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absorption/gemma-2-2b-res-matryoshka-dc_blocks.20.hook_resid_post_eval_results.json
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| 1 |
+
{
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| 2 |
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"eval_type_id": "absorption_first_letter",
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| 3 |
+
"eval_config": {
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| 4 |
+
"model_name": "gemma-2-2b",
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| 5 |
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"random_seed": 42,
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| 6 |
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"f1_jump_threshold": 0.03,
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| 7 |
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"max_k_value": 10,
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| 8 |
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"prompt_template": "{word} has the first letter:",
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| 9 |
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"prompt_token_pos": -6,
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| 10 |
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"llm_batch_size": 32,
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| 11 |
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"llm_dtype": "bfloat16",
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| 12 |
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"k_sparse_probe_l1_decay": 0.01,
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| 13 |
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"k_sparse_probe_batch_size": 4096,
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| 14 |
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"k_sparse_probe_num_epochs": 50,
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| 15 |
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"min_GT_probe_f1": 0.6,
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| 16 |
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"min_feats_for_eval": 20
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| 17 |
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},
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| 18 |
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"eval_id": "a15aaf76-1ebc-4334-8744-86b1c8367c42",
|
| 19 |
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"datetime_epoch_millis": 1745797579234,
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| 20 |
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"eval_result_metrics": {
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| 21 |
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"mean": {
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| 22 |
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"mean_absorption_fraction_score": 0.21342511542943934,
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| 23 |
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| 24 |
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|
| 25 |
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"std_dev_absorption_fraction_score": 0.2553427420423028,
|
| 26 |
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"std_dev_full_absorption_score": 0.2420585309725433,
|
| 27 |
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"std_dev_num_split_features": 0.533493565673837
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| 28 |
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}
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| 29 |
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},
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| 30 |
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"eval_result_details": [
|
| 31 |
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{
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| 32 |
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"first_letter": "a",
|
| 33 |
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|
| 34 |
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| 35 |
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| 36 |
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|
| 37 |
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| 38 |
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},
|
| 39 |
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{
|
| 40 |
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"first_letter": "b",
|
| 41 |
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|
| 42 |
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"full_absorption_rate": 0.11090225563909774,
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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{
|
| 48 |
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"first_letter": "c",
|
| 49 |
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|
| 50 |
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| 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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"first_letter": "d",
|
| 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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| 62 |
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| 63 |
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{
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| 64 |
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| 65 |
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| 66 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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{
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| 72 |
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|
| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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|
| 79 |
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{
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| 80 |
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|
| 81 |
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|
| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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{
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| 88 |
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|
| 89 |
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| 90 |
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| 91 |
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| 93 |
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| 94 |
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| 95 |
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{
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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{
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| 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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},
|
| 111 |
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{
|
| 112 |
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"first_letter": "k",
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| 113 |
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| 114 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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},
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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 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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{
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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{
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| 144 |
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| 145 |
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| 146 |
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| 149 |
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| 150 |
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| 151 |
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{
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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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| 157 |
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|
| 158 |
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},
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| 159 |
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{
|
| 160 |
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|
| 161 |
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|
| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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},
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| 167 |
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{
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| 168 |
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|
| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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{
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| 176 |
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| 177 |
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| 178 |
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| 180 |
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| 181 |
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| 182 |
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},
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| 183 |
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{
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| 184 |
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|
| 185 |
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| 186 |
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| 190 |
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},
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{
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| 192 |
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| 193 |
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| 194 |
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| 198 |
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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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| 206 |
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| 209 |
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| 214 |
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| 222 |
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{
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| 225 |
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| 226 |
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| 230 |
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{
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| 232 |
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| 233 |
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| 238 |
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}
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| 239 |
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],
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| 240 |
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"sae_bench_commit_hash": "Unknown",
|
| 241 |
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"sae_lens_id": "blocks.20.hook_resid_post",
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| 242 |
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| 243 |
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| 247 |
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|
| 248 |
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"activation_fn_str": "relu",
|
| 249 |
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|
| 250 |
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|
| 251 |
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"context_size": 1024,
|
| 252 |
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"model_name": "gemma-2-2b",
|
| 253 |
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"hook_name": "blocks.20.hook_resid_post",
|
| 254 |
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"hook_layer": 20,
|
| 255 |
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"hook_head_index": null,
|
| 256 |
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"prepend_bos": true,
|
| 257 |
+
"dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-1B",
|
| 258 |
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"dataset_trust_remote_code": true,
|
| 259 |
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"normalize_activations": "none",
|
| 260 |
+
"dtype": "torch.bfloat16",
|
| 261 |
+
"device": "cuda",
|
| 262 |
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"sae_lens_training_version": "5.5.1",
|
| 263 |
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"activation_fn_kwargs": {
|
| 264 |
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"k": 40
|
| 265 |
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},
|
| 266 |
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"neuronpedia_id": null,
|
| 267 |
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"model_from_pretrained_kwargs": {
|
| 268 |
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"center_writing_weights": false
|
| 269 |
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},
|
| 270 |
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"seqpos_slice": [
|
| 271 |
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null
|
| 272 |
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]
|
| 273 |
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},
|
| 274 |
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"eval_result_unstructured": null
|
| 275 |
+
}
|