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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task1_organization
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task1_organization
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8984
- Qwk: 0.2517
- Mse: 1.8984
- Rmse: 1.3778
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
| No log | 0.0230 | 2 | 6.6396 | 0.0 | 6.6396 | 2.5768 |
| No log | 0.0460 | 4 | 4.3286 | 0.0684 | 4.3286 | 2.0805 |
| No log | 0.0690 | 6 | 3.4395 | 0.0113 | 3.4395 | 1.8546 |
| No log | 0.0920 | 8 | 2.7750 | 0.0654 | 2.7750 | 1.6658 |
| No log | 0.1149 | 10 | 2.1940 | 0.0945 | 2.1940 | 1.4812 |
| No log | 0.1379 | 12 | 1.8165 | 0.2017 | 1.8165 | 1.3478 |
| No log | 0.1609 | 14 | 2.0792 | 0.2590 | 2.0792 | 1.4419 |
| No log | 0.1839 | 16 | 2.2314 | 0.2821 | 2.2314 | 1.4938 |
| No log | 0.2069 | 18 | 2.2926 | 0.2822 | 2.2926 | 1.5141 |
| No log | 0.2299 | 20 | 1.5379 | 0.2927 | 1.5379 | 1.2401 |
| No log | 0.2529 | 22 | 1.4927 | 0.2564 | 1.4927 | 1.2218 |
| No log | 0.2759 | 24 | 1.7676 | 0.2162 | 1.7676 | 1.3295 |
| No log | 0.2989 | 26 | 2.0794 | 0.0721 | 2.0794 | 1.4420 |
| No log | 0.3218 | 28 | 1.9527 | 0.1429 | 1.9527 | 1.3974 |
| No log | 0.3448 | 30 | 1.8721 | 0.1356 | 1.8721 | 1.3683 |
| No log | 0.3678 | 32 | 1.6050 | 0.2645 | 1.6050 | 1.2669 |
| No log | 0.3908 | 34 | 1.4963 | 0.3016 | 1.4963 | 1.2232 |
| No log | 0.4138 | 36 | 1.4959 | 0.3548 | 1.4959 | 1.2231 |
| No log | 0.4368 | 38 | 1.5768 | 0.3220 | 1.5768 | 1.2557 |
| No log | 0.4598 | 40 | 2.2270 | 0.0678 | 2.2270 | 1.4923 |
| No log | 0.4828 | 42 | 2.4280 | 0.0 | 2.4280 | 1.5582 |
| No log | 0.5057 | 44 | 1.6804 | 0.3193 | 1.6804 | 1.2963 |
| No log | 0.5287 | 46 | 1.1931 | 0.4538 | 1.1931 | 1.0923 |
| No log | 0.5517 | 48 | 1.1980 | 0.4426 | 1.1980 | 1.0945 |
| No log | 0.5747 | 50 | 1.1796 | 0.4640 | 1.1796 | 1.0861 |
| No log | 0.5977 | 52 | 1.0833 | 0.4918 | 1.0833 | 1.0408 |
| No log | 0.6207 | 54 | 1.0498 | 0.5440 | 1.0498 | 1.0246 |
| No log | 0.6437 | 56 | 0.9887 | 0.6154 | 0.9887 | 0.9943 |
| No log | 0.6667 | 58 | 0.9723 | 0.5625 | 0.9723 | 0.9861 |
| No log | 0.6897 | 60 | 1.1282 | 0.496 | 1.1282 | 1.0621 |
| No log | 0.7126 | 62 | 1.5062 | 0.3590 | 1.5062 | 1.2273 |
| No log | 0.7356 | 64 | 1.8798 | 0.1391 | 1.8798 | 1.3711 |
| No log | 0.7586 | 66 | 1.5885 | 0.3276 | 1.5885 | 1.2603 |
| No log | 0.7816 | 68 | 1.0975 | 0.5760 | 1.0975 | 1.0476 |
| No log | 0.8046 | 70 | 1.0344 | 0.6029 | 1.0344 | 1.0171 |
| No log | 0.8276 | 72 | 1.0121 | 0.5758 | 1.0121 | 1.0060 |
| No log | 0.8506 | 74 | 1.0209 | 0.6047 | 1.0209 | 1.0104 |
| No log | 0.8736 | 76 | 1.1943 | 0.5606 | 1.1943 | 1.0928 |
| No log | 0.8966 | 78 | 1.0836 | 0.5669 | 1.0836 | 1.0410 |
| No log | 0.9195 | 80 | 1.0904 | 0.5 | 1.0904 | 1.0442 |
| No log | 0.9425 | 82 | 1.5082 | 0.4122 | 1.5082 | 1.2281 |
| No log | 0.9655 | 84 | 1.5763 | 0.4 | 1.5763 | 1.2555 |
| No log | 0.9885 | 86 | 1.1756 | 0.4640 | 1.1756 | 1.0842 |
| No log | 1.0115 | 88 | 1.0360 | 0.5806 | 1.0360 | 1.0178 |
| No log | 1.0345 | 90 | 1.4010 | 0.5185 | 1.4010 | 1.1836 |
| No log | 1.0575 | 92 | 1.5854 | 0.4088 | 1.5854 | 1.2591 |
| No log | 1.0805 | 94 | 1.4811 | 0.3939 | 1.4811 | 1.2170 |
| No log | 1.1034 | 96 | 1.2524 | 0.4677 | 1.2524 | 1.1191 |
| No log | 1.1264 | 98 | 1.3287 | 0.4628 | 1.3287 | 1.1527 |
| No log | 1.1494 | 100 | 1.2594 | 0.3966 | 1.2594 | 1.1222 |
| No log | 1.1724 | 102 | 1.2842 | 0.2778 | 1.2842 | 1.1332 |
| No log | 1.1954 | 104 | 1.3294 | 0.2778 | 1.3294 | 1.1530 |
| No log | 1.2184 | 106 | 1.3482 | 0.2617 | 1.3482 | 1.1611 |
| No log | 1.2414 | 108 | 1.3784 | 0.3363 | 1.3784 | 1.1740 |
| No log | 1.2644 | 110 | 1.3333 | 0.3833 | 1.3333 | 1.1547 |
| No log | 1.2874 | 112 | 1.2499 | 0.4590 | 1.2499 | 1.1180 |
| No log | 1.3103 | 114 | 1.1115 | 0.5246 | 1.1115 | 1.0543 |
| No log | 1.3333 | 116 | 1.0839 | 0.5714 | 1.0839 | 1.0411 |
| No log | 1.3563 | 118 | 1.1164 | 0.5781 | 1.1164 | 1.0566 |
| No log | 1.3793 | 120 | 1.2813 | 0.5414 | 1.2813 | 1.1320 |
| No log | 1.4023 | 122 | 1.7999 | 0.3497 | 1.7999 | 1.3416 |
| No log | 1.4253 | 124 | 2.0460 | 0.1944 | 2.0460 | 1.4304 |
| No log | 1.4483 | 126 | 1.8702 | 0.2837 | 1.8702 | 1.3676 |
| No log | 1.4713 | 128 | 1.4243 | 0.5385 | 1.4243 | 1.1934 |
| No log | 1.4943 | 130 | 1.2884 | 0.2407 | 1.2884 | 1.1351 |
| No log | 1.5172 | 132 | 1.3952 | 0.2883 | 1.3952 | 1.1812 |
| No log | 1.5402 | 134 | 1.3172 | 0.2883 | 1.3172 | 1.1477 |
| No log | 1.5632 | 136 | 1.1772 | 0.3273 | 1.1772 | 1.0850 |
| No log | 1.5862 | 138 | 1.1143 | 0.4655 | 1.1143 | 1.0556 |
| No log | 1.6092 | 140 | 1.3532 | 0.5197 | 1.3532 | 1.1633 |
| No log | 1.6322 | 142 | 1.5880 | 0.4219 | 1.5880 | 1.2601 |
| No log | 1.6552 | 144 | 1.6034 | 0.4252 | 1.6034 | 1.2663 |
| No log | 1.6782 | 146 | 1.4578 | 0.4390 | 1.4578 | 1.2074 |
| No log | 1.7011 | 148 | 1.2886 | 0.4918 | 1.2886 | 1.1352 |
| No log | 1.7241 | 150 | 1.2625 | 0.5410 | 1.2625 | 1.1236 |
| No log | 1.7471 | 152 | 1.4193 | 0.4687 | 1.4193 | 1.1913 |
| No log | 1.7701 | 154 | 1.5623 | 0.4375 | 1.5623 | 1.2499 |
| No log | 1.7931 | 156 | 1.5403 | 0.4496 | 1.5403 | 1.2411 |
| No log | 1.8161 | 158 | 1.4334 | 0.4806 | 1.4334 | 1.1973 |
| No log | 1.8391 | 160 | 1.4433 | 0.4776 | 1.4433 | 1.2014 |
| No log | 1.8621 | 162 | 1.5804 | 0.4203 | 1.5804 | 1.2572 |
| No log | 1.8851 | 164 | 1.5432 | 0.4526 | 1.5432 | 1.2423 |
| No log | 1.9080 | 166 | 1.4105 | 0.4812 | 1.4105 | 1.1876 |
| No log | 1.9310 | 168 | 1.2996 | 0.528 | 1.2996 | 1.1400 |
| No log | 1.9540 | 170 | 1.3288 | 0.5312 | 1.3288 | 1.1528 |
| No log | 1.9770 | 172 | 1.3701 | 0.5 | 1.3701 | 1.1705 |
| No log | 2.0 | 174 | 1.2990 | 0.5441 | 1.2990 | 1.1397 |
| No log | 2.0230 | 176 | 1.2281 | 0.5564 | 1.2281 | 1.1082 |
| No log | 2.0460 | 178 | 1.1811 | 0.5865 | 1.1811 | 1.0868 |
| No log | 2.0690 | 180 | 1.1898 | 0.5606 | 1.1898 | 1.0908 |
| No log | 2.0920 | 182 | 1.1627 | 0.5606 | 1.1627 | 1.0783 |
| No log | 2.1149 | 184 | 1.1530 | 0.5649 | 1.1530 | 1.0738 |
| No log | 2.1379 | 186 | 1.1665 | 0.5649 | 1.1665 | 1.0800 |
| No log | 2.1609 | 188 | 1.1981 | 0.5496 | 1.1981 | 1.0946 |
| No log | 2.1839 | 190 | 1.2022 | 0.5312 | 1.2022 | 1.0965 |
| No log | 2.2069 | 192 | 1.2374 | 0.5116 | 1.2374 | 1.1124 |
| No log | 2.2299 | 194 | 1.3089 | 0.4923 | 1.3089 | 1.1441 |
| No log | 2.2529 | 196 | 1.4924 | 0.4265 | 1.4924 | 1.2217 |
| No log | 2.2759 | 198 | 1.4630 | 0.4265 | 1.4630 | 1.2095 |
| No log | 2.2989 | 200 | 1.2680 | 0.4961 | 1.2680 | 1.1260 |
| No log | 2.3218 | 202 | 1.1860 | 0.5354 | 1.1860 | 1.0891 |
| No log | 2.3448 | 204 | 1.2265 | 0.5231 | 1.2265 | 1.1075 |
| No log | 2.3678 | 206 | 1.2553 | 0.5344 | 1.2553 | 1.1204 |
| No log | 2.3908 | 208 | 1.2083 | 0.5426 | 1.2083 | 1.0992 |
| No log | 2.4138 | 210 | 1.1640 | 0.5781 | 1.1640 | 1.0789 |
| No log | 2.4368 | 212 | 1.0898 | 0.5827 | 1.0898 | 1.0439 |
| No log | 2.4598 | 214 | 1.1020 | 0.5323 | 1.1020 | 1.0498 |
| No log | 2.4828 | 216 | 1.1504 | 0.5714 | 1.1504 | 1.0726 |
| No log | 2.5057 | 218 | 1.1112 | 0.56 | 1.1112 | 1.0542 |
| No log | 2.5287 | 220 | 1.0967 | 0.5669 | 1.0967 | 1.0472 |
| No log | 2.5517 | 222 | 1.1012 | 0.5410 | 1.1012 | 1.0494 |
| No log | 2.5747 | 224 | 1.1181 | 0.4706 | 1.1181 | 1.0574 |
| No log | 2.5977 | 226 | 1.1496 | 0.4786 | 1.1496 | 1.0722 |
| No log | 2.6207 | 228 | 1.1519 | 0.5691 | 1.1519 | 1.0733 |
| No log | 2.6437 | 230 | 1.1306 | 0.5760 | 1.1306 | 1.0633 |
| No log | 2.6667 | 232 | 1.2015 | 0.5692 | 1.2015 | 1.0961 |
| No log | 2.6897 | 234 | 1.3104 | 0.4380 | 1.3104 | 1.1447 |
| No log | 2.7126 | 236 | 1.3136 | 0.4672 | 1.3136 | 1.1461 |
| No log | 2.7356 | 238 | 1.1960 | 0.5496 | 1.1960 | 1.0936 |
| No log | 2.7586 | 240 | 1.2786 | 0.5303 | 1.2786 | 1.1308 |
| No log | 2.7816 | 242 | 1.4279 | 0.4203 | 1.4279 | 1.1949 |
| No log | 2.8046 | 244 | 1.4671 | 0.4029 | 1.4671 | 1.2112 |
| No log | 2.8276 | 246 | 1.3665 | 0.4460 | 1.3665 | 1.1690 |
| No log | 2.8506 | 248 | 1.0579 | 0.6423 | 1.0579 | 1.0285 |
| No log | 2.8736 | 250 | 0.9342 | 0.6861 | 0.9342 | 0.9665 |
| No log | 2.8966 | 252 | 0.9813 | 0.6423 | 0.9813 | 0.9906 |
| No log | 2.9195 | 254 | 1.1367 | 0.5899 | 1.1367 | 1.0661 |
| No log | 2.9425 | 256 | 1.1817 | 0.5758 | 1.1817 | 1.0870 |
| No log | 2.9655 | 258 | 1.1011 | 0.5846 | 1.1011 | 1.0494 |
| No log | 2.9885 | 260 | 1.0400 | 0.5669 | 1.0400 | 1.0198 |
| No log | 3.0115 | 262 | 0.9944 | 0.6299 | 0.9944 | 0.9972 |
| No log | 3.0345 | 264 | 0.9963 | 0.6032 | 0.9963 | 0.9981 |
| No log | 3.0575 | 266 | 1.1173 | 0.5625 | 1.1173 | 1.0570 |
| No log | 3.0805 | 268 | 1.1982 | 0.5271 | 1.1982 | 1.0946 |
| No log | 3.1034 | 270 | 1.2233 | 0.5426 | 1.2233 | 1.1060 |
| No log | 3.1264 | 272 | 1.3227 | 0.4962 | 1.3227 | 1.1501 |
| No log | 3.1494 | 274 | 1.2208 | 0.5426 | 1.2208 | 1.1049 |
| No log | 3.1724 | 276 | 1.0372 | 0.5645 | 1.0372 | 1.0185 |
| No log | 3.1954 | 278 | 0.9725 | 0.5873 | 0.9725 | 0.9862 |
| No log | 3.2184 | 280 | 1.0086 | 0.5873 | 1.0086 | 1.0043 |
| No log | 3.2414 | 282 | 1.1523 | 0.5827 | 1.1523 | 1.0735 |
| No log | 3.2644 | 284 | 1.3368 | 0.5116 | 1.3368 | 1.1562 |
| No log | 3.2874 | 286 | 1.4434 | 0.4962 | 1.4434 | 1.2014 |
| No log | 3.3103 | 288 | 1.4567 | 0.4925 | 1.4567 | 1.2069 |
| No log | 3.3333 | 290 | 1.3767 | 0.4769 | 1.3767 | 1.1733 |
| No log | 3.3563 | 292 | 1.3411 | 0.4961 | 1.3411 | 1.1581 |
| No log | 3.3793 | 294 | 1.3676 | 0.4733 | 1.3676 | 1.1694 |
| No log | 3.4023 | 296 | 1.2750 | 0.5039 | 1.2750 | 1.1291 |
| No log | 3.4253 | 298 | 1.2325 | 0.5039 | 1.2325 | 1.1102 |
| No log | 3.4483 | 300 | 1.2712 | 0.5039 | 1.2712 | 1.1275 |
| No log | 3.4713 | 302 | 1.3184 | 0.4961 | 1.3184 | 1.1482 |
| No log | 3.4943 | 304 | 1.4368 | 0.4148 | 1.4368 | 1.1987 |
| No log | 3.5172 | 306 | 1.4269 | 0.4328 | 1.4269 | 1.1945 |
| No log | 3.5402 | 308 | 1.3510 | 0.4593 | 1.3510 | 1.1623 |
| No log | 3.5632 | 310 | 1.3076 | 0.4593 | 1.3076 | 1.1435 |
| No log | 3.5862 | 312 | 1.3697 | 0.4526 | 1.3697 | 1.1703 |
| No log | 3.6092 | 314 | 1.5421 | 0.4088 | 1.5421 | 1.2418 |
| No log | 3.6322 | 316 | 1.5764 | 0.4058 | 1.5764 | 1.2555 |
| No log | 3.6552 | 318 | 1.5224 | 0.4058 | 1.5224 | 1.2339 |
| No log | 3.6782 | 320 | 1.5893 | 0.3714 | 1.5893 | 1.2607 |
| No log | 3.7011 | 322 | 1.4869 | 0.3714 | 1.4869 | 1.2194 |
| No log | 3.7241 | 324 | 1.2243 | 0.5564 | 1.2243 | 1.1065 |
| No log | 3.7471 | 326 | 1.1279 | 0.5692 | 1.1279 | 1.0620 |
| No log | 3.7701 | 328 | 1.1739 | 0.5344 | 1.1739 | 1.0835 |
| No log | 3.7931 | 330 | 1.4700 | 0.3741 | 1.4700 | 1.2125 |
| No log | 3.8161 | 332 | 1.6624 | 0.3714 | 1.6624 | 1.2894 |
| No log | 3.8391 | 334 | 1.4960 | 0.3714 | 1.4960 | 1.2231 |
| No log | 3.8621 | 336 | 1.3010 | 0.5606 | 1.3010 | 1.1406 |
| No log | 3.8851 | 338 | 1.3107 | 0.5606 | 1.3107 | 1.1449 |
| No log | 3.9080 | 340 | 1.3728 | 0.5414 | 1.3728 | 1.1716 |
| No log | 3.9310 | 342 | 1.4491 | 0.4593 | 1.4491 | 1.2038 |
| No log | 3.9540 | 344 | 1.5773 | 0.3623 | 1.5773 | 1.2559 |
| No log | 3.9770 | 346 | 1.7291 | 0.3262 | 1.7291 | 1.3149 |
| No log | 4.0 | 348 | 1.7387 | 0.3429 | 1.7387 | 1.3186 |
| No log | 4.0230 | 350 | 1.6559 | 0.3623 | 1.6559 | 1.2868 |
| No log | 4.0460 | 352 | 1.4741 | 0.5344 | 1.4741 | 1.2141 |
| No log | 4.0690 | 354 | 1.3706 | 0.5 | 1.3706 | 1.1707 |
| No log | 4.0920 | 356 | 1.3625 | 0.5354 | 1.3625 | 1.1673 |
| No log | 4.1149 | 358 | 1.4286 | 0.5113 | 1.4286 | 1.1952 |
| No log | 4.1379 | 360 | 1.6639 | 0.3404 | 1.6639 | 1.2899 |
| No log | 4.1609 | 362 | 1.9604 | 0.2759 | 1.9604 | 1.4002 |
| No log | 4.1839 | 364 | 2.1547 | 0.1644 | 2.1547 | 1.4679 |
| No log | 4.2069 | 366 | 2.0803 | 0.2345 | 2.0803 | 1.4423 |
| No log | 4.2299 | 368 | 1.7800 | 0.3194 | 1.7800 | 1.3342 |
| No log | 4.2529 | 370 | 1.4957 | 0.4380 | 1.4957 | 1.2230 |
| No log | 4.2759 | 372 | 1.4564 | 0.4559 | 1.4564 | 1.2068 |
| No log | 4.2989 | 374 | 1.5045 | 0.4296 | 1.5045 | 1.2266 |
| No log | 4.3218 | 376 | 1.5944 | 0.3852 | 1.5944 | 1.2627 |
| No log | 4.3448 | 378 | 1.5763 | 0.3852 | 1.5763 | 1.2555 |
| No log | 4.3678 | 380 | 1.5089 | 0.4242 | 1.5089 | 1.2284 |
| No log | 4.3908 | 382 | 1.5180 | 0.4296 | 1.5180 | 1.2321 |
| No log | 4.4138 | 384 | 1.6072 | 0.3768 | 1.6072 | 1.2677 |
| No log | 4.4368 | 386 | 1.6286 | 0.3404 | 1.6286 | 1.2762 |
| No log | 4.4598 | 388 | 1.5246 | 0.3885 | 1.5246 | 1.2347 |
| No log | 4.4828 | 390 | 1.2945 | 0.5263 | 1.2945 | 1.1378 |
| No log | 4.5057 | 392 | 1.2349 | 0.5385 | 1.2349 | 1.1113 |
| No log | 4.5287 | 394 | 1.2889 | 0.4961 | 1.2889 | 1.1353 |
| No log | 4.5517 | 396 | 1.4070 | 0.5 | 1.4070 | 1.1862 |
| No log | 4.5747 | 398 | 1.3769 | 0.5191 | 1.3769 | 1.1734 |
| No log | 4.5977 | 400 | 1.3234 | 0.4961 | 1.3234 | 1.1504 |
| No log | 4.6207 | 402 | 1.1981 | 0.5581 | 1.1981 | 1.0946 |
| No log | 4.6437 | 404 | 1.1565 | 0.5692 | 1.1565 | 1.0754 |
| No log | 4.6667 | 406 | 1.3229 | 0.5185 | 1.3229 | 1.1502 |
| No log | 4.6897 | 408 | 1.6437 | 0.3099 | 1.6437 | 1.2821 |
| No log | 4.7126 | 410 | 1.8009 | 0.2937 | 1.8009 | 1.3420 |
| No log | 4.7356 | 412 | 1.8364 | 0.2937 | 1.8364 | 1.3551 |
| No log | 4.7586 | 414 | 1.8491 | 0.2937 | 1.8491 | 1.3598 |
| No log | 4.7816 | 416 | 1.8671 | 0.2937 | 1.8671 | 1.3664 |
| No log | 4.8046 | 418 | 1.6429 | 0.3429 | 1.6429 | 1.2817 |
| No log | 4.8276 | 420 | 1.3856 | 0.4885 | 1.3856 | 1.1771 |
| No log | 4.8506 | 422 | 1.1711 | 0.5760 | 1.1711 | 1.0822 |
| No log | 4.8736 | 424 | 1.1531 | 0.5333 | 1.1531 | 1.0738 |
| No log | 4.8966 | 426 | 1.2058 | 0.5333 | 1.2058 | 1.0981 |
| No log | 4.9195 | 428 | 1.3206 | 0.4960 | 1.3206 | 1.1492 |
| No log | 4.9425 | 430 | 1.5334 | 0.4662 | 1.5334 | 1.2383 |
| No log | 4.9655 | 432 | 1.6032 | 0.3910 | 1.6032 | 1.2662 |
| No log | 4.9885 | 434 | 1.5111 | 0.4662 | 1.5111 | 1.2293 |
| No log | 5.0115 | 436 | 1.3103 | 0.4882 | 1.3103 | 1.1447 |
| No log | 5.0345 | 438 | 1.1810 | 0.5161 | 1.1810 | 1.0868 |
| No log | 5.0575 | 440 | 1.1516 | 0.5323 | 1.1516 | 1.0731 |
| No log | 5.0805 | 442 | 1.1639 | 0.512 | 1.1639 | 1.0788 |
| No log | 5.1034 | 444 | 1.3012 | 0.4688 | 1.3012 | 1.1407 |
| No log | 5.1264 | 446 | 1.5285 | 0.4412 | 1.5285 | 1.2363 |
| No log | 5.1494 | 448 | 1.8003 | 0.2411 | 1.8003 | 1.3418 |
| No log | 5.1724 | 450 | 1.9070 | 0.2254 | 1.9070 | 1.3809 |
| No log | 5.1954 | 452 | 1.8954 | 0.1986 | 1.8954 | 1.3767 |
| No log | 5.2184 | 454 | 1.7546 | 0.2794 | 1.7546 | 1.3246 |
| No log | 5.2414 | 456 | 1.5689 | 0.4962 | 1.5689 | 1.2526 |
| No log | 5.2644 | 458 | 1.4135 | 0.4961 | 1.4135 | 1.1889 |
| No log | 5.2874 | 460 | 1.3102 | 0.5197 | 1.3102 | 1.1447 |
| No log | 5.3103 | 462 | 1.3136 | 0.5197 | 1.3136 | 1.1461 |
| No log | 5.3333 | 464 | 1.4122 | 0.4848 | 1.4122 | 1.1884 |
| No log | 5.3563 | 466 | 1.6434 | 0.3429 | 1.6434 | 1.2819 |
| No log | 5.3793 | 468 | 1.7797 | 0.2500 | 1.7797 | 1.3341 |
| No log | 5.4023 | 470 | 1.6938 | 0.2937 | 1.6938 | 1.3015 |
| No log | 5.4253 | 472 | 1.4997 | 0.4627 | 1.4997 | 1.2246 |
| No log | 5.4483 | 474 | 1.3020 | 0.4961 | 1.3020 | 1.1410 |
| No log | 5.4713 | 476 | 1.2321 | 0.56 | 1.2321 | 1.1100 |
| No log | 5.4943 | 478 | 1.2385 | 0.56 | 1.2385 | 1.1129 |
| No log | 5.5172 | 480 | 1.3110 | 0.4921 | 1.3110 | 1.1450 |
| No log | 5.5402 | 482 | 1.4441 | 0.4733 | 1.4441 | 1.2017 |
| No log | 5.5632 | 484 | 1.5051 | 0.4580 | 1.5051 | 1.2268 |
| No log | 5.5862 | 486 | 1.4491 | 0.4375 | 1.4491 | 1.2038 |
| No log | 5.6092 | 488 | 1.3803 | 0.4921 | 1.3803 | 1.1749 |
| No log | 5.6322 | 490 | 1.3547 | 0.4688 | 1.3547 | 1.1639 |
| No log | 5.6552 | 492 | 1.3347 | 0.5077 | 1.3347 | 1.1553 |
| No log | 5.6782 | 494 | 1.4334 | 0.4662 | 1.4334 | 1.1972 |
| No log | 5.7011 | 496 | 1.5450 | 0.4593 | 1.5450 | 1.2430 |
| No log | 5.7241 | 498 | 1.5718 | 0.4593 | 1.5718 | 1.2537 |
| 0.4347 | 5.7471 | 500 | 1.5015 | 0.4394 | 1.5015 | 1.2254 |
| 0.4347 | 5.7701 | 502 | 1.3400 | 0.5039 | 1.3400 | 1.1576 |
| 0.4347 | 5.7931 | 504 | 1.2568 | 0.4915 | 1.2568 | 1.1211 |
| 0.4347 | 5.8161 | 506 | 1.2432 | 0.4915 | 1.2432 | 1.1150 |
| 0.4347 | 5.8391 | 508 | 1.2658 | 0.5161 | 1.2658 | 1.1251 |
| 0.4347 | 5.8621 | 510 | 1.4334 | 0.4848 | 1.4334 | 1.1972 |
| 0.4347 | 5.8851 | 512 | 1.5819 | 0.3676 | 1.5819 | 1.2577 |
| 0.4347 | 5.9080 | 514 | 1.5649 | 0.3852 | 1.5649 | 1.2509 |
| 0.4347 | 5.9310 | 516 | 1.3894 | 0.4889 | 1.3894 | 1.1787 |
| 0.4347 | 5.9540 | 518 | 1.1733 | 0.5564 | 1.1733 | 1.0832 |
| 0.4347 | 5.9770 | 520 | 1.0960 | 0.5581 | 1.0960 | 1.0469 |
| 0.4347 | 6.0 | 522 | 1.1116 | 0.5649 | 1.1116 | 1.0543 |
| 0.4347 | 6.0230 | 524 | 1.1948 | 0.5455 | 1.1948 | 1.0931 |
| 0.4347 | 6.0460 | 526 | 1.3285 | 0.5113 | 1.3285 | 1.1526 |
| 0.4347 | 6.0690 | 528 | 1.3922 | 0.4697 | 1.3922 | 1.1799 |
| 0.4347 | 6.0920 | 530 | 1.3815 | 0.4580 | 1.3815 | 1.1754 |
| 0.4347 | 6.1149 | 532 | 1.2919 | 0.5312 | 1.2919 | 1.1366 |
| 0.4347 | 6.1379 | 534 | 1.2262 | 0.5397 | 1.2262 | 1.1073 |
| 0.4347 | 6.1609 | 536 | 1.2131 | 0.512 | 1.2131 | 1.1014 |
| 0.4347 | 6.1839 | 538 | 1.2450 | 0.512 | 1.2450 | 1.1158 |
| 0.4347 | 6.2069 | 540 | 1.3866 | 0.4615 | 1.3866 | 1.1776 |
| 0.4347 | 6.2299 | 542 | 1.6000 | 0.4 | 1.6000 | 1.2649 |
| 0.4347 | 6.2529 | 544 | 1.7320 | 0.3333 | 1.7320 | 1.3161 |
| 0.4347 | 6.2759 | 546 | 1.7131 | 0.3165 | 1.7131 | 1.3088 |
| 0.4347 | 6.2989 | 548 | 1.5479 | 0.4265 | 1.5479 | 1.2441 |
| 0.4347 | 6.3218 | 550 | 1.3998 | 0.4511 | 1.3998 | 1.1831 |
| 0.4347 | 6.3448 | 552 | 1.3579 | 0.4923 | 1.3579 | 1.1653 |
| 0.4347 | 6.3678 | 554 | 1.3935 | 0.4885 | 1.3935 | 1.1805 |
| 0.4347 | 6.3908 | 556 | 1.4059 | 0.5312 | 1.4059 | 1.1857 |
| 0.4347 | 6.4138 | 558 | 1.4852 | 0.4769 | 1.4852 | 1.2187 |
| 0.4347 | 6.4368 | 560 | 1.5676 | 0.4154 | 1.5676 | 1.2521 |
| 0.4347 | 6.4598 | 562 | 1.5989 | 0.4154 | 1.5989 | 1.2645 |
| 0.4347 | 6.4828 | 564 | 1.5775 | 0.4242 | 1.5775 | 1.2560 |
| 0.4347 | 6.5057 | 566 | 1.5556 | 0.4328 | 1.5556 | 1.2473 |
| 0.4347 | 6.5287 | 568 | 1.4635 | 0.4511 | 1.4635 | 1.2097 |
| 0.4347 | 6.5517 | 570 | 1.4034 | 0.4812 | 1.4034 | 1.1846 |
| 0.4347 | 6.5747 | 572 | 1.4276 | 0.4776 | 1.4276 | 1.1948 |
| 0.4347 | 6.5977 | 574 | 1.5342 | 0.4348 | 1.5342 | 1.2386 |
| 0.4347 | 6.6207 | 576 | 1.6155 | 0.3913 | 1.6155 | 1.2710 |
| 0.4347 | 6.6437 | 578 | 1.6526 | 0.3741 | 1.6526 | 1.2855 |
| 0.4347 | 6.6667 | 580 | 1.4867 | 0.4444 | 1.4867 | 1.2193 |
| 0.4347 | 6.6897 | 582 | 1.3511 | 0.5077 | 1.3511 | 1.1623 |
| 0.4347 | 6.7126 | 584 | 1.2709 | 0.512 | 1.2709 | 1.1273 |
| 0.4347 | 6.7356 | 586 | 1.2833 | 0.4754 | 1.2833 | 1.1328 |
| 0.4347 | 6.7586 | 588 | 1.3130 | 0.5 | 1.3130 | 1.1458 |
| 0.4347 | 6.7816 | 590 | 1.3059 | 0.512 | 1.3059 | 1.1427 |
| 0.4347 | 6.8046 | 592 | 1.3349 | 0.5312 | 1.3349 | 1.1554 |
| 0.4347 | 6.8276 | 594 | 1.3663 | 0.4885 | 1.3663 | 1.1689 |
| 0.4347 | 6.8506 | 596 | 1.4730 | 0.4627 | 1.4730 | 1.2137 |
| 0.4347 | 6.8736 | 598 | 1.5839 | 0.3913 | 1.5839 | 1.2585 |
| 0.4347 | 6.8966 | 600 | 1.5044 | 0.4265 | 1.5044 | 1.2265 |
| 0.4347 | 6.9195 | 602 | 1.3039 | 0.5263 | 1.3039 | 1.1419 |
| 0.4347 | 6.9425 | 604 | 1.1330 | 0.5736 | 1.1330 | 1.0644 |
| 0.4347 | 6.9655 | 606 | 1.0688 | 0.5556 | 1.0688 | 1.0338 |
| 0.4347 | 6.9885 | 608 | 1.0872 | 0.5669 | 1.0872 | 1.0427 |
| 0.4347 | 7.0115 | 610 | 1.1955 | 0.5606 | 1.1955 | 1.0934 |
| 0.4347 | 7.0345 | 612 | 1.3510 | 0.5 | 1.3510 | 1.1623 |
| 0.4347 | 7.0575 | 614 | 1.4167 | 0.4962 | 1.4167 | 1.1902 |
| 0.4347 | 7.0805 | 616 | 1.3512 | 0.5 | 1.3512 | 1.1624 |
| 0.4347 | 7.1034 | 618 | 1.2124 | 0.5469 | 1.2124 | 1.1011 |
| 0.4347 | 7.1264 | 620 | 1.1339 | 0.56 | 1.1339 | 1.0649 |
| 0.4347 | 7.1494 | 622 | 1.1438 | 0.56 | 1.1438 | 1.0695 |
| 0.4347 | 7.1724 | 624 | 1.1986 | 0.5323 | 1.1986 | 1.0948 |
| 0.4347 | 7.1954 | 626 | 1.2715 | 0.528 | 1.2715 | 1.1276 |
| 0.4347 | 7.2184 | 628 | 1.3823 | 0.4885 | 1.3823 | 1.1757 |
| 0.4347 | 7.2414 | 630 | 1.4553 | 0.5 | 1.4553 | 1.2064 |
| 0.4347 | 7.2644 | 632 | 1.4225 | 0.4769 | 1.4225 | 1.1927 |
| 0.4347 | 7.2874 | 634 | 1.3294 | 0.5197 | 1.3294 | 1.1530 |
| 0.4347 | 7.3103 | 636 | 1.2544 | 0.5625 | 1.2544 | 1.1200 |
| 0.4347 | 7.3333 | 638 | 1.2116 | 0.5469 | 1.2116 | 1.1007 |
| 0.4347 | 7.3563 | 640 | 1.2316 | 0.5736 | 1.2316 | 1.1098 |
| 0.4347 | 7.3793 | 642 | 1.3420 | 0.5538 | 1.3420 | 1.1584 |
| 0.4347 | 7.4023 | 644 | 1.4724 | 0.4427 | 1.4724 | 1.2134 |
| 0.4347 | 7.4253 | 646 | 1.6138 | 0.3529 | 1.6138 | 1.2704 |
| 0.4347 | 7.4483 | 648 | 1.6128 | 0.3407 | 1.6128 | 1.2699 |
| 0.4347 | 7.4713 | 650 | 1.5286 | 0.3969 | 1.5286 | 1.2364 |
| 0.4347 | 7.4943 | 652 | 1.4003 | 0.5197 | 1.4003 | 1.1833 |
| 0.4347 | 7.5172 | 654 | 1.2823 | 0.5556 | 1.2823 | 1.1324 |
| 0.4347 | 7.5402 | 656 | 1.2540 | 0.56 | 1.2540 | 1.1198 |
| 0.4347 | 7.5632 | 658 | 1.2793 | 0.5556 | 1.2793 | 1.1311 |
| 0.4347 | 7.5862 | 660 | 1.3627 | 0.5469 | 1.3627 | 1.1673 |
| 0.4347 | 7.6092 | 662 | 1.4674 | 0.4697 | 1.4674 | 1.2113 |
| 0.4347 | 7.6322 | 664 | 1.5248 | 0.3407 | 1.5248 | 1.2348 |
| 0.4347 | 7.6552 | 666 | 1.4965 | 0.3676 | 1.4965 | 1.2233 |
| 0.4347 | 7.6782 | 668 | 1.4107 | 0.5152 | 1.4107 | 1.1877 |
| 0.4347 | 7.7011 | 670 | 1.3486 | 0.5414 | 1.3486 | 1.1613 |
| 0.4347 | 7.7241 | 672 | 1.3490 | 0.5152 | 1.3490 | 1.1615 |
| 0.4347 | 7.7471 | 674 | 1.3717 | 0.5152 | 1.3717 | 1.1712 |
| 0.4347 | 7.7701 | 676 | 1.3971 | 0.5152 | 1.3971 | 1.1820 |
| 0.4347 | 7.7931 | 678 | 1.4638 | 0.4848 | 1.4638 | 1.2099 |
| 0.4347 | 7.8161 | 680 | 1.4675 | 0.4885 | 1.4675 | 1.2114 |
| 0.4347 | 7.8391 | 682 | 1.5349 | 0.3910 | 1.5349 | 1.2389 |
| 0.4347 | 7.8621 | 684 | 1.5463 | 0.3910 | 1.5463 | 1.2435 |
| 0.4347 | 7.8851 | 686 | 1.5596 | 0.3910 | 1.5596 | 1.2488 |
| 0.4347 | 7.9080 | 688 | 1.4831 | 0.4806 | 1.4831 | 1.2178 |
| 0.4347 | 7.9310 | 690 | 1.4093 | 0.4806 | 1.4093 | 1.1871 |
| 0.4347 | 7.9540 | 692 | 1.3967 | 0.5197 | 1.3967 | 1.1818 |
| 0.4347 | 7.9770 | 694 | 1.4094 | 0.5197 | 1.4094 | 1.1872 |
| 0.4347 | 8.0 | 696 | 1.4270 | 0.4806 | 1.4270 | 1.1946 |
| 0.4347 | 8.0230 | 698 | 1.3780 | 0.4806 | 1.3780 | 1.1739 |
| 0.4347 | 8.0460 | 700 | 1.3167 | 0.5077 | 1.3167 | 1.1475 |
| 0.4347 | 8.0690 | 702 | 1.2951 | 0.4806 | 1.2951 | 1.1380 |
| 0.4347 | 8.0920 | 704 | 1.3042 | 0.4806 | 1.3042 | 1.1420 |
| 0.4347 | 8.1149 | 706 | 1.3067 | 0.4806 | 1.3067 | 1.1431 |
| 0.4347 | 8.1379 | 708 | 1.2937 | 0.4921 | 1.2937 | 1.1374 |
| 0.4347 | 8.1609 | 710 | 1.2888 | 0.4921 | 1.2888 | 1.1353 |
| 0.4347 | 8.1839 | 712 | 1.3342 | 0.4800 | 1.3342 | 1.1551 |
| 0.4347 | 8.2069 | 714 | 1.4315 | 0.4531 | 1.4315 | 1.1964 |
| 0.4347 | 8.2299 | 716 | 1.5187 | 0.4615 | 1.5187 | 1.2324 |
| 0.4347 | 8.2529 | 718 | 1.6451 | 0.3556 | 1.6451 | 1.2826 |
| 0.4347 | 8.2759 | 720 | 1.6716 | 0.3504 | 1.6716 | 1.2929 |
| 0.4347 | 8.2989 | 722 | 1.5875 | 0.3824 | 1.5875 | 1.2600 |
| 0.4347 | 8.3218 | 724 | 1.4811 | 0.4662 | 1.4811 | 1.2170 |
| 0.4347 | 8.3448 | 726 | 1.4022 | 0.4545 | 1.4022 | 1.1842 |
| 0.4347 | 8.3678 | 728 | 1.4026 | 0.4885 | 1.4026 | 1.1843 |
| 0.4347 | 8.3908 | 730 | 1.4609 | 0.4545 | 1.4609 | 1.2087 |
| 0.4347 | 8.4138 | 732 | 1.6069 | 0.3910 | 1.6069 | 1.2676 |
| 0.4347 | 8.4368 | 734 | 1.8499 | 0.2817 | 1.8499 | 1.3601 |
| 0.4347 | 8.4598 | 736 | 1.9723 | 0.2517 | 1.9723 | 1.4044 |
| 0.4347 | 8.4828 | 738 | 1.9968 | 0.2517 | 1.9968 | 1.4131 |
| 0.4347 | 8.5057 | 740 | 1.8984 | 0.2517 | 1.8984 | 1.3778 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|