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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| 5 |
+
- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
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- name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_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
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_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: 0.4544
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| 19 |
+
- Qwk: 0.6133
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| 20 |
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- Mse: 0.4544
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| 21 |
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- Rmse: 0.6741
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| 22 |
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| 23 |
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## Model description
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| 24 |
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| 25 |
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More information needed
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| 26 |
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| 27 |
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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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| 30 |
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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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| 34 |
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| 35 |
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## Training procedure
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| 36 |
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| 37 |
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### Training hyperparameters
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| 38 |
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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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| 42 |
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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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| 48 |
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### Training results
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| 49 |
+
|
| 50 |
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.1667 | 2 | 2.6011 | -0.0262 | 2.6011 | 1.6128 |
|
| 53 |
+
| No log | 0.3333 | 4 | 1.3154 | 0.0754 | 1.3154 | 1.1469 |
|
| 54 |
+
| No log | 0.5 | 6 | 0.8718 | 0.0944 | 0.8718 | 0.9337 |
|
| 55 |
+
| No log | 0.6667 | 8 | 0.8615 | -0.0483 | 0.8615 | 0.9282 |
|
| 56 |
+
| No log | 0.8333 | 10 | 0.7831 | 0.1313 | 0.7831 | 0.8849 |
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| 57 |
+
| No log | 1.0 | 12 | 0.7177 | 0.0889 | 0.7177 | 0.8472 |
|
| 58 |
+
| No log | 1.1667 | 14 | 0.8447 | 0.2435 | 0.8447 | 0.9191 |
|
| 59 |
+
| No log | 1.3333 | 16 | 0.9153 | 0.2702 | 0.9153 | 0.9567 |
|
| 60 |
+
| No log | 1.5 | 18 | 1.0602 | 0.1737 | 1.0602 | 1.0297 |
|
| 61 |
+
| No log | 1.6667 | 20 | 0.7519 | 0.4246 | 0.7519 | 0.8671 |
|
| 62 |
+
| No log | 1.8333 | 22 | 0.5493 | 0.3745 | 0.5493 | 0.7411 |
|
| 63 |
+
| No log | 2.0 | 24 | 0.5618 | 0.4158 | 0.5618 | 0.7496 |
|
| 64 |
+
| No log | 2.1667 | 26 | 0.5797 | 0.3996 | 0.5797 | 0.7614 |
|
| 65 |
+
| No log | 2.3333 | 28 | 0.5338 | 0.4614 | 0.5338 | 0.7306 |
|
| 66 |
+
| No log | 2.5 | 30 | 0.5257 | 0.4384 | 0.5257 | 0.7251 |
|
| 67 |
+
| No log | 2.6667 | 32 | 0.6413 | 0.5171 | 0.6413 | 0.8008 |
|
| 68 |
+
| No log | 2.8333 | 34 | 0.5914 | 0.4756 | 0.5914 | 0.7690 |
|
| 69 |
+
| No log | 3.0 | 36 | 0.5618 | 0.4979 | 0.5618 | 0.7496 |
|
| 70 |
+
| No log | 3.1667 | 38 | 0.5462 | 0.5195 | 0.5462 | 0.7391 |
|
| 71 |
+
| No log | 3.3333 | 40 | 0.5712 | 0.5195 | 0.5712 | 0.7558 |
|
| 72 |
+
| No log | 3.5 | 42 | 0.5502 | 0.5357 | 0.5502 | 0.7418 |
|
| 73 |
+
| No log | 3.6667 | 44 | 0.6169 | 0.4807 | 0.6169 | 0.7854 |
|
| 74 |
+
| No log | 3.8333 | 46 | 0.8249 | 0.4260 | 0.8249 | 0.9083 |
|
| 75 |
+
| No log | 4.0 | 48 | 0.7295 | 0.4444 | 0.7295 | 0.8541 |
|
| 76 |
+
| No log | 4.1667 | 50 | 0.5392 | 0.5406 | 0.5392 | 0.7343 |
|
| 77 |
+
| No log | 4.3333 | 52 | 0.5370 | 0.5015 | 0.5370 | 0.7328 |
|
| 78 |
+
| No log | 4.5 | 54 | 0.5520 | 0.4920 | 0.5520 | 0.7430 |
|
| 79 |
+
| No log | 4.6667 | 56 | 0.5263 | 0.5561 | 0.5263 | 0.7255 |
|
| 80 |
+
| No log | 4.8333 | 58 | 0.6657 | 0.4961 | 0.6657 | 0.8159 |
|
| 81 |
+
| No log | 5.0 | 60 | 0.7027 | 0.4906 | 0.7027 | 0.8383 |
|
| 82 |
+
| No log | 5.1667 | 62 | 0.6820 | 0.4906 | 0.6820 | 0.8259 |
|
| 83 |
+
| No log | 5.3333 | 64 | 0.5220 | 0.5697 | 0.5220 | 0.7225 |
|
| 84 |
+
| No log | 5.5 | 66 | 0.5394 | 0.4923 | 0.5394 | 0.7344 |
|
| 85 |
+
| No log | 5.6667 | 68 | 0.5961 | 0.5330 | 0.5961 | 0.7721 |
|
| 86 |
+
| No log | 5.8333 | 70 | 0.5405 | 0.5823 | 0.5405 | 0.7352 |
|
| 87 |
+
| No log | 6.0 | 72 | 0.5448 | 0.6130 | 0.5448 | 0.7381 |
|
| 88 |
+
| No log | 6.1667 | 74 | 0.5389 | 0.5024 | 0.5389 | 0.7341 |
|
| 89 |
+
| No log | 6.3333 | 76 | 0.5292 | 0.4901 | 0.5292 | 0.7275 |
|
| 90 |
+
| No log | 6.5 | 78 | 0.5634 | 0.5908 | 0.5634 | 0.7506 |
|
| 91 |
+
| No log | 6.6667 | 80 | 0.4995 | 0.4904 | 0.4995 | 0.7068 |
|
| 92 |
+
| No log | 6.8333 | 82 | 0.4983 | 0.5965 | 0.4983 | 0.7059 |
|
| 93 |
+
| No log | 7.0 | 84 | 0.4749 | 0.5882 | 0.4749 | 0.6891 |
|
| 94 |
+
| No log | 7.1667 | 86 | 0.5067 | 0.5932 | 0.5067 | 0.7118 |
|
| 95 |
+
| No log | 7.3333 | 88 | 0.7851 | 0.4815 | 0.7851 | 0.8860 |
|
| 96 |
+
| No log | 7.5 | 90 | 0.7856 | 0.4993 | 0.7856 | 0.8864 |
|
| 97 |
+
| No log | 7.6667 | 92 | 0.5632 | 0.5874 | 0.5632 | 0.7505 |
|
| 98 |
+
| No log | 7.8333 | 94 | 0.4890 | 0.6307 | 0.4890 | 0.6993 |
|
| 99 |
+
| No log | 8.0 | 96 | 0.4868 | 0.5742 | 0.4868 | 0.6977 |
|
| 100 |
+
| No log | 8.1667 | 98 | 0.5075 | 0.5654 | 0.5075 | 0.7124 |
|
| 101 |
+
| No log | 8.3333 | 100 | 0.6534 | 0.5595 | 0.6534 | 0.8083 |
|
| 102 |
+
| No log | 8.5 | 102 | 0.6808 | 0.5408 | 0.6808 | 0.8251 |
|
| 103 |
+
| No log | 8.6667 | 104 | 0.5376 | 0.5765 | 0.5376 | 0.7332 |
|
| 104 |
+
| No log | 8.8333 | 106 | 0.4917 | 0.5617 | 0.4917 | 0.7012 |
|
| 105 |
+
| No log | 9.0 | 108 | 0.5678 | 0.5495 | 0.5678 | 0.7535 |
|
| 106 |
+
| No log | 9.1667 | 110 | 0.5031 | 0.5559 | 0.5031 | 0.7093 |
|
| 107 |
+
| No log | 9.3333 | 112 | 0.5725 | 0.5683 | 0.5725 | 0.7566 |
|
| 108 |
+
| No log | 9.5 | 114 | 0.6775 | 0.5266 | 0.6775 | 0.8231 |
|
| 109 |
+
| No log | 9.6667 | 116 | 0.6063 | 0.5683 | 0.6063 | 0.7787 |
|
| 110 |
+
| No log | 9.8333 | 118 | 0.5102 | 0.5413 | 0.5102 | 0.7143 |
|
| 111 |
+
| No log | 10.0 | 120 | 0.5376 | 0.5617 | 0.5376 | 0.7332 |
|
| 112 |
+
| No log | 10.1667 | 122 | 0.5191 | 0.6395 | 0.5191 | 0.7205 |
|
| 113 |
+
| No log | 10.3333 | 124 | 0.5045 | 0.4972 | 0.5045 | 0.7103 |
|
| 114 |
+
| No log | 10.5 | 126 | 0.5936 | 0.5298 | 0.5936 | 0.7705 |
|
| 115 |
+
| No log | 10.6667 | 128 | 0.6632 | 0.5200 | 0.6632 | 0.8144 |
|
| 116 |
+
| No log | 10.8333 | 130 | 0.6045 | 0.5378 | 0.6045 | 0.7775 |
|
| 117 |
+
| No log | 11.0 | 132 | 0.5067 | 0.4536 | 0.5067 | 0.7118 |
|
| 118 |
+
| No log | 11.1667 | 134 | 0.5103 | 0.5868 | 0.5103 | 0.7144 |
|
| 119 |
+
| No log | 11.3333 | 136 | 0.5105 | 0.5326 | 0.5105 | 0.7145 |
|
| 120 |
+
| No log | 11.5 | 138 | 0.5009 | 0.5440 | 0.5009 | 0.7078 |
|
| 121 |
+
| No log | 11.6667 | 140 | 0.5473 | 0.5265 | 0.5473 | 0.7398 |
|
| 122 |
+
| No log | 11.8333 | 142 | 0.5663 | 0.5666 | 0.5663 | 0.7525 |
|
| 123 |
+
| No log | 12.0 | 144 | 0.5096 | 0.5539 | 0.5096 | 0.7138 |
|
| 124 |
+
| No log | 12.1667 | 146 | 0.4889 | 0.5379 | 0.4889 | 0.6992 |
|
| 125 |
+
| No log | 12.3333 | 148 | 0.5018 | 0.5633 | 0.5018 | 0.7084 |
|
| 126 |
+
| No log | 12.5 | 150 | 0.4820 | 0.5533 | 0.4820 | 0.6943 |
|
| 127 |
+
| No log | 12.6667 | 152 | 0.4824 | 0.5604 | 0.4824 | 0.6945 |
|
| 128 |
+
| No log | 12.8333 | 154 | 0.5330 | 0.5486 | 0.5330 | 0.7300 |
|
| 129 |
+
| No log | 13.0 | 156 | 0.5875 | 0.5595 | 0.5875 | 0.7665 |
|
| 130 |
+
| No log | 13.1667 | 158 | 0.5877 | 0.5393 | 0.5877 | 0.7666 |
|
| 131 |
+
| No log | 13.3333 | 160 | 0.4954 | 0.5841 | 0.4954 | 0.7039 |
|
| 132 |
+
| No log | 13.5 | 162 | 0.4481 | 0.5815 | 0.4481 | 0.6694 |
|
| 133 |
+
| No log | 13.6667 | 164 | 0.4591 | 0.5974 | 0.4591 | 0.6776 |
|
| 134 |
+
| No log | 13.8333 | 166 | 0.4762 | 0.6518 | 0.4762 | 0.6901 |
|
| 135 |
+
| No log | 14.0 | 168 | 0.4586 | 0.6716 | 0.4586 | 0.6772 |
|
| 136 |
+
| No log | 14.1667 | 170 | 0.4692 | 0.5767 | 0.4692 | 0.6850 |
|
| 137 |
+
| No log | 14.3333 | 172 | 0.4634 | 0.5840 | 0.4634 | 0.6807 |
|
| 138 |
+
| No log | 14.5 | 174 | 0.4453 | 0.6739 | 0.4453 | 0.6673 |
|
| 139 |
+
| No log | 14.6667 | 176 | 0.4486 | 0.7053 | 0.4486 | 0.6698 |
|
| 140 |
+
| No log | 14.8333 | 178 | 0.4373 | 0.6839 | 0.4373 | 0.6613 |
|
| 141 |
+
| No log | 15.0 | 180 | 0.4925 | 0.5567 | 0.4925 | 0.7017 |
|
| 142 |
+
| No log | 15.1667 | 182 | 0.5562 | 0.5595 | 0.5562 | 0.7458 |
|
| 143 |
+
| No log | 15.3333 | 184 | 0.6857 | 0.5093 | 0.6857 | 0.8281 |
|
| 144 |
+
| No log | 15.5 | 186 | 0.7068 | 0.5146 | 0.7068 | 0.8407 |
|
| 145 |
+
| No log | 15.6667 | 188 | 0.5838 | 0.6081 | 0.5838 | 0.7641 |
|
| 146 |
+
| No log | 15.8333 | 190 | 0.5012 | 0.6198 | 0.5012 | 0.7080 |
|
| 147 |
+
| No log | 16.0 | 192 | 0.5635 | 0.6237 | 0.5635 | 0.7506 |
|
| 148 |
+
| No log | 16.1667 | 194 | 0.5821 | 0.5562 | 0.5821 | 0.7630 |
|
| 149 |
+
| No log | 16.3333 | 196 | 0.5132 | 0.5457 | 0.5132 | 0.7163 |
|
| 150 |
+
| No log | 16.5 | 198 | 0.4828 | 0.5662 | 0.4828 | 0.6948 |
|
| 151 |
+
| No log | 16.6667 | 200 | 0.5140 | 0.6118 | 0.5140 | 0.7169 |
|
| 152 |
+
| No log | 16.8333 | 202 | 0.5379 | 0.5596 | 0.5379 | 0.7334 |
|
| 153 |
+
| No log | 17.0 | 204 | 0.5083 | 0.5756 | 0.5083 | 0.7130 |
|
| 154 |
+
| No log | 17.1667 | 206 | 0.4918 | 0.6307 | 0.4918 | 0.7013 |
|
| 155 |
+
| No log | 17.3333 | 208 | 0.5050 | 0.6314 | 0.5050 | 0.7106 |
|
| 156 |
+
| No log | 17.5 | 210 | 0.5291 | 0.6074 | 0.5291 | 0.7274 |
|
| 157 |
+
| No log | 17.6667 | 212 | 0.5438 | 0.6070 | 0.5438 | 0.7375 |
|
| 158 |
+
| No log | 17.8333 | 214 | 0.5160 | 0.5953 | 0.5160 | 0.7183 |
|
| 159 |
+
| No log | 18.0 | 216 | 0.4724 | 0.6006 | 0.4724 | 0.6873 |
|
| 160 |
+
| No log | 18.1667 | 218 | 0.4623 | 0.5974 | 0.4623 | 0.6799 |
|
| 161 |
+
| No log | 18.3333 | 220 | 0.4621 | 0.5951 | 0.4621 | 0.6798 |
|
| 162 |
+
| No log | 18.5 | 222 | 0.4480 | 0.5902 | 0.4480 | 0.6693 |
|
| 163 |
+
| No log | 18.6667 | 224 | 0.4655 | 0.5751 | 0.4655 | 0.6823 |
|
| 164 |
+
| No log | 18.8333 | 226 | 0.5566 | 0.6104 | 0.5566 | 0.7461 |
|
| 165 |
+
| No log | 19.0 | 228 | 0.5943 | 0.5735 | 0.5943 | 0.7709 |
|
| 166 |
+
| No log | 19.1667 | 230 | 0.5433 | 0.6104 | 0.5433 | 0.7371 |
|
| 167 |
+
| No log | 19.3333 | 232 | 0.4723 | 0.5554 | 0.4723 | 0.6872 |
|
| 168 |
+
| No log | 19.5 | 234 | 0.4777 | 0.5840 | 0.4777 | 0.6911 |
|
| 169 |
+
| No log | 19.6667 | 236 | 0.5100 | 0.6690 | 0.5100 | 0.7141 |
|
| 170 |
+
| No log | 19.8333 | 238 | 0.4954 | 0.6282 | 0.4954 | 0.7038 |
|
| 171 |
+
| No log | 20.0 | 240 | 0.4743 | 0.5866 | 0.4743 | 0.6887 |
|
| 172 |
+
| No log | 20.1667 | 242 | 0.4738 | 0.5812 | 0.4738 | 0.6884 |
|
| 173 |
+
| No log | 20.3333 | 244 | 0.4693 | 0.5596 | 0.4693 | 0.6850 |
|
| 174 |
+
| No log | 20.5 | 246 | 0.4898 | 0.5607 | 0.4898 | 0.6999 |
|
| 175 |
+
| No log | 20.6667 | 248 | 0.5096 | 0.5692 | 0.5096 | 0.7139 |
|
| 176 |
+
| No log | 20.8333 | 250 | 0.5078 | 0.5352 | 0.5078 | 0.7126 |
|
| 177 |
+
| No log | 21.0 | 252 | 0.4878 | 0.5522 | 0.4878 | 0.6984 |
|
| 178 |
+
| No log | 21.1667 | 254 | 0.4673 | 0.5114 | 0.4673 | 0.6836 |
|
| 179 |
+
| No log | 21.3333 | 256 | 0.4602 | 0.5665 | 0.4602 | 0.6784 |
|
| 180 |
+
| No log | 21.5 | 258 | 0.4526 | 0.5522 | 0.4526 | 0.6727 |
|
| 181 |
+
| No log | 21.6667 | 260 | 0.4844 | 0.5932 | 0.4844 | 0.6960 |
|
| 182 |
+
| No log | 21.8333 | 262 | 0.4923 | 0.5974 | 0.4923 | 0.7016 |
|
| 183 |
+
| No log | 22.0 | 264 | 0.4852 | 0.6254 | 0.4852 | 0.6966 |
|
| 184 |
+
| No log | 22.1667 | 266 | 0.5069 | 0.5745 | 0.5069 | 0.7119 |
|
| 185 |
+
| No log | 22.3333 | 268 | 0.4970 | 0.5786 | 0.4970 | 0.7050 |
|
| 186 |
+
| No log | 22.5 | 270 | 0.4616 | 0.5937 | 0.4616 | 0.6794 |
|
| 187 |
+
| No log | 22.6667 | 272 | 0.4682 | 0.4924 | 0.4682 | 0.6842 |
|
| 188 |
+
| No log | 22.8333 | 274 | 0.4903 | 0.4538 | 0.4903 | 0.7002 |
|
| 189 |
+
| No log | 23.0 | 276 | 0.4817 | 0.4634 | 0.4817 | 0.6940 |
|
| 190 |
+
| No log | 23.1667 | 278 | 0.4714 | 0.4825 | 0.4714 | 0.6866 |
|
| 191 |
+
| No log | 23.3333 | 280 | 0.4492 | 0.5286 | 0.4492 | 0.6702 |
|
| 192 |
+
| No log | 23.5 | 282 | 0.4645 | 0.5841 | 0.4645 | 0.6815 |
|
| 193 |
+
| No log | 23.6667 | 284 | 0.4808 | 0.6257 | 0.4808 | 0.6934 |
|
| 194 |
+
| No log | 23.8333 | 286 | 0.4753 | 0.6340 | 0.4753 | 0.6894 |
|
| 195 |
+
| No log | 24.0 | 288 | 0.4774 | 0.6340 | 0.4774 | 0.6909 |
|
| 196 |
+
| No log | 24.1667 | 290 | 0.4812 | 0.5979 | 0.4812 | 0.6937 |
|
| 197 |
+
| No log | 24.3333 | 292 | 0.4908 | 0.5809 | 0.4908 | 0.7005 |
|
| 198 |
+
| No log | 24.5 | 294 | 0.4890 | 0.6289 | 0.4890 | 0.6993 |
|
| 199 |
+
| No log | 24.6667 | 296 | 0.4722 | 0.6158 | 0.4722 | 0.6872 |
|
| 200 |
+
| No log | 24.8333 | 298 | 0.4831 | 0.6195 | 0.4831 | 0.6950 |
|
| 201 |
+
| No log | 25.0 | 300 | 0.4727 | 0.6345 | 0.4727 | 0.6875 |
|
| 202 |
+
| No log | 25.1667 | 302 | 0.4988 | 0.5599 | 0.4988 | 0.7063 |
|
| 203 |
+
| No log | 25.3333 | 304 | 0.5063 | 0.5400 | 0.5063 | 0.7115 |
|
| 204 |
+
| No log | 25.5 | 306 | 0.4797 | 0.5527 | 0.4797 | 0.6926 |
|
| 205 |
+
| No log | 25.6667 | 308 | 0.4567 | 0.5114 | 0.4567 | 0.6758 |
|
| 206 |
+
| No log | 25.8333 | 310 | 0.4664 | 0.5267 | 0.4664 | 0.6829 |
|
| 207 |
+
| No log | 26.0 | 312 | 0.4713 | 0.5305 | 0.4713 | 0.6865 |
|
| 208 |
+
| No log | 26.1667 | 314 | 0.4952 | 0.5960 | 0.4952 | 0.7037 |
|
| 209 |
+
| No log | 26.3333 | 316 | 0.5123 | 0.6333 | 0.5123 | 0.7158 |
|
| 210 |
+
| No log | 26.5 | 318 | 0.5085 | 0.6484 | 0.5085 | 0.7131 |
|
| 211 |
+
| No log | 26.6667 | 320 | 0.5142 | 0.6657 | 0.5142 | 0.7171 |
|
| 212 |
+
| No log | 26.8333 | 322 | 0.5174 | 0.6484 | 0.5174 | 0.7193 |
|
| 213 |
+
| No log | 27.0 | 324 | 0.5153 | 0.6040 | 0.5153 | 0.7179 |
|
| 214 |
+
| No log | 27.1667 | 326 | 0.5514 | 0.5942 | 0.5514 | 0.7426 |
|
| 215 |
+
| No log | 27.3333 | 328 | 0.6137 | 0.5521 | 0.6137 | 0.7834 |
|
| 216 |
+
| No log | 27.5 | 330 | 0.6145 | 0.5208 | 0.6145 | 0.7839 |
|
| 217 |
+
| No log | 27.6667 | 332 | 0.5887 | 0.5111 | 0.5887 | 0.7673 |
|
| 218 |
+
| No log | 27.8333 | 334 | 0.5088 | 0.5687 | 0.5088 | 0.7133 |
|
| 219 |
+
| No log | 28.0 | 336 | 0.4745 | 0.5951 | 0.4745 | 0.6888 |
|
| 220 |
+
| No log | 28.1667 | 338 | 0.4699 | 0.5714 | 0.4699 | 0.6855 |
|
| 221 |
+
| No log | 28.3333 | 340 | 0.4661 | 0.6092 | 0.4661 | 0.6827 |
|
| 222 |
+
| No log | 28.5 | 342 | 0.4680 | 0.5889 | 0.4680 | 0.6841 |
|
| 223 |
+
| No log | 28.6667 | 344 | 0.4687 | 0.6001 | 0.4687 | 0.6846 |
|
| 224 |
+
| No log | 28.8333 | 346 | 0.4817 | 0.6709 | 0.4817 | 0.6940 |
|
| 225 |
+
| No log | 29.0 | 348 | 0.4879 | 0.6631 | 0.4879 | 0.6985 |
|
| 226 |
+
| No log | 29.1667 | 350 | 0.4979 | 0.6361 | 0.4979 | 0.7056 |
|
| 227 |
+
| No log | 29.3333 | 352 | 0.4894 | 0.6526 | 0.4894 | 0.6996 |
|
| 228 |
+
| No log | 29.5 | 354 | 0.4741 | 0.6127 | 0.4741 | 0.6886 |
|
| 229 |
+
| No log | 29.6667 | 356 | 0.4679 | 0.5538 | 0.4679 | 0.6840 |
|
| 230 |
+
| No log | 29.8333 | 358 | 0.4755 | 0.5539 | 0.4755 | 0.6896 |
|
| 231 |
+
| No log | 30.0 | 360 | 0.4939 | 0.5404 | 0.4939 | 0.7027 |
|
| 232 |
+
| No log | 30.1667 | 362 | 0.5404 | 0.5499 | 0.5404 | 0.7351 |
|
| 233 |
+
| No log | 30.3333 | 364 | 0.5608 | 0.4845 | 0.5608 | 0.7489 |
|
| 234 |
+
| No log | 30.5 | 366 | 0.5286 | 0.5157 | 0.5286 | 0.7271 |
|
| 235 |
+
| No log | 30.6667 | 368 | 0.4972 | 0.5190 | 0.4972 | 0.7051 |
|
| 236 |
+
| No log | 30.8333 | 370 | 0.4928 | 0.5190 | 0.4928 | 0.7020 |
|
| 237 |
+
| No log | 31.0 | 372 | 0.4915 | 0.5715 | 0.4915 | 0.7011 |
|
| 238 |
+
| No log | 31.1667 | 374 | 0.4847 | 0.5910 | 0.4847 | 0.6962 |
|
| 239 |
+
| No log | 31.3333 | 376 | 0.4834 | 0.5840 | 0.4834 | 0.6953 |
|
| 240 |
+
| No log | 31.5 | 378 | 0.4828 | 0.5902 | 0.4828 | 0.6948 |
|
| 241 |
+
| No log | 31.6667 | 380 | 0.4806 | 0.5902 | 0.4806 | 0.6933 |
|
| 242 |
+
| No log | 31.8333 | 382 | 0.4704 | 0.5982 | 0.4704 | 0.6859 |
|
| 243 |
+
| No log | 32.0 | 384 | 0.4582 | 0.5669 | 0.4582 | 0.6769 |
|
| 244 |
+
| No log | 32.1667 | 386 | 0.4520 | 0.5555 | 0.4520 | 0.6723 |
|
| 245 |
+
| No log | 32.3333 | 388 | 0.4463 | 0.5538 | 0.4463 | 0.6680 |
|
| 246 |
+
| No log | 32.5 | 390 | 0.4430 | 0.5357 | 0.4430 | 0.6655 |
|
| 247 |
+
| No log | 32.6667 | 392 | 0.4457 | 0.5450 | 0.4457 | 0.6676 |
|
| 248 |
+
| No log | 32.8333 | 394 | 0.4577 | 0.5368 | 0.4577 | 0.6765 |
|
| 249 |
+
| No log | 33.0 | 396 | 0.4660 | 0.5578 | 0.4660 | 0.6826 |
|
| 250 |
+
| No log | 33.1667 | 398 | 0.4684 | 0.5368 | 0.4684 | 0.6844 |
|
| 251 |
+
| No log | 33.3333 | 400 | 0.4645 | 0.5217 | 0.4645 | 0.6815 |
|
| 252 |
+
| No log | 33.5 | 402 | 0.4598 | 0.5286 | 0.4598 | 0.6781 |
|
| 253 |
+
| No log | 33.6667 | 404 | 0.4573 | 0.5383 | 0.4573 | 0.6763 |
|
| 254 |
+
| No log | 33.8333 | 406 | 0.4610 | 0.5840 | 0.4610 | 0.6789 |
|
| 255 |
+
| No log | 34.0 | 408 | 0.4600 | 0.5705 | 0.4600 | 0.6782 |
|
| 256 |
+
| No log | 34.1667 | 410 | 0.4616 | 0.5621 | 0.4616 | 0.6794 |
|
| 257 |
+
| No log | 34.3333 | 412 | 0.4640 | 0.5810 | 0.4640 | 0.6812 |
|
| 258 |
+
| No log | 34.5 | 414 | 0.4597 | 0.5701 | 0.4597 | 0.6780 |
|
| 259 |
+
| No log | 34.6667 | 416 | 0.4600 | 0.5434 | 0.4600 | 0.6782 |
|
| 260 |
+
| No log | 34.8333 | 418 | 0.4607 | 0.5419 | 0.4607 | 0.6787 |
|
| 261 |
+
| No log | 35.0 | 420 | 0.4568 | 0.5572 | 0.4568 | 0.6759 |
|
| 262 |
+
| No log | 35.1667 | 422 | 0.4618 | 0.5867 | 0.4618 | 0.6796 |
|
| 263 |
+
| No log | 35.3333 | 424 | 0.4683 | 0.6333 | 0.4683 | 0.6843 |
|
| 264 |
+
| No log | 35.5 | 426 | 0.4785 | 0.6156 | 0.4785 | 0.6917 |
|
| 265 |
+
| No log | 35.6667 | 428 | 0.4918 | 0.6156 | 0.4918 | 0.7013 |
|
| 266 |
+
| No log | 35.8333 | 430 | 0.4797 | 0.6170 | 0.4797 | 0.6926 |
|
| 267 |
+
| No log | 36.0 | 432 | 0.4668 | 0.5753 | 0.4668 | 0.6833 |
|
| 268 |
+
| No log | 36.1667 | 434 | 0.4694 | 0.5853 | 0.4694 | 0.6851 |
|
| 269 |
+
| No log | 36.3333 | 436 | 0.4761 | 0.6028 | 0.4761 | 0.6900 |
|
| 270 |
+
| No log | 36.5 | 438 | 0.4710 | 0.5840 | 0.4710 | 0.6863 |
|
| 271 |
+
| No log | 36.6667 | 440 | 0.4707 | 0.5840 | 0.4707 | 0.6861 |
|
| 272 |
+
| No log | 36.8333 | 442 | 0.4812 | 0.5840 | 0.4812 | 0.6937 |
|
| 273 |
+
| No log | 37.0 | 444 | 0.4824 | 0.6028 | 0.4824 | 0.6945 |
|
| 274 |
+
| No log | 37.1667 | 446 | 0.4860 | 0.6013 | 0.4860 | 0.6972 |
|
| 275 |
+
| No log | 37.3333 | 448 | 0.4976 | 0.6287 | 0.4976 | 0.7054 |
|
| 276 |
+
| No log | 37.5 | 450 | 0.5130 | 0.6137 | 0.5130 | 0.7163 |
|
| 277 |
+
| No log | 37.6667 | 452 | 0.4984 | 0.5941 | 0.4984 | 0.7060 |
|
| 278 |
+
| No log | 37.8333 | 454 | 0.4662 | 0.5628 | 0.4662 | 0.6828 |
|
| 279 |
+
| No log | 38.0 | 456 | 0.4529 | 0.5769 | 0.4529 | 0.6730 |
|
| 280 |
+
| No log | 38.1667 | 458 | 0.4466 | 0.5674 | 0.4466 | 0.6683 |
|
| 281 |
+
| No log | 38.3333 | 460 | 0.4420 | 0.5594 | 0.4420 | 0.6649 |
|
| 282 |
+
| No log | 38.5 | 462 | 0.4379 | 0.5707 | 0.4379 | 0.6617 |
|
| 283 |
+
| No log | 38.6667 | 464 | 0.4494 | 0.5841 | 0.4494 | 0.6704 |
|
| 284 |
+
| No log | 38.8333 | 466 | 0.4632 | 0.6169 | 0.4632 | 0.6806 |
|
| 285 |
+
| No log | 39.0 | 468 | 0.4599 | 0.6169 | 0.4599 | 0.6781 |
|
| 286 |
+
| No log | 39.1667 | 470 | 0.4552 | 0.6248 | 0.4552 | 0.6747 |
|
| 287 |
+
| No log | 39.3333 | 472 | 0.4546 | 0.6349 | 0.4546 | 0.6742 |
|
| 288 |
+
| No log | 39.5 | 474 | 0.4498 | 0.6156 | 0.4498 | 0.6707 |
|
| 289 |
+
| No log | 39.6667 | 476 | 0.4604 | 0.6349 | 0.4604 | 0.6785 |
|
| 290 |
+
| No log | 39.8333 | 478 | 0.4599 | 0.6156 | 0.4599 | 0.6782 |
|
| 291 |
+
| No log | 40.0 | 480 | 0.4479 | 0.5956 | 0.4479 | 0.6693 |
|
| 292 |
+
| No log | 40.1667 | 482 | 0.4437 | 0.5578 | 0.4437 | 0.6661 |
|
| 293 |
+
| No log | 40.3333 | 484 | 0.4416 | 0.5797 | 0.4416 | 0.6645 |
|
| 294 |
+
| No log | 40.5 | 486 | 0.4420 | 0.5866 | 0.4420 | 0.6648 |
|
| 295 |
+
| No log | 40.6667 | 488 | 0.4417 | 0.5915 | 0.4417 | 0.6646 |
|
| 296 |
+
| No log | 40.8333 | 490 | 0.4579 | 0.5918 | 0.4579 | 0.6766 |
|
| 297 |
+
| No log | 41.0 | 492 | 0.4746 | 0.5918 | 0.4746 | 0.6889 |
|
| 298 |
+
| No log | 41.1667 | 494 | 0.4645 | 0.5918 | 0.4645 | 0.6815 |
|
| 299 |
+
| No log | 41.3333 | 496 | 0.4429 | 0.5213 | 0.4429 | 0.6655 |
|
| 300 |
+
| No log | 41.5 | 498 | 0.4455 | 0.5719 | 0.4455 | 0.6675 |
|
| 301 |
+
| 0.2345 | 41.6667 | 500 | 0.4652 | 0.6599 | 0.4652 | 0.6821 |
|
| 302 |
+
| 0.2345 | 41.8333 | 502 | 0.4575 | 0.6438 | 0.4575 | 0.6764 |
|
| 303 |
+
| 0.2345 | 42.0 | 504 | 0.4488 | 0.5742 | 0.4488 | 0.6699 |
|
| 304 |
+
| 0.2345 | 42.1667 | 506 | 0.4536 | 0.5731 | 0.4536 | 0.6735 |
|
| 305 |
+
| 0.2345 | 42.3333 | 508 | 0.4614 | 0.6059 | 0.4614 | 0.6793 |
|
| 306 |
+
| 0.2345 | 42.5 | 510 | 0.4544 | 0.6133 | 0.4544 | 0.6741 |
|
| 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 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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:bef723077795b1d6bd7799bcd020189b554aa64e57cea36c232705191425cadb
|
| 3 |
+
size 540799996
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ec6592120bbcd74a181aad7e16e737e4a45a00269d12402e7aa1221a21e381f0
|
| 3 |
+
size 5240
|