Training in progress, step 300
Browse files- README.md +315 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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- generated_from_trainer
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| 6 |
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model-index:
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| 7 |
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- name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task5_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 12 |
+
should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task5_organization
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| 15 |
+
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| 16 |
+
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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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
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- Loss: 1.3526
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| 19 |
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- Qwk: 0.2075
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| 20 |
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- Mse: 1.3526
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- Rmse: 1.1630
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| 22 |
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## Model description
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| 25 |
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More information needed
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| 26 |
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## Intended uses & limitations
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| 28 |
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| 29 |
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More information needed
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## Training and evaluation data
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| 32 |
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| 33 |
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More information needed
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## Training procedure
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| 37 |
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 100
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| 47 |
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### Training results
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| 49 |
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| 50 |
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0417 | 2 | 3.9490 | 0.0070 | 3.9490 | 1.9872 |
|
| 53 |
+
| No log | 0.0833 | 4 | 2.2582 | 0.0868 | 2.2582 | 1.5027 |
|
| 54 |
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| No log | 0.125 | 6 | 1.8695 | 0.0429 | 1.8695 | 1.3673 |
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| 55 |
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| No log | 0.1667 | 8 | 1.9632 | 0.1105 | 1.9632 | 1.4012 |
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| 56 |
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| No log | 0.2083 | 10 | 1.2313 | 0.0380 | 1.2313 | 1.1096 |
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| 57 |
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| No log | 0.25 | 12 | 1.1038 | 0.2416 | 1.1038 | 1.0506 |
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| 58 |
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| No log | 0.2917 | 14 | 1.0947 | 0.0513 | 1.0947 | 1.0463 |
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| 59 |
+
| No log | 0.3333 | 16 | 1.1337 | 0.1101 | 1.1337 | 1.0647 |
|
| 60 |
+
| No log | 0.375 | 18 | 1.1972 | 0.1482 | 1.1972 | 1.0942 |
|
| 61 |
+
| No log | 0.4167 | 20 | 1.2059 | 0.1119 | 1.2059 | 1.0982 |
|
| 62 |
+
| No log | 0.4583 | 22 | 1.1303 | 0.1408 | 1.1303 | 1.0632 |
|
| 63 |
+
| No log | 0.5 | 24 | 1.1634 | 0.0636 | 1.1634 | 1.0786 |
|
| 64 |
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| No log | 0.5417 | 26 | 1.2656 | 0.0833 | 1.2656 | 1.1250 |
|
| 65 |
+
| No log | 0.5833 | 28 | 1.2853 | 0.0445 | 1.2853 | 1.1337 |
|
| 66 |
+
| No log | 0.625 | 30 | 1.1011 | 0.0824 | 1.1011 | 1.0493 |
|
| 67 |
+
| No log | 0.6667 | 32 | 1.0461 | 0.1891 | 1.0461 | 1.0228 |
|
| 68 |
+
| No log | 0.7083 | 34 | 1.0293 | 0.3037 | 1.0293 | 1.0146 |
|
| 69 |
+
| No log | 0.75 | 36 | 1.0284 | 0.3645 | 1.0284 | 1.0141 |
|
| 70 |
+
| No log | 0.7917 | 38 | 1.0520 | 0.2465 | 1.0520 | 1.0257 |
|
| 71 |
+
| No log | 0.8333 | 40 | 1.0528 | 0.3104 | 1.0528 | 1.0261 |
|
| 72 |
+
| No log | 0.875 | 42 | 1.1237 | 0.1725 | 1.1237 | 1.0600 |
|
| 73 |
+
| No log | 0.9167 | 44 | 1.3334 | -0.0870 | 1.3334 | 1.1547 |
|
| 74 |
+
| No log | 0.9583 | 46 | 1.3683 | -0.1174 | 1.3683 | 1.1697 |
|
| 75 |
+
| No log | 1.0 | 48 | 1.3355 | -0.0753 | 1.3355 | 1.1556 |
|
| 76 |
+
| No log | 1.0417 | 50 | 1.4687 | 0.0246 | 1.4687 | 1.2119 |
|
| 77 |
+
| No log | 1.0833 | 52 | 1.9367 | -0.1020 | 1.9367 | 1.3917 |
|
| 78 |
+
| No log | 1.125 | 54 | 2.0907 | -0.1605 | 2.0907 | 1.4459 |
|
| 79 |
+
| No log | 1.1667 | 56 | 1.7538 | -0.0048 | 1.7538 | 1.3243 |
|
| 80 |
+
| No log | 1.2083 | 58 | 1.5461 | 0.2035 | 1.5461 | 1.2434 |
|
| 81 |
+
| No log | 1.25 | 60 | 1.3725 | 0.2537 | 1.3725 | 1.1715 |
|
| 82 |
+
| No log | 1.2917 | 62 | 1.2395 | 0.3391 | 1.2395 | 1.1133 |
|
| 83 |
+
| No log | 1.3333 | 64 | 1.1379 | 0.3043 | 1.1379 | 1.0667 |
|
| 84 |
+
| No log | 1.375 | 66 | 1.3067 | 0.3056 | 1.3067 | 1.1431 |
|
| 85 |
+
| No log | 1.4167 | 68 | 1.5203 | 0.1663 | 1.5203 | 1.2330 |
|
| 86 |
+
| No log | 1.4583 | 70 | 1.5465 | 0.1193 | 1.5465 | 1.2436 |
|
| 87 |
+
| No log | 1.5 | 72 | 1.4394 | 0.1197 | 1.4394 | 1.1997 |
|
| 88 |
+
| No log | 1.5417 | 74 | 1.2798 | 0.2137 | 1.2798 | 1.1313 |
|
| 89 |
+
| No log | 1.5833 | 76 | 1.4591 | 0.1619 | 1.4591 | 1.2080 |
|
| 90 |
+
| No log | 1.625 | 78 | 1.4845 | 0.1648 | 1.4845 | 1.2184 |
|
| 91 |
+
| No log | 1.6667 | 80 | 1.2810 | 0.2831 | 1.2810 | 1.1318 |
|
| 92 |
+
| No log | 1.7083 | 82 | 1.1935 | 0.3352 | 1.1935 | 1.0925 |
|
| 93 |
+
| No log | 1.75 | 84 | 1.3142 | 0.2857 | 1.3142 | 1.1464 |
|
| 94 |
+
| No log | 1.7917 | 86 | 1.7798 | 0.0643 | 1.7798 | 1.3341 |
|
| 95 |
+
| No log | 1.8333 | 88 | 1.8940 | 0.0669 | 1.8940 | 1.3762 |
|
| 96 |
+
| No log | 1.875 | 90 | 1.6894 | 0.0969 | 1.6894 | 1.2998 |
|
| 97 |
+
| No log | 1.9167 | 92 | 1.5020 | 0.1197 | 1.5020 | 1.2255 |
|
| 98 |
+
| No log | 1.9583 | 94 | 1.3514 | 0.0741 | 1.3514 | 1.1625 |
|
| 99 |
+
| No log | 2.0 | 96 | 1.2874 | 0.0811 | 1.2874 | 1.1346 |
|
| 100 |
+
| No log | 2.0417 | 98 | 1.4565 | 0.1202 | 1.4565 | 1.2069 |
|
| 101 |
+
| No log | 2.0833 | 100 | 1.5882 | 0.0613 | 1.5882 | 1.2603 |
|
| 102 |
+
| No log | 2.125 | 102 | 1.5904 | -0.1157 | 1.5904 | 1.2611 |
|
| 103 |
+
| No log | 2.1667 | 104 | 1.4435 | -0.0091 | 1.4435 | 1.2014 |
|
| 104 |
+
| No log | 2.2083 | 106 | 1.2678 | 0.1379 | 1.2678 | 1.1260 |
|
| 105 |
+
| No log | 2.25 | 108 | 1.2971 | 0.1863 | 1.2971 | 1.1389 |
|
| 106 |
+
| No log | 2.2917 | 110 | 1.6372 | 0.1465 | 1.6372 | 1.2795 |
|
| 107 |
+
| No log | 2.3333 | 112 | 1.7658 | 0.1328 | 1.7658 | 1.3288 |
|
| 108 |
+
| No log | 2.375 | 114 | 1.6924 | 0.1350 | 1.6924 | 1.3009 |
|
| 109 |
+
| No log | 2.4167 | 116 | 1.6313 | 0.1812 | 1.6313 | 1.2772 |
|
| 110 |
+
| No log | 2.4583 | 118 | 1.3783 | 0.2563 | 1.3783 | 1.1740 |
|
| 111 |
+
| No log | 2.5 | 120 | 1.4123 | 0.2389 | 1.4123 | 1.1884 |
|
| 112 |
+
| No log | 2.5417 | 122 | 1.5716 | 0.0922 | 1.5716 | 1.2536 |
|
| 113 |
+
| No log | 2.5833 | 124 | 1.5728 | 0.0922 | 1.5728 | 1.2541 |
|
| 114 |
+
| No log | 2.625 | 126 | 1.5162 | 0.1081 | 1.5162 | 1.2313 |
|
| 115 |
+
| No log | 2.6667 | 128 | 1.4679 | 0.1473 | 1.4679 | 1.2116 |
|
| 116 |
+
| No log | 2.7083 | 130 | 1.3442 | 0.0833 | 1.3442 | 1.1594 |
|
| 117 |
+
| No log | 2.75 | 132 | 1.2547 | 0.1230 | 1.2547 | 1.1201 |
|
| 118 |
+
| No log | 2.7917 | 134 | 1.1556 | 0.1230 | 1.1556 | 1.0750 |
|
| 119 |
+
| No log | 2.8333 | 136 | 1.2266 | 0.2089 | 1.2266 | 1.1075 |
|
| 120 |
+
| No log | 2.875 | 138 | 1.5127 | 0.2070 | 1.5127 | 1.2299 |
|
| 121 |
+
| No log | 2.9167 | 140 | 1.9363 | 0.0957 | 1.9363 | 1.3915 |
|
| 122 |
+
| No log | 2.9583 | 142 | 1.9538 | 0.0694 | 1.9538 | 1.3978 |
|
| 123 |
+
| No log | 3.0 | 144 | 1.6854 | 0.1268 | 1.6854 | 1.2982 |
|
| 124 |
+
| No log | 3.0417 | 146 | 1.3298 | 0.2098 | 1.3298 | 1.1532 |
|
| 125 |
+
| No log | 3.0833 | 148 | 1.3280 | 0.2251 | 1.3280 | 1.1524 |
|
| 126 |
+
| No log | 3.125 | 150 | 1.3598 | 0.2389 | 1.3598 | 1.1661 |
|
| 127 |
+
| No log | 3.1667 | 152 | 1.3938 | 0.1727 | 1.3938 | 1.1806 |
|
| 128 |
+
| No log | 3.2083 | 154 | 1.4641 | 0.1904 | 1.4641 | 1.2100 |
|
| 129 |
+
| No log | 3.25 | 156 | 1.5983 | 0.0340 | 1.5983 | 1.2643 |
|
| 130 |
+
| No log | 3.2917 | 158 | 1.5864 | 0.1058 | 1.5864 | 1.2595 |
|
| 131 |
+
| No log | 3.3333 | 160 | 1.4966 | 0.1024 | 1.4966 | 1.2234 |
|
| 132 |
+
| No log | 3.375 | 162 | 1.3433 | 0.0661 | 1.3433 | 1.1590 |
|
| 133 |
+
| No log | 3.4167 | 164 | 1.2243 | 0.0811 | 1.2243 | 1.1065 |
|
| 134 |
+
| No log | 3.4583 | 166 | 1.2058 | 0.1512 | 1.2058 | 1.0981 |
|
| 135 |
+
| No log | 3.5 | 168 | 1.3614 | 0.2084 | 1.3614 | 1.1668 |
|
| 136 |
+
| No log | 3.5417 | 170 | 1.4746 | 0.2465 | 1.4746 | 1.2143 |
|
| 137 |
+
| No log | 3.5833 | 172 | 1.3079 | 0.1966 | 1.3079 | 1.1436 |
|
| 138 |
+
| No log | 3.625 | 174 | 1.2152 | 0.1255 | 1.2152 | 1.1024 |
|
| 139 |
+
| No log | 3.6667 | 176 | 1.2006 | 0.1255 | 1.2006 | 1.0957 |
|
| 140 |
+
| No log | 3.7083 | 178 | 1.1936 | 0.1512 | 1.1936 | 1.0925 |
|
| 141 |
+
| No log | 3.75 | 180 | 1.1997 | 0.0811 | 1.1997 | 1.0953 |
|
| 142 |
+
| No log | 3.7917 | 182 | 1.0724 | -0.0091 | 1.0724 | 1.0356 |
|
| 143 |
+
| No log | 3.8333 | 184 | 1.0666 | -0.0091 | 1.0666 | 1.0328 |
|
| 144 |
+
| No log | 3.875 | 186 | 1.1966 | 0.0661 | 1.1966 | 1.0939 |
|
| 145 |
+
| No log | 3.9167 | 188 | 1.3019 | 0.1052 | 1.3019 | 1.1410 |
|
| 146 |
+
| No log | 3.9583 | 190 | 1.2260 | 0.1370 | 1.2260 | 1.1073 |
|
| 147 |
+
| No log | 4.0 | 192 | 1.1551 | 0.1654 | 1.1551 | 1.0748 |
|
| 148 |
+
| No log | 4.0417 | 194 | 1.2598 | 0.2155 | 1.2598 | 1.1224 |
|
| 149 |
+
| No log | 4.0833 | 196 | 1.3788 | 0.2311 | 1.3788 | 1.1742 |
|
| 150 |
+
| No log | 4.125 | 198 | 1.4238 | 0.2574 | 1.4238 | 1.1932 |
|
| 151 |
+
| No log | 4.1667 | 200 | 1.6973 | 0.2441 | 1.6973 | 1.3028 |
|
| 152 |
+
| No log | 4.2083 | 202 | 1.6565 | 0.2359 | 1.6565 | 1.2871 |
|
| 153 |
+
| No log | 4.25 | 204 | 1.3466 | 0.2015 | 1.3466 | 1.1604 |
|
| 154 |
+
| No log | 4.2917 | 206 | 1.0643 | 0.1259 | 1.0643 | 1.0317 |
|
| 155 |
+
| No log | 4.3333 | 208 | 1.0310 | 0.2175 | 1.0310 | 1.0154 |
|
| 156 |
+
| No log | 4.375 | 210 | 1.1545 | 0.1976 | 1.1545 | 1.0745 |
|
| 157 |
+
| No log | 4.4167 | 212 | 1.2333 | 0.2389 | 1.2333 | 1.1105 |
|
| 158 |
+
| No log | 4.4583 | 214 | 1.3347 | 0.2531 | 1.3347 | 1.1553 |
|
| 159 |
+
| No log | 4.5 | 216 | 1.4564 | 0.2187 | 1.4564 | 1.2068 |
|
| 160 |
+
| No log | 4.5417 | 218 | 1.3395 | 0.1835 | 1.3395 | 1.1574 |
|
| 161 |
+
| No log | 4.5833 | 220 | 1.1751 | 0.2661 | 1.1751 | 1.0840 |
|
| 162 |
+
| No log | 4.625 | 222 | 1.1790 | 0.2661 | 1.1790 | 1.0858 |
|
| 163 |
+
| No log | 4.6667 | 224 | 1.3172 | 0.1835 | 1.3172 | 1.1477 |
|
| 164 |
+
| No log | 4.7083 | 226 | 1.4496 | 0.2132 | 1.4496 | 1.2040 |
|
| 165 |
+
| No log | 4.75 | 228 | 1.4251 | 0.2132 | 1.4251 | 1.1938 |
|
| 166 |
+
| No log | 4.7917 | 230 | 1.3093 | 0.2206 | 1.3093 | 1.1443 |
|
| 167 |
+
| No log | 4.8333 | 232 | 1.2664 | 0.1838 | 1.2664 | 1.1254 |
|
| 168 |
+
| No log | 4.875 | 234 | 1.2370 | 0.1170 | 1.2370 | 1.1122 |
|
| 169 |
+
| No log | 4.9167 | 236 | 1.2668 | 0.0661 | 1.2668 | 1.1255 |
|
| 170 |
+
| No log | 4.9583 | 238 | 1.2449 | 0.0278 | 1.2449 | 1.1157 |
|
| 171 |
+
| No log | 5.0 | 240 | 1.2966 | 0.0661 | 1.2966 | 1.1387 |
|
| 172 |
+
| No log | 5.0417 | 242 | 1.3955 | 0.2015 | 1.3955 | 1.1813 |
|
| 173 |
+
| No log | 5.0833 | 244 | 1.5763 | 0.2465 | 1.5763 | 1.2555 |
|
| 174 |
+
| No log | 5.125 | 246 | 1.5491 | 0.1914 | 1.5491 | 1.2446 |
|
| 175 |
+
| No log | 5.1667 | 248 | 1.4998 | 0.1854 | 1.4998 | 1.2247 |
|
| 176 |
+
| No log | 5.2083 | 250 | 1.5059 | 0.1850 | 1.5059 | 1.2272 |
|
| 177 |
+
| No log | 5.25 | 252 | 1.5196 | 0.1850 | 1.5196 | 1.2327 |
|
| 178 |
+
| No log | 5.2917 | 254 | 1.4170 | 0.1958 | 1.4170 | 1.1904 |
|
| 179 |
+
| No log | 5.3333 | 256 | 1.2929 | 0.2283 | 1.2929 | 1.1371 |
|
| 180 |
+
| No log | 5.375 | 258 | 1.3149 | 0.2337 | 1.3149 | 1.1467 |
|
| 181 |
+
| No log | 5.4167 | 260 | 1.4297 | 0.2631 | 1.4297 | 1.1957 |
|
| 182 |
+
| No log | 5.4583 | 262 | 1.5825 | 0.2555 | 1.5825 | 1.2580 |
|
| 183 |
+
| No log | 5.5 | 264 | 1.4824 | 0.2411 | 1.4824 | 1.2175 |
|
| 184 |
+
| No log | 5.5417 | 266 | 1.2488 | 0.2155 | 1.2488 | 1.1175 |
|
| 185 |
+
| No log | 5.5833 | 268 | 1.1123 | 0.2364 | 1.1123 | 1.0547 |
|
| 186 |
+
| No log | 5.625 | 270 | 1.1138 | 0.1654 | 1.1138 | 1.0554 |
|
| 187 |
+
| No log | 5.6667 | 272 | 1.2131 | 0.1654 | 1.2131 | 1.1014 |
|
| 188 |
+
| No log | 5.7083 | 274 | 1.3222 | 0.1838 | 1.3222 | 1.1499 |
|
| 189 |
+
| No log | 5.75 | 276 | 1.4455 | 0.2457 | 1.4455 | 1.2023 |
|
| 190 |
+
| No log | 5.7917 | 278 | 1.4797 | 0.2079 | 1.4797 | 1.2164 |
|
| 191 |
+
| No log | 5.8333 | 280 | 1.4048 | 0.2138 | 1.4048 | 1.1853 |
|
| 192 |
+
| No log | 5.875 | 282 | 1.3646 | 0.2531 | 1.3646 | 1.1681 |
|
| 193 |
+
| No log | 5.9167 | 284 | 1.3590 | 0.2906 | 1.3590 | 1.1658 |
|
| 194 |
+
| No log | 5.9583 | 286 | 1.4344 | 0.2695 | 1.4344 | 1.1977 |
|
| 195 |
+
| No log | 6.0 | 288 | 1.5168 | 0.2661 | 1.5168 | 1.2316 |
|
| 196 |
+
| No log | 6.0417 | 290 | 1.4644 | 0.2178 | 1.4644 | 1.2101 |
|
| 197 |
+
| No log | 6.0833 | 292 | 1.2863 | 0.2261 | 1.2863 | 1.1341 |
|
| 198 |
+
| No log | 6.125 | 294 | 1.2720 | 0.2261 | 1.2720 | 1.1278 |
|
| 199 |
+
| No log | 6.1667 | 296 | 1.3331 | 0.2138 | 1.3331 | 1.1546 |
|
| 200 |
+
| No log | 6.2083 | 298 | 1.3477 | 0.2138 | 1.3477 | 1.1609 |
|
| 201 |
+
| No log | 6.25 | 300 | 1.2852 | 0.2206 | 1.2852 | 1.1337 |
|
| 202 |
+
| No log | 6.2917 | 302 | 1.2714 | 0.1512 | 1.2714 | 1.1276 |
|
| 203 |
+
| No log | 6.3333 | 304 | 1.3535 | 0.1587 | 1.3535 | 1.1634 |
|
| 204 |
+
| No log | 6.375 | 306 | 1.3751 | 0.2206 | 1.3751 | 1.1727 |
|
| 205 |
+
| No log | 6.4167 | 308 | 1.3094 | 0.2337 | 1.3094 | 1.1443 |
|
| 206 |
+
| No log | 6.4583 | 310 | 1.2942 | 0.2038 | 1.2942 | 1.1376 |
|
| 207 |
+
| No log | 6.5 | 312 | 1.2379 | 0.2051 | 1.2379 | 1.1126 |
|
| 208 |
+
| No log | 6.5417 | 314 | 1.1873 | 0.0994 | 1.1873 | 1.0896 |
|
| 209 |
+
| No log | 6.5833 | 316 | 1.2291 | 0.1845 | 1.2291 | 1.1087 |
|
| 210 |
+
| No log | 6.625 | 318 | 1.2309 | 0.2192 | 1.2309 | 1.1095 |
|
| 211 |
+
| No log | 6.6667 | 320 | 1.2595 | 0.2661 | 1.2595 | 1.1223 |
|
| 212 |
+
| No log | 6.7083 | 322 | 1.3165 | 0.1769 | 1.3165 | 1.1474 |
|
| 213 |
+
| No log | 6.75 | 324 | 1.2392 | 0.2051 | 1.2392 | 1.1132 |
|
| 214 |
+
| No log | 6.7917 | 326 | 1.2023 | 0.2250 | 1.2023 | 1.0965 |
|
| 215 |
+
| No log | 6.8333 | 328 | 1.3032 | 0.2661 | 1.3032 | 1.1416 |
|
| 216 |
+
| No log | 6.875 | 330 | 1.5161 | 0.2417 | 1.5161 | 1.2313 |
|
| 217 |
+
| No log | 6.9167 | 332 | 1.7599 | 0.2315 | 1.7599 | 1.3266 |
|
| 218 |
+
| No log | 6.9583 | 334 | 1.7634 | 0.2606 | 1.7634 | 1.3279 |
|
| 219 |
+
| No log | 7.0 | 336 | 1.5204 | 0.1769 | 1.5204 | 1.2330 |
|
| 220 |
+
| No log | 7.0417 | 338 | 1.3375 | 0.0661 | 1.3375 | 1.1565 |
|
| 221 |
+
| No log | 7.0833 | 340 | 1.2765 | 0.0661 | 1.2765 | 1.1298 |
|
| 222 |
+
| No log | 7.125 | 342 | 1.3614 | 0.1370 | 1.3614 | 1.1668 |
|
| 223 |
+
| No log | 7.1667 | 344 | 1.5552 | 0.2132 | 1.5552 | 1.2471 |
|
| 224 |
+
| No log | 7.2083 | 346 | 1.7411 | 0.2694 | 1.7411 | 1.3195 |
|
| 225 |
+
| No log | 7.25 | 348 | 1.7977 | 0.2406 | 1.7977 | 1.3408 |
|
| 226 |
+
| No log | 7.2917 | 350 | 1.6465 | 0.2437 | 1.6465 | 1.2832 |
|
| 227 |
+
| No log | 7.3333 | 352 | 1.4880 | 0.2372 | 1.4880 | 1.2198 |
|
| 228 |
+
| No log | 7.375 | 354 | 1.3772 | 0.1700 | 1.3772 | 1.1735 |
|
| 229 |
+
| No log | 7.4167 | 356 | 1.4054 | 0.2065 | 1.4054 | 1.1855 |
|
| 230 |
+
| No log | 7.4583 | 358 | 1.5452 | 0.2424 | 1.5452 | 1.2430 |
|
| 231 |
+
| No log | 7.5 | 360 | 1.6766 | 0.2522 | 1.6766 | 1.2948 |
|
| 232 |
+
| No log | 7.5417 | 362 | 1.7333 | 0.2184 | 1.7333 | 1.3166 |
|
| 233 |
+
| No log | 7.5833 | 364 | 1.6718 | 0.2184 | 1.6718 | 1.2930 |
|
| 234 |
+
| No log | 7.625 | 366 | 1.5750 | 0.1814 | 1.5750 | 1.2550 |
|
| 235 |
+
| No log | 7.6667 | 368 | 1.4340 | 0.0401 | 1.4340 | 1.1975 |
|
| 236 |
+
| No log | 7.7083 | 370 | 1.3178 | 0.0 | 1.3178 | 1.1479 |
|
| 237 |
+
| No log | 7.75 | 372 | 1.3357 | 0.0 | 1.3357 | 1.1557 |
|
| 238 |
+
| No log | 7.7917 | 374 | 1.4414 | 0.0401 | 1.4414 | 1.2006 |
|
| 239 |
+
| No log | 7.8333 | 376 | 1.5496 | 0.2015 | 1.5496 | 1.2448 |
|
| 240 |
+
| No log | 7.875 | 378 | 1.5941 | 0.2240 | 1.5941 | 1.2626 |
|
| 241 |
+
| No log | 7.9167 | 380 | 1.7450 | 0.2474 | 1.7450 | 1.3210 |
|
| 242 |
+
| No log | 7.9583 | 382 | 1.9066 | 0.1611 | 1.9066 | 1.3808 |
|
| 243 |
+
| No log | 8.0 | 384 | 1.9278 | 0.1802 | 1.9278 | 1.3884 |
|
| 244 |
+
| No log | 8.0417 | 386 | 1.7369 | 0.2906 | 1.7369 | 1.3179 |
|
| 245 |
+
| No log | 8.0833 | 388 | 1.3823 | 0.1700 | 1.3823 | 1.1757 |
|
| 246 |
+
| No log | 8.125 | 390 | 1.2590 | 0.1700 | 1.2590 | 1.1221 |
|
| 247 |
+
| No log | 8.1667 | 392 | 1.2697 | 0.1700 | 1.2697 | 1.1268 |
|
| 248 |
+
| No log | 8.2083 | 394 | 1.4232 | 0.2015 | 1.4232 | 1.1930 |
|
| 249 |
+
| No log | 8.25 | 396 | 1.5612 | 0.2465 | 1.5612 | 1.2495 |
|
| 250 |
+
| No log | 8.2917 | 398 | 1.5330 | 0.2367 | 1.5330 | 1.2381 |
|
| 251 |
+
| No log | 8.3333 | 400 | 1.4309 | 0.1700 | 1.4309 | 1.1962 |
|
| 252 |
+
| No log | 8.375 | 402 | 1.3327 | 0.0661 | 1.3327 | 1.1544 |
|
| 253 |
+
| No log | 8.4167 | 404 | 1.4120 | 0.0661 | 1.4120 | 1.1883 |
|
| 254 |
+
| No log | 8.4583 | 406 | 1.5296 | 0.1024 | 1.5296 | 1.2368 |
|
| 255 |
+
| No log | 8.5 | 408 | 1.5291 | 0.1052 | 1.5291 | 1.2366 |
|
| 256 |
+
| No log | 8.5417 | 410 | 1.5503 | 0.0661 | 1.5503 | 1.2451 |
|
| 257 |
+
| No log | 8.5833 | 412 | 1.4738 | 0.0661 | 1.4738 | 1.2140 |
|
| 258 |
+
| No log | 8.625 | 414 | 1.4906 | 0.0661 | 1.4906 | 1.2209 |
|
| 259 |
+
| No log | 8.6667 | 416 | 1.6340 | 0.2015 | 1.6340 | 1.2783 |
|
| 260 |
+
| No log | 8.7083 | 418 | 1.8118 | 0.1540 | 1.8118 | 1.3460 |
|
| 261 |
+
| No log | 8.75 | 420 | 1.8428 | 0.1771 | 1.8428 | 1.3575 |
|
| 262 |
+
| No log | 8.7917 | 422 | 1.7156 | 0.2240 | 1.7156 | 1.3098 |
|
| 263 |
+
| No log | 8.8333 | 424 | 1.5854 | 0.2075 | 1.5854 | 1.2591 |
|
| 264 |
+
| No log | 8.875 | 426 | 1.3858 | 0.0661 | 1.3858 | 1.1772 |
|
| 265 |
+
| No log | 8.9167 | 428 | 1.3259 | 0.0811 | 1.3259 | 1.1515 |
|
| 266 |
+
| No log | 8.9583 | 430 | 1.3305 | 0.0 | 1.3305 | 1.1535 |
|
| 267 |
+
| No log | 9.0 | 432 | 1.3669 | 0.0 | 1.3669 | 1.1692 |
|
| 268 |
+
| No log | 9.0417 | 434 | 1.3546 | 0.0 | 1.3546 | 1.1639 |
|
| 269 |
+
| No log | 9.0833 | 436 | 1.4207 | 0.0661 | 1.4207 | 1.1919 |
|
| 270 |
+
| No log | 9.125 | 438 | 1.5354 | 0.2417 | 1.5354 | 1.2391 |
|
| 271 |
+
| No log | 9.1667 | 440 | 1.4276 | 0.2313 | 1.4276 | 1.1948 |
|
| 272 |
+
| No log | 9.2083 | 442 | 1.3348 | 0.2687 | 1.3348 | 1.1554 |
|
| 273 |
+
| No log | 9.25 | 444 | 1.3576 | 0.2623 | 1.3576 | 1.1652 |
|
| 274 |
+
| No log | 9.2917 | 446 | 1.3746 | 0.2206 | 1.3746 | 1.1724 |
|
| 275 |
+
| No log | 9.3333 | 448 | 1.4435 | 0.2542 | 1.4435 | 1.2014 |
|
| 276 |
+
| No log | 9.375 | 450 | 1.5368 | 0.2465 | 1.5368 | 1.2397 |
|
| 277 |
+
| No log | 9.4167 | 452 | 1.4749 | 0.2075 | 1.4749 | 1.2145 |
|
| 278 |
+
| No log | 9.4583 | 454 | 1.3234 | 0.1512 | 1.3234 | 1.1504 |
|
| 279 |
+
| No log | 9.5 | 456 | 1.2127 | 0.1579 | 1.2127 | 1.1012 |
|
| 280 |
+
| No log | 9.5417 | 458 | 1.2184 | 0.2227 | 1.2184 | 1.1038 |
|
| 281 |
+
| No log | 9.5833 | 460 | 1.3204 | 0.2206 | 1.3204 | 1.1491 |
|
| 282 |
+
| No log | 9.625 | 462 | 1.4286 | 0.2132 | 1.4286 | 1.1952 |
|
| 283 |
+
| No log | 9.6667 | 464 | 1.5411 | 0.2793 | 1.5411 | 1.2414 |
|
| 284 |
+
| No log | 9.7083 | 466 | 1.4884 | 0.2752 | 1.4884 | 1.2200 |
|
| 285 |
+
| No log | 9.75 | 468 | 1.3412 | 0.1370 | 1.3412 | 1.1581 |
|
| 286 |
+
| No log | 9.7917 | 470 | 1.3140 | 0.1370 | 1.3140 | 1.1463 |
|
| 287 |
+
| No log | 9.8333 | 472 | 1.3590 | 0.1700 | 1.3590 | 1.1658 |
|
| 288 |
+
| No log | 9.875 | 474 | 1.3887 | 0.1769 | 1.3887 | 1.1784 |
|
| 289 |
+
| No log | 9.9167 | 476 | 1.4215 | 0.1769 | 1.4215 | 1.1922 |
|
| 290 |
+
| No log | 9.9583 | 478 | 1.3694 | 0.1449 | 1.3694 | 1.1702 |
|
| 291 |
+
| No log | 10.0 | 480 | 1.3533 | 0.1370 | 1.3533 | 1.1633 |
|
| 292 |
+
| No log | 10.0417 | 482 | 1.3921 | 0.1449 | 1.3921 | 1.1799 |
|
| 293 |
+
| No log | 10.0833 | 484 | 1.5249 | 0.2132 | 1.5249 | 1.2349 |
|
| 294 |
+
| No log | 10.125 | 486 | 1.6050 | 0.2417 | 1.6050 | 1.2669 |
|
| 295 |
+
| No log | 10.1667 | 488 | 1.5920 | 0.3018 | 1.5920 | 1.2617 |
|
| 296 |
+
| No log | 10.2083 | 490 | 1.6218 | 0.3018 | 1.6218 | 1.2735 |
|
| 297 |
+
| No log | 10.25 | 492 | 1.5888 | 0.2367 | 1.5888 | 1.2605 |
|
| 298 |
+
| No log | 10.2917 | 494 | 1.5104 | 0.1449 | 1.5104 | 1.2290 |
|
| 299 |
+
| No log | 10.3333 | 496 | 1.4654 | 0.1113 | 1.4654 | 1.2106 |
|
| 300 |
+
| No log | 10.375 | 498 | 1.5088 | 0.1449 | 1.5088 | 1.2283 |
|
| 301 |
+
| 0.2794 | 10.4167 | 500 | 1.5755 | 0.2367 | 1.5755 | 1.2552 |
|
| 302 |
+
| 0.2794 | 10.4583 | 502 | 1.6135 | 0.2731 | 1.6135 | 1.2703 |
|
| 303 |
+
| 0.2794 | 10.5 | 504 | 1.4757 | 0.2075 | 1.4757 | 1.2148 |
|
| 304 |
+
| 0.2794 | 10.5417 | 506 | 1.3932 | 0.2075 | 1.3932 | 1.1803 |
|
| 305 |
+
| 0.2794 | 10.5833 | 508 | 1.3614 | 0.1769 | 1.3614 | 1.1668 |
|
| 306 |
+
| 0.2794 | 10.625 | 510 | 1.3113 | 0.1700 | 1.3113 | 1.1451 |
|
| 307 |
+
| 0.2794 | 10.6667 | 512 | 1.3526 | 0.2075 | 1.3526 | 1.1630 |
|
| 308 |
+
|
| 309 |
+
|
| 310 |
+
### Framework versions
|
| 311 |
+
|
| 312 |
+
- Transformers 4.44.2
|
| 313 |
+
- Pytorch 2.4.0+cu118
|
| 314 |
+
- Datasets 2.21.0
|
| 315 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "aubmindlab/bert-base-arabertv02",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0"
|
| 13 |
+
},
|
| 14 |
+
"initializer_range": 0.02,
|
| 15 |
+
"intermediate_size": 3072,
|
| 16 |
+
"label2id": {
|
| 17 |
+
"LABEL_0": 0
|
| 18 |
+
},
|
| 19 |
+
"layer_norm_eps": 1e-12,
|
| 20 |
+
"max_position_embeddings": 512,
|
| 21 |
+
"model_type": "bert",
|
| 22 |
+
"num_attention_heads": 12,
|
| 23 |
+
"num_hidden_layers": 12,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"position_embedding_type": "absolute",
|
| 26 |
+
"problem_type": "regression",
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.44.2",
|
| 29 |
+
"type_vocab_size": 2,
|
| 30 |
+
"use_cache": true,
|
| 31 |
+
"vocab_size": 64000
|
| 32 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:331bba23d62d913e57f0e22d07d9c026911c093036d37e750ac8e8d315ea9ce0
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32bb77afae69cd643c7baa140005825f33bf72df3e1291ca5a5bb081e3354ac3
|
| 3 |
+
size 5368
|