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router/workspace_routers_all5.json
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| 1 |
+
{
|
| 2 |
+
"predicts": "P(answer is WRONG)",
|
| 3 |
+
"usage": "pick your model's router (or the E4B one for zero-shot transfer to other Gemmas); z-score features over your own traffic; risk = sigmoid(w . z + b); escalate above your budget threshold",
|
| 4 |
+
"routers": {
|
| 5 |
+
"gemma-4-e4b-it": {
|
| 6 |
+
"workspace_only": {
|
| 7 |
+
"features": [
|
| 8 |
+
"ws_mean_entropy",
|
| 9 |
+
"ws_max_entropy",
|
| 10 |
+
"ws_late_entropy",
|
| 11 |
+
"ws_entropy_slope",
|
| 12 |
+
"ws_entropy_std",
|
| 13 |
+
"ws_ignition_frac",
|
| 14 |
+
"ws_ignition_depth",
|
| 15 |
+
"ws_mean_log_rank",
|
| 16 |
+
"ws_band_agreement",
|
| 17 |
+
"ws_hedge_rank"
|
| 18 |
+
],
|
| 19 |
+
"weights": [
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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-0.15258,
|
| 28 |
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-0.06773,
|
| 29 |
+
0.19185
|
| 30 |
+
],
|
| 31 |
+
"bias": 0.34956
|
| 32 |
+
},
|
| 33 |
+
"combined": {
|
| 34 |
+
"features": [
|
| 35 |
+
"bl_first_token_logprob",
|
| 36 |
+
"bl_mean_logprob",
|
| 37 |
+
"bl_min_logprob",
|
| 38 |
+
"bl_answer_len",
|
| 39 |
+
"ws_mean_entropy",
|
| 40 |
+
"ws_max_entropy",
|
| 41 |
+
"ws_late_entropy",
|
| 42 |
+
"ws_entropy_slope",
|
| 43 |
+
"ws_entropy_std",
|
| 44 |
+
"ws_ignition_frac",
|
| 45 |
+
"ws_ignition_depth",
|
| 46 |
+
"ws_mean_log_rank",
|
| 47 |
+
"ws_band_agreement",
|
| 48 |
+
"ws_hedge_rank"
|
| 49 |
+
],
|
| 50 |
+
"weights": [
|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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0.40726,
|
| 62 |
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|
| 63 |
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-0.09776,
|
| 64 |
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0.20108
|
| 65 |
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],
|
| 66 |
+
"bias": 0.40705
|
| 67 |
+
}
|
| 68 |
+
},
|
| 69 |
+
"gemma-4-12b-it": {
|
| 70 |
+
"workspace_only": {
|
| 71 |
+
"features": [
|
| 72 |
+
"ws_mean_entropy",
|
| 73 |
+
"ws_max_entropy",
|
| 74 |
+
"ws_late_entropy",
|
| 75 |
+
"ws_entropy_slope",
|
| 76 |
+
"ws_entropy_std",
|
| 77 |
+
"ws_ignition_frac",
|
| 78 |
+
"ws_ignition_depth",
|
| 79 |
+
"ws_mean_log_rank",
|
| 80 |
+
"ws_band_agreement",
|
| 81 |
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"ws_hedge_rank"
|
| 82 |
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],
|
| 83 |
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"weights": [
|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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],
|
| 95 |
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"bias": 0.00557
|
| 96 |
+
},
|
| 97 |
+
"combined": {
|
| 98 |
+
"features": [
|
| 99 |
+
"bl_first_token_logprob",
|
| 100 |
+
"bl_mean_logprob",
|
| 101 |
+
"bl_min_logprob",
|
| 102 |
+
"bl_answer_len",
|
| 103 |
+
"ws_mean_entropy",
|
| 104 |
+
"ws_max_entropy",
|
| 105 |
+
"ws_late_entropy",
|
| 106 |
+
"ws_entropy_slope",
|
| 107 |
+
"ws_entropy_std",
|
| 108 |
+
"ws_ignition_frac",
|
| 109 |
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"ws_ignition_depth",
|
| 110 |
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"ws_mean_log_rank",
|
| 111 |
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"ws_band_agreement",
|
| 112 |
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"ws_hedge_rank"
|
| 113 |
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],
|
| 114 |
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"weights": [
|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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| 121 |
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| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
+
],
|
| 130 |
+
"bias": 0.07648
|
| 131 |
+
}
|
| 132 |
+
},
|
| 133 |
+
"huihui-gemma-4-12b-it-abliterated": {
|
| 134 |
+
"workspace_only": {
|
| 135 |
+
"features": [
|
| 136 |
+
"ws_mean_entropy",
|
| 137 |
+
"ws_max_entropy",
|
| 138 |
+
"ws_late_entropy",
|
| 139 |
+
"ws_entropy_slope",
|
| 140 |
+
"ws_entropy_std",
|
| 141 |
+
"ws_ignition_frac",
|
| 142 |
+
"ws_ignition_depth",
|
| 143 |
+
"ws_mean_log_rank",
|
| 144 |
+
"ws_band_agreement",
|
| 145 |
+
"ws_hedge_rank"
|
| 146 |
+
],
|
| 147 |
+
"weights": [
|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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0.0,
|
| 157 |
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-0.31471
|
| 158 |
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],
|
| 159 |
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"bias": 0.14366
|
| 160 |
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},
|
| 161 |
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"combined": {
|
| 162 |
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"features": [
|
| 163 |
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"bl_first_token_logprob",
|
| 164 |
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"bl_mean_logprob",
|
| 165 |
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"bl_min_logprob",
|
| 166 |
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"bl_answer_len",
|
| 167 |
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"ws_mean_entropy",
|
| 168 |
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"ws_max_entropy",
|
| 169 |
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"ws_late_entropy",
|
| 170 |
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"ws_entropy_slope",
|
| 171 |
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"ws_entropy_std",
|
| 172 |
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"ws_ignition_frac",
|
| 173 |
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"ws_ignition_depth",
|
| 174 |
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"ws_mean_log_rank",
|
| 175 |
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|
| 176 |
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|
| 177 |
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],
|
| 178 |
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"weights": [
|
| 179 |
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|
| 180 |
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| 181 |
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| 182 |
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| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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| 189 |
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|
| 190 |
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|
| 191 |
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0.0,
|
| 192 |
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|
| 193 |
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],
|
| 194 |
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"bias": 0.23879
|
| 195 |
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}
|
| 196 |
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},
|
| 197 |
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"gemma-4-26b-a4b-it": {
|
| 198 |
+
"workspace_only": {
|
| 199 |
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"features": [
|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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| 226 |
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|
| 227 |
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|
| 228 |
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| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
| 236 |
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 258 |
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|
| 259 |
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}
|
| 260 |
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},
|
| 261 |
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|
| 262 |
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| 263 |
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"features": [
|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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| 268 |
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|
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