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@@ -4,20 +4,20 @@ base_model: google-bert/bert-base-cased
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: bert_baseline_language_task6_fold3
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
13
 
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- # bert_baseline_language_task6_fold3
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  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5776
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- - Qwk: 0.6922
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- - Mse: 0.5776
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  ## Model description
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@@ -48,176 +48,176 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|
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- | No log | 0.0294 | 2 | 2.4016 | 0.0 | 2.4016 |
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- | No log | 0.0588 | 4 | 1.9859 | -0.0229 | 1.9859 |
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- | No log | 0.0882 | 6 | 1.7222 | -0.0024 | 1.7222 |
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- | No log | 0.1176 | 8 | 1.3447 | 0.0 | 1.3447 |
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- | No log | 0.1471 | 10 | 1.0590 | 0.0 | 1.0590 |
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- | No log | 0.1765 | 12 | 0.8678 | 0.0 | 0.8678 |
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- | No log | 0.2059 | 14 | 0.7257 | 0.3320 | 0.7257 |
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- | No log | 0.2353 | 16 | 0.7192 | 0.2884 | 0.7192 |
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- | No log | 0.2647 | 18 | 0.7222 | 0.2637 | 0.7222 |
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- | No log | 0.2941 | 20 | 0.7292 | 0.2906 | 0.7292 |
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- | No log | 0.3235 | 22 | 0.6267 | 0.3923 | 0.6267 |
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- | No log | 0.3529 | 24 | 0.5881 | 0.3986 | 0.5881 |
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- | No log | 0.3824 | 26 | 0.5439 | 0.3730 | 0.5439 |
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- | No log | 0.4118 | 28 | 0.5662 | 0.3965 | 0.5662 |
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- | No log | 0.4412 | 30 | 0.7302 | 0.3400 | 0.7302 |
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- | No log | 0.4706 | 32 | 0.6241 | 0.3926 | 0.6241 |
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- | No log | 0.5 | 34 | 0.5052 | 0.3919 | 0.5052 |
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- | No log | 0.5294 | 36 | 0.5059 | 0.3652 | 0.5059 |
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- | No log | 0.5588 | 38 | 0.5760 | 0.4278 | 0.5760 |
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- | No log | 0.5882 | 40 | 0.6526 | 0.3883 | 0.6526 |
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- | No log | 0.6176 | 42 | 0.5578 | 0.4142 | 0.5578 |
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- | No log | 0.6471 | 44 | 0.4866 | 0.3963 | 0.4866 |
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- | No log | 0.6765 | 46 | 0.5453 | 0.3157 | 0.5453 |
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- | No log | 0.7059 | 48 | 0.4808 | 0.3827 | 0.4808 |
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- | No log | 0.7353 | 50 | 0.5417 | 0.4035 | 0.5417 |
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- | No log | 0.7647 | 52 | 0.6072 | 0.4016 | 0.6072 |
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- | No log | 0.7941 | 54 | 0.6108 | 0.3544 | 0.6108 |
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- | No log | 0.8235 | 56 | 0.5314 | 0.4497 | 0.5314 |
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- | No log | 0.8529 | 58 | 0.4852 | 0.4586 | 0.4852 |
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- | No log | 0.8824 | 60 | 0.4757 | 0.4663 | 0.4757 |
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- | No log | 0.9118 | 62 | 0.4613 | 0.4605 | 0.4613 |
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- | No log | 0.9412 | 64 | 0.4578 | 0.4672 | 0.4578 |
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- | No log | 0.9706 | 66 | 0.4764 | 0.4593 | 0.4764 |
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- | No log | 1.0 | 68 | 0.5630 | 0.4433 | 0.5630 |
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- | No log | 1.0294 | 70 | 0.6600 | 0.3977 | 0.6600 |
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- | No log | 1.0588 | 72 | 0.6114 | 0.4352 | 0.6114 |
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- | No log | 1.0882 | 74 | 0.4846 | 0.4584 | 0.4846 |
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- | No log | 1.1176 | 76 | 0.4396 | 0.4872 | 0.4396 |
89
- | No log | 1.1471 | 78 | 0.4348 | 0.4951 | 0.4348 |
90
- | No log | 1.1765 | 80 | 0.4618 | 0.4825 | 0.4618 |
91
- | No log | 1.2059 | 82 | 0.5740 | 0.5082 | 0.5740 |
92
- | No log | 1.2353 | 84 | 0.6152 | 0.4639 | 0.6152 |
93
- | No log | 1.2647 | 86 | 0.5196 | 0.4910 | 0.5196 |
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- | No log | 1.2941 | 88 | 0.4341 | 0.4955 | 0.4341 |
95
- | No log | 1.3235 | 90 | 0.4343 | 0.4982 | 0.4343 |
96
- | No log | 1.3529 | 92 | 0.4366 | 0.4954 | 0.4366 |
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- | No log | 1.3824 | 94 | 0.4416 | 0.5020 | 0.4416 |
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- | No log | 1.4118 | 96 | 0.4353 | 0.4950 | 0.4353 |
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- | No log | 1.4412 | 98 | 0.4537 | 0.4979 | 0.4537 |
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- | No log | 1.4706 | 100 | 0.5074 | 0.4812 | 0.5074 |
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- | No log | 1.5 | 102 | 0.4850 | 0.4932 | 0.4850 |
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- | No log | 1.5294 | 104 | 0.4364 | 0.5186 | 0.4364 |
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- | No log | 1.5588 | 106 | 0.4320 | 0.5197 | 0.4320 |
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- | No log | 1.5882 | 108 | 0.4549 | 0.5221 | 0.4549 |
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- | No log | 1.6176 | 110 | 0.4434 | 0.5174 | 0.4434 |
106
- | No log | 1.6471 | 112 | 0.4163 | 0.5304 | 0.4163 |
107
- | No log | 1.6765 | 114 | 0.4200 | 0.5505 | 0.4200 |
108
- | No log | 1.7059 | 116 | 0.4439 | 0.5353 | 0.4439 |
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- | No log | 1.7353 | 118 | 0.4352 | 0.5154 | 0.4352 |
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- | No log | 1.7647 | 120 | 0.5041 | 0.5226 | 0.5041 |
111
- | No log | 1.7941 | 122 | 0.5330 | 0.5303 | 0.5330 |
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- | No log | 1.8235 | 124 | 0.4975 | 0.5478 | 0.4975 |
113
- | No log | 1.8529 | 126 | 0.5129 | 0.5658 | 0.5129 |
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- | No log | 1.8824 | 128 | 0.4868 | 0.5316 | 0.4868 |
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- | No log | 1.9118 | 130 | 0.4330 | 0.5361 | 0.4330 |
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- | No log | 1.9412 | 132 | 0.4272 | 0.5381 | 0.4272 |
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- | No log | 1.9706 | 134 | 0.4706 | 0.5472 | 0.4706 |
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- | No log | 2.0 | 136 | 0.5666 | 0.6603 | 0.5666 |
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- | No log | 2.0294 | 138 | 0.5802 | 0.6890 | 0.5802 |
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- | No log | 2.0588 | 140 | 0.4985 | 0.6814 | 0.4985 |
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- | No log | 2.0882 | 142 | 0.4376 | 0.5999 | 0.4376 |
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- | No log | 2.1176 | 144 | 0.4444 | 0.6394 | 0.4444 |
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- | No log | 2.1471 | 146 | 0.4590 | 0.6680 | 0.4590 |
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- | No log | 2.1765 | 148 | 0.5617 | 0.6819 | 0.5617 |
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- | No log | 2.2059 | 150 | 0.5945 | 0.6990 | 0.5945 |
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- | No log | 2.2353 | 152 | 0.4908 | 0.6461 | 0.4908 |
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- | No log | 2.2647 | 154 | 0.4321 | 0.6074 | 0.4321 |
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- | No log | 2.2941 | 156 | 0.4173 | 0.5724 | 0.4173 |
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- | No log | 2.3235 | 158 | 0.4365 | 0.5606 | 0.4365 |
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- | No log | 2.3529 | 160 | 0.5547 | 0.6125 | 0.5547 |
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- | No log | 2.3824 | 162 | 0.6159 | 0.6505 | 0.6159 |
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- | No log | 2.4118 | 164 | 0.5380 | 0.6355 | 0.5380 |
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- | No log | 2.4412 | 166 | 0.4479 | 0.6076 | 0.4479 |
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- | No log | 2.4706 | 168 | 0.4470 | 0.6092 | 0.4470 |
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- | No log | 2.5 | 170 | 0.4490 | 0.6027 | 0.4490 |
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- | No log | 2.5294 | 172 | 0.4336 | 0.6103 | 0.4336 |
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- | No log | 2.5588 | 174 | 0.4571 | 0.6355 | 0.4571 |
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- | No log | 2.5882 | 176 | 0.4528 | 0.6336 | 0.4528 |
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- | No log | 2.6176 | 178 | 0.4894 | 0.6683 | 0.4894 |
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- | No log | 2.6471 | 180 | 0.4376 | 0.6193 | 0.4376 |
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- | No log | 2.6765 | 182 | 0.4080 | 0.5929 | 0.4080 |
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- | No log | 2.7059 | 184 | 0.4217 | 0.5991 | 0.4217 |
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- | No log | 2.7353 | 186 | 0.5369 | 0.6797 | 0.5369 |
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- | No log | 2.7647 | 188 | 0.6405 | 0.7015 | 0.6405 |
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- | No log | 2.7941 | 190 | 0.5909 | 0.6923 | 0.5909 |
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- | No log | 2.8235 | 192 | 0.4603 | 0.6298 | 0.4603 |
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- | No log | 2.8529 | 194 | 0.4006 | 0.5647 | 0.4006 |
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- | No log | 2.8824 | 196 | 0.3999 | 0.5561 | 0.3999 |
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- | No log | 2.9118 | 198 | 0.4033 | 0.5596 | 0.4033 |
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- | No log | 2.9412 | 200 | 0.4441 | 0.5897 | 0.4441 |
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- | No log | 2.9706 | 202 | 0.4918 | 0.5937 | 0.4918 |
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- | No log | 3.0 | 204 | 0.4793 | 0.5895 | 0.4793 |
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- | No log | 3.0294 | 206 | 0.4512 | 0.5845 | 0.4512 |
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- | No log | 3.0588 | 208 | 0.4507 | 0.5832 | 0.4507 |
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- | No log | 3.0882 | 210 | 0.4280 | 0.5825 | 0.4280 |
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- | No log | 3.1176 | 212 | 0.4060 | 0.5595 | 0.4060 |
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- | No log | 3.1471 | 214 | 0.4240 | 0.5961 | 0.4240 |
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- | No log | 3.1765 | 216 | 0.5003 | 0.6474 | 0.5003 |
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- | No log | 3.2059 | 218 | 0.5328 | 0.6674 | 0.5328 |
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- | No log | 3.2353 | 220 | 0.4935 | 0.6639 | 0.4935 |
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- | No log | 3.2647 | 222 | 0.4341 | 0.6149 | 0.4341 |
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- | No log | 3.2941 | 224 | 0.4293 | 0.6142 | 0.4293 |
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- | No log | 3.3235 | 226 | 0.4521 | 0.6300 | 0.4521 |
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- | No log | 3.3529 | 228 | 0.4804 | 0.6405 | 0.4804 |
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- | No log | 3.3824 | 230 | 0.5259 | 0.6677 | 0.5259 |
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- | No log | 3.4118 | 232 | 0.5798 | 0.6852 | 0.5798 |
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- | No log | 3.4412 | 234 | 0.5418 | 0.6813 | 0.5418 |
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- | No log | 3.4706 | 236 | 0.5003 | 0.6699 | 0.5003 |
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- | No log | 3.5 | 238 | 0.4620 | 0.6461 | 0.4620 |
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- | No log | 3.5294 | 240 | 0.4213 | 0.6204 | 0.4213 |
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- | No log | 3.5588 | 242 | 0.4190 | 0.6204 | 0.4190 |
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- | No log | 3.5882 | 244 | 0.4240 | 0.6244 | 0.4240 |
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- | No log | 3.6176 | 246 | 0.4343 | 0.6159 | 0.4343 |
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- | No log | 3.6471 | 248 | 0.4846 | 0.6499 | 0.4846 |
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- | No log | 3.6765 | 250 | 0.5778 | 0.6995 | 0.5778 |
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- | No log | 3.7059 | 252 | 0.5905 | 0.7091 | 0.5905 |
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- | No log | 3.7353 | 254 | 0.5259 | 0.6682 | 0.5259 |
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- | No log | 3.7647 | 256 | 0.4550 | 0.6038 | 0.4550 |
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- | No log | 3.7941 | 258 | 0.4252 | 0.6055 | 0.4252 |
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- | No log | 3.8235 | 260 | 0.4217 | 0.5906 | 0.4217 |
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- | No log | 3.8529 | 262 | 0.4432 | 0.6088 | 0.4432 |
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- | No log | 3.8824 | 264 | 0.4933 | 0.6213 | 0.4933 |
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- | No log | 3.9118 | 266 | 0.5213 | 0.6358 | 0.5213 |
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- | No log | 3.9412 | 268 | 0.5243 | 0.6405 | 0.5243 |
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- | No log | 3.9706 | 270 | 0.5183 | 0.6411 | 0.5183 |
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- | No log | 4.0 | 272 | 0.4804 | 0.6276 | 0.4804 |
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- | No log | 4.0294 | 274 | 0.4751 | 0.6326 | 0.4751 |
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- | No log | 4.0588 | 276 | 0.4671 | 0.6285 | 0.4671 |
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- | No log | 4.0882 | 278 | 0.4833 | 0.6464 | 0.4833 |
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- | No log | 4.1176 | 280 | 0.4893 | 0.6520 | 0.4893 |
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- | No log | 4.1471 | 282 | 0.4668 | 0.6435 | 0.4668 |
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- | No log | 4.1765 | 284 | 0.4553 | 0.6380 | 0.4553 |
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- | No log | 4.2059 | 286 | 0.4669 | 0.6458 | 0.4669 |
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- | No log | 4.2353 | 288 | 0.4946 | 0.6713 | 0.4946 |
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- | No log | 4.2647 | 290 | 0.5313 | 0.6849 | 0.5313 |
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- | No log | 4.2941 | 292 | 0.5727 | 0.7052 | 0.5727 |
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- | No log | 4.3235 | 294 | 0.5866 | 0.7086 | 0.5866 |
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- | No log | 4.3529 | 296 | 0.5583 | 0.6913 | 0.5583 |
199
- | No log | 4.3824 | 298 | 0.5255 | 0.6742 | 0.5255 |
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- | No log | 4.4118 | 300 | 0.5070 | 0.6691 | 0.5070 |
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- | No log | 4.4412 | 302 | 0.4723 | 0.6541 | 0.4723 |
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- | No log | 4.4706 | 304 | 0.4517 | 0.6484 | 0.4517 |
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- | No log | 4.5 | 306 | 0.4462 | 0.6433 | 0.4462 |
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- | No log | 4.5294 | 308 | 0.4385 | 0.6484 | 0.4385 |
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- | No log | 4.5588 | 310 | 0.4416 | 0.6470 | 0.4416 |
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- | No log | 4.5882 | 312 | 0.4574 | 0.6476 | 0.4574 |
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- | No log | 4.6176 | 314 | 0.4664 | 0.6487 | 0.4664 |
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- | No log | 4.6471 | 316 | 0.4815 | 0.6586 | 0.4815 |
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- | No log | 4.6765 | 318 | 0.5088 | 0.6677 | 0.5088 |
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- | No log | 4.7059 | 320 | 0.5444 | 0.6810 | 0.5444 |
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- | No log | 4.7353 | 322 | 0.5732 | 0.6882 | 0.5732 |
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- | No log | 4.7647 | 324 | 0.6021 | 0.6974 | 0.6021 |
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- | No log | 4.7941 | 326 | 0.6204 | 0.7067 | 0.6204 |
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- | No log | 4.8235 | 328 | 0.6248 | 0.7065 | 0.6248 |
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- | No log | 4.8529 | 330 | 0.6183 | 0.7067 | 0.6183 |
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- | No log | 4.8824 | 332 | 0.6086 | 0.7050 | 0.6086 |
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- | No log | 4.9118 | 334 | 0.5999 | 0.6945 | 0.5999 |
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- | No log | 4.9412 | 336 | 0.5897 | 0.6970 | 0.5897 |
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- | No log | 4.9706 | 338 | 0.5815 | 0.6975 | 0.5815 |
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- | No log | 5.0 | 340 | 0.5776 | 0.6922 | 0.5776 |
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  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: bert_baseline_language_task6_fold4
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # bert_baseline_language_task6_fold4
15
 
16
  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4886
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+ - Qwk: 0.7157
20
+ - Mse: 0.4886
21
 
22
  ## Model description
23
 
 
48
 
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|
51
+ | No log | 0.0294 | 2 | 2.2411 | 0.0 | 2.2411 |
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+ | No log | 0.0588 | 4 | 1.8734 | -0.0178 | 1.8734 |
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+ | No log | 0.0882 | 6 | 1.6090 | 0.0059 | 1.6090 |
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+ | No log | 0.1176 | 8 | 1.2192 | 0.0059 | 1.2192 |
55
+ | No log | 0.1471 | 10 | 0.9341 | 0.0059 | 0.9341 |
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+ | No log | 0.1765 | 12 | 0.7364 | 0.1416 | 0.7364 |
57
+ | No log | 0.2059 | 14 | 0.6982 | 0.2687 | 0.6982 |
58
+ | No log | 0.2353 | 16 | 0.6582 | 0.3372 | 0.6582 |
59
+ | No log | 0.2647 | 18 | 0.7135 | 0.1462 | 0.7135 |
60
+ | No log | 0.2941 | 20 | 0.6798 | 0.2206 | 0.6798 |
61
+ | No log | 0.3235 | 22 | 0.5955 | 0.3915 | 0.5955 |
62
+ | No log | 0.3529 | 24 | 0.6219 | 0.3622 | 0.6219 |
63
+ | No log | 0.3824 | 26 | 0.5703 | 0.3992 | 0.5703 |
64
+ | No log | 0.4118 | 28 | 0.5099 | 0.4137 | 0.5099 |
65
+ | No log | 0.4412 | 30 | 0.5199 | 0.4116 | 0.5199 |
66
+ | No log | 0.4706 | 32 | 0.5644 | 0.4094 | 0.5644 |
67
+ | No log | 0.5 | 34 | 0.5463 | 0.4109 | 0.5463 |
68
+ | No log | 0.5294 | 36 | 0.4851 | 0.3907 | 0.4851 |
69
+ | No log | 0.5588 | 38 | 0.4850 | 0.4156 | 0.4850 |
70
+ | No log | 0.5882 | 40 | 0.5052 | 0.4150 | 0.5052 |
71
+ | No log | 0.6176 | 42 | 0.4521 | 0.4313 | 0.4521 |
72
+ | No log | 0.6471 | 44 | 0.4285 | 0.3921 | 0.4285 |
73
+ | No log | 0.6765 | 46 | 0.4230 | 0.4170 | 0.4230 |
74
+ | No log | 0.7059 | 48 | 0.4622 | 0.4317 | 0.4622 |
75
+ | No log | 0.7353 | 50 | 0.5184 | 0.4332 | 0.5184 |
76
+ | No log | 0.7647 | 52 | 0.5387 | 0.4339 | 0.5387 |
77
+ | No log | 0.7941 | 54 | 0.5345 | 0.4536 | 0.5345 |
78
+ | No log | 0.8235 | 56 | 0.4593 | 0.4674 | 0.4593 |
79
+ | No log | 0.8529 | 58 | 0.4454 | 0.5019 | 0.4454 |
80
+ | No log | 0.8824 | 60 | 0.5377 | 0.6217 | 0.5377 |
81
+ | No log | 0.9118 | 62 | 0.7227 | 0.6473 | 0.7227 |
82
+ | No log | 0.9412 | 64 | 0.6967 | 0.5892 | 0.6967 |
83
+ | No log | 0.9706 | 66 | 0.4789 | 0.5329 | 0.4789 |
84
+ | No log | 1.0 | 68 | 0.4475 | 0.5381 | 0.4475 |
85
+ | No log | 1.0294 | 70 | 0.4883 | 0.5168 | 0.4883 |
86
+ | No log | 1.0588 | 72 | 0.4881 | 0.5379 | 0.4881 |
87
+ | No log | 1.0882 | 74 | 0.4513 | 0.5417 | 0.4513 |
88
+ | No log | 1.1176 | 76 | 0.4886 | 0.5726 | 0.4886 |
89
+ | No log | 1.1471 | 78 | 0.5485 | 0.6355 | 0.5485 |
90
+ | No log | 1.1765 | 80 | 0.5511 | 0.6223 | 0.5511 |
91
+ | No log | 1.2059 | 82 | 0.4701 | 0.5498 | 0.4701 |
92
+ | No log | 1.2353 | 84 | 0.4336 | 0.5411 | 0.4336 |
93
+ | No log | 1.2647 | 86 | 0.4810 | 0.5556 | 0.4810 |
94
+ | No log | 1.2941 | 88 | 0.4668 | 0.5530 | 0.4668 |
95
+ | No log | 1.3235 | 90 | 0.3993 | 0.5542 | 0.3993 |
96
+ | No log | 1.3529 | 92 | 0.4006 | 0.5528 | 0.4006 |
97
+ | No log | 1.3824 | 94 | 0.4392 | 0.5585 | 0.4392 |
98
+ | No log | 1.4118 | 96 | 0.4205 | 0.5438 | 0.4205 |
99
+ | No log | 1.4412 | 98 | 0.4390 | 0.5543 | 0.4390 |
100
+ | No log | 1.4706 | 100 | 0.5557 | 0.6166 | 0.5557 |
101
+ | No log | 1.5 | 102 | 0.5909 | 0.7254 | 0.5909 |
102
+ | No log | 1.5294 | 104 | 0.5077 | 0.7405 | 0.5077 |
103
+ | No log | 1.5588 | 106 | 0.4091 | 0.6640 | 0.4091 |
104
+ | No log | 1.5882 | 108 | 0.4592 | 0.6912 | 0.4592 |
105
+ | No log | 1.6176 | 110 | 0.6420 | 0.7297 | 0.6420 |
106
+ | No log | 1.6471 | 112 | 0.7219 | 0.7019 | 0.7219 |
107
+ | No log | 1.6765 | 114 | 0.5558 | 0.7405 | 0.5558 |
108
+ | No log | 1.7059 | 116 | 0.3751 | 0.6338 | 0.3751 |
109
+ | No log | 1.7353 | 118 | 0.3983 | 0.5147 | 0.3983 |
110
+ | No log | 1.7647 | 120 | 0.3774 | 0.5266 | 0.3774 |
111
+ | No log | 1.7941 | 122 | 0.4202 | 0.6608 | 0.4202 |
112
+ | No log | 1.8235 | 124 | 0.5371 | 0.6994 | 0.5371 |
113
+ | No log | 1.8529 | 126 | 0.4793 | 0.5619 | 0.4793 |
114
+ | No log | 1.8824 | 128 | 0.4083 | 0.5331 | 0.4083 |
115
+ | No log | 1.9118 | 130 | 0.4079 | 0.5321 | 0.4079 |
116
+ | No log | 1.9412 | 132 | 0.3693 | 0.5479 | 0.3693 |
117
+ | No log | 1.9706 | 134 | 0.3606 | 0.5525 | 0.3606 |
118
+ | No log | 2.0 | 136 | 0.3729 | 0.5439 | 0.3729 |
119
+ | No log | 2.0294 | 138 | 0.4628 | 0.5409 | 0.4628 |
120
+ | No log | 2.0588 | 140 | 0.5351 | 0.6159 | 0.5351 |
121
+ | No log | 2.0882 | 142 | 0.5333 | 0.6968 | 0.5333 |
122
+ | No log | 2.1176 | 144 | 0.4991 | 0.7022 | 0.4991 |
123
+ | No log | 2.1471 | 146 | 0.5203 | 0.7229 | 0.5203 |
124
+ | No log | 2.1765 | 148 | 0.5320 | 0.7349 | 0.5320 |
125
+ | No log | 2.2059 | 150 | 0.5657 | 0.7320 | 0.5657 |
126
+ | No log | 2.2353 | 152 | 0.4832 | 0.7194 | 0.4832 |
127
+ | No log | 2.2647 | 154 | 0.4500 | 0.7072 | 0.4500 |
128
+ | No log | 2.2941 | 156 | 0.4751 | 0.7137 | 0.4751 |
129
+ | No log | 2.3235 | 158 | 0.5329 | 0.7259 | 0.5329 |
130
+ | No log | 2.3529 | 160 | 0.6005 | 0.7169 | 0.6005 |
131
+ | No log | 2.3824 | 162 | 0.5667 | 0.7338 | 0.5667 |
132
+ | No log | 2.4118 | 164 | 0.4374 | 0.7067 | 0.4374 |
133
+ | No log | 2.4412 | 166 | 0.4124 | 0.6831 | 0.4124 |
134
+ | No log | 2.4706 | 168 | 0.4354 | 0.6921 | 0.4354 |
135
+ | No log | 2.5 | 170 | 0.4397 | 0.6839 | 0.4397 |
136
+ | No log | 2.5294 | 172 | 0.4214 | 0.6446 | 0.4214 |
137
+ | No log | 2.5588 | 174 | 0.4354 | 0.6473 | 0.4354 |
138
+ | No log | 2.5882 | 176 | 0.4596 | 0.6485 | 0.4596 |
139
+ | No log | 2.6176 | 178 | 0.4180 | 0.6243 | 0.4180 |
140
+ | No log | 2.6471 | 180 | 0.4142 | 0.6336 | 0.4142 |
141
+ | No log | 2.6765 | 182 | 0.3653 | 0.5950 | 0.3653 |
142
+ | No log | 2.7059 | 184 | 0.3595 | 0.6087 | 0.3595 |
143
+ | No log | 2.7353 | 186 | 0.3716 | 0.6402 | 0.3716 |
144
+ | No log | 2.7647 | 188 | 0.4491 | 0.7032 | 0.4491 |
145
+ | No log | 2.7941 | 190 | 0.4727 | 0.7077 | 0.4727 |
146
+ | No log | 2.8235 | 192 | 0.4595 | 0.6925 | 0.4595 |
147
+ | No log | 2.8529 | 194 | 0.4305 | 0.6658 | 0.4305 |
148
+ | No log | 2.8824 | 196 | 0.3810 | 0.6041 | 0.3810 |
149
+ | No log | 2.9118 | 198 | 0.3683 | 0.5923 | 0.3683 |
150
+ | No log | 2.9412 | 200 | 0.3942 | 0.6730 | 0.3942 |
151
+ | No log | 2.9706 | 202 | 0.5140 | 0.7149 | 0.5140 |
152
+ | No log | 3.0 | 204 | 0.5940 | 0.7421 | 0.5940 |
153
+ | No log | 3.0294 | 206 | 0.5623 | 0.7362 | 0.5623 |
154
+ | No log | 3.0588 | 208 | 0.4522 | 0.7173 | 0.4522 |
155
+ | No log | 3.0882 | 210 | 0.4223 | 0.7002 | 0.4223 |
156
+ | No log | 3.1176 | 212 | 0.3981 | 0.6730 | 0.3981 |
157
+ | No log | 3.1471 | 214 | 0.4195 | 0.6878 | 0.4195 |
158
+ | No log | 3.1765 | 216 | 0.4291 | 0.7051 | 0.4291 |
159
+ | No log | 3.2059 | 218 | 0.4505 | 0.7132 | 0.4505 |
160
+ | No log | 3.2353 | 220 | 0.4684 | 0.7186 | 0.4684 |
161
+ | No log | 3.2647 | 222 | 0.4655 | 0.7164 | 0.4655 |
162
+ | No log | 3.2941 | 224 | 0.5119 | 0.7264 | 0.5119 |
163
+ | No log | 3.3235 | 226 | 0.5486 | 0.7260 | 0.5486 |
164
+ | No log | 3.3529 | 228 | 0.4989 | 0.7182 | 0.4989 |
165
+ | No log | 3.3824 | 230 | 0.4513 | 0.7010 | 0.4513 |
166
+ | No log | 3.4118 | 232 | 0.4255 | 0.6863 | 0.4255 |
167
+ | No log | 3.4412 | 234 | 0.4379 | 0.6912 | 0.4379 |
168
+ | No log | 3.4706 | 236 | 0.4393 | 0.6995 | 0.4393 |
169
+ | No log | 3.5 | 238 | 0.4728 | 0.7068 | 0.4728 |
170
+ | No log | 3.5294 | 240 | 0.5134 | 0.7080 | 0.5134 |
171
+ | No log | 3.5588 | 242 | 0.4998 | 0.7118 | 0.4998 |
172
+ | No log | 3.5882 | 244 | 0.4398 | 0.6887 | 0.4398 |
173
+ | No log | 3.6176 | 246 | 0.3836 | 0.6619 | 0.3836 |
174
+ | No log | 3.6471 | 248 | 0.3718 | 0.6220 | 0.3718 |
175
+ | No log | 3.6765 | 250 | 0.3892 | 0.6566 | 0.3892 |
176
+ | No log | 3.7059 | 252 | 0.4497 | 0.6913 | 0.4497 |
177
+ | No log | 3.7353 | 254 | 0.5352 | 0.7154 | 0.5352 |
178
+ | No log | 3.7647 | 256 | 0.5511 | 0.7103 | 0.5511 |
179
+ | No log | 3.7941 | 258 | 0.5689 | 0.7135 | 0.5689 |
180
+ | No log | 3.8235 | 260 | 0.5268 | 0.7091 | 0.5268 |
181
+ | No log | 3.8529 | 262 | 0.4670 | 0.7000 | 0.4670 |
182
+ | No log | 3.8824 | 264 | 0.4545 | 0.7162 | 0.4545 |
183
+ | No log | 3.9118 | 266 | 0.4777 | 0.7152 | 0.4777 |
184
+ | No log | 3.9412 | 268 | 0.4792 | 0.7175 | 0.4792 |
185
+ | No log | 3.9706 | 270 | 0.4656 | 0.7290 | 0.4656 |
186
+ | No log | 4.0 | 272 | 0.4576 | 0.7216 | 0.4576 |
187
+ | No log | 4.0294 | 274 | 0.4727 | 0.7174 | 0.4727 |
188
+ | No log | 4.0588 | 276 | 0.4847 | 0.7224 | 0.4847 |
189
+ | No log | 4.0882 | 278 | 0.4756 | 0.7155 | 0.4756 |
190
+ | No log | 4.1176 | 280 | 0.5117 | 0.7247 | 0.5117 |
191
+ | No log | 4.1471 | 282 | 0.5247 | 0.7208 | 0.5247 |
192
+ | No log | 4.1765 | 284 | 0.4861 | 0.7141 | 0.4861 |
193
+ | No log | 4.2059 | 286 | 0.4775 | 0.7165 | 0.4775 |
194
+ | No log | 4.2353 | 288 | 0.4770 | 0.7156 | 0.4770 |
195
+ | No log | 4.2647 | 290 | 0.4946 | 0.7130 | 0.4946 |
196
+ | No log | 4.2941 | 292 | 0.5091 | 0.7222 | 0.5091 |
197
+ | No log | 4.3235 | 294 | 0.4794 | 0.7122 | 0.4794 |
198
+ | No log | 4.3529 | 296 | 0.4423 | 0.7225 | 0.4423 |
199
+ | No log | 4.3824 | 298 | 0.4383 | 0.7204 | 0.4383 |
200
+ | No log | 4.4118 | 300 | 0.4611 | 0.7092 | 0.4611 |
201
+ | No log | 4.4412 | 302 | 0.4751 | 0.7190 | 0.4751 |
202
+ | No log | 4.4706 | 304 | 0.4970 | 0.7180 | 0.4970 |
203
+ | No log | 4.5 | 306 | 0.4892 | 0.7157 | 0.4892 |
204
+ | No log | 4.5294 | 308 | 0.4820 | 0.7191 | 0.4820 |
205
+ | No log | 4.5588 | 310 | 0.4822 | 0.7184 | 0.4822 |
206
+ | No log | 4.5882 | 312 | 0.4700 | 0.7172 | 0.4700 |
207
+ | No log | 4.6176 | 314 | 0.4430 | 0.7173 | 0.4430 |
208
+ | No log | 4.6471 | 316 | 0.4170 | 0.7125 | 0.4170 |
209
+ | No log | 4.6765 | 318 | 0.4099 | 0.7117 | 0.4099 |
210
+ | No log | 4.7059 | 320 | 0.4161 | 0.7093 | 0.4161 |
211
+ | No log | 4.7353 | 322 | 0.4317 | 0.7169 | 0.4317 |
212
+ | No log | 4.7647 | 324 | 0.4483 | 0.7169 | 0.4483 |
213
+ | No log | 4.7941 | 326 | 0.4626 | 0.7199 | 0.4626 |
214
+ | No log | 4.8235 | 328 | 0.4702 | 0.7156 | 0.4702 |
215
+ | No log | 4.8529 | 330 | 0.4810 | 0.7156 | 0.4810 |
216
+ | No log | 4.8824 | 332 | 0.4882 | 0.7155 | 0.4882 |
217
+ | No log | 4.9118 | 334 | 0.4916 | 0.7194 | 0.4916 |
218
+ | No log | 4.9412 | 336 | 0.4893 | 0.7194 | 0.4893 |
219
+ | No log | 4.9706 | 338 | 0.4884 | 0.7157 | 0.4884 |
220
+ | No log | 5.0 | 340 | 0.4886 | 0.7157 | 0.4886 |
221
 
222
 
223
  ### Framework versions