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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task1_organization
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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. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6094
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- - Qwk: 0.7586
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- - Mse: 0.6094
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- - Rmse: 0.7806
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  ## Model description
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@@ -47,263 +47,269 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0714 | 2 | 6.7446 | 0.0308 | 6.7446 | 2.5970 |
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- | No log | 0.1429 | 4 | 4.4270 | 0.0342 | 4.4270 | 2.1040 |
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- | No log | 0.2143 | 6 | 3.1924 | 0.0 | 3.1924 | 1.7867 |
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- | No log | 0.2857 | 8 | 2.2548 | 0.1507 | 2.2548 | 1.5016 |
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- | No log | 0.3571 | 10 | 2.4802 | 0.1429 | 2.4802 | 1.5749 |
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- | No log | 0.4286 | 12 | 2.1155 | 0.1406 | 2.1155 | 1.4545 |
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- | No log | 0.5 | 14 | 1.9806 | 0.2114 | 1.9806 | 1.4073 |
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- | No log | 0.5714 | 16 | 2.3859 | 0.1333 | 2.3859 | 1.5446 |
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- | No log | 0.6429 | 18 | 2.5757 | 0.1366 | 2.5757 | 1.6049 |
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- | No log | 0.7143 | 20 | 2.8047 | 0.1310 | 2.8047 | 1.6747 |
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- | No log | 0.7857 | 22 | 2.3858 | 0.1500 | 2.3858 | 1.5446 |
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- | No log | 0.8571 | 24 | 1.7168 | 0.4252 | 1.7168 | 1.3103 |
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- | No log | 0.9286 | 26 | 1.4714 | 0.2000 | 1.4714 | 1.2130 |
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- | No log | 1.0 | 28 | 1.5468 | 0.1321 | 1.5468 | 1.2437 |
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- | No log | 1.0714 | 30 | 1.5943 | 0.2018 | 1.5943 | 1.2627 |
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- | No log | 1.1429 | 32 | 1.6585 | 0.3248 | 1.6585 | 1.2878 |
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- | No log | 1.2143 | 34 | 1.7289 | 0.4127 | 1.7289 | 1.3149 |
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- | No log | 1.2857 | 36 | 2.1963 | 0.2000 | 2.1963 | 1.4820 |
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- | No log | 1.3571 | 38 | 2.8634 | 0.1503 | 2.8634 | 1.6922 |
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- | No log | 1.4286 | 40 | 2.8533 | 0.1453 | 2.8533 | 1.6892 |
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- | No log | 1.5 | 42 | 2.2977 | 0.2561 | 2.2977 | 1.5158 |
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- | No log | 1.5714 | 44 | 2.1259 | 0.2893 | 2.1259 | 1.4580 |
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- | No log | 1.6429 | 46 | 1.8704 | 0.3896 | 1.8704 | 1.3676 |
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- | No log | 1.7143 | 48 | 1.7639 | 0.4625 | 1.7639 | 1.3281 |
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- | No log | 1.7857 | 50 | 1.6704 | 0.5063 | 1.6704 | 1.2924 |
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- | No log | 1.8571 | 52 | 1.9191 | 0.4114 | 1.9191 | 1.3853 |
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- | No log | 1.9286 | 54 | 2.4653 | 0.2653 | 2.4653 | 1.5701 |
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- | No log | 2.0 | 56 | 2.2724 | 0.3240 | 2.2724 | 1.5074 |
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- | No log | 2.0714 | 58 | 1.6760 | 0.4503 | 1.6760 | 1.2946 |
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- | No log | 2.1429 | 60 | 1.4581 | 0.4552 | 1.4581 | 1.2075 |
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- | No log | 2.2143 | 62 | 1.2907 | 0.5634 | 1.2907 | 1.1361 |
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- | No log | 2.2857 | 64 | 1.3420 | 0.5442 | 1.3420 | 1.1585 |
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- | No log | 2.3571 | 66 | 1.7742 | 0.4250 | 1.7742 | 1.3320 |
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- | No log | 2.4286 | 68 | 1.7960 | 0.3975 | 1.7960 | 1.3401 |
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- | No log | 2.5 | 70 | 1.3224 | 0.5658 | 1.3224 | 1.1499 |
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- | No log | 2.5714 | 72 | 0.8598 | 0.7075 | 0.8598 | 0.9272 |
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- | No log | 2.6429 | 74 | 0.9539 | 0.6525 | 0.9539 | 0.9767 |
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- | No log | 2.7143 | 76 | 1.0282 | 0.6087 | 1.0282 | 1.0140 |
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- | No log | 2.7857 | 78 | 0.8218 | 0.7190 | 0.8218 | 0.9065 |
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- | No log | 2.8571 | 80 | 1.0962 | 0.6353 | 1.0962 | 1.0470 |
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- | No log | 2.9286 | 82 | 1.6450 | 0.4973 | 1.6450 | 1.2826 |
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- | No log | 3.0 | 84 | 1.6676 | 0.4945 | 1.6676 | 1.2914 |
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- | No log | 3.0714 | 86 | 1.2070 | 0.5732 | 1.2070 | 1.0987 |
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- | No log | 3.1429 | 88 | 0.8619 | 0.6797 | 0.8619 | 0.9284 |
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- | No log | 3.2143 | 90 | 0.7326 | 0.7211 | 0.7326 | 0.8559 |
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- | No log | 3.2857 | 92 | 0.7543 | 0.7083 | 0.7543 | 0.8685 |
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- | No log | 3.3571 | 94 | 0.9142 | 0.6483 | 0.9142 | 0.9562 |
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- | No log | 3.4286 | 96 | 1.3131 | 0.5786 | 1.3131 | 1.1459 |
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- | No log | 3.5 | 98 | 1.9496 | 0.4688 | 1.9496 | 1.3963 |
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- | No log | 3.5714 | 100 | 2.3369 | 0.4171 | 2.3369 | 1.5287 |
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- | No log | 3.6429 | 102 | 2.1091 | 0.4948 | 2.1091 | 1.4523 |
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- | No log | 3.7143 | 104 | 1.5819 | 0.5444 | 1.5819 | 1.2577 |
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- | No log | 3.7857 | 106 | 1.1944 | 0.6374 | 1.1944 | 1.0929 |
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- | No log | 3.8571 | 108 | 0.9030 | 0.7486 | 0.9030 | 0.9503 |
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- | No log | 3.9286 | 110 | 0.8493 | 0.75 | 0.8493 | 0.9216 |
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- | No log | 4.0 | 112 | 0.8443 | 0.7556 | 0.8443 | 0.9189 |
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- | No log | 4.0714 | 114 | 0.7772 | 0.7135 | 0.7772 | 0.8816 |
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- | No log | 4.1429 | 116 | 0.7791 | 0.7294 | 0.7791 | 0.8827 |
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- | No log | 4.2143 | 118 | 0.7731 | 0.7317 | 0.7731 | 0.8792 |
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- | No log | 4.2857 | 120 | 0.7223 | 0.7013 | 0.7223 | 0.8499 |
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- | No log | 4.3571 | 122 | 0.7249 | 0.7237 | 0.7249 | 0.8514 |
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- | No log | 4.4286 | 124 | 0.6982 | 0.7550 | 0.6982 | 0.8356 |
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- | No log | 4.5 | 126 | 0.7636 | 0.7347 | 0.7636 | 0.8738 |
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- | No log | 4.5714 | 128 | 1.0526 | 0.5946 | 1.0526 | 1.0259 |
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- | No log | 4.6429 | 130 | 1.1443 | 0.6104 | 1.1443 | 1.0697 |
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- | No log | 4.7143 | 132 | 0.9048 | 0.6389 | 0.9048 | 0.9512 |
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- | No log | 4.7857 | 134 | 0.7179 | 0.7347 | 0.7179 | 0.8473 |
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- | No log | 4.8571 | 136 | 0.7932 | 0.7123 | 0.7932 | 0.8906 |
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- | No log | 4.9286 | 138 | 0.7788 | 0.7347 | 0.7788 | 0.8825 |
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- | No log | 5.0 | 140 | 0.9143 | 0.6867 | 0.9143 | 0.9562 |
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- | No log | 5.0714 | 142 | 1.6912 | 0.5 | 1.6912 | 1.3005 |
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- | No log | 5.1429 | 144 | 2.1645 | 0.3942 | 2.1645 | 1.4712 |
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- | No log | 5.2143 | 146 | 1.9030 | 0.4718 | 1.9030 | 1.3795 |
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- | No log | 5.2857 | 148 | 1.3170 | 0.6012 | 1.3170 | 1.1476 |
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- | No log | 5.3571 | 150 | 0.9139 | 0.6531 | 0.9139 | 0.9560 |
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- | No log | 5.4286 | 152 | 1.0294 | 0.6621 | 1.0294 | 1.0146 |
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- | No log | 5.5 | 154 | 1.0937 | 0.6434 | 1.0937 | 1.0458 |
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- | No log | 5.5714 | 156 | 0.8731 | 0.7034 | 0.8731 | 0.9344 |
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- | No log | 5.6429 | 158 | 0.8047 | 0.6667 | 0.8047 | 0.8971 |
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- | No log | 5.7143 | 160 | 0.9784 | 0.6479 | 0.9784 | 0.9892 |
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- | No log | 5.7857 | 162 | 1.6214 | 0.5 | 1.6214 | 1.2734 |
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- | No log | 5.8571 | 164 | 2.0689 | 0.3784 | 2.0689 | 1.4384 |
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- | No log | 5.9286 | 166 | 1.8903 | 0.4396 | 1.8903 | 1.3749 |
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- | No log | 6.0 | 168 | 1.3028 | 0.6243 | 1.3028 | 1.1414 |
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- | No log | 6.0714 | 170 | 0.8324 | 0.6624 | 0.8324 | 0.9124 |
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- | No log | 6.1429 | 172 | 0.7542 | 0.7089 | 0.7542 | 0.8685 |
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- | No log | 6.2143 | 174 | 0.7321 | 0.7037 | 0.7321 | 0.8556 |
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- | No log | 6.2857 | 176 | 0.6978 | 0.7195 | 0.6978 | 0.8353 |
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- | No log | 6.3571 | 178 | 0.6995 | 0.7195 | 0.6995 | 0.8364 |
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- | No log | 6.4286 | 180 | 0.7096 | 0.7362 | 0.7096 | 0.8424 |
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- | No log | 6.5 | 182 | 0.7298 | 0.7561 | 0.7298 | 0.8543 |
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- | No log | 6.5714 | 184 | 0.7475 | 0.7349 | 0.7475 | 0.8646 |
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- | No log | 6.6429 | 186 | 0.7349 | 0.7547 | 0.7349 | 0.8572 |
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- | No log | 6.7143 | 188 | 0.7386 | 0.7843 | 0.7386 | 0.8594 |
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- | No log | 6.7857 | 190 | 0.7302 | 0.7651 | 0.7302 | 0.8545 |
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- | No log | 6.8571 | 192 | 0.8123 | 0.7517 | 0.8123 | 0.9013 |
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- | No log | 6.9286 | 194 | 0.8435 | 0.7162 | 0.8435 | 0.9184 |
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- | No log | 7.0 | 196 | 0.7991 | 0.6914 | 0.7991 | 0.8939 |
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- | No log | 7.0714 | 198 | 0.9013 | 0.7006 | 0.9013 | 0.9494 |
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- | No log | 7.1429 | 200 | 1.1255 | 0.6519 | 1.1255 | 1.0609 |
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- | No log | 7.2143 | 202 | 1.2744 | 0.6129 | 1.2744 | 1.1289 |
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- | No log | 7.2857 | 204 | 1.0308 | 0.6629 | 1.0308 | 1.0153 |
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- | No log | 7.3571 | 206 | 0.8654 | 0.7059 | 0.8654 | 0.9303 |
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- | No log | 7.4286 | 208 | 0.6974 | 0.7582 | 0.6974 | 0.8351 |
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- | No log | 7.5 | 210 | 0.6465 | 0.7432 | 0.6465 | 0.8040 |
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- | No log | 7.5714 | 212 | 0.6594 | 0.7467 | 0.6594 | 0.8121 |
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- | No log | 7.6429 | 214 | 0.6675 | 0.7582 | 0.6675 | 0.8170 |
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- | No log | 7.7143 | 216 | 0.7734 | 0.7355 | 0.7734 | 0.8794 |
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- | No log | 7.7857 | 218 | 0.9907 | 0.6467 | 0.9907 | 0.9953 |
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- | No log | 7.8571 | 220 | 1.2477 | 0.6163 | 1.2477 | 1.1170 |
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- | No log | 7.9286 | 222 | 1.2088 | 0.6087 | 1.2088 | 1.0995 |
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- | No log | 8.0 | 224 | 0.9696 | 0.6405 | 0.9696 | 0.9847 |
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- | No log | 8.0714 | 226 | 0.7443 | 0.7042 | 0.7443 | 0.8627 |
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- | No log | 8.1429 | 228 | 0.6657 | 0.7483 | 0.6657 | 0.8159 |
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- | No log | 8.2143 | 230 | 0.6923 | 0.775 | 0.6923 | 0.8321 |
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- | No log | 8.2857 | 232 | 0.8390 | 0.7241 | 0.8390 | 0.9160 |
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- | No log | 8.3571 | 234 | 1.2097 | 0.6486 | 1.2097 | 1.0999 |
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- | No log | 8.4286 | 236 | 1.3728 | 0.6186 | 1.3728 | 1.1717 |
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- | No log | 8.5 | 238 | 1.1867 | 0.6802 | 1.1867 | 1.0893 |
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- | No log | 8.5714 | 240 | 0.8762 | 0.7391 | 0.8762 | 0.9361 |
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- | No log | 8.6429 | 242 | 0.6573 | 0.7719 | 0.6573 | 0.8107 |
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- | No log | 8.7143 | 244 | 0.6589 | 0.7582 | 0.6589 | 0.8117 |
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- | No log | 8.7857 | 246 | 0.7722 | 0.7183 | 0.7722 | 0.8788 |
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- | No log | 8.8571 | 248 | 0.9594 | 0.6622 | 0.9594 | 0.9795 |
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- | No log | 8.9286 | 250 | 1.1813 | 0.6040 | 1.1813 | 1.0869 |
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- | No log | 9.0 | 252 | 1.1389 | 0.6040 | 1.1389 | 1.0672 |
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- | No log | 9.0714 | 254 | 0.9411 | 0.6351 | 0.9411 | 0.9701 |
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- | No log | 9.1429 | 256 | 0.6940 | 0.7310 | 0.6940 | 0.8330 |
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- | No log | 9.2143 | 258 | 0.6033 | 0.7733 | 0.6033 | 0.7767 |
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- | No log | 9.2857 | 260 | 0.5836 | 0.8199 | 0.5836 | 0.7639 |
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- | No log | 9.3571 | 262 | 0.5982 | 0.7765 | 0.5982 | 0.7735 |
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- | No log | 9.4286 | 264 | 0.6288 | 0.7657 | 0.6288 | 0.7930 |
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- | No log | 9.5 | 266 | 0.6812 | 0.7797 | 0.6812 | 0.8254 |
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- | No log | 9.5714 | 268 | 0.6846 | 0.7614 | 0.6846 | 0.8274 |
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- | No log | 9.6429 | 270 | 0.6720 | 0.7931 | 0.6720 | 0.8197 |
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- | No log | 9.7143 | 272 | 0.6494 | 0.7931 | 0.6494 | 0.8059 |
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- | No log | 9.7857 | 274 | 0.6735 | 0.7746 | 0.6735 | 0.8207 |
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- | No log | 9.8571 | 276 | 0.6407 | 0.8046 | 0.6407 | 0.8004 |
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- | No log | 9.9286 | 278 | 0.6450 | 0.7895 | 0.6450 | 0.8031 |
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- | No log | 10.0 | 280 | 0.6803 | 0.7785 | 0.6803 | 0.8248 |
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- | No log | 10.0714 | 282 | 0.7038 | 0.7792 | 0.7038 | 0.8389 |
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- | No log | 10.1429 | 284 | 0.7399 | 0.7545 | 0.7399 | 0.8602 |
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- | No log | 10.2143 | 286 | 0.8014 | 0.7356 | 0.8014 | 0.8952 |
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- | No log | 10.2857 | 288 | 0.8809 | 0.7543 | 0.8809 | 0.9386 |
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- | No log | 10.3571 | 290 | 0.8884 | 0.7416 | 0.8884 | 0.9426 |
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- | No log | 10.4286 | 292 | 0.7235 | 0.7399 | 0.7235 | 0.8506 |
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- | No log | 10.5 | 294 | 0.6753 | 0.7647 | 0.6753 | 0.8218 |
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- | No log | 10.5714 | 296 | 0.6515 | 0.7836 | 0.6515 | 0.8072 |
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- | No log | 10.6429 | 298 | 0.6849 | 0.7529 | 0.6849 | 0.8276 |
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- | No log | 10.7143 | 300 | 0.8386 | 0.7598 | 0.8386 | 0.9157 |
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- | No log | 10.7857 | 302 | 1.0459 | 0.6845 | 1.0459 | 1.0227 |
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- | No log | 10.8571 | 304 | 0.9526 | 0.7263 | 0.9526 | 0.9760 |
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- | No log | 10.9286 | 306 | 0.7744 | 0.7582 | 0.7744 | 0.8800 |
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- | No log | 11.0 | 308 | 0.6644 | 0.8023 | 0.6644 | 0.8151 |
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- | No log | 11.0714 | 310 | 0.6444 | 0.8090 | 0.6444 | 0.8027 |
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- | No log | 11.1429 | 312 | 0.6097 | 0.8208 | 0.6097 | 0.7808 |
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- | No log | 11.2143 | 314 | 0.5966 | 0.7929 | 0.5966 | 0.7724 |
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- | No log | 11.2857 | 316 | 0.5846 | 0.8024 | 0.5846 | 0.7646 |
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- | No log | 11.3571 | 318 | 0.6064 | 0.7778 | 0.6064 | 0.7787 |
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- | No log | 11.4286 | 320 | 0.6521 | 0.7799 | 0.6521 | 0.8075 |
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- | No log | 11.5 | 322 | 0.6562 | 0.7711 | 0.6562 | 0.8100 |
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- | No log | 11.5714 | 324 | 0.7117 | 0.7630 | 0.7117 | 0.8436 |
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- | No log | 11.6429 | 326 | 0.7110 | 0.7771 | 0.7110 | 0.8432 |
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- | No log | 11.7143 | 328 | 0.6431 | 0.7531 | 0.6431 | 0.8020 |
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- | No log | 11.7857 | 330 | 0.6555 | 0.7815 | 0.6555 | 0.8096 |
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- | No log | 11.8571 | 332 | 0.7140 | 0.7742 | 0.7140 | 0.8450 |
218
- | No log | 11.9286 | 334 | 0.7446 | 0.7595 | 0.7446 | 0.8629 |
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- | No log | 12.0 | 336 | 0.8328 | 0.6994 | 0.8328 | 0.9126 |
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- | No log | 12.0714 | 338 | 0.9225 | 0.6982 | 0.9225 | 0.9605 |
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- | No log | 12.1429 | 340 | 0.9491 | 0.6927 | 0.9491 | 0.9742 |
222
- | No log | 12.2143 | 342 | 0.8924 | 0.7111 | 0.8924 | 0.9447 |
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- | No log | 12.2857 | 344 | 0.7617 | 0.7701 | 0.7617 | 0.8728 |
224
- | No log | 12.3571 | 346 | 0.6334 | 0.7673 | 0.6334 | 0.7959 |
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- | No log | 12.4286 | 348 | 0.6174 | 0.8 | 0.6174 | 0.7857 |
226
- | No log | 12.5 | 350 | 0.6261 | 0.7568 | 0.6261 | 0.7913 |
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- | No log | 12.5714 | 352 | 0.6139 | 0.7785 | 0.6139 | 0.7835 |
228
- | No log | 12.6429 | 354 | 0.6627 | 0.7582 | 0.6627 | 0.8140 |
229
- | No log | 12.7143 | 356 | 0.8770 | 0.6867 | 0.8770 | 0.9365 |
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- | No log | 12.7857 | 358 | 1.0358 | 0.6704 | 1.0358 | 1.0177 |
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- | No log | 12.8571 | 360 | 0.9545 | 0.6704 | 0.9545 | 0.9770 |
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- | No log | 12.9286 | 362 | 0.7313 | 0.7624 | 0.7313 | 0.8552 |
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- | No log | 13.0 | 364 | 0.5915 | 0.7657 | 0.5915 | 0.7691 |
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- | No log | 13.0714 | 366 | 0.5777 | 0.7882 | 0.5777 | 0.7600 |
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- | No log | 13.1429 | 368 | 0.5950 | 0.7882 | 0.5950 | 0.7714 |
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- | No log | 13.2143 | 370 | 0.6555 | 0.8 | 0.6555 | 0.8096 |
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- | No log | 13.2857 | 372 | 0.8171 | 0.7582 | 0.8171 | 0.9039 |
238
- | No log | 13.3571 | 374 | 0.9144 | 0.7065 | 0.9144 | 0.9562 |
239
- | No log | 13.4286 | 376 | 1.0149 | 0.6885 | 1.0149 | 1.0074 |
240
- | No log | 13.5 | 378 | 0.9628 | 0.7213 | 0.9628 | 0.9812 |
241
- | No log | 13.5714 | 380 | 0.7700 | 0.7514 | 0.7700 | 0.8775 |
242
- | No log | 13.6429 | 382 | 0.6581 | 0.7578 | 0.6581 | 0.8112 |
243
- | No log | 13.7143 | 384 | 0.6044 | 0.7895 | 0.6044 | 0.7774 |
244
- | No log | 13.7857 | 386 | 0.5963 | 0.7949 | 0.5963 | 0.7722 |
245
- | No log | 13.8571 | 388 | 0.6447 | 0.7811 | 0.6447 | 0.8029 |
246
- | No log | 13.9286 | 390 | 0.6793 | 0.7811 | 0.6793 | 0.8242 |
247
- | No log | 14.0 | 392 | 0.7859 | 0.7239 | 0.7859 | 0.8865 |
248
- | No log | 14.0714 | 394 | 0.8962 | 0.7117 | 0.8962 | 0.9467 |
249
- | No log | 14.1429 | 396 | 0.9004 | 0.7117 | 0.9004 | 0.9489 |
250
- | No log | 14.2143 | 398 | 0.7952 | 0.7152 | 0.7952 | 0.8917 |
251
- | No log | 14.2857 | 400 | 0.7059 | 0.7636 | 0.7059 | 0.8401 |
252
- | No log | 14.3571 | 402 | 0.7341 | 0.7561 | 0.7341 | 0.8568 |
253
- | No log | 14.4286 | 404 | 0.7392 | 0.7561 | 0.7392 | 0.8598 |
254
- | No log | 14.5 | 406 | 0.7080 | 0.775 | 0.7080 | 0.8414 |
255
- | No log | 14.5714 | 408 | 0.6974 | 0.7811 | 0.6974 | 0.8351 |
256
- | No log | 14.6429 | 410 | 0.7106 | 0.7765 | 0.7106 | 0.8430 |
257
- | No log | 14.7143 | 412 | 0.7108 | 0.7816 | 0.7108 | 0.8431 |
258
- | No log | 14.7857 | 414 | 0.7083 | 0.7865 | 0.7083 | 0.8416 |
259
- | No log | 14.8571 | 416 | 0.6633 | 0.7811 | 0.6633 | 0.8144 |
260
- | No log | 14.9286 | 418 | 0.6748 | 0.7683 | 0.6748 | 0.8215 |
261
- | No log | 15.0 | 420 | 0.6889 | 0.7730 | 0.6889 | 0.8300 |
262
- | No log | 15.0714 | 422 | 0.6716 | 0.7875 | 0.6716 | 0.8195 |
263
- | No log | 15.1429 | 424 | 0.6671 | 0.7922 | 0.6671 | 0.8168 |
264
- | No log | 15.2143 | 426 | 0.7080 | 0.7871 | 0.7080 | 0.8414 |
265
- | No log | 15.2857 | 428 | 0.8277 | 0.7320 | 0.8277 | 0.9098 |
266
- | No log | 15.3571 | 430 | 0.9219 | 0.6335 | 0.9219 | 0.9602 |
267
- | No log | 15.4286 | 432 | 0.8931 | 0.6503 | 0.8931 | 0.9450 |
268
- | No log | 15.5 | 434 | 0.8007 | 0.6918 | 0.8007 | 0.8948 |
269
- | No log | 15.5714 | 436 | 0.7014 | 0.7792 | 0.7014 | 0.8375 |
270
- | No log | 15.6429 | 438 | 0.6554 | 0.7922 | 0.6554 | 0.8095 |
271
- | No log | 15.7143 | 440 | 0.6221 | 0.8025 | 0.6221 | 0.7887 |
272
- | No log | 15.7857 | 442 | 0.5852 | 0.8125 | 0.5852 | 0.7650 |
273
- | No log | 15.8571 | 444 | 0.5825 | 0.8 | 0.5825 | 0.7632 |
274
- | No log | 15.9286 | 446 | 0.5905 | 0.7976 | 0.5905 | 0.7684 |
275
- | No log | 16.0 | 448 | 0.5930 | 0.7976 | 0.5930 | 0.7701 |
276
- | No log | 16.0714 | 450 | 0.6122 | 0.8101 | 0.6122 | 0.7824 |
277
- | No log | 16.1429 | 452 | 0.6297 | 0.7867 | 0.6297 | 0.7936 |
278
- | No log | 16.2143 | 454 | 0.6824 | 0.7815 | 0.6824 | 0.8261 |
279
- | No log | 16.2857 | 456 | 0.7784 | 0.7451 | 0.7784 | 0.8823 |
280
- | No log | 16.3571 | 458 | 0.8238 | 0.7673 | 0.8238 | 0.9076 |
281
- | No log | 16.4286 | 460 | 0.8046 | 0.7349 | 0.8046 | 0.8970 |
282
- | No log | 16.5 | 462 | 0.7308 | 0.7514 | 0.7308 | 0.8549 |
283
- | No log | 16.5714 | 464 | 0.6410 | 0.7836 | 0.6410 | 0.8006 |
284
- | No log | 16.6429 | 466 | 0.5980 | 0.7975 | 0.5980 | 0.7733 |
285
- | No log | 16.7143 | 468 | 0.6143 | 0.8000 | 0.6143 | 0.7838 |
286
- | No log | 16.7857 | 470 | 0.6771 | 0.7662 | 0.6771 | 0.8228 |
287
- | No log | 16.8571 | 472 | 0.7063 | 0.7550 | 0.7063 | 0.8404 |
288
- | No log | 16.9286 | 474 | 0.7503 | 0.75 | 0.7503 | 0.8662 |
289
- | No log | 17.0 | 476 | 0.7370 | 0.7582 | 0.7370 | 0.8585 |
290
- | No log | 17.0714 | 478 | 0.6800 | 0.7922 | 0.6800 | 0.8246 |
291
- | No log | 17.1429 | 480 | 0.6218 | 0.7922 | 0.6218 | 0.7885 |
292
- | No log | 17.2143 | 482 | 0.6197 | 0.7703 | 0.6197 | 0.7872 |
293
- | No log | 17.2857 | 484 | 0.6439 | 0.7397 | 0.6439 | 0.8025 |
294
- | No log | 17.3571 | 486 | 0.6464 | 0.7397 | 0.6464 | 0.8040 |
295
- | No log | 17.4286 | 488 | 0.6541 | 0.7397 | 0.6541 | 0.8087 |
296
- | No log | 17.5 | 490 | 0.6596 | 0.7586 | 0.6596 | 0.8122 |
297
- | No log | 17.5714 | 492 | 0.6627 | 0.7448 | 0.6627 | 0.8141 |
298
- | No log | 17.6429 | 494 | 0.7043 | 0.7922 | 0.7043 | 0.8392 |
299
- | No log | 17.7143 | 496 | 0.7556 | 0.8025 | 0.7556 | 0.8692 |
300
- | No log | 17.7857 | 498 | 0.7376 | 0.8025 | 0.7376 | 0.8588 |
301
- | 0.3917 | 17.8571 | 500 | 0.6682 | 0.7949 | 0.6682 | 0.8174 |
302
- | 0.3917 | 17.9286 | 502 | 0.6241 | 0.7619 | 0.6241 | 0.7900 |
303
- | 0.3917 | 18.0 | 504 | 0.6042 | 0.7671 | 0.6042 | 0.7773 |
304
- | 0.3917 | 18.0714 | 506 | 0.5938 | 0.7586 | 0.5938 | 0.7706 |
305
- | 0.3917 | 18.1429 | 508 | 0.6040 | 0.7586 | 0.6040 | 0.7772 |
306
- | 0.3917 | 18.2143 | 510 | 0.6094 | 0.7586 | 0.6094 | 0.7806 |
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task1_organization
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
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9704
19
+ - Qwk: 0.6494
20
+ - Mse: 0.9704
21
+ - Rmse: 0.9851
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 7.4937 | -0.0587 | 7.4937 | 2.7375 |
53
+ | No log | 0.125 | 4 | 4.4141 | 0.0675 | 4.4141 | 2.1010 |
54
+ | No log | 0.1875 | 6 | 3.2175 | 0.0351 | 3.2175 | 1.7937 |
55
+ | No log | 0.25 | 8 | 2.6869 | 0.1119 | 2.6869 | 1.6392 |
56
+ | No log | 0.3125 | 10 | 2.1050 | 0.1148 | 2.1050 | 1.4509 |
57
+ | No log | 0.375 | 12 | 1.7689 | 0.1495 | 1.7689 | 1.3300 |
58
+ | No log | 0.4375 | 14 | 1.7853 | 0.0556 | 1.7853 | 1.3362 |
59
+ | No log | 0.5 | 16 | 2.0506 | -0.0500 | 2.0506 | 1.4320 |
60
+ | No log | 0.5625 | 18 | 2.9536 | 0.0519 | 2.9536 | 1.7186 |
61
+ | No log | 0.625 | 20 | 4.1244 | 0.0180 | 4.1244 | 2.0309 |
62
+ | No log | 0.6875 | 22 | 3.6235 | 0.0821 | 3.6235 | 1.9036 |
63
+ | No log | 0.75 | 24 | 2.4066 | 0.1589 | 2.4066 | 1.5513 |
64
+ | No log | 0.8125 | 26 | 1.8751 | 0.3556 | 1.8751 | 1.3693 |
65
+ | No log | 0.875 | 28 | 1.9209 | 0.25 | 1.9209 | 1.3860 |
66
+ | No log | 0.9375 | 30 | 2.2884 | 0.0146 | 2.2884 | 1.5127 |
67
+ | No log | 1.0 | 32 | 2.4472 | -0.0284 | 2.4472 | 1.5643 |
68
+ | No log | 1.0625 | 34 | 2.3431 | -0.0141 | 2.3431 | 1.5307 |
69
+ | No log | 1.125 | 36 | 1.9615 | 0.2903 | 1.9615 | 1.4005 |
70
+ | No log | 1.1875 | 38 | 1.7912 | 0.2833 | 1.7912 | 1.3384 |
71
+ | No log | 1.25 | 40 | 1.8816 | 0.2812 | 1.8816 | 1.3717 |
72
+ | No log | 1.3125 | 42 | 2.0919 | 0.2941 | 2.0919 | 1.4463 |
73
+ | No log | 1.375 | 44 | 2.0123 | 0.2628 | 2.0123 | 1.4185 |
74
+ | No log | 1.4375 | 46 | 1.7844 | 0.3664 | 1.7844 | 1.3358 |
75
+ | No log | 1.5 | 48 | 1.7583 | 0.3485 | 1.7583 | 1.3260 |
76
+ | No log | 1.5625 | 50 | 2.0073 | 0.2628 | 2.0073 | 1.4168 |
77
+ | No log | 1.625 | 52 | 2.2164 | 0.2000 | 2.2164 | 1.4887 |
78
+ | No log | 1.6875 | 54 | 2.1623 | 0.2158 | 2.1623 | 1.4705 |
79
+ | No log | 1.75 | 56 | 2.1670 | 0.2113 | 2.1670 | 1.4721 |
80
+ | No log | 1.8125 | 58 | 2.4966 | 0.1410 | 2.4966 | 1.5801 |
81
+ | No log | 1.875 | 60 | 3.2916 | 0.1981 | 3.2916 | 1.8143 |
82
+ | No log | 1.9375 | 62 | 3.5404 | 0.2241 | 3.5404 | 1.8816 |
83
+ | No log | 2.0 | 64 | 2.8679 | 0.1622 | 2.8679 | 1.6935 |
84
+ | No log | 2.0625 | 66 | 2.4088 | 0.2038 | 2.4088 | 1.5520 |
85
+ | No log | 2.125 | 68 | 1.8660 | 0.3333 | 1.8660 | 1.3660 |
86
+ | No log | 2.1875 | 70 | 1.7434 | 0.2927 | 1.7434 | 1.3204 |
87
+ | No log | 2.25 | 72 | 1.7749 | 0.3281 | 1.7749 | 1.3323 |
88
+ | No log | 2.3125 | 74 | 2.0875 | 0.1884 | 2.0875 | 1.4448 |
89
+ | No log | 2.375 | 76 | 2.6296 | 0.125 | 2.6296 | 1.6216 |
90
+ | No log | 2.4375 | 78 | 3.3215 | 0.1263 | 3.3215 | 1.8225 |
91
+ | No log | 2.5 | 80 | 4.1444 | 0.1285 | 4.1444 | 2.0358 |
92
+ | No log | 2.5625 | 82 | 3.5114 | 0.2081 | 3.5114 | 1.8739 |
93
+ | No log | 2.625 | 84 | 2.5785 | 0.2727 | 2.5785 | 1.6058 |
94
+ | No log | 2.6875 | 86 | 2.2309 | 0.2840 | 2.2309 | 1.4936 |
95
+ | No log | 2.75 | 88 | 1.9141 | 0.2676 | 1.9141 | 1.3835 |
96
+ | No log | 2.8125 | 90 | 2.0339 | 0.2238 | 2.0339 | 1.4261 |
97
+ | No log | 2.875 | 92 | 2.0444 | 0.2632 | 2.0444 | 1.4298 |
98
+ | No log | 2.9375 | 94 | 2.0338 | 0.2981 | 2.0338 | 1.4261 |
99
+ | No log | 3.0 | 96 | 1.9611 | 0.3509 | 1.9611 | 1.4004 |
100
+ | No log | 3.0625 | 98 | 2.2477 | 0.4098 | 2.2477 | 1.4992 |
101
+ | No log | 3.125 | 100 | 2.3606 | 0.4112 | 2.3606 | 1.5364 |
102
+ | No log | 3.1875 | 102 | 2.0836 | 0.4021 | 2.0836 | 1.4435 |
103
+ | No log | 3.25 | 104 | 1.8831 | 0.3291 | 1.8831 | 1.3723 |
104
+ | No log | 3.3125 | 106 | 1.5597 | 0.3407 | 1.5597 | 1.2489 |
105
+ | No log | 3.375 | 108 | 1.4129 | 0.4065 | 1.4129 | 1.1886 |
106
+ | No log | 3.4375 | 110 | 1.4215 | 0.4065 | 1.4215 | 1.1923 |
107
+ | No log | 3.5 | 112 | 1.5227 | 0.375 | 1.5227 | 1.2340 |
108
+ | No log | 3.5625 | 114 | 1.5774 | 0.3913 | 1.5774 | 1.2560 |
109
+ | No log | 3.625 | 116 | 1.5291 | 0.4539 | 1.5291 | 1.2366 |
110
+ | No log | 3.6875 | 118 | 1.6541 | 0.4459 | 1.6541 | 1.2861 |
111
+ | No log | 3.75 | 120 | 1.9363 | 0.3882 | 1.9363 | 1.3915 |
112
+ | No log | 3.8125 | 122 | 2.1934 | 0.4444 | 2.1934 | 1.4810 |
113
+ | No log | 3.875 | 124 | 2.6329 | 0.3519 | 2.6329 | 1.6226 |
114
+ | No log | 3.9375 | 126 | 2.7509 | 0.3349 | 2.7509 | 1.6586 |
115
+ | No log | 4.0 | 128 | 2.7788 | 0.3349 | 2.7788 | 1.6670 |
116
+ | No log | 4.0625 | 130 | 2.6747 | 0.3333 | 2.6747 | 1.6355 |
117
+ | No log | 4.125 | 132 | 2.3598 | 0.3316 | 2.3598 | 1.5362 |
118
+ | No log | 4.1875 | 134 | 2.0915 | 0.4 | 2.0915 | 1.4462 |
119
+ | No log | 4.25 | 136 | 1.6268 | 0.4 | 1.6268 | 1.2755 |
120
+ | No log | 4.3125 | 138 | 1.6592 | 0.3974 | 1.6592 | 1.2881 |
121
+ | No log | 4.375 | 140 | 1.8957 | 0.3226 | 1.8957 | 1.3769 |
122
+ | No log | 4.4375 | 142 | 1.9338 | 0.3396 | 1.9338 | 1.3906 |
123
+ | No log | 4.5 | 144 | 1.8866 | 0.4118 | 1.8866 | 1.3735 |
124
+ | No log | 4.5625 | 146 | 1.5709 | 0.4512 | 1.5709 | 1.2533 |
125
+ | No log | 4.625 | 148 | 1.3225 | 0.5385 | 1.3225 | 1.1500 |
126
+ | No log | 4.6875 | 150 | 1.1365 | 0.5946 | 1.1365 | 1.0661 |
127
+ | No log | 4.75 | 152 | 1.1447 | 0.6 | 1.1447 | 1.0699 |
128
+ | No log | 4.8125 | 154 | 1.1803 | 0.6093 | 1.1803 | 1.0864 |
129
+ | No log | 4.875 | 156 | 1.5133 | 0.4938 | 1.5133 | 1.2302 |
130
+ | No log | 4.9375 | 158 | 1.8054 | 0.4253 | 1.8054 | 1.3437 |
131
+ | No log | 5.0 | 160 | 1.9947 | 0.4468 | 1.9947 | 1.4123 |
132
+ | No log | 5.0625 | 162 | 1.9840 | 0.4398 | 1.9840 | 1.4085 |
133
+ | No log | 5.125 | 164 | 1.8932 | 0.4762 | 1.8932 | 1.3759 |
134
+ | No log | 5.1875 | 166 | 1.5051 | 0.4938 | 1.5051 | 1.2268 |
135
+ | No log | 5.25 | 168 | 1.2284 | 0.5621 | 1.2284 | 1.1083 |
136
+ | No log | 5.3125 | 170 | 1.0523 | 0.6099 | 1.0523 | 1.0258 |
137
+ | No log | 5.375 | 172 | 1.0422 | 0.5882 | 1.0422 | 1.0209 |
138
+ | No log | 5.4375 | 174 | 1.0829 | 0.5797 | 1.0829 | 1.0406 |
139
+ | No log | 5.5 | 176 | 1.3578 | 0.5556 | 1.3578 | 1.1652 |
140
+ | No log | 5.5625 | 178 | 1.9939 | 0.4821 | 1.9939 | 1.4121 |
141
+ | No log | 5.625 | 180 | 2.3717 | 0.4444 | 2.3717 | 1.5400 |
142
+ | No log | 5.6875 | 182 | 2.2367 | 0.4532 | 2.2367 | 1.4955 |
143
+ | No log | 5.75 | 184 | 1.8170 | 0.5279 | 1.8170 | 1.3480 |
144
+ | No log | 5.8125 | 186 | 1.7643 | 0.5155 | 1.7643 | 1.3283 |
145
+ | No log | 5.875 | 188 | 1.8927 | 0.5178 | 1.8927 | 1.3757 |
146
+ | No log | 5.9375 | 190 | 1.8506 | 0.5128 | 1.8506 | 1.3604 |
147
+ | No log | 6.0 | 192 | 1.7222 | 0.5 | 1.7222 | 1.3123 |
148
+ | No log | 6.0625 | 194 | 1.5622 | 0.4971 | 1.5622 | 1.2499 |
149
+ | No log | 6.125 | 196 | 1.3707 | 0.5096 | 1.3707 | 1.1708 |
150
+ | No log | 6.1875 | 198 | 1.3126 | 0.4967 | 1.3126 | 1.1457 |
151
+ | No log | 6.25 | 200 | 1.2910 | 0.5065 | 1.2910 | 1.1362 |
152
+ | No log | 6.3125 | 202 | 1.2964 | 0.4837 | 1.2964 | 1.1386 |
153
+ | No log | 6.375 | 204 | 1.4051 | 0.4875 | 1.4051 | 1.1854 |
154
+ | No log | 6.4375 | 206 | 1.4443 | 0.4720 | 1.4443 | 1.2018 |
155
+ | No log | 6.5 | 208 | 1.4123 | 0.5060 | 1.4123 | 1.1884 |
156
+ | No log | 6.5625 | 210 | 1.2793 | 0.5409 | 1.2793 | 1.1311 |
157
+ | No log | 6.625 | 212 | 1.2920 | 0.5556 | 1.2920 | 1.1367 |
158
+ | No log | 6.6875 | 214 | 1.4725 | 0.5172 | 1.4725 | 1.2135 |
159
+ | No log | 6.75 | 216 | 1.3794 | 0.5517 | 1.3794 | 1.1745 |
160
+ | No log | 6.8125 | 218 | 1.2461 | 0.6190 | 1.2461 | 1.1163 |
161
+ | No log | 6.875 | 220 | 1.0863 | 0.5660 | 1.0863 | 1.0423 |
162
+ | No log | 6.9375 | 222 | 0.9495 | 0.6410 | 0.9495 | 0.9744 |
163
+ | No log | 7.0 | 224 | 0.9306 | 0.675 | 0.9306 | 0.9647 |
164
+ | No log | 7.0625 | 226 | 0.9601 | 0.6289 | 0.9601 | 0.9799 |
165
+ | No log | 7.125 | 228 | 1.1070 | 0.5904 | 1.1070 | 1.0521 |
166
+ | No log | 7.1875 | 230 | 1.3024 | 0.5922 | 1.3024 | 1.1412 |
167
+ | No log | 7.25 | 232 | 1.2849 | 0.6 | 1.2849 | 1.1335 |
168
+ | No log | 7.3125 | 234 | 1.2457 | 0.5824 | 1.2457 | 1.1161 |
169
+ | No log | 7.375 | 236 | 1.3648 | 0.5914 | 1.3648 | 1.1682 |
170
+ | No log | 7.4375 | 238 | 1.1920 | 0.5890 | 1.1920 | 1.0918 |
171
+ | No log | 7.5 | 240 | 1.1083 | 0.5806 | 1.1083 | 1.0527 |
172
+ | No log | 7.5625 | 242 | 1.1347 | 0.56 | 1.1347 | 1.0652 |
173
+ | No log | 7.625 | 244 | 1.0707 | 0.6087 | 1.0707 | 1.0348 |
174
+ | No log | 7.6875 | 246 | 0.9602 | 0.6176 | 0.9602 | 0.9799 |
175
+ | No log | 7.75 | 248 | 0.8862 | 0.6809 | 0.8862 | 0.9414 |
176
+ | No log | 7.8125 | 250 | 0.8730 | 0.7027 | 0.8730 | 0.9343 |
177
+ | No log | 7.875 | 252 | 0.9684 | 0.6582 | 0.9684 | 0.9841 |
178
+ | No log | 7.9375 | 254 | 1.0899 | 0.6552 | 1.0899 | 1.0440 |
179
+ | No log | 8.0 | 256 | 1.2261 | 0.5922 | 1.2261 | 1.1073 |
180
+ | No log | 8.0625 | 258 | 1.2149 | 0.6087 | 1.2149 | 1.1022 |
181
+ | No log | 8.125 | 260 | 1.2175 | 0.6054 | 1.2175 | 1.1034 |
182
+ | No log | 8.1875 | 262 | 1.3732 | 0.6042 | 1.3732 | 1.1718 |
183
+ | No log | 8.25 | 264 | 1.3535 | 0.6283 | 1.3535 | 1.1634 |
184
+ | No log | 8.3125 | 266 | 1.5487 | 0.5684 | 1.5487 | 1.2445 |
185
+ | No log | 8.375 | 268 | 1.6853 | 0.5436 | 1.6853 | 1.2982 |
186
+ | No log | 8.4375 | 270 | 1.7105 | 0.5389 | 1.7105 | 1.3078 |
187
+ | No log | 8.5 | 272 | 1.3727 | 0.6044 | 1.3727 | 1.1716 |
188
+ | No log | 8.5625 | 274 | 1.1338 | 0.5697 | 1.1338 | 1.0648 |
189
+ | No log | 8.625 | 276 | 1.1147 | 0.5976 | 1.1147 | 1.0558 |
190
+ | No log | 8.6875 | 278 | 1.2746 | 0.6180 | 1.2746 | 1.1290 |
191
+ | No log | 8.75 | 280 | 1.4455 | 0.5514 | 1.4455 | 1.2023 |
192
+ | No log | 8.8125 | 282 | 1.4280 | 0.5895 | 1.4280 | 1.1950 |
193
+ | No log | 8.875 | 284 | 1.2703 | 0.6011 | 1.2703 | 1.1271 |
194
+ | No log | 8.9375 | 286 | 1.0751 | 0.6316 | 1.0751 | 1.0368 |
195
+ | No log | 9.0 | 288 | 1.0102 | 0.6667 | 1.0102 | 1.0051 |
196
+ | No log | 9.0625 | 290 | 1.0715 | 0.6316 | 1.0715 | 1.0351 |
197
+ | No log | 9.125 | 292 | 1.0947 | 0.6118 | 1.0947 | 1.0463 |
198
+ | No log | 9.1875 | 294 | 0.9577 | 0.6456 | 0.9577 | 0.9786 |
199
+ | No log | 9.25 | 296 | 0.9206 | 0.6759 | 0.9206 | 0.9595 |
200
+ | No log | 9.3125 | 298 | 0.8681 | 0.7083 | 0.8681 | 0.9317 |
201
+ | No log | 9.375 | 300 | 0.9160 | 0.6849 | 0.9160 | 0.9571 |
202
+ | No log | 9.4375 | 302 | 1.1056 | 0.6386 | 1.1056 | 1.0515 |
203
+ | No log | 9.5 | 304 | 1.4446 | 0.5667 | 1.4446 | 1.2019 |
204
+ | No log | 9.5625 | 306 | 1.6241 | 0.5579 | 1.6241 | 1.2744 |
205
+ | No log | 9.625 | 308 | 1.5094 | 0.5654 | 1.5094 | 1.2286 |
206
+ | No log | 9.6875 | 310 | 1.2048 | 0.625 | 1.2048 | 1.0976 |
207
+ | No log | 9.75 | 312 | 1.0138 | 0.6860 | 1.0138 | 1.0069 |
208
+ | No log | 9.8125 | 314 | 0.8024 | 0.6923 | 0.8024 | 0.8958 |
209
+ | No log | 9.875 | 316 | 0.7944 | 0.6923 | 0.7944 | 0.8913 |
210
+ | No log | 9.9375 | 318 | 0.7985 | 0.6923 | 0.7985 | 0.8936 |
211
+ | No log | 10.0 | 320 | 0.8656 | 0.6623 | 0.8656 | 0.9304 |
212
+ | No log | 10.0625 | 322 | 1.0407 | 0.6584 | 1.0407 | 1.0201 |
213
+ | No log | 10.125 | 324 | 1.1891 | 0.5965 | 1.1891 | 1.0904 |
214
+ | No log | 10.1875 | 326 | 1.1931 | 0.6154 | 1.1931 | 1.0923 |
215
+ | No log | 10.25 | 328 | 1.0873 | 0.6867 | 1.0873 | 1.0427 |
216
+ | No log | 10.3125 | 330 | 0.9811 | 0.675 | 0.9811 | 0.9905 |
217
+ | No log | 10.375 | 332 | 0.9173 | 0.6710 | 0.9173 | 0.9578 |
218
+ | No log | 10.4375 | 334 | 0.9822 | 0.6708 | 0.9822 | 0.9911 |
219
+ | No log | 10.5 | 336 | 1.2140 | 0.6145 | 1.2140 | 1.1018 |
220
+ | No log | 10.5625 | 338 | 1.3784 | 0.6228 | 1.3784 | 1.1740 |
221
+ | No log | 10.625 | 340 | 1.6127 | 0.5455 | 1.6127 | 1.2699 |
222
+ | No log | 10.6875 | 342 | 1.6349 | 0.5587 | 1.6349 | 1.2786 |
223
+ | No log | 10.75 | 344 | 1.4327 | 0.5763 | 1.4327 | 1.1969 |
224
+ | No log | 10.8125 | 346 | 1.4761 | 0.5475 | 1.4761 | 1.2150 |
225
+ | No log | 10.875 | 348 | 1.7514 | 0.4839 | 1.7514 | 1.3234 |
226
+ | No log | 10.9375 | 350 | 1.9977 | 0.4734 | 1.9977 | 1.4134 |
227
+ | No log | 11.0 | 352 | 2.2249 | 0.4528 | 2.2249 | 1.4916 |
228
+ | No log | 11.0625 | 354 | 2.1630 | 0.4528 | 2.1630 | 1.4707 |
229
+ | No log | 11.125 | 356 | 2.1369 | 0.4645 | 2.1369 | 1.4618 |
230
+ | No log | 11.1875 | 358 | 1.8334 | 0.4878 | 1.8334 | 1.3540 |
231
+ | No log | 11.25 | 360 | 1.4212 | 0.5778 | 1.4212 | 1.1921 |
232
+ | No log | 11.3125 | 362 | 1.1268 | 0.6329 | 1.1268 | 1.0615 |
233
+ | No log | 11.375 | 364 | 1.0538 | 0.6275 | 1.0538 | 1.0265 |
234
+ | No log | 11.4375 | 366 | 1.1352 | 0.6275 | 1.1352 | 1.0655 |
235
+ | No log | 11.5 | 368 | 1.3748 | 0.5488 | 1.3748 | 1.1725 |
236
+ | No log | 11.5625 | 370 | 1.8425 | 0.4762 | 1.8425 | 1.3574 |
237
+ | No log | 11.625 | 372 | 2.2207 | 0.4369 | 2.2207 | 1.4902 |
238
+ | No log | 11.6875 | 374 | 2.2809 | 0.4444 | 2.2809 | 1.5103 |
239
+ | No log | 11.75 | 376 | 2.1463 | 0.4400 | 2.1463 | 1.4650 |
240
+ | No log | 11.8125 | 378 | 1.7408 | 0.4114 | 1.7408 | 1.3194 |
241
+ | No log | 11.875 | 380 | 1.3710 | 0.5342 | 1.3710 | 1.1709 |
242
+ | No log | 11.9375 | 382 | 1.1464 | 0.6143 | 1.1464 | 1.0707 |
243
+ | No log | 12.0 | 384 | 1.0739 | 0.6331 | 1.0739 | 1.0363 |
244
+ | No log | 12.0625 | 386 | 1.1036 | 0.6383 | 1.1036 | 1.0505 |
245
+ | No log | 12.125 | 388 | 1.2407 | 0.5732 | 1.2407 | 1.1139 |
246
+ | No log | 12.1875 | 390 | 1.4095 | 0.5238 | 1.4095 | 1.1872 |
247
+ | No log | 12.25 | 392 | 1.5104 | 0.4734 | 1.5104 | 1.2290 |
248
+ | No log | 12.3125 | 394 | 1.3780 | 0.5063 | 1.3780 | 1.1739 |
249
+ | No log | 12.375 | 396 | 1.1204 | 0.6241 | 1.1204 | 1.0585 |
250
+ | No log | 12.4375 | 398 | 0.9742 | 0.6759 | 0.9742 | 0.9870 |
251
+ | No log | 12.5 | 400 | 0.8998 | 0.6939 | 0.8998 | 0.9486 |
252
+ | No log | 12.5625 | 402 | 0.8880 | 0.6887 | 0.8880 | 0.9423 |
253
+ | No log | 12.625 | 404 | 0.9015 | 0.6933 | 0.9015 | 0.9495 |
254
+ | No log | 12.6875 | 406 | 1.0008 | 0.6711 | 1.0008 | 1.0004 |
255
+ | No log | 12.75 | 408 | 1.1956 | 0.6471 | 1.1956 | 1.0935 |
256
+ | No log | 12.8125 | 410 | 1.3244 | 0.6298 | 1.3244 | 1.1508 |
257
+ | No log | 12.875 | 412 | 1.4319 | 0.6203 | 1.4319 | 1.1966 |
258
+ | No log | 12.9375 | 414 | 1.4036 | 0.6162 | 1.4036 | 1.1847 |
259
+ | No log | 13.0 | 416 | 1.2331 | 0.6592 | 1.2331 | 1.1105 |
260
+ | No log | 13.0625 | 418 | 1.0741 | 0.6375 | 1.0741 | 1.0364 |
261
+ | No log | 13.125 | 420 | 0.9340 | 0.6316 | 0.9340 | 0.9664 |
262
+ | No log | 13.1875 | 422 | 0.8996 | 0.6316 | 0.8996 | 0.9484 |
263
+ | No log | 13.25 | 424 | 0.9358 | 0.5867 | 0.9358 | 0.9673 |
264
+ | No log | 13.3125 | 426 | 1.0531 | 0.5405 | 1.0531 | 1.0262 |
265
+ | No log | 13.375 | 428 | 1.1919 | 0.6087 | 1.1919 | 1.0917 |
266
+ | No log | 13.4375 | 430 | 1.2217 | 0.6303 | 1.2217 | 1.1053 |
267
+ | No log | 13.5 | 432 | 1.1593 | 0.6587 | 1.1593 | 1.0767 |
268
+ | No log | 13.5625 | 434 | 1.1340 | 0.6590 | 1.1340 | 1.0649 |
269
+ | No log | 13.625 | 436 | 1.0049 | 0.6667 | 1.0049 | 1.0024 |
270
+ | No log | 13.6875 | 438 | 0.9315 | 0.6626 | 0.9315 | 0.9651 |
271
+ | No log | 13.75 | 440 | 0.9824 | 0.6667 | 0.9824 | 0.9911 |
272
+ | No log | 13.8125 | 442 | 0.9740 | 0.6667 | 0.9740 | 0.9869 |
273
+ | No log | 13.875 | 444 | 1.0357 | 0.6543 | 1.0357 | 1.0177 |
274
+ | No log | 13.9375 | 446 | 1.1952 | 0.6286 | 1.1952 | 1.0932 |
275
+ | No log | 14.0 | 448 | 1.4234 | 0.6257 | 1.4234 | 1.1931 |
276
+ | No log | 14.0625 | 450 | 1.5171 | 0.6277 | 1.5171 | 1.2317 |
277
+ | No log | 14.125 | 452 | 1.4762 | 0.6257 | 1.4762 | 1.2150 |
278
+ | No log | 14.1875 | 454 | 1.2904 | 0.6328 | 1.2904 | 1.1360 |
279
+ | No log | 14.25 | 456 | 1.2076 | 0.6404 | 1.2076 | 1.0989 |
280
+ | No log | 14.3125 | 458 | 1.0554 | 0.6864 | 1.0554 | 1.0273 |
281
+ | No log | 14.375 | 460 | 1.0405 | 0.6864 | 1.0405 | 1.0200 |
282
+ | No log | 14.4375 | 462 | 1.0273 | 0.6826 | 1.0273 | 1.0136 |
283
+ | No log | 14.5 | 464 | 1.0855 | 0.6471 | 1.0855 | 1.0419 |
284
+ | No log | 14.5625 | 466 | 1.1683 | 0.6199 | 1.1683 | 1.0809 |
285
+ | No log | 14.625 | 468 | 1.1835 | 0.6286 | 1.1835 | 1.0879 |
286
+ | No log | 14.6875 | 470 | 1.1183 | 0.6286 | 1.1183 | 1.0575 |
287
+ | No log | 14.75 | 472 | 1.0282 | 0.6310 | 1.0282 | 1.0140 |
288
+ | No log | 14.8125 | 474 | 0.9517 | 0.6545 | 0.9517 | 0.9756 |
289
+ | No log | 14.875 | 476 | 0.8788 | 0.6826 | 0.8788 | 0.9374 |
290
+ | No log | 14.9375 | 478 | 0.7674 | 0.7389 | 0.7674 | 0.8760 |
291
+ | No log | 15.0 | 480 | 0.7146 | 0.7564 | 0.7146 | 0.8454 |
292
+ | No log | 15.0625 | 482 | 0.7029 | 0.7692 | 0.7029 | 0.8384 |
293
+ | No log | 15.125 | 484 | 0.7051 | 0.7692 | 0.7051 | 0.8397 |
294
+ | No log | 15.1875 | 486 | 0.7088 | 0.7692 | 0.7088 | 0.8419 |
295
+ | No log | 15.25 | 488 | 0.7459 | 0.7468 | 0.7459 | 0.8636 |
296
+ | No log | 15.3125 | 490 | 0.8704 | 0.6988 | 0.8704 | 0.9330 |
297
+ | No log | 15.375 | 492 | 1.0939 | 0.6592 | 1.0939 | 1.0459 |
298
+ | No log | 15.4375 | 494 | 1.3429 | 0.6114 | 1.3429 | 1.1588 |
299
+ | No log | 15.5 | 496 | 1.4033 | 0.6122 | 1.4033 | 1.1846 |
300
+ | No log | 15.5625 | 498 | 1.3533 | 0.6256 | 1.3533 | 1.1633 |
301
+ | 0.463 | 15.625 | 500 | 1.1565 | 0.6702 | 1.1565 | 1.0754 |
302
+ | 0.463 | 15.6875 | 502 | 0.9035 | 0.7093 | 0.9035 | 0.9505 |
303
+ | 0.463 | 15.75 | 504 | 0.7642 | 0.7179 | 0.7642 | 0.8742 |
304
+ | 0.463 | 15.8125 | 506 | 0.7328 | 0.7333 | 0.7328 | 0.8561 |
305
+ | 0.463 | 15.875 | 508 | 0.7288 | 0.7619 | 0.7288 | 0.8537 |
306
+ | 0.463 | 15.9375 | 510 | 0.7492 | 0.7413 | 0.7492 | 0.8656 |
307
+ | 0.463 | 16.0 | 512 | 0.8078 | 0.6755 | 0.8078 | 0.8988 |
308
+ | 0.463 | 16.0625 | 514 | 0.8845 | 0.6133 | 0.8845 | 0.9405 |
309
+ | 0.463 | 16.125 | 516 | 0.9767 | 0.6405 | 0.9767 | 0.9883 |
310
+ | 0.463 | 16.1875 | 518 | 1.0463 | 0.6144 | 1.0463 | 1.0229 |
311
+ | 0.463 | 16.25 | 520 | 1.0063 | 0.6053 | 1.0063 | 1.0031 |
312
+ | 0.463 | 16.3125 | 522 | 0.9704 | 0.6494 | 0.9704 | 0.9851 |
313
 
314
 
315
  ### Framework versions