MayBashendy
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Training in progress, step 450
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README.md
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1 |
+
---
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+
library_name: transformers
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+
base_model: aubmindlab/bert-base-arabertv02
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tags:
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- generated_from_trainer
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model-index:
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- name: arabert_augWithOrig_disEquV3_k10_organization_task3_fold0
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results: []
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---
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+
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+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+
should probably proofread and complete it, then remove this comment. -->
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+
# arabert_augWithOrig_disEquV3_k10_organization_task3_fold0
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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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+
It achieves the following results on the evaluation set:
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- Loss: 2.0493
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- Qwk: -0.1198
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- Mse: 2.0493
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- Rmse: 1.4316
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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| No log | 0.0385 | 2 | 3.7528 | 0.0 | 3.7528 | 1.9372 |
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| No log | 0.0769 | 4 | 3.6296 | 0.0 | 3.6296 | 1.9052 |
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| No log | 0.1154 | 6 | 2.2094 | 0.0307 | 2.2094 | 1.4864 |
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| No log | 0.1538 | 8 | 1.4546 | 0.0 | 1.4546 | 1.2061 |
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| No log | 0.1923 | 10 | 1.7685 | -0.1516 | 1.7685 | 1.3299 |
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| No log | 0.2308 | 12 | 2.3568 | 0.0 | 2.3568 | 1.5352 |
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| No log | 0.2692 | 14 | 2.2472 | 0.0 | 2.2472 | 1.4991 |
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| No log | 0.3077 | 16 | 2.0316 | 0.0240 | 2.0316 | 1.4253 |
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| No log | 0.3462 | 18 | 1.7349 | 0.0 | 1.7349 | 1.3171 |
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| No log | 0.3846 | 20 | 1.9629 | 0.0265 | 1.9629 | 1.4010 |
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| No log | 0.4231 | 22 | 2.3594 | -0.0034 | 2.3594 | 1.5360 |
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| No log | 0.4615 | 24 | 2.2278 | -0.0072 | 2.2278 | 1.4926 |
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| No log | 0.5 | 26 | 2.1708 | -0.0115 | 2.1708 | 1.4734 |
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| No log | 0.5385 | 28 | 1.3897 | 0.0 | 1.3897 | 1.1789 |
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| No log | 0.5769 | 30 | 1.2389 | 0.0 | 1.2389 | 1.1131 |
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| No log | 0.6154 | 32 | 1.2694 | 0.0 | 1.2694 | 1.1267 |
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| No log | 0.6538 | 34 | 1.4514 | 0.0 | 1.4514 | 1.2047 |
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| No log | 0.6923 | 36 | 1.5752 | 0.0 | 1.5752 | 1.2551 |
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| No log | 0.7308 | 38 | 1.4974 | 0.0 | 1.4974 | 1.2237 |
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| No log | 0.7692 | 40 | 1.5174 | 0.0 | 1.5174 | 1.2318 |
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| No log | 0.8077 | 42 | 1.5835 | 0.0 | 1.5835 | 1.2584 |
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| No log | 0.8462 | 44 | 1.8700 | 0.0072 | 1.8700 | 1.3675 |
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| No log | 0.8846 | 46 | 1.9858 | 0.0240 | 1.9858 | 1.4092 |
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| No log | 0.9231 | 48 | 2.0001 | -0.0708 | 2.0001 | 1.4142 |
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| No log | 0.9615 | 50 | 1.9219 | 0.0 | 1.9219 | 1.3863 |
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| No log | 1.0 | 52 | 1.8574 | 0.0 | 1.8574 | 1.3629 |
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| No log | 1.0385 | 54 | 1.7963 | 0.0 | 1.7963 | 1.3403 |
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| No log | 1.0769 | 56 | 1.7357 | 0.0 | 1.7357 | 1.3174 |
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| No log | 1.1154 | 58 | 1.6793 | 0.0 | 1.6793 | 1.2959 |
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| No log | 1.1538 | 60 | 1.7357 | 0.0 | 1.7357 | 1.3175 |
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| No log | 1.1923 | 62 | 1.9646 | -0.0577 | 1.9646 | 1.4016 |
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| No log | 1.2308 | 64 | 2.5181 | 0.0 | 2.5181 | 1.5868 |
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| No log | 1.2692 | 66 | 2.7289 | 0.0 | 2.7289 | 1.6519 |
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| No log | 1.3077 | 68 | 2.3400 | -0.0034 | 2.3400 | 1.5297 |
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| No log | 1.3462 | 70 | 1.8747 | -0.0577 | 1.8747 | 1.3692 |
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| No log | 1.3846 | 72 | 1.6106 | 0.0 | 1.6106 | 1.2691 |
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| No log | 1.4231 | 74 | 1.4907 | 0.0 | 1.4907 | 1.2209 |
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| No log | 1.4615 | 76 | 1.4947 | 0.0 | 1.4947 | 1.2226 |
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| No log | 1.5 | 78 | 1.5217 | 0.0 | 1.5217 | 1.2336 |
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| No log | 1.5385 | 80 | 1.6038 | 0.0 | 1.6038 | 1.2664 |
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| No log | 1.5769 | 82 | 1.6980 | 0.0 | 1.6980 | 1.3031 |
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| No log | 1.6154 | 84 | 1.8670 | 0.0 | 1.8670 | 1.3664 |
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| No log | 1.6538 | 86 | 1.9850 | 0.0240 | 1.9850 | 1.4089 |
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| No log | 1.6923 | 88 | 2.0374 | -0.0034 | 2.0374 | 1.4274 |
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| No log | 1.7308 | 90 | 2.0278 | -0.0034 | 2.0278 | 1.4240 |
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| No log | 1.7692 | 92 | 1.9620 | 0.0240 | 1.9620 | 1.4007 |
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| No log | 1.8077 | 94 | 1.9806 | 0.0265 | 1.9806 | 1.4073 |
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| No log | 1.8462 | 96 | 2.0457 | -0.0034 | 2.0457 | 1.4303 |
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| No log | 1.8846 | 98 | 1.9403 | 0.1538 | 1.9403 | 1.3930 |
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| No log | 1.9231 | 100 | 1.7498 | 0.0 | 1.7498 | 1.3228 |
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| No log | 1.9615 | 102 | 1.5560 | 0.0 | 1.5560 | 1.2474 |
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| No log | 2.0 | 104 | 1.4080 | 0.0 | 1.4080 | 1.1866 |
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| No log | 2.0385 | 106 | 1.3268 | 0.0 | 1.3268 | 1.1519 |
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| No log | 2.0769 | 108 | 1.3304 | 0.0 | 1.3304 | 1.1534 |
|
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+
| No log | 2.1154 | 110 | 1.3345 | 0.0 | 1.3345 | 1.1552 |
|
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+
| No log | 2.1538 | 112 | 1.2809 | 0.0 | 1.2809 | 1.1317 |
|
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| No log | 2.1923 | 114 | 1.2737 | 0.0 | 1.2737 | 1.1286 |
|
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| No log | 2.2308 | 116 | 1.3568 | 0.0 | 1.3568 | 1.1648 |
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| No log | 2.2692 | 118 | 1.5053 | 0.0 | 1.5053 | 1.2269 |
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| No log | 2.3077 | 120 | 1.6667 | 0.0 | 1.6667 | 1.2910 |
|
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| No log | 2.3462 | 122 | 1.5965 | 0.0 | 1.5965 | 1.2635 |
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113 |
+
| No log | 2.3846 | 124 | 1.5256 | 0.0 | 1.5256 | 1.2352 |
|
114 |
+
| No log | 2.4231 | 126 | 1.5950 | 0.0 | 1.5950 | 1.2629 |
|
115 |
+
| No log | 2.4615 | 128 | 1.7211 | 0.0 | 1.7211 | 1.3119 |
|
116 |
+
| No log | 2.5 | 130 | 1.8318 | 0.0866 | 1.8318 | 1.3534 |
|
117 |
+
| No log | 2.5385 | 132 | 1.7319 | 0.0 | 1.7319 | 1.3160 |
|
118 |
+
| No log | 2.5769 | 134 | 1.6608 | 0.0 | 1.6608 | 1.2887 |
|
119 |
+
| No log | 2.6154 | 136 | 1.5965 | 0.0 | 1.5965 | 1.2635 |
|
120 |
+
| No log | 2.6538 | 138 | 1.6086 | 0.0 | 1.6086 | 1.2683 |
|
121 |
+
| No log | 2.6923 | 140 | 1.7105 | 0.0 | 1.7105 | 1.3079 |
|
122 |
+
| No log | 2.7308 | 142 | 1.7433 | 0.0 | 1.7433 | 1.3203 |
|
123 |
+
| No log | 2.7692 | 144 | 1.6934 | 0.0 | 1.6934 | 1.3013 |
|
124 |
+
| No log | 2.8077 | 146 | 1.5925 | 0.0 | 1.5925 | 1.2619 |
|
125 |
+
| No log | 2.8462 | 148 | 1.5473 | 0.0 | 1.5473 | 1.2439 |
|
126 |
+
| No log | 2.8846 | 150 | 1.5897 | 0.0 | 1.5897 | 1.2608 |
|
127 |
+
| No log | 2.9231 | 152 | 1.6956 | 0.0 | 1.6956 | 1.3022 |
|
128 |
+
| No log | 2.9615 | 154 | 1.7923 | 0.0 | 1.7923 | 1.3388 |
|
129 |
+
| No log | 3.0 | 156 | 1.7772 | 0.0 | 1.7772 | 1.3331 |
|
130 |
+
| No log | 3.0385 | 158 | 1.6442 | 0.0 | 1.6442 | 1.2823 |
|
131 |
+
| No log | 3.0769 | 160 | 1.8199 | -0.0722 | 1.8199 | 1.3490 |
|
132 |
+
| No log | 3.1154 | 162 | 1.8975 | -0.1987 | 1.8975 | 1.3775 |
|
133 |
+
| No log | 3.1538 | 164 | 1.9719 | -0.1095 | 1.9719 | 1.4042 |
|
134 |
+
| No log | 3.1923 | 166 | 1.9601 | -0.1987 | 1.9601 | 1.4000 |
|
135 |
+
| No log | 3.2308 | 168 | 1.8245 | -0.0722 | 1.8245 | 1.3507 |
|
136 |
+
| No log | 3.2692 | 170 | 1.8051 | 0.0 | 1.8051 | 1.3435 |
|
137 |
+
| No log | 3.3077 | 172 | 1.6220 | 0.0 | 1.6220 | 1.2736 |
|
138 |
+
| No log | 3.3462 | 174 | 1.4126 | 0.0 | 1.4126 | 1.1885 |
|
139 |
+
| No log | 3.3846 | 176 | 1.3796 | 0.0 | 1.3796 | 1.1746 |
|
140 |
+
| No log | 3.4231 | 178 | 1.4130 | 0.0 | 1.4130 | 1.1887 |
|
141 |
+
| No log | 3.4615 | 180 | 1.4409 | 0.0 | 1.4409 | 1.2004 |
|
142 |
+
| No log | 3.5 | 182 | 1.4899 | 0.0 | 1.4899 | 1.2206 |
|
143 |
+
| No log | 3.5385 | 184 | 1.4892 | 0.0 | 1.4892 | 1.2203 |
|
144 |
+
| No log | 3.5769 | 186 | 1.5182 | 0.0 | 1.5182 | 1.2322 |
|
145 |
+
| No log | 3.6154 | 188 | 1.5491 | 0.0 | 1.5491 | 1.2446 |
|
146 |
+
| No log | 3.6538 | 190 | 1.5288 | 0.0 | 1.5288 | 1.2364 |
|
147 |
+
| No log | 3.6923 | 192 | 1.5208 | 0.0 | 1.5208 | 1.2332 |
|
148 |
+
| No log | 3.7308 | 194 | 1.5667 | 0.0 | 1.5667 | 1.2517 |
|
149 |
+
| No log | 3.7692 | 196 | 1.6042 | 0.0 | 1.6042 | 1.2666 |
|
150 |
+
| No log | 3.8077 | 198 | 1.6645 | 0.0 | 1.6645 | 1.2901 |
|
151 |
+
| No log | 3.8462 | 200 | 1.7610 | 0.0 | 1.7610 | 1.3270 |
|
152 |
+
| No log | 3.8846 | 202 | 1.8720 | 0.0 | 1.8720 | 1.3682 |
|
153 |
+
| No log | 3.9231 | 204 | 1.9263 | 0.0 | 1.9263 | 1.3879 |
|
154 |
+
| No log | 3.9615 | 206 | 1.9994 | -0.0708 | 1.9994 | 1.4140 |
|
155 |
+
| No log | 4.0 | 208 | 2.0411 | -0.0072 | 2.0411 | 1.4287 |
|
156 |
+
| No log | 4.0385 | 210 | 2.0577 | 0.0323 | 2.0577 | 1.4345 |
|
157 |
+
| No log | 4.0769 | 212 | 1.9997 | 0.0307 | 1.9997 | 1.4141 |
|
158 |
+
| No log | 4.1154 | 214 | 1.8516 | 0.0 | 1.8516 | 1.3608 |
|
159 |
+
| No log | 4.1538 | 216 | 1.7462 | 0.0 | 1.7462 | 1.3214 |
|
160 |
+
| No log | 4.1923 | 218 | 1.6728 | 0.0 | 1.6728 | 1.2934 |
|
161 |
+
| No log | 4.2308 | 220 | 1.7828 | 0.0 | 1.7828 | 1.3352 |
|
162 |
+
| No log | 4.2692 | 222 | 1.9462 | -0.0164 | 1.9462 | 1.3951 |
|
163 |
+
| No log | 4.3077 | 224 | 1.7513 | -0.1516 | 1.7513 | 1.3234 |
|
164 |
+
| No log | 4.3462 | 226 | 1.2859 | 0.0 | 1.2859 | 1.1340 |
|
165 |
+
| No log | 4.3846 | 228 | 1.1093 | 0.0 | 1.1093 | 1.0532 |
|
166 |
+
| No log | 4.4231 | 230 | 1.0759 | 0.0 | 1.0759 | 1.0372 |
|
167 |
+
| No log | 4.4615 | 232 | 1.0792 | 0.0 | 1.0792 | 1.0389 |
|
168 |
+
| No log | 4.5 | 234 | 1.0928 | 0.0 | 1.0928 | 1.0454 |
|
169 |
+
| No log | 4.5385 | 236 | 1.2065 | 0.0 | 1.2065 | 1.0984 |
|
170 |
+
| No log | 4.5769 | 238 | 1.3946 | 0.0 | 1.3946 | 1.1810 |
|
171 |
+
| No log | 4.6154 | 240 | 1.3239 | 0.0 | 1.3239 | 1.1506 |
|
172 |
+
| No log | 4.6538 | 242 | 1.2122 | 0.0 | 1.2122 | 1.1010 |
|
173 |
+
| No log | 4.6923 | 244 | 1.3372 | 0.0 | 1.3372 | 1.1564 |
|
174 |
+
| No log | 4.7308 | 246 | 1.7482 | -0.1516 | 1.7482 | 1.3222 |
|
175 |
+
| No log | 4.7692 | 248 | 2.1288 | -0.0164 | 2.1288 | 1.4591 |
|
176 |
+
| No log | 4.8077 | 250 | 2.0769 | -0.0164 | 2.0769 | 1.4411 |
|
177 |
+
| No log | 4.8462 | 252 | 1.8216 | -0.1282 | 1.8216 | 1.3497 |
|
178 |
+
| No log | 4.8846 | 254 | 1.4944 | 0.0 | 1.4944 | 1.2224 |
|
179 |
+
| No log | 4.9231 | 256 | 1.1288 | 0.0 | 1.1288 | 1.0624 |
|
180 |
+
| No log | 4.9615 | 258 | 1.0150 | 0.0 | 1.0150 | 1.0075 |
|
181 |
+
| No log | 5.0 | 260 | 1.0337 | 0.0 | 1.0337 | 1.0167 |
|
182 |
+
| No log | 5.0385 | 262 | 1.2076 | 0.0 | 1.2076 | 1.0989 |
|
183 |
+
| No log | 5.0769 | 264 | 1.4007 | 0.0 | 1.4007 | 1.1835 |
|
184 |
+
| No log | 5.1154 | 266 | 1.7195 | 0.0072 | 1.7195 | 1.3113 |
|
185 |
+
| No log | 5.1538 | 268 | 1.9381 | -0.1095 | 1.9381 | 1.3922 |
|
186 |
+
| No log | 5.1923 | 270 | 2.0710 | -0.0815 | 2.0710 | 1.4391 |
|
187 |
+
| No log | 5.2308 | 272 | 2.0576 | -0.1518 | 2.0576 | 1.4344 |
|
188 |
+
| No log | 5.2692 | 274 | 2.0434 | -0.1518 | 2.0434 | 1.4295 |
|
189 |
+
| No log | 5.3077 | 276 | 1.8905 | -0.1282 | 1.8905 | 1.3750 |
|
190 |
+
| No log | 5.3462 | 278 | 1.7121 | 0.0 | 1.7121 | 1.3085 |
|
191 |
+
| No log | 5.3846 | 280 | 1.5222 | 0.0 | 1.5222 | 1.2338 |
|
192 |
+
| No log | 5.4231 | 282 | 1.3874 | 0.0 | 1.3874 | 1.1779 |
|
193 |
+
| No log | 5.4615 | 284 | 1.3036 | 0.0 | 1.3036 | 1.1418 |
|
194 |
+
| No log | 5.5 | 286 | 1.3416 | 0.0 | 1.3416 | 1.1583 |
|
195 |
+
| No log | 5.5385 | 288 | 1.5579 | 0.0 | 1.5579 | 1.2481 |
|
196 |
+
| No log | 5.5769 | 290 | 1.9653 | 0.0240 | 1.9653 | 1.4019 |
|
197 |
+
| No log | 5.6154 | 292 | 2.2139 | 0.0307 | 2.2139 | 1.4879 |
|
198 |
+
| No log | 5.6538 | 294 | 2.1479 | 0.0307 | 2.1479 | 1.4656 |
|
199 |
+
| No log | 5.6923 | 296 | 1.8112 | -0.0461 | 1.8112 | 1.3458 |
|
200 |
+
| No log | 5.7308 | 298 | 1.5924 | -0.1516 | 1.5924 | 1.2619 |
|
201 |
+
| No log | 5.7692 | 300 | 1.5760 | -0.1516 | 1.5760 | 1.2554 |
|
202 |
+
| No log | 5.8077 | 302 | 1.6521 | -0.1516 | 1.6521 | 1.2853 |
|
203 |
+
| No log | 5.8462 | 304 | 1.6990 | -0.1516 | 1.6990 | 1.3035 |
|
204 |
+
| No log | 5.8846 | 306 | 1.5367 | -0.1516 | 1.5367 | 1.2396 |
|
205 |
+
| No log | 5.9231 | 308 | 1.5148 | -0.1516 | 1.5148 | 1.2308 |
|
206 |
+
| No log | 5.9615 | 310 | 1.7146 | -0.1516 | 1.7146 | 1.3094 |
|
207 |
+
| No log | 6.0 | 312 | 1.7602 | -0.1516 | 1.7602 | 1.3267 |
|
208 |
+
| No log | 6.0385 | 314 | 1.7293 | -0.1516 | 1.7293 | 1.3150 |
|
209 |
+
| No log | 6.0769 | 316 | 1.7292 | -0.1516 | 1.7292 | 1.3150 |
|
210 |
+
| No log | 6.1154 | 318 | 1.5902 | -0.1516 | 1.5902 | 1.2610 |
|
211 |
+
| No log | 6.1538 | 320 | 1.3531 | 0.0 | 1.3531 | 1.1632 |
|
212 |
+
| No log | 6.1923 | 322 | 1.1823 | 0.0 | 1.1823 | 1.0873 |
|
213 |
+
| No log | 6.2308 | 324 | 1.1569 | 0.0 | 1.1569 | 1.0756 |
|
214 |
+
| No log | 6.2692 | 326 | 1.3053 | 0.0 | 1.3053 | 1.1425 |
|
215 |
+
| No log | 6.3077 | 328 | 1.3452 | -0.1516 | 1.3452 | 1.1598 |
|
216 |
+
| No log | 6.3462 | 330 | 1.3872 | -0.1516 | 1.3872 | 1.1778 |
|
217 |
+
| No log | 6.3846 | 332 | 1.4360 | -0.1516 | 1.4360 | 1.1983 |
|
218 |
+
| No log | 6.4231 | 334 | 1.5114 | -0.1516 | 1.5114 | 1.2294 |
|
219 |
+
| No log | 6.4615 | 336 | 1.6106 | -0.1516 | 1.6106 | 1.2691 |
|
220 |
+
| No log | 6.5 | 338 | 1.7521 | -0.1516 | 1.7521 | 1.3237 |
|
221 |
+
| No log | 6.5385 | 340 | 1.6937 | -0.1516 | 1.6937 | 1.3014 |
|
222 |
+
| No log | 6.5769 | 342 | 1.7026 | -0.1282 | 1.7026 | 1.3048 |
|
223 |
+
| No log | 6.6154 | 344 | 1.8548 | -0.1282 | 1.8548 | 1.3619 |
|
224 |
+
| No log | 6.6538 | 346 | 2.0419 | -0.0366 | 2.0419 | 1.4290 |
|
225 |
+
| No log | 6.6923 | 348 | 2.1526 | 0.0739 | 2.1526 | 1.4672 |
|
226 |
+
| No log | 6.7308 | 350 | 2.3227 | 0.0739 | 2.3227 | 1.5240 |
|
227 |
+
| No log | 6.7692 | 352 | 2.2024 | 0.0739 | 2.2024 | 1.4840 |
|
228 |
+
| No log | 6.8077 | 354 | 1.8586 | -0.1282 | 1.8586 | 1.3633 |
|
229 |
+
| No log | 6.8462 | 356 | 1.7130 | -0.1282 | 1.7130 | 1.3088 |
|
230 |
+
| No log | 6.8846 | 358 | 1.6858 | -0.1282 | 1.6858 | 1.2984 |
|
231 |
+
| No log | 6.9231 | 360 | 1.6532 | -0.1282 | 1.6532 | 1.2858 |
|
232 |
+
| No log | 6.9615 | 362 | 1.6230 | -0.1516 | 1.6230 | 1.2740 |
|
233 |
+
| No log | 7.0 | 364 | 1.5354 | -0.1516 | 1.5354 | 1.2391 |
|
234 |
+
| No log | 7.0385 | 366 | 1.5030 | -0.1516 | 1.5030 | 1.2260 |
|
235 |
+
| No log | 7.0769 | 368 | 1.6088 | -0.1516 | 1.6088 | 1.2684 |
|
236 |
+
| No log | 7.1154 | 370 | 1.8048 | -0.1282 | 1.8048 | 1.3434 |
|
237 |
+
| No log | 7.1538 | 372 | 1.9356 | -0.0366 | 1.9356 | 1.3913 |
|
238 |
+
| No log | 7.1923 | 374 | 2.1289 | -0.0288 | 2.1289 | 1.4591 |
|
239 |
+
| No log | 7.2308 | 376 | 2.3487 | -0.0288 | 2.3487 | 1.5325 |
|
240 |
+
| No log | 7.2692 | 378 | 2.5657 | -0.0536 | 2.5657 | 1.6018 |
|
241 |
+
| No log | 7.3077 | 380 | 2.4918 | -0.0708 | 2.4918 | 1.5785 |
|
242 |
+
| No log | 7.3462 | 382 | 2.1614 | -0.0288 | 2.1614 | 1.4702 |
|
243 |
+
| No log | 7.3846 | 384 | 1.7855 | -0.1516 | 1.7855 | 1.3362 |
|
244 |
+
| No log | 7.4231 | 386 | 1.5377 | -0.1516 | 1.5377 | 1.2400 |
|
245 |
+
| No log | 7.4615 | 388 | 1.4576 | -0.1516 | 1.4576 | 1.2073 |
|
246 |
+
| No log | 7.5 | 390 | 1.4956 | -0.1516 | 1.4956 | 1.2230 |
|
247 |
+
| No log | 7.5385 | 392 | 1.6738 | -0.1516 | 1.6738 | 1.2938 |
|
248 |
+
| No log | 7.5769 | 394 | 1.9359 | -0.1095 | 1.9359 | 1.3914 |
|
249 |
+
| No log | 7.6154 | 396 | 2.1932 | -0.0942 | 2.1932 | 1.4810 |
|
250 |
+
| No log | 7.6538 | 398 | 2.5062 | -0.0708 | 2.5062 | 1.5831 |
|
251 |
+
| No log | 7.6923 | 400 | 2.6047 | -0.0164 | 2.6047 | 1.6139 |
|
252 |
+
| No log | 7.7308 | 402 | 2.4632 | -0.0708 | 2.4632 | 1.5695 |
|
253 |
+
| No log | 7.7692 | 404 | 2.1491 | -0.0942 | 2.1491 | 1.4660 |
|
254 |
+
| No log | 7.8077 | 406 | 1.8486 | -0.1516 | 1.8486 | 1.3596 |
|
255 |
+
| No log | 7.8462 | 408 | 1.6513 | -0.1667 | 1.6513 | 1.2850 |
|
256 |
+
| No log | 7.8846 | 410 | 1.4893 | -0.0956 | 1.4893 | 1.2204 |
|
257 |
+
| No log | 7.9231 | 412 | 1.4724 | -0.0956 | 1.4724 | 1.2134 |
|
258 |
+
| No log | 7.9615 | 414 | 1.4631 | -0.0956 | 1.4631 | 1.2096 |
|
259 |
+
| No log | 8.0 | 416 | 1.5837 | -0.1667 | 1.5837 | 1.2585 |
|
260 |
+
| No log | 8.0385 | 418 | 1.7818 | -0.1667 | 1.7818 | 1.3348 |
|
261 |
+
| No log | 8.0769 | 420 | 2.0324 | -0.0942 | 2.0324 | 1.4256 |
|
262 |
+
| No log | 8.1154 | 422 | 2.2556 | -0.0942 | 2.2556 | 1.5019 |
|
263 |
+
| No log | 8.1538 | 424 | 2.3110 | -0.0942 | 2.3110 | 1.5202 |
|
264 |
+
| No log | 8.1923 | 426 | 2.1822 | -0.0942 | 2.1822 | 1.4772 |
|
265 |
+
| No log | 8.2308 | 428 | 1.9574 | -0.0942 | 1.9574 | 1.3991 |
|
266 |
+
| No log | 8.2692 | 430 | 1.8606 | -0.1282 | 1.8606 | 1.3640 |
|
267 |
+
| No log | 8.3077 | 432 | 1.7730 | -0.1282 | 1.7730 | 1.3315 |
|
268 |
+
| No log | 8.3462 | 434 | 1.8038 | -0.1282 | 1.8038 | 1.3431 |
|
269 |
+
| No log | 8.3846 | 436 | 1.9419 | -0.1095 | 1.9419 | 1.3935 |
|
270 |
+
| No log | 8.4231 | 438 | 2.0183 | -0.0942 | 2.0183 | 1.4207 |
|
271 |
+
| No log | 8.4615 | 440 | 2.0605 | -0.0942 | 2.0605 | 1.4354 |
|
272 |
+
| No log | 8.5 | 442 | 2.1385 | -0.0942 | 2.1385 | 1.4624 |
|
273 |
+
| No log | 8.5385 | 444 | 2.1961 | -0.0942 | 2.1961 | 1.4819 |
|
274 |
+
| No log | 8.5769 | 446 | 2.2579 | -0.0942 | 2.2579 | 1.5026 |
|
275 |
+
| No log | 8.6154 | 448 | 2.3632 | -0.0942 | 2.3632 | 1.5373 |
|
276 |
+
| No log | 8.6538 | 450 | 2.3341 | -0.0942 | 2.3341 | 1.5278 |
|
277 |
+
| No log | 8.6923 | 452 | 2.2334 | -0.0942 | 2.2334 | 1.4945 |
|
278 |
+
| No log | 8.7308 | 454 | 2.1092 | -0.0942 | 2.1092 | 1.4523 |
|
279 |
+
| No log | 8.7692 | 456 | 2.0702 | -0.1030 | 2.0702 | 1.4388 |
|
280 |
+
| No log | 8.8077 | 458 | 1.9895 | -0.1030 | 1.9895 | 1.4105 |
|
281 |
+
| No log | 8.8462 | 460 | 1.9056 | -0.1405 | 1.9056 | 1.3804 |
|
282 |
+
| No log | 8.8846 | 462 | 1.7946 | -0.1405 | 1.7946 | 1.3396 |
|
283 |
+
| No log | 8.9231 | 464 | 1.7203 | -0.1667 | 1.7203 | 1.3116 |
|
284 |
+
| No log | 8.9615 | 466 | 1.7294 | -0.1667 | 1.7294 | 1.3151 |
|
285 |
+
| No log | 9.0 | 468 | 1.7733 | -0.1405 | 1.7733 | 1.3317 |
|
286 |
+
| No log | 9.0385 | 470 | 1.8494 | -0.1405 | 1.8494 | 1.3599 |
|
287 |
+
| No log | 9.0769 | 472 | 1.9468 | -0.1405 | 1.9468 | 1.3953 |
|
288 |
+
| No log | 9.1154 | 474 | 2.0616 | -0.1198 | 2.0616 | 1.4358 |
|
289 |
+
| No log | 9.1538 | 476 | 2.1368 | -0.1030 | 2.1368 | 1.4618 |
|
290 |
+
| No log | 9.1923 | 478 | 2.1817 | -0.1030 | 2.1817 | 1.4771 |
|
291 |
+
| No log | 9.2308 | 480 | 2.1455 | -0.1030 | 2.1455 | 1.4648 |
|
292 |
+
| No log | 9.2692 | 482 | 2.1310 | -0.1030 | 2.1310 | 1.4598 |
|
293 |
+
| No log | 9.3077 | 484 | 2.0875 | -0.1198 | 2.0875 | 1.4448 |
|
294 |
+
| No log | 9.3462 | 486 | 2.0476 | -0.1198 | 2.0476 | 1.4309 |
|
295 |
+
| No log | 9.3846 | 488 | 1.9885 | -0.1198 | 1.9885 | 1.4101 |
|
296 |
+
| No log | 9.4231 | 490 | 1.9393 | -0.1405 | 1.9393 | 1.3926 |
|
297 |
+
| No log | 9.4615 | 492 | 1.9167 | -0.1405 | 1.9167 | 1.3845 |
|
298 |
+
| No log | 9.5 | 494 | 1.8768 | -0.1405 | 1.8768 | 1.3699 |
|
299 |
+
| No log | 9.5385 | 496 | 1.8686 | -0.1405 | 1.8686 | 1.3670 |
|
300 |
+
| No log | 9.5769 | 498 | 1.8730 | -0.1405 | 1.8730 | 1.3686 |
|
301 |
+
| 0.74 | 9.6154 | 500 | 1.8716 | -0.1405 | 1.8716 | 1.3681 |
|
302 |
+
| 0.74 | 9.6538 | 502 | 1.8930 | -0.1405 | 1.8930 | 1.3758 |
|
303 |
+
| 0.74 | 9.6923 | 504 | 1.9242 | -0.1405 | 1.9242 | 1.3872 |
|
304 |
+
| 0.74 | 9.7308 | 506 | 1.9657 | -0.1405 | 1.9657 | 1.4020 |
|
305 |
+
| 0.74 | 9.7692 | 508 | 2.0076 | -0.1198 | 2.0076 | 1.4169 |
|
306 |
+
| 0.74 | 9.8077 | 510 | 2.0318 | -0.1198 | 2.0318 | 1.4254 |
|
307 |
+
| 0.74 | 9.8462 | 512 | 2.0484 | -0.1198 | 2.0484 | 1.4312 |
|
308 |
+
| 0.74 | 9.8846 | 514 | 2.0484 | -0.1198 | 2.0484 | 1.4312 |
|
309 |
+
| 0.74 | 9.9231 | 516 | 2.0485 | -0.1198 | 2.0485 | 1.4313 |
|
310 |
+
| 0.74 | 9.9615 | 518 | 2.0492 | -0.1198 | 2.0492 | 1.4315 |
|
311 |
+
| 0.74 | 10.0 | 520 | 2.0493 | -0.1198 | 2.0493 | 1.4316 |
|
312 |
+
|
313 |
+
|
314 |
+
### Framework versions
|
315 |
+
|
316 |
+
- Transformers 4.44.2
|
317 |
+
- Pytorch 2.4.0+cu118
|
318 |
+
- Datasets 2.21.0
|
319 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
@@ -0,0 +1,32 @@
|
|
|
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|
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1 |
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{
|
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"_name_or_path": "aubmindlab/bert-base-arabertv02",
|
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"architectures": [
|
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"BertForSequenceClassification"
|
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],
|
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"attention_probs_dropout_prob": 0.1,
|
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"classifier_dropout": null,
|
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"hidden_act": "gelu",
|
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"hidden_dropout_prob": 0.1,
|
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"hidden_size": 768,
|
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"id2label": {
|
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"0": "LABEL_0"
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|
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"model_type": "bert",
|
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"num_attention_heads": 12,
|
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"num_hidden_layers": 12,
|
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"pad_token_id": 0,
|
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"position_embedding_type": "absolute",
|
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"problem_type": "regression",
|
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+
"torch_dtype": "float32",
|
28 |
+
"transformers_version": "4.44.2",
|
29 |
+
"type_vocab_size": 2,
|
30 |
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"use_cache": true,
|
31 |
+
"vocab_size": 64000
|
32 |
+
}
|
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