Training in progress, step 500
Browse files- README.md +314 -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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| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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- generated_from_trainer
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model-index:
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| 7 |
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- name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task7_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task7_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 |
+
- Loss: 0.6504
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| 19 |
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- Qwk: 0.2080
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| 20 |
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- Mse: 0.6504
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| 21 |
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- Rmse: 0.8065
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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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More information needed
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## Training procedure
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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 | 0.0328 | 2 | 2.6193 | -0.0262 | 2.6193 | 1.6184 |
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| 53 |
+
| No log | 0.0656 | 4 | 1.4381 | 0.0754 | 1.4381 | 1.1992 |
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| 54 |
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| No log | 0.0984 | 6 | 1.2513 | -0.1077 | 1.2513 | 1.1186 |
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| 55 |
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| No log | 0.1311 | 8 | 0.9576 | -0.1166 | 0.9576 | 0.9786 |
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| 56 |
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| No log | 0.1639 | 10 | 0.7609 | 0.0444 | 0.7609 | 0.8723 |
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| 57 |
+
| No log | 0.1967 | 12 | 0.7563 | 0.0846 | 0.7563 | 0.8697 |
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| 58 |
+
| No log | 0.2295 | 14 | 0.7808 | 0.0481 | 0.7808 | 0.8836 |
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| 59 |
+
| No log | 0.2623 | 16 | 0.7324 | 0.1282 | 0.7324 | 0.8558 |
|
| 60 |
+
| No log | 0.2951 | 18 | 0.7217 | 0.0840 | 0.7217 | 0.8495 |
|
| 61 |
+
| No log | 0.3279 | 20 | 0.7236 | 0.0889 | 0.7236 | 0.8507 |
|
| 62 |
+
| No log | 0.3607 | 22 | 0.7200 | 0.0889 | 0.7200 | 0.8485 |
|
| 63 |
+
| No log | 0.3934 | 24 | 0.7557 | 0.1372 | 0.7557 | 0.8693 |
|
| 64 |
+
| No log | 0.4262 | 26 | 0.7986 | 0.1754 | 0.7986 | 0.8936 |
|
| 65 |
+
| No log | 0.4590 | 28 | 0.8583 | 0.2027 | 0.8583 | 0.9265 |
|
| 66 |
+
| No log | 0.4918 | 30 | 0.8140 | 0.2772 | 0.8140 | 0.9022 |
|
| 67 |
+
| No log | 0.5246 | 32 | 0.7163 | 0.1729 | 0.7163 | 0.8463 |
|
| 68 |
+
| No log | 0.5574 | 34 | 0.7320 | 0.2846 | 0.7320 | 0.8556 |
|
| 69 |
+
| No log | 0.5902 | 36 | 0.7567 | 0.2808 | 0.7567 | 0.8699 |
|
| 70 |
+
| No log | 0.6230 | 38 | 0.7431 | 0.2808 | 0.7431 | 0.8620 |
|
| 71 |
+
| No log | 0.6557 | 40 | 0.7147 | 0.1729 | 0.7147 | 0.8454 |
|
| 72 |
+
| No log | 0.6885 | 42 | 0.6904 | 0.1744 | 0.6904 | 0.8309 |
|
| 73 |
+
| No log | 0.7213 | 44 | 0.6745 | 0.2103 | 0.6745 | 0.8213 |
|
| 74 |
+
| No log | 0.7541 | 46 | 0.6999 | 0.1744 | 0.6999 | 0.8366 |
|
| 75 |
+
| No log | 0.7869 | 48 | 0.6858 | 0.2103 | 0.6858 | 0.8281 |
|
| 76 |
+
| No log | 0.8197 | 50 | 0.6679 | 0.2449 | 0.6679 | 0.8172 |
|
| 77 |
+
| No log | 0.8525 | 52 | 0.7173 | 0.2813 | 0.7173 | 0.8469 |
|
| 78 |
+
| No log | 0.8852 | 54 | 0.6747 | 0.3169 | 0.6747 | 0.8214 |
|
| 79 |
+
| No log | 0.9180 | 56 | 0.7317 | 0.3746 | 0.7317 | 0.8554 |
|
| 80 |
+
| No log | 0.9508 | 58 | 0.9151 | 0.3160 | 0.9151 | 0.9566 |
|
| 81 |
+
| No log | 0.9836 | 60 | 0.8406 | 0.3459 | 0.8406 | 0.9168 |
|
| 82 |
+
| No log | 1.0164 | 62 | 0.7884 | 0.3594 | 0.7884 | 0.8879 |
|
| 83 |
+
| No log | 1.0492 | 64 | 0.7225 | 0.2776 | 0.7225 | 0.8500 |
|
| 84 |
+
| No log | 1.0820 | 66 | 0.6699 | 0.2745 | 0.6699 | 0.8185 |
|
| 85 |
+
| No log | 1.1148 | 68 | 0.6950 | 0.3125 | 0.6950 | 0.8337 |
|
| 86 |
+
| No log | 1.1475 | 70 | 0.7403 | 0.3071 | 0.7403 | 0.8604 |
|
| 87 |
+
| No log | 1.1803 | 72 | 0.8224 | 0.3827 | 0.8224 | 0.9069 |
|
| 88 |
+
| No log | 1.2131 | 74 | 0.8046 | 0.3778 | 0.8046 | 0.8970 |
|
| 89 |
+
| No log | 1.2459 | 76 | 0.6922 | 0.4113 | 0.6922 | 0.8320 |
|
| 90 |
+
| No log | 1.2787 | 78 | 0.6772 | 0.0460 | 0.6772 | 0.8229 |
|
| 91 |
+
| No log | 1.3115 | 80 | 0.8640 | 0.2007 | 0.8640 | 0.9295 |
|
| 92 |
+
| No log | 1.3443 | 82 | 0.9327 | 0.0971 | 0.9327 | 0.9658 |
|
| 93 |
+
| No log | 1.3770 | 84 | 0.7480 | 0.1591 | 0.7480 | 0.8649 |
|
| 94 |
+
| No log | 1.4098 | 86 | 0.6671 | 0.4607 | 0.6671 | 0.8168 |
|
| 95 |
+
| No log | 1.4426 | 88 | 0.6880 | 0.3854 | 0.6880 | 0.8295 |
|
| 96 |
+
| No log | 1.4754 | 90 | 0.6030 | 0.5105 | 0.6030 | 0.7765 |
|
| 97 |
+
| No log | 1.5082 | 92 | 0.6483 | 0.3594 | 0.6483 | 0.8052 |
|
| 98 |
+
| No log | 1.5410 | 94 | 0.7800 | 0.3746 | 0.7800 | 0.8832 |
|
| 99 |
+
| No log | 1.5738 | 96 | 0.6050 | 0.4035 | 0.6050 | 0.7778 |
|
| 100 |
+
| No log | 1.6066 | 98 | 0.5835 | 0.4584 | 0.5835 | 0.7638 |
|
| 101 |
+
| No log | 1.6393 | 100 | 0.6654 | 0.4569 | 0.6654 | 0.8157 |
|
| 102 |
+
| No log | 1.6721 | 102 | 0.6228 | 0.4629 | 0.6228 | 0.7892 |
|
| 103 |
+
| No log | 1.7049 | 104 | 0.5498 | 0.4468 | 0.5498 | 0.7415 |
|
| 104 |
+
| No log | 1.7377 | 106 | 0.5759 | 0.4437 | 0.5759 | 0.7589 |
|
| 105 |
+
| No log | 1.7705 | 108 | 0.5527 | 0.4361 | 0.5527 | 0.7434 |
|
| 106 |
+
| No log | 1.8033 | 110 | 0.6331 | 0.3546 | 0.6331 | 0.7957 |
|
| 107 |
+
| No log | 1.8361 | 112 | 0.9321 | 0.3906 | 0.9321 | 0.9654 |
|
| 108 |
+
| No log | 1.8689 | 114 | 1.1901 | 0.1913 | 1.1901 | 1.0909 |
|
| 109 |
+
| No log | 1.9016 | 116 | 1.2691 | 0.1678 | 1.2691 | 1.1266 |
|
| 110 |
+
| No log | 1.9344 | 118 | 1.1671 | 0.2439 | 1.1671 | 1.0803 |
|
| 111 |
+
| No log | 1.9672 | 120 | 1.0327 | 0.3309 | 1.0327 | 1.0162 |
|
| 112 |
+
| No log | 2.0 | 122 | 0.8520 | 0.3310 | 0.8520 | 0.9230 |
|
| 113 |
+
| No log | 2.0328 | 124 | 0.6754 | 0.2740 | 0.6754 | 0.8218 |
|
| 114 |
+
| No log | 2.0656 | 126 | 0.6025 | 0.1870 | 0.6025 | 0.7762 |
|
| 115 |
+
| No log | 2.0984 | 128 | 0.5881 | 0.3100 | 0.5881 | 0.7669 |
|
| 116 |
+
| No log | 2.1311 | 130 | 0.6064 | 0.2160 | 0.6064 | 0.7787 |
|
| 117 |
+
| No log | 2.1639 | 132 | 0.6825 | 0.3496 | 0.6825 | 0.8262 |
|
| 118 |
+
| No log | 2.1967 | 134 | 0.7146 | 0.3659 | 0.7146 | 0.8453 |
|
| 119 |
+
| No log | 2.2295 | 136 | 0.6768 | 0.4171 | 0.6768 | 0.8227 |
|
| 120 |
+
| No log | 2.2623 | 138 | 0.6407 | 0.4482 | 0.6407 | 0.8004 |
|
| 121 |
+
| No log | 2.2951 | 140 | 0.7409 | 0.3564 | 0.7409 | 0.8608 |
|
| 122 |
+
| No log | 2.3279 | 142 | 0.7208 | 0.3564 | 0.7208 | 0.8490 |
|
| 123 |
+
| No log | 2.3607 | 144 | 0.6472 | 0.3809 | 0.6472 | 0.8045 |
|
| 124 |
+
| No log | 2.3934 | 146 | 0.8075 | 0.2584 | 0.8075 | 0.8986 |
|
| 125 |
+
| No log | 2.4262 | 148 | 0.9491 | 0.2651 | 0.9491 | 0.9742 |
|
| 126 |
+
| No log | 2.4590 | 150 | 0.8879 | 0.2222 | 0.8879 | 0.9423 |
|
| 127 |
+
| No log | 2.4918 | 152 | 0.7248 | 0.2920 | 0.7248 | 0.8513 |
|
| 128 |
+
| No log | 2.5246 | 154 | 0.6497 | 0.3604 | 0.6497 | 0.8060 |
|
| 129 |
+
| No log | 2.5574 | 156 | 0.6407 | 0.4267 | 0.6407 | 0.8004 |
|
| 130 |
+
| No log | 2.5902 | 158 | 0.6257 | 0.4361 | 0.6257 | 0.7910 |
|
| 131 |
+
| No log | 2.6230 | 160 | 0.6176 | 0.5321 | 0.6176 | 0.7858 |
|
| 132 |
+
| No log | 2.6557 | 162 | 0.6437 | 0.4087 | 0.6437 | 0.8023 |
|
| 133 |
+
| No log | 2.6885 | 164 | 0.6547 | 0.4315 | 0.6547 | 0.8091 |
|
| 134 |
+
| No log | 2.7213 | 166 | 0.6500 | 0.4444 | 0.6500 | 0.8062 |
|
| 135 |
+
| No log | 2.7541 | 168 | 0.6531 | 0.3296 | 0.6531 | 0.8082 |
|
| 136 |
+
| No log | 2.7869 | 170 | 0.7212 | 0.3843 | 0.7212 | 0.8492 |
|
| 137 |
+
| No log | 2.8197 | 172 | 0.6870 | 0.3127 | 0.6870 | 0.8289 |
|
| 138 |
+
| No log | 2.8525 | 174 | 0.6655 | 0.3127 | 0.6655 | 0.8158 |
|
| 139 |
+
| No log | 2.8852 | 176 | 0.6678 | 0.3211 | 0.6678 | 0.8172 |
|
| 140 |
+
| No log | 2.9180 | 178 | 0.6802 | 0.3862 | 0.6802 | 0.8247 |
|
| 141 |
+
| No log | 2.9508 | 180 | 0.6931 | 0.2872 | 0.6931 | 0.8325 |
|
| 142 |
+
| No log | 2.9836 | 182 | 0.7121 | 0.2926 | 0.7121 | 0.8438 |
|
| 143 |
+
| No log | 3.0164 | 184 | 0.7157 | 0.3477 | 0.7157 | 0.8460 |
|
| 144 |
+
| No log | 3.0492 | 186 | 0.7599 | 0.3493 | 0.7599 | 0.8717 |
|
| 145 |
+
| No log | 3.0820 | 188 | 0.7641 | 0.3455 | 0.7641 | 0.8741 |
|
| 146 |
+
| No log | 3.1148 | 190 | 0.6816 | 0.4355 | 0.6816 | 0.8256 |
|
| 147 |
+
| No log | 3.1475 | 192 | 0.6426 | 0.4441 | 0.6426 | 0.8016 |
|
| 148 |
+
| No log | 3.1803 | 194 | 0.6349 | 0.4194 | 0.6349 | 0.7968 |
|
| 149 |
+
| No log | 3.2131 | 196 | 0.6366 | 0.3530 | 0.6366 | 0.7979 |
|
| 150 |
+
| No log | 3.2459 | 198 | 0.6452 | 0.2280 | 0.6452 | 0.8033 |
|
| 151 |
+
| No log | 3.2787 | 200 | 0.6775 | 0.0460 | 0.6775 | 0.8231 |
|
| 152 |
+
| No log | 3.3115 | 202 | 0.7071 | 0.0509 | 0.7071 | 0.8409 |
|
| 153 |
+
| No log | 3.3443 | 204 | 0.7199 | 0.0944 | 0.7199 | 0.8485 |
|
| 154 |
+
| No log | 3.3770 | 206 | 0.7181 | 0.1339 | 0.7181 | 0.8474 |
|
| 155 |
+
| No log | 3.4098 | 208 | 0.6619 | 0.1218 | 0.6619 | 0.8135 |
|
| 156 |
+
| No log | 3.4426 | 210 | 0.6594 | 0.3229 | 0.6594 | 0.8120 |
|
| 157 |
+
| No log | 3.4754 | 212 | 0.6564 | 0.2774 | 0.6564 | 0.8102 |
|
| 158 |
+
| No log | 3.5082 | 214 | 0.6533 | 0.3677 | 0.6533 | 0.8083 |
|
| 159 |
+
| No log | 3.5410 | 216 | 0.6729 | 0.3373 | 0.6729 | 0.8203 |
|
| 160 |
+
| No log | 3.5738 | 218 | 0.7684 | 0.4079 | 0.7684 | 0.8766 |
|
| 161 |
+
| No log | 3.6066 | 220 | 0.8108 | 0.3204 | 0.8108 | 0.9004 |
|
| 162 |
+
| No log | 3.6393 | 222 | 0.7141 | 0.3383 | 0.7141 | 0.8450 |
|
| 163 |
+
| No log | 3.6721 | 224 | 0.6517 | 0.2947 | 0.6517 | 0.8073 |
|
| 164 |
+
| No log | 3.7049 | 226 | 0.6440 | 0.2947 | 0.6440 | 0.8025 |
|
| 165 |
+
| No log | 3.7377 | 228 | 0.6655 | 0.2970 | 0.6655 | 0.8158 |
|
| 166 |
+
| No log | 3.7705 | 230 | 0.6619 | 0.3455 | 0.6619 | 0.8136 |
|
| 167 |
+
| No log | 3.8033 | 232 | 0.6524 | 0.3169 | 0.6524 | 0.8077 |
|
| 168 |
+
| No log | 3.8361 | 234 | 0.6858 | 0.3455 | 0.6858 | 0.8281 |
|
| 169 |
+
| No log | 3.8689 | 236 | 0.7195 | 0.2611 | 0.7195 | 0.8482 |
|
| 170 |
+
| No log | 3.9016 | 238 | 0.6613 | 0.3426 | 0.6613 | 0.8132 |
|
| 171 |
+
| No log | 3.9344 | 240 | 0.6539 | 0.3170 | 0.6539 | 0.8086 |
|
| 172 |
+
| No log | 3.9672 | 242 | 0.6679 | 0.2847 | 0.6679 | 0.8173 |
|
| 173 |
+
| No log | 4.0 | 244 | 0.6777 | 0.2847 | 0.6777 | 0.8232 |
|
| 174 |
+
| No log | 4.0328 | 246 | 0.6794 | 0.2884 | 0.6794 | 0.8243 |
|
| 175 |
+
| No log | 4.0656 | 248 | 0.6913 | 0.2537 | 0.6913 | 0.8315 |
|
| 176 |
+
| No log | 4.0984 | 250 | 0.7003 | 0.1918 | 0.7003 | 0.8368 |
|
| 177 |
+
| No log | 4.1311 | 252 | 0.6711 | 0.2181 | 0.6711 | 0.8192 |
|
| 178 |
+
| No log | 4.1639 | 254 | 0.6860 | 0.2611 | 0.6860 | 0.8282 |
|
| 179 |
+
| No log | 4.1967 | 256 | 0.7281 | 0.2705 | 0.7281 | 0.8533 |
|
| 180 |
+
| No log | 4.2295 | 258 | 0.7021 | 0.2926 | 0.7021 | 0.8379 |
|
| 181 |
+
| No log | 4.2623 | 260 | 0.6854 | 0.2249 | 0.6854 | 0.8279 |
|
| 182 |
+
| No log | 4.2951 | 262 | 0.6806 | 0.1092 | 0.6806 | 0.8250 |
|
| 183 |
+
| No log | 4.3279 | 264 | 0.6870 | 0.1132 | 0.6870 | 0.8289 |
|
| 184 |
+
| No log | 4.3607 | 266 | 0.7150 | 0.2963 | 0.7150 | 0.8456 |
|
| 185 |
+
| No log | 4.3934 | 268 | 0.8120 | 0.2848 | 0.8120 | 0.9011 |
|
| 186 |
+
| No log | 4.4262 | 270 | 0.8269 | 0.3129 | 0.8269 | 0.9094 |
|
| 187 |
+
| No log | 4.4590 | 272 | 0.7518 | 0.2498 | 0.7518 | 0.8671 |
|
| 188 |
+
| No log | 4.4918 | 274 | 0.6950 | 0.2807 | 0.6950 | 0.8337 |
|
| 189 |
+
| No log | 4.5246 | 276 | 0.7031 | 0.3688 | 0.7031 | 0.8385 |
|
| 190 |
+
| No log | 4.5574 | 278 | 0.7222 | 0.3894 | 0.7222 | 0.8498 |
|
| 191 |
+
| No log | 4.5902 | 280 | 0.7160 | 0.3688 | 0.7160 | 0.8462 |
|
| 192 |
+
| No log | 4.6230 | 282 | 0.7020 | 0.3813 | 0.7020 | 0.8378 |
|
| 193 |
+
| No log | 4.6557 | 284 | 0.7008 | 0.3426 | 0.7008 | 0.8371 |
|
| 194 |
+
| No log | 4.6885 | 286 | 0.7186 | 0.3118 | 0.7186 | 0.8477 |
|
| 195 |
+
| No log | 4.7213 | 288 | 0.7010 | 0.2713 | 0.7010 | 0.8373 |
|
| 196 |
+
| No log | 4.7541 | 290 | 0.6873 | 0.3398 | 0.6873 | 0.8291 |
|
| 197 |
+
| No log | 4.7869 | 292 | 0.7192 | 0.4307 | 0.7192 | 0.8481 |
|
| 198 |
+
| No log | 4.8197 | 294 | 0.6958 | 0.4330 | 0.6958 | 0.8341 |
|
| 199 |
+
| No log | 4.8525 | 296 | 0.6635 | 0.2815 | 0.6635 | 0.8145 |
|
| 200 |
+
| No log | 4.8852 | 298 | 0.6818 | 0.2940 | 0.6818 | 0.8257 |
|
| 201 |
+
| No log | 4.9180 | 300 | 0.7849 | 0.2502 | 0.7849 | 0.8860 |
|
| 202 |
+
| No log | 4.9508 | 302 | 0.7973 | 0.2212 | 0.7973 | 0.8929 |
|
| 203 |
+
| No log | 4.9836 | 304 | 0.7198 | 0.2525 | 0.7198 | 0.8484 |
|
| 204 |
+
| No log | 5.0164 | 306 | 0.6774 | 0.2940 | 0.6774 | 0.8231 |
|
| 205 |
+
| No log | 5.0492 | 308 | 0.6602 | 0.2506 | 0.6602 | 0.8126 |
|
| 206 |
+
| No log | 5.0820 | 310 | 0.6704 | 0.3092 | 0.6704 | 0.8188 |
|
| 207 |
+
| No log | 5.1148 | 312 | 0.6868 | 0.4219 | 0.6868 | 0.8288 |
|
| 208 |
+
| No log | 5.1475 | 314 | 0.6701 | 0.3387 | 0.6701 | 0.8186 |
|
| 209 |
+
| No log | 5.1803 | 316 | 0.6599 | 0.2206 | 0.6599 | 0.8123 |
|
| 210 |
+
| No log | 5.2131 | 318 | 0.6577 | 0.2407 | 0.6577 | 0.8110 |
|
| 211 |
+
| No log | 5.2459 | 320 | 0.6619 | 0.4219 | 0.6619 | 0.8136 |
|
| 212 |
+
| No log | 5.2787 | 322 | 0.6505 | 0.4219 | 0.6505 | 0.8065 |
|
| 213 |
+
| No log | 5.3115 | 324 | 0.6393 | 0.3002 | 0.6393 | 0.7995 |
|
| 214 |
+
| No log | 5.3443 | 326 | 0.6435 | 0.3811 | 0.6435 | 0.8022 |
|
| 215 |
+
| No log | 5.3770 | 328 | 0.6484 | 0.4364 | 0.6484 | 0.8053 |
|
| 216 |
+
| No log | 5.4098 | 330 | 0.6668 | 0.4253 | 0.6668 | 0.8166 |
|
| 217 |
+
| No log | 5.4426 | 332 | 0.6727 | 0.4308 | 0.6727 | 0.8202 |
|
| 218 |
+
| No log | 5.4754 | 334 | 0.6688 | 0.4314 | 0.6688 | 0.8178 |
|
| 219 |
+
| No log | 5.5082 | 336 | 0.7173 | 0.4014 | 0.7173 | 0.8470 |
|
| 220 |
+
| No log | 5.5410 | 338 | 0.7350 | 0.3940 | 0.7350 | 0.8573 |
|
| 221 |
+
| No log | 5.5738 | 340 | 0.7010 | 0.2787 | 0.7010 | 0.8372 |
|
| 222 |
+
| No log | 5.6066 | 342 | 0.6972 | 0.2325 | 0.6972 | 0.8350 |
|
| 223 |
+
| No log | 5.6393 | 344 | 0.7224 | 0.1924 | 0.7224 | 0.8499 |
|
| 224 |
+
| No log | 5.6721 | 346 | 0.7489 | 0.1601 | 0.7489 | 0.8654 |
|
| 225 |
+
| No log | 5.7049 | 348 | 0.7323 | 0.1941 | 0.7323 | 0.8558 |
|
| 226 |
+
| No log | 5.7377 | 350 | 0.7137 | 0.2374 | 0.7137 | 0.8448 |
|
| 227 |
+
| No log | 5.7705 | 352 | 0.7338 | 0.3092 | 0.7338 | 0.8566 |
|
| 228 |
+
| No log | 5.8033 | 354 | 0.7301 | 0.3092 | 0.7301 | 0.8545 |
|
| 229 |
+
| No log | 5.8361 | 356 | 0.6947 | 0.1508 | 0.6947 | 0.8335 |
|
| 230 |
+
| No log | 5.8689 | 358 | 0.6954 | 0.1961 | 0.6954 | 0.8339 |
|
| 231 |
+
| No log | 5.9016 | 360 | 0.7154 | 0.3010 | 0.7154 | 0.8458 |
|
| 232 |
+
| No log | 5.9344 | 362 | 0.6943 | 0.2205 | 0.6943 | 0.8333 |
|
| 233 |
+
| No log | 5.9672 | 364 | 0.7136 | 0.3092 | 0.7136 | 0.8448 |
|
| 234 |
+
| No log | 6.0 | 366 | 0.7373 | 0.2950 | 0.7373 | 0.8587 |
|
| 235 |
+
| No log | 6.0328 | 368 | 0.7079 | 0.3445 | 0.7079 | 0.8414 |
|
| 236 |
+
| No log | 6.0656 | 370 | 0.6879 | 0.2884 | 0.6879 | 0.8294 |
|
| 237 |
+
| No log | 6.0984 | 372 | 0.7028 | 0.2576 | 0.7028 | 0.8384 |
|
| 238 |
+
| No log | 6.1311 | 374 | 0.6908 | 0.2608 | 0.6908 | 0.8312 |
|
| 239 |
+
| No log | 6.1639 | 376 | 0.6772 | 0.1884 | 0.6772 | 0.8229 |
|
| 240 |
+
| No log | 6.1967 | 378 | 0.6962 | 0.2537 | 0.6962 | 0.8344 |
|
| 241 |
+
| No log | 6.2295 | 380 | 0.7065 | 0.3673 | 0.7065 | 0.8406 |
|
| 242 |
+
| No log | 6.2623 | 382 | 0.6720 | 0.2890 | 0.6720 | 0.8198 |
|
| 243 |
+
| No log | 6.2951 | 384 | 0.6431 | 0.2884 | 0.6431 | 0.8019 |
|
| 244 |
+
| No log | 6.3279 | 386 | 0.6355 | 0.3474 | 0.6355 | 0.7972 |
|
| 245 |
+
| No log | 6.3607 | 388 | 0.6335 | 0.3454 | 0.6335 | 0.7959 |
|
| 246 |
+
| No log | 6.3934 | 390 | 0.6351 | 0.2543 | 0.6351 | 0.7969 |
|
| 247 |
+
| No log | 6.4262 | 392 | 0.6362 | 0.2254 | 0.6362 | 0.7976 |
|
| 248 |
+
| No log | 6.4590 | 394 | 0.6452 | 0.2254 | 0.6452 | 0.8033 |
|
| 249 |
+
| No log | 6.4918 | 396 | 0.6644 | 0.2229 | 0.6644 | 0.8151 |
|
| 250 |
+
| No log | 6.5246 | 398 | 0.6647 | 0.2229 | 0.6647 | 0.8153 |
|
| 251 |
+
| No log | 6.5574 | 400 | 0.6590 | 0.2254 | 0.6590 | 0.8118 |
|
| 252 |
+
| No log | 6.5902 | 402 | 0.6663 | 0.2218 | 0.6663 | 0.8163 |
|
| 253 |
+
| No log | 6.6230 | 404 | 0.6703 | 0.2280 | 0.6703 | 0.8187 |
|
| 254 |
+
| No log | 6.6557 | 406 | 0.6724 | 0.2280 | 0.6724 | 0.8200 |
|
| 255 |
+
| No log | 6.6885 | 408 | 0.6702 | 0.1529 | 0.6702 | 0.8187 |
|
| 256 |
+
| No log | 6.7213 | 410 | 0.6681 | 0.1519 | 0.6681 | 0.8174 |
|
| 257 |
+
| No log | 6.7541 | 412 | 0.6830 | 0.1558 | 0.6830 | 0.8265 |
|
| 258 |
+
| No log | 6.7869 | 414 | 0.6672 | 0.1519 | 0.6672 | 0.8168 |
|
| 259 |
+
| No log | 6.8197 | 416 | 0.6590 | 0.2254 | 0.6590 | 0.8118 |
|
| 260 |
+
| No log | 6.8525 | 418 | 0.6592 | 0.2254 | 0.6592 | 0.8119 |
|
| 261 |
+
| No log | 6.8852 | 420 | 0.6626 | 0.2576 | 0.6626 | 0.8140 |
|
| 262 |
+
| No log | 6.9180 | 422 | 0.6572 | 0.2254 | 0.6572 | 0.8107 |
|
| 263 |
+
| No log | 6.9508 | 424 | 0.6566 | 0.2280 | 0.6566 | 0.8103 |
|
| 264 |
+
| No log | 6.9836 | 426 | 0.6661 | 0.1539 | 0.6661 | 0.8162 |
|
| 265 |
+
| No log | 7.0164 | 428 | 0.6698 | 0.1539 | 0.6698 | 0.8184 |
|
| 266 |
+
| No log | 7.0492 | 430 | 0.6660 | 0.2280 | 0.6660 | 0.8161 |
|
| 267 |
+
| No log | 7.0820 | 432 | 0.6674 | 0.3228 | 0.6674 | 0.8170 |
|
| 268 |
+
| No log | 7.1148 | 434 | 0.6858 | 0.4086 | 0.6858 | 0.8281 |
|
| 269 |
+
| No log | 7.1475 | 436 | 0.6744 | 0.3474 | 0.6744 | 0.8212 |
|
| 270 |
+
| No log | 7.1803 | 438 | 0.6733 | 0.3141 | 0.6733 | 0.8205 |
|
| 271 |
+
| No log | 7.2131 | 440 | 0.6749 | 0.2543 | 0.6749 | 0.8215 |
|
| 272 |
+
| No log | 7.2459 | 442 | 0.6648 | 0.3141 | 0.6648 | 0.8154 |
|
| 273 |
+
| No log | 7.2787 | 444 | 0.6573 | 0.3183 | 0.6573 | 0.8107 |
|
| 274 |
+
| No log | 7.3115 | 446 | 0.6559 | 0.2847 | 0.6559 | 0.8099 |
|
| 275 |
+
| No log | 7.3443 | 448 | 0.6717 | 0.1887 | 0.6717 | 0.8196 |
|
| 276 |
+
| No log | 7.3770 | 450 | 0.6864 | 0.1174 | 0.6864 | 0.8285 |
|
| 277 |
+
| No log | 7.4098 | 452 | 0.6695 | 0.1942 | 0.6695 | 0.8182 |
|
| 278 |
+
| No log | 7.4426 | 454 | 0.6723 | 0.2181 | 0.6723 | 0.8200 |
|
| 279 |
+
| No log | 7.4754 | 456 | 0.6791 | 0.2537 | 0.6791 | 0.8241 |
|
| 280 |
+
| No log | 7.5082 | 458 | 0.6857 | 0.2857 | 0.6857 | 0.8281 |
|
| 281 |
+
| No log | 7.5410 | 460 | 0.6875 | 0.2543 | 0.6875 | 0.8292 |
|
| 282 |
+
| No log | 7.5738 | 462 | 0.7064 | 0.2148 | 0.7064 | 0.8405 |
|
| 283 |
+
| No log | 7.6066 | 464 | 0.7095 | 0.2148 | 0.7095 | 0.8423 |
|
| 284 |
+
| No log | 7.6393 | 466 | 0.7122 | 0.1834 | 0.7122 | 0.8439 |
|
| 285 |
+
| No log | 7.6721 | 468 | 0.7083 | 0.1884 | 0.7083 | 0.8416 |
|
| 286 |
+
| No log | 7.7049 | 470 | 0.7032 | 0.0717 | 0.7032 | 0.8386 |
|
| 287 |
+
| No log | 7.7377 | 472 | 0.6984 | 0.1136 | 0.6984 | 0.8357 |
|
| 288 |
+
| No log | 7.7705 | 474 | 0.7370 | 0.0101 | 0.7370 | 0.8585 |
|
| 289 |
+
| No log | 7.8033 | 476 | 0.7789 | 0.0957 | 0.7789 | 0.8826 |
|
| 290 |
+
| No log | 7.8361 | 478 | 0.7597 | 0.0101 | 0.7597 | 0.8716 |
|
| 291 |
+
| No log | 7.8689 | 480 | 0.7124 | 0.0893 | 0.7124 | 0.8441 |
|
| 292 |
+
| No log | 7.9016 | 482 | 0.7011 | 0.0717 | 0.7011 | 0.8373 |
|
| 293 |
+
| No log | 7.9344 | 484 | 0.7103 | 0.0717 | 0.7103 | 0.8428 |
|
| 294 |
+
| No log | 7.9672 | 486 | 0.7032 | 0.0717 | 0.7032 | 0.8385 |
|
| 295 |
+
| No log | 8.0 | 488 | 0.6926 | 0.1133 | 0.6926 | 0.8323 |
|
| 296 |
+
| No log | 8.0328 | 490 | 0.7190 | 0.2268 | 0.7190 | 0.8479 |
|
| 297 |
+
| No log | 8.0656 | 492 | 0.7215 | 0.2583 | 0.7215 | 0.8494 |
|
| 298 |
+
| No log | 8.0984 | 494 | 0.6929 | 0.2268 | 0.6929 | 0.8324 |
|
| 299 |
+
| No log | 8.1311 | 496 | 0.6789 | 0.2642 | 0.6789 | 0.8239 |
|
| 300 |
+
| No log | 8.1639 | 498 | 0.6829 | 0.2642 | 0.6829 | 0.8264 |
|
| 301 |
+
| 0.2785 | 8.1967 | 500 | 0.6894 | 0.3022 | 0.6894 | 0.8303 |
|
| 302 |
+
| 0.2785 | 8.2295 | 502 | 0.6835 | 0.2738 | 0.6835 | 0.8267 |
|
| 303 |
+
| 0.2785 | 8.2623 | 504 | 0.6627 | 0.2036 | 0.6627 | 0.8141 |
|
| 304 |
+
| 0.2785 | 8.2951 | 506 | 0.6475 | 0.1179 | 0.6475 | 0.8047 |
|
| 305 |
+
| 0.2785 | 8.3279 | 508 | 0.6448 | 0.0764 | 0.6448 | 0.8030 |
|
| 306 |
+
| 0.2785 | 8.3607 | 510 | 0.6504 | 0.2080 | 0.6504 | 0.8065 |
|
| 307 |
+
|
| 308 |
+
|
| 309 |
+
### Framework versions
|
| 310 |
+
|
| 311 |
+
- Transformers 4.44.2
|
| 312 |
+
- Pytorch 2.4.0+cu118
|
| 313 |
+
- Datasets 2.21.0
|
| 314 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:43976ddcff2d1577a6dcb3f3ea91a1087cebac2ebb739a3ec282c9157ab9796d
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| 3 |
+
size 540799996
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training_args.bin
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:2d1101676082e44baef7682daee011674195d3803cb2c4bb94c7e3e00e6e22f4
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| 3 |
+
size 5304
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