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arabert_cross_vocabulary_task1_fold4

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README.md CHANGED
@@ -3,20 +3,20 @@ base_model: aubmindlab/bert-base-arabertv02
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
- - name: arabert_cross_vocabulary_task1_fold4
7
  results: []
8
  ---
9
 
10
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
  should probably proofread and complete it, then remove this comment. -->
12
 
13
- # arabert_cross_vocabulary_task1_fold4
14
 
15
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
16
  It achieves the following results on the evaluation set:
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- - Loss: 0.5506
18
- - Qwk: 0.8143
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- - Mse: 0.5506
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  ## Model description
22
 
@@ -36,47 +36,92 @@ More information needed
36
 
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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: 16
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- - eval_batch_size: 16
41
  - seed: 42
42
  - 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: 1
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46
  ### Training results
47
 
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
50
- | No log | 0.0328 | 2 | 1.7776 | 0.0 | 1.7776 |
51
- | No log | 0.0656 | 4 | 1.2165 | 0.1263 | 1.2165 |
52
- | No log | 0.0984 | 6 | 1.0244 | 0.3405 | 1.0244 |
53
- | No log | 0.1311 | 8 | 0.8674 | 0.5014 | 0.8674 |
54
- | No log | 0.1639 | 10 | 0.6601 | 0.6739 | 0.6601 |
55
- | No log | 0.1967 | 12 | 0.6892 | 0.7328 | 0.6892 |
56
- | No log | 0.2295 | 14 | 0.9571 | 0.7079 | 0.9571 |
57
- | No log | 0.2623 | 16 | 1.0710 | 0.6654 | 1.0710 |
58
- | No log | 0.2951 | 18 | 1.0984 | 0.7120 | 1.0984 |
59
- | No log | 0.3279 | 20 | 0.8444 | 0.7569 | 0.8444 |
60
- | No log | 0.3607 | 22 | 0.6803 | 0.7744 | 0.6803 |
61
- | No log | 0.3934 | 24 | 0.5497 | 0.7854 | 0.5497 |
62
- | No log | 0.4262 | 26 | 0.5210 | 0.7885 | 0.5210 |
63
- | No log | 0.4590 | 28 | 0.4700 | 0.7755 | 0.4700 |
64
- | No log | 0.4918 | 30 | 0.4515 | 0.7715 | 0.4515 |
65
- | No log | 0.5246 | 32 | 0.4479 | 0.7756 | 0.4479 |
66
- | No log | 0.5574 | 34 | 0.4812 | 0.7851 | 0.4812 |
67
- | No log | 0.5902 | 36 | 0.4968 | 0.7993 | 0.4968 |
68
- | No log | 0.6230 | 38 | 0.4886 | 0.8037 | 0.4886 |
69
- | No log | 0.6557 | 40 | 0.4794 | 0.8027 | 0.4794 |
70
- | No log | 0.6885 | 42 | 0.4528 | 0.8028 | 0.4528 |
71
- | No log | 0.7213 | 44 | 0.4223 | 0.7939 | 0.4223 |
72
- | No log | 0.7541 | 46 | 0.4088 | 0.7974 | 0.4088 |
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- | No log | 0.7869 | 48 | 0.4085 | 0.8062 | 0.4085 |
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- | No log | 0.8197 | 50 | 0.4233 | 0.7995 | 0.4233 |
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- | No log | 0.8525 | 52 | 0.4473 | 0.8027 | 0.4473 |
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- | No log | 0.8852 | 54 | 0.4878 | 0.7960 | 0.4878 |
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- | No log | 0.9180 | 56 | 0.5260 | 0.8034 | 0.5260 |
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- | No log | 0.9508 | 58 | 0.5461 | 0.8111 | 0.5461 |
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- | No log | 0.9836 | 60 | 0.5506 | 0.8143 | 0.5506 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
80
 
81
 
82
  ### Framework versions
 
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
+ - name: arabert_cross_vocabulary_task1_fold3
7
  results: []
8
  ---
9
 
10
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
  should probably proofread and complete it, then remove this comment. -->
12
 
13
+ # arabert_cross_vocabulary_task1_fold3
14
 
15
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Loss: 0.6543
18
+ - Qwk: 0.8547
19
+ - Mse: 0.6543
20
 
21
  ## Model description
22
 
 
36
 
37
  The following hyperparameters were used during training:
38
  - learning_rate: 2e-05
39
+ - train_batch_size: 64
40
+ - eval_batch_size: 64
41
  - seed: 42
42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
  - lr_scheduler_type: linear
44
+ - num_epochs: 10
45
 
46
  ### Training results
47
 
48
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
49
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
50
+ | No log | 0.1333 | 2 | 2.1991 | 0.1474 | 2.1991 |
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+ | No log | 0.2667 | 4 | 1.6062 | 0.1520 | 1.6062 |
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+ | No log | 0.4 | 6 | 1.5937 | 0.3436 | 1.5937 |
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+ | No log | 0.5333 | 8 | 1.1613 | 0.6120 | 1.1613 |
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+ | No log | 0.6667 | 10 | 1.0503 | 0.7478 | 1.0503 |
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+ | No log | 0.8 | 12 | 0.7718 | 0.7837 | 0.7718 |
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+ | No log | 0.9333 | 14 | 0.6578 | 0.7874 | 0.6578 |
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+ | No log | 1.0667 | 16 | 0.6200 | 0.7876 | 0.6200 |
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+ | No log | 1.2 | 18 | 0.6610 | 0.8102 | 0.6610 |
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+ | No log | 1.3333 | 20 | 0.6508 | 0.8233 | 0.6508 |
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+ | No log | 1.4667 | 22 | 0.6181 | 0.8360 | 0.6181 |
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+ | No log | 1.6 | 24 | 0.6494 | 0.8333 | 0.6494 |
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+ | No log | 1.7333 | 26 | 0.5220 | 0.7872 | 0.5220 |
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+ | No log | 1.8667 | 28 | 0.5440 | 0.8098 | 0.5440 |
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+ | No log | 2.0 | 30 | 0.6917 | 0.8299 | 0.6917 |
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+ | No log | 2.1333 | 32 | 0.7100 | 0.8241 | 0.7100 |
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+ | No log | 2.2667 | 34 | 0.6018 | 0.8256 | 0.6018 |
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+ | No log | 2.4 | 36 | 0.5920 | 0.8362 | 0.5920 |
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+ | No log | 2.5333 | 38 | 0.5900 | 0.8254 | 0.5900 |
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+ | No log | 2.6667 | 40 | 0.5183 | 0.8071 | 0.5183 |
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+ | No log | 2.8 | 42 | 0.5565 | 0.8214 | 0.5565 |
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+ | No log | 2.9333 | 44 | 0.5828 | 0.8308 | 0.5828 |
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+ | No log | 3.0667 | 46 | 0.6086 | 0.8345 | 0.6086 |
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+ | No log | 3.2 | 48 | 0.9512 | 0.8040 | 0.9512 |
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+ | No log | 3.3333 | 50 | 1.0514 | 0.7892 | 1.0514 |
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+ | No log | 3.4667 | 52 | 0.7574 | 0.8307 | 0.7574 |
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+ | No log | 3.6 | 54 | 0.5438 | 0.8157 | 0.5438 |
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+ | No log | 3.7333 | 56 | 0.5688 | 0.8295 | 0.5688 |
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+ | No log | 3.8667 | 58 | 0.7090 | 0.8272 | 0.7090 |
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+ | No log | 4.0 | 60 | 0.6153 | 0.8315 | 0.6153 |
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+ | No log | 4.1333 | 62 | 0.5938 | 0.8311 | 0.5938 |
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+ | No log | 4.2667 | 64 | 0.5535 | 0.8284 | 0.5535 |
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+ | No log | 4.4 | 66 | 0.7113 | 0.8397 | 0.7113 |
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+ | No log | 4.5333 | 68 | 0.7956 | 0.8396 | 0.7956 |
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+ | No log | 4.6667 | 70 | 0.6577 | 0.8415 | 0.6577 |
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+ | No log | 4.8 | 72 | 0.5410 | 0.8175 | 0.5410 |
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+ | No log | 4.9333 | 74 | 0.5447 | 0.8164 | 0.5447 |
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+ | No log | 5.0667 | 76 | 0.6400 | 0.8362 | 0.6400 |
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+ | No log | 5.2 | 78 | 0.6465 | 0.8350 | 0.6465 |
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+ | No log | 5.3333 | 80 | 0.5521 | 0.8190 | 0.5521 |
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+ | No log | 5.4667 | 82 | 0.5413 | 0.8159 | 0.5413 |
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+ | No log | 5.6 | 84 | 0.5904 | 0.8356 | 0.5904 |
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+ | No log | 5.7333 | 86 | 0.6050 | 0.8329 | 0.6050 |
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+ | No log | 5.8667 | 88 | 0.5617 | 0.8344 | 0.5617 |
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+ | No log | 6.0 | 90 | 0.5078 | 0.8086 | 0.5078 |
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+ | No log | 6.1333 | 92 | 0.5744 | 0.8431 | 0.5744 |
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+ | No log | 6.2667 | 94 | 0.8177 | 0.8508 | 0.8177 |
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+ | No log | 6.4 | 96 | 0.9516 | 0.8372 | 0.9516 |
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+ | No log | 6.5333 | 98 | 0.8522 | 0.8514 | 0.8522 |
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+ | No log | 6.6667 | 100 | 0.6484 | 0.8513 | 0.6484 |
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+ | No log | 6.8 | 102 | 0.5556 | 0.8426 | 0.5556 |
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+ | No log | 6.9333 | 104 | 0.5410 | 0.8334 | 0.5410 |
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+ | No log | 7.0667 | 106 | 0.6003 | 0.8457 | 0.6003 |
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+ | No log | 7.2 | 108 | 0.6955 | 0.8578 | 0.6955 |
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+ | No log | 7.3333 | 110 | 0.6870 | 0.8586 | 0.6870 |
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+ | No log | 7.4667 | 112 | 0.6444 | 0.8510 | 0.6444 |
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+ | No log | 7.6 | 114 | 0.5518 | 0.8355 | 0.5518 |
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+ | No log | 7.7333 | 116 | 0.5347 | 0.8285 | 0.5347 |
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+ | No log | 7.8667 | 118 | 0.5790 | 0.8402 | 0.5790 |
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+ | No log | 8.0 | 120 | 0.6668 | 0.8499 | 0.6668 |
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+ | No log | 8.1333 | 122 | 0.6878 | 0.8492 | 0.6878 |
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+ | No log | 8.2667 | 124 | 0.6406 | 0.8545 | 0.6406 |
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+ | No log | 8.4 | 126 | 0.6005 | 0.8510 | 0.6005 |
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+ | No log | 8.5333 | 128 | 0.6017 | 0.8494 | 0.6017 |
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+ | No log | 8.6667 | 130 | 0.5940 | 0.8481 | 0.5940 |
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+ | No log | 8.8 | 132 | 0.5792 | 0.8445 | 0.5792 |
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+ | No log | 8.9333 | 134 | 0.5857 | 0.8481 | 0.5857 |
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+ | No log | 9.0667 | 136 | 0.6217 | 0.8492 | 0.6217 |
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+ | No log | 9.2 | 138 | 0.6735 | 0.8562 | 0.6735 |
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+ | No log | 9.3333 | 140 | 0.7067 | 0.8519 | 0.7067 |
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+ | No log | 9.4667 | 142 | 0.7028 | 0.8584 | 0.7028 |
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+ | No log | 9.6 | 144 | 0.7006 | 0.8584 | 0.7006 |
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+ | No log | 9.7333 | 146 | 0.6820 | 0.8583 | 0.6820 |
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+ | No log | 9.8667 | 148 | 0.6634 | 0.8629 | 0.6634 |
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+ | No log | 10.0 | 150 | 0.6543 | 0.8547 | 0.6543 |
125
 
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  ### Framework versions
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