+PQ2_0,own-direction,bonsai2-27b-abliterate-own42-lora.gguf,1,residual_l_out,,,1.605e-05