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| | layer_id | layer_type | param_type | shape | nparam | nnz | sparsity |
|----:|:-------------------------------------------------|:-------------|:-------------|:-------------|---------:|---------:|------------:|
| 0 | bert.embeddings.word_embeddings | Embedding | weight | [30522, 768] | 23440896 | 23440896 | 0 |
| 1 | bert.embeddings.position_embeddings | Embedding | weight | [512, 768] | 393216 | 393216 | 0 |
| 2 | bert.embeddings.token_type_embeddings | Embedding | weight | [2, 768] | 1536 | 1536 | 0 |
| 3 | bert.embeddings.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 4 | bert.embeddings.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 5 | bert.encoder.layer.0.attention.self.query | Linear | weight | [320, 768] | 245760 | 135168 | 0.45 |
| 6 | bert.encoder.layer.0.attention.self.query | Linear | bias | [320] | 320 | 256 | 0.2 |
| 7 | bert.encoder.layer.0.attention.self.key | Linear | weight | [320, 768] | 245760 | 149504 | 0.391667 |
| 8 | bert.encoder.layer.0.attention.self.key | Linear | bias | [320] | 320 | 256 | 0.2 |
| 9 | bert.encoder.layer.0.attention.self.value | Linear | weight | [320, 768] | 245760 | 173056 | 0.295833 |
| 10 | bert.encoder.layer.0.attention.self.value | Linear | bias | [320] | 320 | 256 | 0.2 |
| 11 | bert.encoder.layer.0.attention.output.dense | Linear | weight | [768, 320] | 245760 | 181248 | 0.2625 |
| 12 | bert.encoder.layer.0.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 13 | bert.encoder.layer.0.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 14 | bert.encoder.layer.0.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 15 | bert.encoder.layer.0.intermediate.dense | Linear | weight | [185, 768] | 142080 | 142080 | 0 |
| 16 | bert.encoder.layer.0.intermediate.dense | Linear | bias | [185] | 185 | 185 | 0 |
| 17 | bert.encoder.layer.0.output.dense | Linear | weight | [768, 185] | 142080 | 142080 | 0 |
| 18 | bert.encoder.layer.0.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 19 | bert.encoder.layer.0.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 20 | bert.encoder.layer.0.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 21 | bert.encoder.layer.1.attention.self.query | Linear | weight | [320, 768] | 245760 | 175104 | 0.2875 |
| 22 | bert.encoder.layer.1.attention.self.query | Linear | bias | [320] | 320 | 288 | 0.1 |
| 23 | bert.encoder.layer.1.attention.self.key | Linear | weight | [320, 768] | 245760 | 177152 | 0.279167 |
| 24 | bert.encoder.layer.1.attention.self.key | Linear | bias | [320] | 320 | 288 | 0.1 |
| 25 | bert.encoder.layer.1.attention.self.value | Linear | weight | [320, 768] | 245760 | 166912 | 0.320833 |
| 26 | bert.encoder.layer.1.attention.self.value | Linear | bias | [320] | 320 | 288 | 0.1 |
| 27 | bert.encoder.layer.1.attention.output.dense | Linear | weight | [768, 320] | 245760 | 167936 | 0.316667 |
| 28 | bert.encoder.layer.1.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 29 | bert.encoder.layer.1.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 30 | bert.encoder.layer.1.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 31 | bert.encoder.layer.1.intermediate.dense | Linear | weight | [315, 768] | 241920 | 241920 | 0 |
| 32 | bert.encoder.layer.1.intermediate.dense | Linear | bias | [315] | 315 | 315 | 0 |
| 33 | bert.encoder.layer.1.output.dense | Linear | weight | [768, 315] | 241920 | 241920 | 0 |
| 34 | bert.encoder.layer.1.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 35 | bert.encoder.layer.1.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 36 | bert.encoder.layer.1.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 37 | bert.encoder.layer.2.attention.self.query | Linear | weight | [576, 768] | 442368 | 285696 | 0.354167 |
| 38 | bert.encoder.layer.2.attention.self.query | Linear | bias | [576] | 576 | 480 | 0.166667 |
| 39 | bert.encoder.layer.2.attention.self.key | Linear | weight | [576, 768] | 442368 | 297984 | 0.326389 |
| 40 | bert.encoder.layer.2.attention.self.key | Linear | bias | [576] | 576 | 480 | 0.166667 |
| 41 | bert.encoder.layer.2.attention.self.value | Linear | weight | [576, 768] | 442368 | 226304 | 0.488426 |
| 42 | bert.encoder.layer.2.attention.self.value | Linear | bias | [576] | 576 | 384 | 0.333333 |
| 43 | bert.encoder.layer.2.attention.output.dense | Linear | weight | [768, 576] | 442368 | 237568 | 0.462963 |
| 44 | bert.encoder.layer.2.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 45 | bert.encoder.layer.2.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 46 | bert.encoder.layer.2.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 47 | bert.encoder.layer.2.intermediate.dense | Linear | weight | [339, 768] | 260352 | 260352 | 0 |
| 48 | bert.encoder.layer.2.intermediate.dense | Linear | bias | [339] | 339 | 339 | 0 |
| 49 | bert.encoder.layer.2.output.dense | Linear | weight | [768, 339] | 260352 | 260352 | 0 |
| 50 | bert.encoder.layer.2.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 51 | bert.encoder.layer.2.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 52 | bert.encoder.layer.2.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 53 | bert.encoder.layer.3.attention.self.query | Linear | weight | [576, 768] | 442368 | 277504 | 0.372685 |
| 54 | bert.encoder.layer.3.attention.self.query | Linear | bias | [576] | 576 | 512 | 0.111111 |
| 55 | bert.encoder.layer.3.attention.self.key | Linear | weight | [576, 768] | 442368 | 303104 | 0.314815 |
| 56 | bert.encoder.layer.3.attention.self.key | Linear | bias | [576] | 576 | 512 | 0.111111 |
| 57 | bert.encoder.layer.3.attention.self.value | Linear | weight | [576, 768] | 442368 | 297984 | 0.326389 |
| 58 | bert.encoder.layer.3.attention.self.value | Linear | bias | [576] | 576 | 512 | 0.111111 |
| 59 | bert.encoder.layer.3.attention.output.dense | Linear | weight | [768, 576] | 442368 | 308224 | 0.303241 |
| 60 | bert.encoder.layer.3.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 61 | bert.encoder.layer.3.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 62 | bert.encoder.layer.3.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 63 | bert.encoder.layer.3.intermediate.dense | Linear | weight | [368, 768] | 282624 | 282624 | 0 |
| 64 | bert.encoder.layer.3.intermediate.dense | Linear | bias | [368] | 368 | 368 | 0 |
| 65 | bert.encoder.layer.3.output.dense | Linear | weight | [768, 368] | 282624 | 282624 | 0 |
| 66 | bert.encoder.layer.3.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 67 | bert.encoder.layer.3.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 68 | bert.encoder.layer.3.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 69 | bert.encoder.layer.4.attention.self.query | Linear | weight | [576, 768] | 442368 | 291840 | 0.340278 |
| 70 | bert.encoder.layer.4.attention.self.query | Linear | bias | [576] | 576 | 544 | 0.0555555 |
| 71 | bert.encoder.layer.4.attention.self.key | Linear | weight | [576, 768] | 442368 | 310272 | 0.298611 |
| 72 | bert.encoder.layer.4.attention.self.key | Linear | bias | [576] | 576 | 544 | 0.0555555 |
| 73 | bert.encoder.layer.4.attention.self.value | Linear | weight | [576, 768] | 442368 | 272384 | 0.384259 |
| 74 | bert.encoder.layer.4.attention.self.value | Linear | bias | [576] | 576 | 480 | 0.166667 |
| 75 | bert.encoder.layer.4.attention.output.dense | Linear | weight | [768, 576] | 442368 | 263168 | 0.405093 |
| 76 | bert.encoder.layer.4.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 77 | bert.encoder.layer.4.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 78 | bert.encoder.layer.4.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 79 | bert.encoder.layer.4.intermediate.dense | Linear | weight | [386, 768] | 296448 | 296448 | 0 |
| 80 | bert.encoder.layer.4.intermediate.dense | Linear | bias | [386] | 386 | 386 | 0 |
| 81 | bert.encoder.layer.4.output.dense | Linear | weight | [768, 386] | 296448 | 296448 | 0 |
| 82 | bert.encoder.layer.4.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 83 | bert.encoder.layer.4.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 84 | bert.encoder.layer.4.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 85 | bert.encoder.layer.5.attention.self.query | Linear | weight | [384, 768] | 294912 | 171008 | 0.420139 |
| 86 | bert.encoder.layer.5.attention.self.query | Linear | bias | [384] | 384 | 352 | 0.0833333 |
| 87 | bert.encoder.layer.5.attention.self.key | Linear | weight | [384, 768] | 294912 | 205824 | 0.302083 |
| 88 | bert.encoder.layer.5.attention.self.key | Linear | bias | [384] | 384 | 352 | 0.0833333 |
| 89 | bert.encoder.layer.5.attention.self.value | Linear | weight | [384, 768] | 294912 | 217088 | 0.263889 |
| 90 | bert.encoder.layer.5.attention.self.value | Linear | bias | [384] | 384 | 384 | 0 |
| 91 | bert.encoder.layer.5.attention.output.dense | Linear | weight | [768, 384] | 294912 | 223232 | 0.243056 |
| 92 | bert.encoder.layer.5.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 93 | bert.encoder.layer.5.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 94 | bert.encoder.layer.5.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 95 | bert.encoder.layer.5.intermediate.dense | Linear | weight | [336, 768] | 258048 | 258048 | 0 |
| 96 | bert.encoder.layer.5.intermediate.dense | Linear | bias | [336] | 336 | 336 | 0 |
| 97 | bert.encoder.layer.5.output.dense | Linear | weight | [768, 336] | 258048 | 258048 | 0 |
| 98 | bert.encoder.layer.5.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 99 | bert.encoder.layer.5.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 100 | bert.encoder.layer.5.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 101 | bert.encoder.layer.6.attention.self.query | Linear | weight | [448, 768] | 344064 | 192512 | 0.440476 |
| 102 | bert.encoder.layer.6.attention.self.query | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 103 | bert.encoder.layer.6.attention.self.key | Linear | weight | [448, 768] | 344064 | 224256 | 0.348214 |
| 104 | bert.encoder.layer.6.attention.self.key | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 105 | bert.encoder.layer.6.attention.self.value | Linear | weight | [448, 768] | 344064 | 209920 | 0.389881 |
| 106 | bert.encoder.layer.6.attention.self.value | Linear | bias | [448] | 448 | 352 | 0.214286 |
| 107 | bert.encoder.layer.6.attention.output.dense | Linear | weight | [768, 448] | 344064 | 199680 | 0.419643 |
| 108 | bert.encoder.layer.6.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 109 | bert.encoder.layer.6.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 110 | bert.encoder.layer.6.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 111 | bert.encoder.layer.6.intermediate.dense | Linear | weight | [280, 768] | 215040 | 215040 | 0 |
| 112 | bert.encoder.layer.6.intermediate.dense | Linear | bias | [280] | 280 | 280 | 0 |
| 113 | bert.encoder.layer.6.output.dense | Linear | weight | [768, 280] | 215040 | 215040 | 0 |
| 114 | bert.encoder.layer.6.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 115 | bert.encoder.layer.6.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 116 | bert.encoder.layer.6.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 117 | bert.encoder.layer.7.attention.self.query | Linear | weight | [448, 768] | 344064 | 201728 | 0.41369 |
| 118 | bert.encoder.layer.7.attention.self.query | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 119 | bert.encoder.layer.7.attention.self.key | Linear | weight | [448, 768] | 344064 | 237568 | 0.309524 |
| 120 | bert.encoder.layer.7.attention.self.key | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 121 | bert.encoder.layer.7.attention.self.value | Linear | weight | [448, 768] | 344064 | 218112 | 0.366071 |
| 122 | bert.encoder.layer.7.attention.self.value | Linear | bias | [448] | 448 | 352 | 0.214286 |
| 123 | bert.encoder.layer.7.attention.output.dense | Linear | weight | [768, 448] | 344064 | 202752 | 0.410714 |
| 124 | bert.encoder.layer.7.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 125 | bert.encoder.layer.7.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 126 | bert.encoder.layer.7.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 127 | bert.encoder.layer.7.intermediate.dense | Linear | weight | [211, 768] | 162048 | 162048 | 0 |
| 128 | bert.encoder.layer.7.intermediate.dense | Linear | bias | [211] | 211 | 211 | 0 |
| 129 | bert.encoder.layer.7.output.dense | Linear | weight | [768, 211] | 162048 | 162048 | 0 |
| 130 | bert.encoder.layer.7.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 131 | bert.encoder.layer.7.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 132 | bert.encoder.layer.7.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 133 | bert.encoder.layer.8.attention.self.query | Linear | weight | [448, 768] | 344064 | 186368 | 0.458333 |
| 134 | bert.encoder.layer.8.attention.self.query | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 135 | bert.encoder.layer.8.attention.self.key | Linear | weight | [448, 768] | 344064 | 197632 | 0.425595 |
| 136 | bert.encoder.layer.8.attention.self.key | Linear | bias | [448] | 448 | 416 | 0.0714285 |
| 137 | bert.encoder.layer.8.attention.self.value | Linear | weight | [448, 768] | 344064 | 154624 | 0.550595 |
| 138 | bert.encoder.layer.8.attention.self.value | Linear | bias | [448] | 448 | 288 | 0.357143 |
| 139 | bert.encoder.layer.8.attention.output.dense | Linear | weight | [768, 448] | 344064 | 148480 | 0.568452 |
| 140 | bert.encoder.layer.8.attention.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 141 | bert.encoder.layer.8.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 142 | bert.encoder.layer.8.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 143 | bert.encoder.layer.8.intermediate.dense | Linear | weight | [108, 768] | 82944 | 82944 | 0 |
| 144 | bert.encoder.layer.8.intermediate.dense | Linear | bias | [108] | 108 | 108 | 0 |
| 145 | bert.encoder.layer.8.output.dense | Linear | weight | [768, 108] | 82944 | 82944 | 0 |
| 146 | bert.encoder.layer.8.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 147 | bert.encoder.layer.8.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 148 | bert.encoder.layer.8.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 149 | bert.encoder.layer.9.attention.self.query | Linear | weight | [320, 768] | 245760 | 144384 | 0.4125 |
| 150 | bert.encoder.layer.9.attention.self.query | Linear | bias | [320] | 320 | 288 | 0.1 |
| 151 | bert.encoder.layer.9.attention.self.key | Linear | weight | [320, 768] | 245760 | 155648 | 0.366667 |
| 152 | bert.encoder.layer.9.attention.self.key | Linear | bias | [320] | 320 | 288 | 0.1 |
| 153 | bert.encoder.layer.9.attention.self.value | Linear | weight | [320, 768] | 245760 | 63488 | 0.741667 |
| 154 | bert.encoder.layer.9.attention.self.value | Linear | bias | [320] | 320 | 160 | 0.5 |
| 155 | bert.encoder.layer.9.attention.output.dense | Linear | weight | [768, 320] | 245760 | 65536 | 0.733333 |
| 156 | bert.encoder.layer.9.attention.output.dense | Linear | bias | [768] | 768 | 704 | 0.0833333 |
| 157 | bert.encoder.layer.9.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 158 | bert.encoder.layer.9.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 159 | bert.encoder.layer.9.intermediate.dense | Linear | weight | [53, 768] | 40704 | 40704 | 5.96046e-08 |
| 160 | bert.encoder.layer.9.intermediate.dense | Linear | bias | [53] | 53 | 53 | 0 |
| 161 | bert.encoder.layer.9.output.dense | Linear | weight | [768, 53] | 40704 | 40704 | 5.96046e-08 |
| 162 | bert.encoder.layer.9.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 163 | bert.encoder.layer.9.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 164 | bert.encoder.layer.9.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 165 | bert.encoder.layer.10.attention.self.query | Linear | weight | [384, 768] | 294912 | 158720 | 0.461806 |
| 166 | bert.encoder.layer.10.attention.self.query | Linear | bias | [384] | 384 | 320 | 0.166667 |
| 167 | bert.encoder.layer.10.attention.self.key | Linear | weight | [384, 768] | 294912 | 158720 | 0.461806 |
| 168 | bert.encoder.layer.10.attention.self.key | Linear | bias | [384] | 384 | 320 | 0.166667 |
| 169 | bert.encoder.layer.10.attention.self.value | Linear | weight | [384, 768] | 294912 | 77824 | 0.736111 |
| 170 | bert.encoder.layer.10.attention.self.value | Linear | bias | [384] | 384 | 192 | 0.5 |
| 171 | bert.encoder.layer.10.attention.output.dense | Linear | weight | [768, 384] | 294912 | 78848 | 0.732639 |
| 172 | bert.encoder.layer.10.attention.output.dense | Linear | bias | [768] | 768 | 736 | 0.0416666 |
| 173 | bert.encoder.layer.10.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 174 | bert.encoder.layer.10.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 175 | bert.encoder.layer.10.intermediate.dense | Linear | weight | [86, 768] | 66048 | 66048 | 0 |
| 176 | bert.encoder.layer.10.intermediate.dense | Linear | bias | [86] | 86 | 86 | 0 |
| 177 | bert.encoder.layer.10.output.dense | Linear | weight | [768, 86] | 66048 | 66048 | 0 |
| 178 | bert.encoder.layer.10.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 179 | bert.encoder.layer.10.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 180 | bert.encoder.layer.10.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 181 | bert.encoder.layer.11.attention.self.query | Linear | weight | [384, 768] | 294912 | 107520 | 0.635417 |
| 182 | bert.encoder.layer.11.attention.self.query | Linear | bias | [384] | 384 | 256 | 0.333333 |
| 183 | bert.encoder.layer.11.attention.self.key | Linear | weight | [384, 768] | 294912 | 118784 | 0.597222 |
| 184 | bert.encoder.layer.11.attention.self.key | Linear | bias | [384] | 384 | 256 | 0.333333 |
| 185 | bert.encoder.layer.11.attention.self.value | Linear | weight | [384, 768] | 294912 | 62464 | 0.788194 |
| 186 | bert.encoder.layer.11.attention.self.value | Linear | bias | [384] | 384 | 192 | 0.5 |
| 187 | bert.encoder.layer.11.attention.output.dense | Linear | weight | [768, 384] | 294912 | 54272 | 0.815972 |
| 188 | bert.encoder.layer.11.attention.output.dense | Linear | bias | [768] | 768 | 672 | 0.125 |
| 189 | bert.encoder.layer.11.attention.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 190 | bert.encoder.layer.11.attention.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 191 | bert.encoder.layer.11.intermediate.dense | Linear | weight | [105, 768] | 80640 | 80640 | 0 |
| 192 | bert.encoder.layer.11.intermediate.dense | Linear | bias | [105] | 105 | 105 | 0 |
| 193 | bert.encoder.layer.11.output.dense | Linear | weight | [768, 105] | 80640 | 80640 | 0 |
| 194 | bert.encoder.layer.11.output.dense | Linear | bias | [768] | 768 | 768 | 0 |
| 195 | bert.encoder.layer.11.output.LayerNorm | LayerNorm | weight | [768] | 768 | 768 | 0 |
| 196 | bert.encoder.layer.11.output.LayerNorm | LayerNorm | bias | [768] | 768 | 768 | 0 |
| 197 | qa_outputs | Linear | weight | [2, 768] | 1536 | 1536 | 0 |
| 198 | qa_outputs | Linear | bias | [2] | 2 | 2 | 0 | |