Create multimodal_results.json
Browse files- outputs/multimodal_results.json +398 -0
outputs/multimodal_results.json
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| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"dataset": "mllmu_bench",
|
| 4 |
+
"method": "gradient_ascent",
|
| 5 |
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"seed": 42,
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| 6 |
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"FA": 0.0,
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| 7 |
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| 8 |
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"MIA": 0.38,
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| 9 |
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"AD": 121.4375,
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| 10 |
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"JS": 0.020694755017757416,
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| 11 |
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"retrained_distance": 0.054101329099585885
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| 12 |
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},
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| 13 |
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{
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| 14 |
+
"dataset": "mllmu_bench",
|
| 15 |
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"method": "random_labels",
|
| 16 |
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"seed": 42,
|
| 17 |
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"FA": 0.0,
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| 18 |
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"RA": 0.02,
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| 19 |
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"MIA": 0.48,
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| 20 |
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"AD": 17.359375,
|
| 21 |
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"JS": 0.020589444786310196,
|
| 22 |
+
"retrained_distance": 0.05449941458478982
|
| 23 |
+
},
|
| 24 |
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{
|
| 25 |
+
"dataset": "mllmu_bench",
|
| 26 |
+
"method": "finetune_retain",
|
| 27 |
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"seed": 42,
|
| 28 |
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"FA": 0.0,
|
| 29 |
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"RA": 0.02,
|
| 30 |
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"MIA": 0.52,
|
| 31 |
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"AD": 26.28125,
|
| 32 |
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"JS": 0.0030627897940576077,
|
| 33 |
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"retrained_distance": 0.06158890422865831
|
| 34 |
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},
|
| 35 |
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{
|
| 36 |
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"dataset": "mllmu_bench",
|
| 37 |
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"method": "salun",
|
| 38 |
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"seed": 42,
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| 39 |
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"FA": 0.0,
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| 40 |
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"RA": 0.02,
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| 41 |
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| 42 |
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"AD": 66.4375,
|
| 43 |
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"JS": 0.020032482221722603,
|
| 44 |
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"retrained_distance": 0.36543477129047086
|
| 45 |
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},
|
| 46 |
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{
|
| 47 |
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"dataset": "mllmu_bench",
|
| 48 |
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"method": "gradient_ascent",
|
| 49 |
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"seed": 123,
|
| 50 |
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"FA": 0.0,
|
| 51 |
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"RA": 0.02,
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| 52 |
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"MIA": 0.36,
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| 53 |
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"AD": 122.9375,
|
| 54 |
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"JS": 0.0186013150960207,
|
| 55 |
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"retrained_distance": 0.054169258692783766
|
| 56 |
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},
|
| 57 |
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{
|
| 58 |
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"dataset": "mllmu_bench",
|
| 59 |
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"method": "random_labels",
|
| 60 |
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"seed": 123,
|
| 61 |
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"FA": 0.0,
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| 62 |
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|
| 63 |
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| 64 |
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|
| 65 |
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"JS": 0.013238200917840004,
|
| 66 |
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"retrained_distance": 0.05452197085565186
|
| 67 |
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},
|
| 68 |
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{
|
| 69 |
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"dataset": "mllmu_bench",
|
| 70 |
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"method": "finetune_retain",
|
| 71 |
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"seed": 123,
|
| 72 |
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"FA": 0.0,
|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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"JS": 0.0024794333148747683,
|
| 77 |
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"retrained_distance": 0.06135254610556265
|
| 78 |
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|
| 79 |
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{
|
| 80 |
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"dataset": "mllmu_bench",
|
| 81 |
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"method": "salun",
|
| 82 |
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"seed": 123,
|
| 83 |
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"FA": 0.0,
|
| 84 |
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|
| 85 |
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"MIA": 0.46,
|
| 86 |
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|
| 87 |
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"JS": 0.009408408775925636,
|
| 88 |
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"retrained_distance": 0.36539745649141064
|
| 89 |
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|
| 90 |
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{
|
| 91 |
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"dataset": "mllmu_bench",
|
| 92 |
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"method": "gradient_ascent",
|
| 93 |
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"seed": 5508,
|
| 94 |
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"FA": 0.0,
|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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"JS": 0.02498531900346279,
|
| 99 |
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"retrained_distance": 0.05395285986727498
|
| 100 |
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|
| 101 |
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{
|
| 102 |
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"dataset": "mllmu_bench",
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| 103 |
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"method": "random_labels",
|
| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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|
| 109 |
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|
| 110 |
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"retrained_distance": 0.05451001902325268
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| 111 |
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| 112 |
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{
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| 113 |
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"dataset": "mllmu_bench",
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| 114 |
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"method": "finetune_retain",
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| 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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"JS": 0.003054106840863824,
|
| 121 |
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"retrained_distance": 0.06148387016951489
|
| 122 |
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},
|
| 123 |
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{
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| 124 |
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"dataset": "mllmu_bench",
|
| 125 |
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"method": "salun",
|
| 126 |
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|
| 127 |
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"FA": 0.0,
|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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"JS": 0.02592783421278,
|
| 132 |
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"retrained_distance": 0.36567102614138447
|
| 133 |
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},
|
| 134 |
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{
|
| 135 |
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"dataset": "unlok_vqa",
|
| 136 |
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"method": "gradient_ascent",
|
| 137 |
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"seed": 42,
|
| 138 |
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"FA": 1.0,
|
| 139 |
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| 140 |
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| 141 |
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|
| 142 |
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"JS": 0.17535825073719025,
|
| 143 |
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| 144 |
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| 145 |
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{
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| 146 |
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"dataset": "unlok_vqa",
|
| 147 |
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| 148 |
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| 149 |
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| 155 |
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| 156 |
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| 157 |
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|
| 158 |
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| 159 |
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| 166 |
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| 168 |
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| 169 |
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| 170 |
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| 175 |
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| 177 |
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| 178 |
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| 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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| 188 |
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| 189 |
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|
| 190 |
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| 191 |
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| 192 |
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| 193 |
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| 197 |
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|
| 199 |
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| 200 |
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|
| 201 |
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| 202 |
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| 203 |
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| 210 |
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| 212 |
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| 213 |
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