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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+
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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 1.2748
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| 19 |
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- Qwk: 0.1814
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| 20 |
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- Mse: 1.2748
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- Rmse: 1.1291
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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 | 0.0690 | 2 | 4.1617 | -0.0087 | 4.1617 | 2.0400 |
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| 53 |
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| No log | 0.1379 | 4 | 2.4733 | -0.0631 | 2.4733 | 1.5727 |
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| 54 |
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| No log | 0.2069 | 6 | 1.8521 | -0.0243 | 1.8521 | 1.3609 |
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| 55 |
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| No log | 0.2759 | 8 | 1.8345 | -0.0204 | 1.8345 | 1.3544 |
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| 56 |
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| No log | 0.3448 | 10 | 1.2503 | 0.1067 | 1.2503 | 1.1182 |
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| 57 |
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| No log | 0.4138 | 12 | 1.1867 | 0.1493 | 1.1867 | 1.0893 |
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| 58 |
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| No log | 0.4828 | 14 | 1.5459 | 0.1112 | 1.5459 | 1.2433 |
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| 59 |
+
| No log | 0.5517 | 16 | 2.2597 | 0.0611 | 2.2597 | 1.5032 |
|
| 60 |
+
| No log | 0.6207 | 18 | 1.6027 | 0.1635 | 1.6027 | 1.2660 |
|
| 61 |
+
| No log | 0.6897 | 20 | 1.4661 | 0.1479 | 1.4661 | 1.2108 |
|
| 62 |
+
| No log | 0.7586 | 22 | 1.5897 | 0.1372 | 1.5897 | 1.2609 |
|
| 63 |
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| No log | 0.8276 | 24 | 1.3221 | 0.1725 | 1.3221 | 1.1498 |
|
| 64 |
+
| No log | 0.8966 | 26 | 1.0018 | 0.3428 | 1.0018 | 1.0009 |
|
| 65 |
+
| No log | 0.9655 | 28 | 0.9384 | 0.2787 | 0.9384 | 0.9687 |
|
| 66 |
+
| No log | 1.0345 | 30 | 0.9573 | 0.2935 | 0.9573 | 0.9784 |
|
| 67 |
+
| No log | 1.1034 | 32 | 1.0388 | 0.2880 | 1.0388 | 1.0192 |
|
| 68 |
+
| No log | 1.1724 | 34 | 1.0011 | 0.2880 | 1.0011 | 1.0005 |
|
| 69 |
+
| No log | 1.2414 | 36 | 0.9356 | 0.2316 | 0.9356 | 0.9673 |
|
| 70 |
+
| No log | 1.3103 | 38 | 0.9563 | 0.2035 | 0.9563 | 0.9779 |
|
| 71 |
+
| No log | 1.3793 | 40 | 0.9670 | 0.1834 | 0.9670 | 0.9834 |
|
| 72 |
+
| No log | 1.4483 | 42 | 0.9654 | 0.1667 | 0.9654 | 0.9825 |
|
| 73 |
+
| No log | 1.5172 | 44 | 0.9870 | 0.1978 | 0.9870 | 0.9935 |
|
| 74 |
+
| No log | 1.5862 | 46 | 1.0019 | 0.2268 | 1.0019 | 1.0009 |
|
| 75 |
+
| No log | 1.6552 | 48 | 1.0418 | 0.2049 | 1.0418 | 1.0207 |
|
| 76 |
+
| No log | 1.7241 | 50 | 1.0573 | 0.2049 | 1.0573 | 1.0283 |
|
| 77 |
+
| No log | 1.7931 | 52 | 0.9924 | 0.1740 | 0.9924 | 0.9962 |
|
| 78 |
+
| No log | 1.8621 | 54 | 1.0909 | 0.2155 | 1.0909 | 1.0445 |
|
| 79 |
+
| No log | 1.9310 | 56 | 1.1357 | 0.1724 | 1.1357 | 1.0657 |
|
| 80 |
+
| No log | 2.0 | 58 | 1.0854 | 0.1294 | 1.0854 | 1.0418 |
|
| 81 |
+
| No log | 2.0690 | 60 | 0.9396 | 0.2416 | 0.9396 | 0.9693 |
|
| 82 |
+
| No log | 2.1379 | 62 | 0.9321 | 0.3583 | 0.9321 | 0.9655 |
|
| 83 |
+
| No log | 2.2069 | 64 | 0.9292 | 0.2288 | 0.9292 | 0.9640 |
|
| 84 |
+
| No log | 2.2759 | 66 | 1.0003 | 0.1873 | 1.0003 | 1.0002 |
|
| 85 |
+
| No log | 2.3448 | 68 | 1.0384 | 0.2864 | 1.0384 | 1.0190 |
|
| 86 |
+
| No log | 2.4138 | 70 | 0.9296 | 0.3956 | 0.9296 | 0.9642 |
|
| 87 |
+
| No log | 2.4828 | 72 | 0.9582 | 0.4085 | 0.9582 | 0.9789 |
|
| 88 |
+
| No log | 2.5517 | 74 | 1.1529 | 0.2857 | 1.1529 | 1.0737 |
|
| 89 |
+
| No log | 2.6207 | 76 | 1.4132 | 0.0390 | 1.4132 | 1.1888 |
|
| 90 |
+
| No log | 2.6897 | 78 | 1.3929 | 0.0760 | 1.3929 | 1.1802 |
|
| 91 |
+
| No log | 2.7586 | 80 | 1.1928 | 0.1724 | 1.1928 | 1.0922 |
|
| 92 |
+
| No log | 2.8276 | 82 | 1.0958 | 0.2100 | 1.0958 | 1.0468 |
|
| 93 |
+
| No log | 2.8966 | 84 | 1.1482 | 0.2076 | 1.1482 | 1.0715 |
|
| 94 |
+
| No log | 2.9655 | 86 | 1.2613 | 0.1316 | 1.2613 | 1.1231 |
|
| 95 |
+
| No log | 3.0345 | 88 | 1.2372 | 0.2229 | 1.2372 | 1.1123 |
|
| 96 |
+
| No log | 3.1034 | 90 | 1.0964 | 0.2877 | 1.0964 | 1.0471 |
|
| 97 |
+
| No log | 3.1724 | 92 | 1.0474 | 0.2593 | 1.0474 | 1.0234 |
|
| 98 |
+
| No log | 3.2414 | 94 | 1.2548 | 0.2837 | 1.2548 | 1.1202 |
|
| 99 |
+
| No log | 3.3103 | 96 | 1.5255 | 0.2474 | 1.5255 | 1.2351 |
|
| 100 |
+
| No log | 3.3793 | 98 | 1.4892 | 0.2677 | 1.4892 | 1.2203 |
|
| 101 |
+
| No log | 3.4483 | 100 | 1.1890 | 0.3578 | 1.1890 | 1.0904 |
|
| 102 |
+
| No log | 3.5172 | 102 | 1.0887 | 0.2857 | 1.0887 | 1.0434 |
|
| 103 |
+
| No log | 3.5862 | 104 | 1.2155 | 0.2614 | 1.2155 | 1.1025 |
|
| 104 |
+
| No log | 3.6552 | 106 | 1.3381 | 0.0864 | 1.3381 | 1.1567 |
|
| 105 |
+
| No log | 3.7241 | 108 | 1.2510 | 0.2661 | 1.2510 | 1.1185 |
|
| 106 |
+
| No log | 3.7931 | 110 | 1.1221 | 0.3578 | 1.1221 | 1.0593 |
|
| 107 |
+
| No log | 3.8621 | 112 | 1.2909 | 0.3037 | 1.2909 | 1.1362 |
|
| 108 |
+
| No log | 3.9310 | 114 | 1.3873 | 0.2339 | 1.3873 | 1.1778 |
|
| 109 |
+
| No log | 4.0 | 116 | 1.2529 | 0.3261 | 1.2529 | 1.1193 |
|
| 110 |
+
| No log | 4.0690 | 118 | 1.1701 | 0.3355 | 1.1701 | 1.0817 |
|
| 111 |
+
| No log | 4.1379 | 120 | 1.0896 | 0.3470 | 1.0896 | 1.0438 |
|
| 112 |
+
| No log | 4.2069 | 122 | 1.1885 | 0.2640 | 1.1885 | 1.0902 |
|
| 113 |
+
| No log | 4.2759 | 124 | 1.2054 | 0.1434 | 1.2054 | 1.0979 |
|
| 114 |
+
| No log | 4.3448 | 126 | 1.1051 | 0.1797 | 1.1051 | 1.0512 |
|
| 115 |
+
| No log | 4.4138 | 128 | 1.0471 | 0.1797 | 1.0471 | 1.0233 |
|
| 116 |
+
| No log | 4.4828 | 130 | 0.9888 | 0.1944 | 0.9888 | 0.9944 |
|
| 117 |
+
| No log | 4.5517 | 132 | 1.0398 | 0.2886 | 1.0398 | 1.0197 |
|
| 118 |
+
| No log | 4.6207 | 134 | 0.9971 | 0.3721 | 0.9971 | 0.9986 |
|
| 119 |
+
| No log | 4.6897 | 136 | 1.0772 | 0.4211 | 1.0772 | 1.0379 |
|
| 120 |
+
| No log | 4.7586 | 138 | 1.3478 | 0.3750 | 1.3478 | 1.1609 |
|
| 121 |
+
| No log | 4.8276 | 140 | 1.2756 | 0.4036 | 1.2756 | 1.1294 |
|
| 122 |
+
| No log | 4.8966 | 142 | 1.3111 | 0.4023 | 1.3111 | 1.1450 |
|
| 123 |
+
| No log | 4.9655 | 144 | 1.4273 | 0.3437 | 1.4273 | 1.1947 |
|
| 124 |
+
| No log | 5.0345 | 146 | 1.5437 | 0.3165 | 1.5437 | 1.2425 |
|
| 125 |
+
| No log | 5.1034 | 148 | 1.3425 | 0.3784 | 1.3425 | 1.1586 |
|
| 126 |
+
| No log | 5.1724 | 150 | 1.3251 | 0.3981 | 1.3251 | 1.1511 |
|
| 127 |
+
| No log | 5.2414 | 152 | 1.4282 | 0.2837 | 1.4282 | 1.1951 |
|
| 128 |
+
| No log | 5.3103 | 154 | 1.3468 | 0.2795 | 1.3468 | 1.1605 |
|
| 129 |
+
| No log | 5.3793 | 156 | 1.1681 | 0.2614 | 1.1681 | 1.0808 |
|
| 130 |
+
| No log | 5.4483 | 158 | 1.1306 | 0.2614 | 1.1306 | 1.0633 |
|
| 131 |
+
| No log | 5.5172 | 160 | 1.1391 | 0.2614 | 1.1391 | 1.0673 |
|
| 132 |
+
| No log | 5.5862 | 162 | 1.0974 | 0.275 | 1.0974 | 1.0476 |
|
| 133 |
+
| No log | 5.6552 | 164 | 1.1062 | 0.3039 | 1.1062 | 1.0517 |
|
| 134 |
+
| No log | 5.7241 | 166 | 1.2327 | 0.3452 | 1.2327 | 1.1103 |
|
| 135 |
+
| No log | 5.7931 | 168 | 1.2445 | 0.3165 | 1.2445 | 1.1156 |
|
| 136 |
+
| No log | 5.8621 | 170 | 1.2530 | 0.3165 | 1.2530 | 1.1194 |
|
| 137 |
+
| No log | 5.9310 | 172 | 1.3407 | 0.1288 | 1.3407 | 1.1579 |
|
| 138 |
+
| No log | 6.0 | 174 | 1.3888 | 0.1288 | 1.3888 | 1.1785 |
|
| 139 |
+
| No log | 6.0690 | 176 | 1.3102 | 0.1886 | 1.3102 | 1.1446 |
|
| 140 |
+
| No log | 6.1379 | 178 | 1.2252 | 0.2341 | 1.2252 | 1.1069 |
|
| 141 |
+
| No log | 6.2069 | 180 | 1.2544 | 0.3199 | 1.2544 | 1.1200 |
|
| 142 |
+
| No log | 6.2759 | 182 | 1.4536 | 0.3172 | 1.4536 | 1.2057 |
|
| 143 |
+
| No log | 6.3448 | 184 | 1.5243 | 0.2915 | 1.5243 | 1.2346 |
|
| 144 |
+
| No log | 6.4138 | 186 | 1.4174 | 0.2795 | 1.4174 | 1.1905 |
|
| 145 |
+
| No log | 6.4828 | 188 | 1.2445 | 0.2592 | 1.2445 | 1.1156 |
|
| 146 |
+
| No log | 6.5517 | 190 | 1.0939 | 0.2284 | 1.0939 | 1.0459 |
|
| 147 |
+
| No log | 6.6207 | 192 | 1.1477 | 0.1622 | 1.1477 | 1.0713 |
|
| 148 |
+
| No log | 6.6897 | 194 | 1.2659 | 0.1202 | 1.2659 | 1.1251 |
|
| 149 |
+
| No log | 6.7586 | 196 | 1.2982 | 0.1202 | 1.2982 | 1.1394 |
|
| 150 |
+
| No log | 6.8276 | 198 | 1.2859 | 0.2885 | 1.2859 | 1.1340 |
|
| 151 |
+
| No log | 6.8966 | 200 | 1.3503 | 0.2260 | 1.3503 | 1.1620 |
|
| 152 |
+
| No log | 6.9655 | 202 | 1.3679 | 0.2260 | 1.3679 | 1.1696 |
|
| 153 |
+
| No log | 7.0345 | 204 | 1.3050 | 0.2089 | 1.3050 | 1.1424 |
|
| 154 |
+
| No log | 7.1034 | 206 | 1.2343 | 0.1379 | 1.2343 | 1.1110 |
|
| 155 |
+
| No log | 7.1724 | 208 | 1.1478 | 0.1407 | 1.1478 | 1.0714 |
|
| 156 |
+
| No log | 7.2414 | 210 | 1.1272 | 0.1379 | 1.1272 | 1.0617 |
|
| 157 |
+
| No log | 7.3103 | 212 | 1.1398 | 0.1259 | 1.1398 | 1.0676 |
|
| 158 |
+
| No log | 7.3793 | 214 | 1.2168 | 0.1379 | 1.2168 | 1.1031 |
|
| 159 |
+
| No log | 7.4483 | 216 | 1.2337 | 0.0961 | 1.2337 | 1.1107 |
|
| 160 |
+
| No log | 7.5172 | 218 | 1.2268 | 0.2966 | 1.2268 | 1.1076 |
|
| 161 |
+
| No log | 7.5862 | 220 | 1.1802 | 0.3163 | 1.1802 | 1.0864 |
|
| 162 |
+
| No log | 7.6552 | 222 | 1.2058 | 0.3268 | 1.2058 | 1.0981 |
|
| 163 |
+
| No log | 7.7241 | 224 | 1.1670 | 0.3040 | 1.1670 | 1.0803 |
|
| 164 |
+
| No log | 7.7931 | 226 | 1.0918 | 0.2870 | 1.0918 | 1.0449 |
|
| 165 |
+
| No log | 7.8621 | 228 | 1.1706 | 0.3091 | 1.1706 | 1.0820 |
|
| 166 |
+
| No log | 7.9310 | 230 | 1.2977 | 0.2772 | 1.2977 | 1.1392 |
|
| 167 |
+
| No log | 8.0 | 232 | 1.3057 | 0.3089 | 1.3057 | 1.1427 |
|
| 168 |
+
| No log | 8.0690 | 234 | 1.3289 | 0.2631 | 1.3289 | 1.1528 |
|
| 169 |
+
| No log | 8.1379 | 236 | 1.3191 | 0.2812 | 1.3191 | 1.1485 |
|
| 170 |
+
| No log | 8.2069 | 238 | 1.3774 | 0.2602 | 1.3774 | 1.1736 |
|
| 171 |
+
| No log | 8.2759 | 240 | 1.3857 | 0.2455 | 1.3857 | 1.1771 |
|
| 172 |
+
| No log | 8.3448 | 242 | 1.3842 | 0.2455 | 1.3842 | 1.1765 |
|
| 173 |
+
| No log | 8.4138 | 244 | 1.2534 | 0.2506 | 1.2534 | 1.1196 |
|
| 174 |
+
| No log | 8.4828 | 246 | 1.1604 | 0.1892 | 1.1604 | 1.0772 |
|
| 175 |
+
| No log | 8.5517 | 248 | 1.1900 | 0.1473 | 1.1900 | 1.0909 |
|
| 176 |
+
| No log | 8.6207 | 250 | 1.2116 | 0.1816 | 1.2116 | 1.1007 |
|
| 177 |
+
| No log | 8.6897 | 252 | 1.3790 | 0.2837 | 1.3790 | 1.1743 |
|
| 178 |
+
| No log | 8.7586 | 254 | 1.4722 | 0.2915 | 1.4722 | 1.2133 |
|
| 179 |
+
| No log | 8.8276 | 256 | 1.4327 | 0.2952 | 1.4327 | 1.1969 |
|
| 180 |
+
| No log | 8.8966 | 258 | 1.3007 | 0.2877 | 1.3007 | 1.1405 |
|
| 181 |
+
| No log | 8.9655 | 260 | 1.3481 | 0.3140 | 1.3481 | 1.1611 |
|
| 182 |
+
| No log | 9.0345 | 262 | 1.4238 | 0.3392 | 1.4238 | 1.1932 |
|
| 183 |
+
| No log | 9.1034 | 264 | 1.4506 | 0.3140 | 1.4506 | 1.2044 |
|
| 184 |
+
| No log | 9.1724 | 266 | 1.3664 | 0.2837 | 1.3664 | 1.1689 |
|
| 185 |
+
| No log | 9.2414 | 268 | 1.1707 | 0.2143 | 1.1707 | 1.0820 |
|
| 186 |
+
| No log | 9.3103 | 270 | 1.1182 | 0.2143 | 1.1182 | 1.0574 |
|
| 187 |
+
| No log | 9.3793 | 272 | 1.2620 | 0.3140 | 1.2620 | 1.1234 |
|
| 188 |
+
| No log | 9.4483 | 274 | 1.3807 | 0.3140 | 1.3807 | 1.1750 |
|
| 189 |
+
| No log | 9.5172 | 276 | 1.5583 | 0.3443 | 1.5583 | 1.2483 |
|
| 190 |
+
| No log | 9.5862 | 278 | 1.5889 | 0.2947 | 1.5889 | 1.2605 |
|
| 191 |
+
| No log | 9.6552 | 280 | 1.4450 | 0.3053 | 1.4450 | 1.2021 |
|
| 192 |
+
| No log | 9.7241 | 282 | 1.2669 | 0.3866 | 1.2669 | 1.1256 |
|
| 193 |
+
| No log | 9.7931 | 284 | 1.2143 | 0.3231 | 1.2143 | 1.1019 |
|
| 194 |
+
| No log | 9.8621 | 286 | 1.3174 | 0.2795 | 1.3174 | 1.1478 |
|
| 195 |
+
| No log | 9.9310 | 288 | 1.3965 | 0.2506 | 1.3965 | 1.1817 |
|
| 196 |
+
| No log | 10.0 | 290 | 1.3766 | 0.1288 | 1.3766 | 1.1733 |
|
| 197 |
+
| No log | 10.0690 | 292 | 1.2871 | 0.1202 | 1.2871 | 1.1345 |
|
| 198 |
+
| No log | 10.1379 | 294 | 1.1669 | 0.1202 | 1.1669 | 1.0802 |
|
| 199 |
+
| No log | 10.2069 | 296 | 1.0925 | 0.0888 | 1.0925 | 1.0452 |
|
| 200 |
+
| No log | 10.2759 | 298 | 1.1483 | 0.1622 | 1.1483 | 1.0716 |
|
| 201 |
+
| No log | 10.3448 | 300 | 1.2542 | 0.1886 | 1.2542 | 1.1199 |
|
| 202 |
+
| No log | 10.4138 | 302 | 1.3108 | 0.2795 | 1.3108 | 1.1449 |
|
| 203 |
+
| No log | 10.4828 | 304 | 1.3250 | 0.2795 | 1.3250 | 1.1511 |
|
| 204 |
+
| No log | 10.5517 | 306 | 1.2771 | 0.3231 | 1.2771 | 1.1301 |
|
| 205 |
+
| No log | 10.6207 | 308 | 1.3570 | 0.3140 | 1.3570 | 1.1649 |
|
| 206 |
+
| No log | 10.6897 | 310 | 1.4963 | 0.2795 | 1.4963 | 1.2232 |
|
| 207 |
+
| No log | 10.7586 | 312 | 1.5064 | 0.2795 | 1.5064 | 1.2274 |
|
| 208 |
+
| No log | 10.8276 | 314 | 1.3755 | 0.2506 | 1.3755 | 1.1728 |
|
| 209 |
+
| No log | 10.8966 | 316 | 1.2860 | 0.1202 | 1.2860 | 1.1340 |
|
| 210 |
+
| No log | 10.9655 | 318 | 1.2436 | 0.0710 | 1.2436 | 1.1152 |
|
| 211 |
+
| No log | 11.0345 | 320 | 1.3272 | 0.0710 | 1.3272 | 1.1520 |
|
| 212 |
+
| No log | 11.1034 | 322 | 1.4285 | 0.0710 | 1.4285 | 1.1952 |
|
| 213 |
+
| No log | 11.1724 | 324 | 1.4894 | 0.2506 | 1.4894 | 1.2204 |
|
| 214 |
+
| No log | 11.2414 | 326 | 1.6176 | 0.2915 | 1.6176 | 1.2719 |
|
| 215 |
+
| No log | 11.3103 | 328 | 1.5483 | 0.3397 | 1.5483 | 1.2443 |
|
| 216 |
+
| No log | 11.3793 | 330 | 1.5274 | 0.3165 | 1.5274 | 1.2359 |
|
| 217 |
+
| No log | 11.4483 | 332 | 1.4630 | 0.2952 | 1.4630 | 1.2095 |
|
| 218 |
+
| No log | 11.5172 | 334 | 1.3038 | 0.3231 | 1.3038 | 1.1418 |
|
| 219 |
+
| No log | 11.5862 | 336 | 1.2234 | 0.2640 | 1.2234 | 1.1061 |
|
| 220 |
+
| No log | 11.6552 | 338 | 1.2577 | 0.2592 | 1.2577 | 1.1215 |
|
| 221 |
+
| No log | 11.7241 | 340 | 1.3263 | 0.1170 | 1.3263 | 1.1517 |
|
| 222 |
+
| No log | 11.7931 | 342 | 1.3063 | 0.1170 | 1.3063 | 1.1429 |
|
| 223 |
+
| No log | 11.8621 | 344 | 1.2840 | 0.2203 | 1.2840 | 1.1331 |
|
| 224 |
+
| No log | 11.9310 | 346 | 1.3212 | 0.2555 | 1.3212 | 1.1494 |
|
| 225 |
+
| No log | 12.0 | 348 | 1.4334 | 0.2837 | 1.4334 | 1.1973 |
|
| 226 |
+
| No log | 12.0690 | 350 | 1.4681 | 0.2837 | 1.4681 | 1.2116 |
|
| 227 |
+
| No log | 12.1379 | 352 | 1.5457 | 0.2506 | 1.5457 | 1.2433 |
|
| 228 |
+
| No log | 12.2069 | 354 | 1.5223 | 0.1548 | 1.5223 | 1.2338 |
|
| 229 |
+
| No log | 12.2759 | 356 | 1.4205 | 0.1316 | 1.4205 | 1.1918 |
|
| 230 |
+
| No log | 12.3448 | 358 | 1.3980 | 0.1316 | 1.3980 | 1.1824 |
|
| 231 |
+
| No log | 12.4138 | 360 | 1.3463 | 0.1316 | 1.3463 | 1.1603 |
|
| 232 |
+
| No log | 12.4828 | 362 | 1.3162 | 0.1770 | 1.3162 | 1.1472 |
|
| 233 |
+
| No log | 12.5517 | 364 | 1.3066 | 0.2395 | 1.3066 | 1.1431 |
|
| 234 |
+
| No log | 12.6207 | 366 | 1.2866 | 0.2926 | 1.2866 | 1.1343 |
|
| 235 |
+
| No log | 12.6897 | 368 | 1.3235 | 0.3560 | 1.3235 | 1.1504 |
|
| 236 |
+
| No log | 12.7586 | 370 | 1.3505 | 0.3629 | 1.3505 | 1.1621 |
|
| 237 |
+
| No log | 12.8276 | 372 | 1.4925 | 0.2845 | 1.4925 | 1.2217 |
|
| 238 |
+
| No log | 12.8966 | 374 | 1.5156 | 0.3084 | 1.5156 | 1.2311 |
|
| 239 |
+
| No log | 12.9655 | 376 | 1.4197 | 0.3140 | 1.4197 | 1.1915 |
|
| 240 |
+
| No log | 13.0345 | 378 | 1.3347 | 0.3140 | 1.3347 | 1.1553 |
|
| 241 |
+
| No log | 13.1034 | 380 | 1.2730 | 0.3231 | 1.2730 | 1.1283 |
|
| 242 |
+
| No log | 13.1724 | 382 | 1.3025 | 0.2602 | 1.3025 | 1.1413 |
|
| 243 |
+
| No log | 13.2414 | 384 | 1.3298 | 0.2602 | 1.3298 | 1.1532 |
|
| 244 |
+
| No log | 13.3103 | 386 | 1.4077 | 0.2602 | 1.4077 | 1.1865 |
|
| 245 |
+
| No log | 13.3793 | 388 | 1.5022 | 0.2877 | 1.5022 | 1.2256 |
|
| 246 |
+
| No log | 13.4483 | 390 | 1.4537 | 0.2837 | 1.4537 | 1.2057 |
|
| 247 |
+
| No log | 13.5172 | 392 | 1.3983 | 0.2690 | 1.3983 | 1.1825 |
|
| 248 |
+
| No log | 13.5862 | 394 | 1.4862 | 0.2987 | 1.4862 | 1.2191 |
|
| 249 |
+
| No log | 13.6552 | 396 | 1.6082 | 0.2602 | 1.6082 | 1.2681 |
|
| 250 |
+
| No log | 13.7241 | 398 | 1.5532 | 0.1898 | 1.5532 | 1.2463 |
|
| 251 |
+
| No log | 13.7931 | 400 | 1.4376 | 0.2795 | 1.4376 | 1.1990 |
|
| 252 |
+
| No log | 13.8621 | 402 | 1.2979 | 0.2506 | 1.2979 | 1.1393 |
|
| 253 |
+
| No log | 13.9310 | 404 | 1.2294 | 0.3553 | 1.2294 | 1.1088 |
|
| 254 |
+
| No log | 14.0 | 406 | 1.1640 | 0.3578 | 1.1640 | 1.0789 |
|
| 255 |
+
| No log | 14.0690 | 408 | 1.2357 | 0.3218 | 1.2357 | 1.1116 |
|
| 256 |
+
| No log | 14.1379 | 410 | 1.3811 | 0.2555 | 1.3811 | 1.1752 |
|
| 257 |
+
| No log | 14.2069 | 412 | 1.4446 | 0.2837 | 1.4446 | 1.2019 |
|
| 258 |
+
| No log | 14.2759 | 414 | 1.4342 | 0.3392 | 1.4342 | 1.1976 |
|
| 259 |
+
| No log | 14.3448 | 416 | 1.3675 | 0.3202 | 1.3675 | 1.1694 |
|
| 260 |
+
| No log | 14.4138 | 418 | 1.3324 | 0.3849 | 1.3324 | 1.1543 |
|
| 261 |
+
| No log | 14.4828 | 420 | 1.2471 | 0.3830 | 1.2471 | 1.1167 |
|
| 262 |
+
| No log | 14.5517 | 422 | 1.2183 | 0.3283 | 1.2183 | 1.1038 |
|
| 263 |
+
| No log | 14.6207 | 424 | 1.3611 | 0.3231 | 1.3611 | 1.1667 |
|
| 264 |
+
| No log | 14.6897 | 426 | 1.5297 | 0.3107 | 1.5297 | 1.2368 |
|
| 265 |
+
| No log | 14.7586 | 428 | 1.5904 | 0.2239 | 1.5904 | 1.2611 |
|
| 266 |
+
| No log | 14.8276 | 430 | 1.5825 | 0.2239 | 1.5825 | 1.2580 |
|
| 267 |
+
| No log | 14.8966 | 432 | 1.5296 | 0.3365 | 1.5296 | 1.2368 |
|
| 268 |
+
| No log | 14.9655 | 434 | 1.3973 | 0.3486 | 1.3973 | 1.1821 |
|
| 269 |
+
| No log | 15.0345 | 436 | 1.2647 | 0.3326 | 1.2647 | 1.1246 |
|
| 270 |
+
| No log | 15.1034 | 438 | 1.2470 | 0.3018 | 1.2470 | 1.1167 |
|
| 271 |
+
| No log | 15.1724 | 440 | 1.2865 | 0.2592 | 1.2865 | 1.1342 |
|
| 272 |
+
| No log | 15.2414 | 442 | 1.3214 | 0.2203 | 1.3214 | 1.1495 |
|
| 273 |
+
| No log | 15.3103 | 444 | 1.2739 | 0.2203 | 1.2739 | 1.1287 |
|
| 274 |
+
| No log | 15.3793 | 446 | 1.2129 | 0.2284 | 1.2129 | 1.1013 |
|
| 275 |
+
| No log | 15.4483 | 448 | 1.1608 | 0.2368 | 1.1608 | 1.0774 |
|
| 276 |
+
| No log | 15.5172 | 450 | 1.1684 | 0.1770 | 1.1684 | 1.0809 |
|
| 277 |
+
| No log | 15.5862 | 452 | 1.2469 | 0.1697 | 1.2469 | 1.1166 |
|
| 278 |
+
| No log | 15.6552 | 454 | 1.3509 | 0.2203 | 1.3509 | 1.1623 |
|
| 279 |
+
| No log | 15.7241 | 456 | 1.4335 | 0.2126 | 1.4335 | 1.1973 |
|
| 280 |
+
| No log | 15.7931 | 458 | 1.4688 | 0.2602 | 1.4688 | 1.2119 |
|
| 281 |
+
| No log | 15.8621 | 460 | 1.4220 | 0.3165 | 1.4220 | 1.1925 |
|
| 282 |
+
| No log | 15.9310 | 462 | 1.3583 | 0.2885 | 1.3583 | 1.1654 |
|
| 283 |
+
| No log | 16.0 | 464 | 1.3546 | 0.2885 | 1.3546 | 1.1639 |
|
| 284 |
+
| No log | 16.0690 | 466 | 1.4009 | 0.3165 | 1.4009 | 1.1836 |
|
| 285 |
+
| No log | 16.1379 | 468 | 1.4351 | 0.2555 | 1.4351 | 1.1979 |
|
| 286 |
+
| No log | 16.2069 | 470 | 1.4277 | 0.2877 | 1.4277 | 1.1949 |
|
| 287 |
+
| No log | 16.2759 | 472 | 1.3762 | 0.2602 | 1.3762 | 1.1731 |
|
| 288 |
+
| No log | 16.3448 | 474 | 1.3105 | 0.2555 | 1.3105 | 1.1448 |
|
| 289 |
+
| No log | 16.4138 | 476 | 1.3160 | 0.2260 | 1.3160 | 1.1472 |
|
| 290 |
+
| No log | 16.4828 | 478 | 1.2941 | 0.2203 | 1.2941 | 1.1376 |
|
| 291 |
+
| No log | 16.5517 | 480 | 1.2843 | 0.2203 | 1.2843 | 1.1333 |
|
| 292 |
+
| No log | 16.6207 | 482 | 1.3098 | 0.2203 | 1.3098 | 1.1445 |
|
| 293 |
+
| No log | 16.6897 | 484 | 1.3246 | 0.2203 | 1.3246 | 1.1509 |
|
| 294 |
+
| No log | 16.7586 | 486 | 1.3531 | 0.2506 | 1.3531 | 1.1632 |
|
| 295 |
+
| No log | 16.8276 | 488 | 1.3638 | 0.1628 | 1.3638 | 1.1678 |
|
| 296 |
+
| No log | 16.8966 | 490 | 1.3782 | 0.1952 | 1.3782 | 1.1740 |
|
| 297 |
+
| No log | 16.9655 | 492 | 1.3458 | 0.1952 | 1.3458 | 1.1601 |
|
| 298 |
+
| No log | 17.0345 | 494 | 1.3316 | 0.1952 | 1.3316 | 1.1540 |
|
| 299 |
+
| No log | 17.1034 | 496 | 1.3119 | 0.2592 | 1.3119 | 1.1454 |
|
| 300 |
+
| No log | 17.1724 | 498 | 1.2769 | 0.2284 | 1.2769 | 1.1300 |
|
| 301 |
+
| 0.297 | 17.2414 | 500 | 1.2878 | 0.2341 | 1.2878 | 1.1348 |
|
| 302 |
+
| 0.297 | 17.3103 | 502 | 1.2530 | 0.2341 | 1.2530 | 1.1194 |
|
| 303 |
+
| 0.297 | 17.3793 | 504 | 1.2341 | 0.2284 | 1.2341 | 1.1109 |
|
| 304 |
+
| 0.297 | 17.4483 | 506 | 1.2623 | 0.1486 | 1.2623 | 1.1235 |
|
| 305 |
+
| 0.297 | 17.5172 | 508 | 1.2734 | 0.1228 | 1.2734 | 1.1284 |
|
| 306 |
+
| 0.297 | 17.5862 | 510 | 1.2748 | 0.1814 | 1.2748 | 1.1291 |
|
| 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:d4cb680a3eec0c90194d4a826e75464deb9b71a6ec6583a9c4708da34edc3231
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e3318ba84b294f26b40c1bd78feacdd364951845044ad4a3c3650cf71ec7960
|
| 3 |
+
size 5368
|