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library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_holistic
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. -->
# Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_holistic
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: 19.8482
- Qwk: 0.5185
- Mse: 19.8482
- Rmse: 4.4551
## 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 | 0.0202 | 2 | 313.6096 | -0.0014 | 313.6096 | 17.7090 |
| No log | 0.0404 | 4 | 303.3013 | 0.0050 | 303.3013 | 17.4155 |
| No log | 0.0606 | 6 | 287.3861 | 0.0060 | 287.3860 | 16.9525 |
| No log | 0.0808 | 8 | 262.5059 | 0.0068 | 262.5059 | 16.2020 |
| No log | 0.1010 | 10 | 248.7620 | 0.0016 | 248.7621 | 15.7722 |
| No log | 0.1212 | 12 | 235.4353 | 0.0089 | 235.4353 | 15.3439 |
| No log | 0.1414 | 14 | 232.2507 | 0.0106 | 232.2507 | 15.2398 |
| No log | 0.1616 | 16 | 216.5373 | 0.0051 | 216.5373 | 14.7152 |
| No log | 0.1818 | 18 | 203.2328 | 0.0150 | 203.2328 | 14.2560 |
| No log | 0.2020 | 20 | 195.4419 | 0.0072 | 195.4419 | 13.9801 |
| No log | 0.2222 | 22 | 190.0526 | 0.0051 | 190.0526 | 13.7860 |
| No log | 0.2424 | 24 | 180.6351 | 0.0114 | 180.6351 | 13.4401 |
| No log | 0.2626 | 26 | 170.7146 | 0.0051 | 170.7147 | 13.0658 |
| No log | 0.2828 | 28 | 164.8426 | 0.0031 | 164.8426 | 12.8391 |
| No log | 0.3030 | 30 | 164.3818 | 0.0051 | 164.3818 | 12.8211 |
| No log | 0.3232 | 32 | 155.4438 | 0.0188 | 155.4438 | 12.4677 |
| No log | 0.3434 | 34 | 150.0850 | 0.0063 | 150.0850 | 12.2509 |
| No log | 0.3636 | 36 | 147.7723 | 0.0064 | 147.7723 | 12.1562 |
| No log | 0.3838 | 38 | 145.6931 | 0.0057 | 145.6931 | 12.0703 |
| No log | 0.4040 | 40 | 139.4903 | 0.0007 | 139.4903 | 11.8106 |
| No log | 0.4242 | 42 | 136.3576 | 0.0007 | 136.3575 | 11.6772 |
| No log | 0.4444 | 44 | 135.1704 | 0.0098 | 135.1704 | 11.6263 |
| No log | 0.4646 | 46 | 132.9338 | 0.0138 | 132.9338 | 11.5297 |
| No log | 0.4848 | 48 | 127.6507 | 0.0047 | 127.6507 | 11.2983 |
| No log | 0.5051 | 50 | 125.1254 | 0.0040 | 125.1254 | 11.1859 |
| No log | 0.5253 | 52 | 123.6479 | 0.0039 | 123.6480 | 11.1197 |
| No log | 0.5455 | 54 | 121.6862 | 0.0031 | 121.6862 | 11.0311 |
| No log | 0.5657 | 56 | 117.6784 | 0.0 | 117.6784 | 10.8480 |
| No log | 0.5859 | 58 | 116.0690 | 0.0043 | 116.0690 | 10.7735 |
| No log | 0.6061 | 60 | 113.6829 | 0.0180 | 113.6828 | 10.6622 |
| No log | 0.6263 | 62 | 111.3398 | 0.0076 | 111.3398 | 10.5518 |
| No log | 0.6465 | 64 | 109.2005 | 0.0047 | 109.2005 | 10.4499 |
| No log | 0.6667 | 66 | 107.7348 | 0.0036 | 107.7348 | 10.3795 |
| No log | 0.6869 | 68 | 108.6367 | 0.0060 | 108.6367 | 10.4229 |
| No log | 0.7071 | 70 | 103.2487 | 0.0 | 103.2487 | 10.1611 |
| No log | 0.7273 | 72 | 100.9237 | 0.0 | 100.9237 | 10.0461 |
| No log | 0.7475 | 74 | 100.5813 | 0.0 | 100.5813 | 10.0290 |
| No log | 0.7677 | 76 | 98.3592 | 0.0019 | 98.3592 | 9.9176 |
| No log | 0.7879 | 78 | 95.9004 | 0.0115 | 95.9004 | 9.7929 |
| No log | 0.8081 | 80 | 94.0087 | 0.0055 | 94.0087 | 9.6958 |
| No log | 0.8283 | 82 | 92.7210 | 0.0055 | 92.7210 | 9.6292 |
| No log | 0.8485 | 84 | 90.4730 | 0.0 | 90.4730 | 9.5117 |
| No log | 0.8687 | 86 | 89.9171 | 0.0 | 89.9171 | 9.4825 |
| No log | 0.8889 | 88 | 88.2410 | 0.0 | 88.2410 | 9.3937 |
| No log | 0.9091 | 90 | 86.7016 | 0.0 | 86.7016 | 9.3114 |
| No log | 0.9293 | 92 | 85.4934 | 0.0 | 85.4934 | 9.2463 |
| No log | 0.9495 | 94 | 85.5961 | 0.0 | 85.5961 | 9.2518 |
| No log | 0.9697 | 96 | 83.4744 | 0.0 | 83.4744 | 9.1364 |
| No log | 0.9899 | 98 | 82.7393 | -0.0016 | 82.7393 | 9.0961 |
| No log | 1.0101 | 100 | 80.9662 | 0.0150 | 80.9662 | 8.9981 |
| No log | 1.0303 | 102 | 80.8035 | 0.0177 | 80.8035 | 8.9891 |
| No log | 1.0505 | 104 | 79.4126 | 0.0097 | 79.4126 | 8.9114 |
| No log | 1.0707 | 106 | 78.2397 | 0.0015 | 78.2397 | 8.8453 |
| No log | 1.0909 | 108 | 77.0818 | 0.0013 | 77.0818 | 8.7796 |
| No log | 1.1111 | 110 | 77.4486 | 0.0053 | 77.4486 | 8.8005 |
| No log | 1.1313 | 112 | 76.8616 | 0.0053 | 76.8616 | 8.7671 |
| No log | 1.1515 | 114 | 74.4138 | 0.0 | 74.4138 | 8.6263 |
| No log | 1.1717 | 116 | 73.6612 | 0.0 | 73.6612 | 8.5826 |
| No log | 1.1919 | 118 | 72.5666 | 0.0 | 72.5665 | 8.5186 |
| No log | 1.2121 | 120 | 72.2171 | 0.0 | 72.2171 | 8.4981 |
| No log | 1.2323 | 122 | 70.7458 | 0.0 | 70.7458 | 8.4111 |
| No log | 1.2525 | 124 | 69.9484 | 0.0 | 69.9484 | 8.3635 |
| No log | 1.2727 | 126 | 69.0810 | 0.0 | 69.0810 | 8.3115 |
| No log | 1.2929 | 128 | 68.2466 | 0.0367 | 68.2466 | 8.2612 |
| No log | 1.3131 | 130 | 67.7117 | 0.0266 | 67.7117 | 8.2287 |
| No log | 1.3333 | 132 | 66.7545 | 0.0101 | 66.7545 | 8.1703 |
| No log | 1.3535 | 134 | 65.9703 | 0.0046 | 65.9703 | 8.1222 |
| No log | 1.3737 | 136 | 65.2437 | 0.0046 | 65.2437 | 8.0774 |
| No log | 1.3939 | 138 | 65.0233 | 0.0016 | 65.0233 | 8.0637 |
| No log | 1.4141 | 140 | 64.4882 | 0.0016 | 64.4882 | 8.0305 |
| No log | 1.4343 | 142 | 63.1718 | 0.0 | 63.1718 | 7.9481 |
| No log | 1.4545 | 144 | 63.1882 | 0.0 | 63.1882 | 7.9491 |
| No log | 1.4747 | 146 | 62.1410 | 0.0 | 62.1410 | 7.8830 |
| No log | 1.4949 | 148 | 62.1609 | 0.0 | 62.1609 | 7.8842 |
| No log | 1.5152 | 150 | 61.7181 | 0.0 | 61.7181 | 7.8561 |
| No log | 1.5354 | 152 | 60.4788 | 0.0 | 60.4788 | 7.7768 |
| No log | 1.5556 | 154 | 60.0267 | 0.0 | 60.0267 | 7.7477 |
| No log | 1.5758 | 156 | 59.4185 | 0.0 | 59.4185 | 7.7083 |
| No log | 1.5960 | 158 | 59.4573 | 0.0 | 59.4573 | 7.7109 |
| No log | 1.6162 | 160 | 58.5096 | 0.0 | 58.5096 | 7.6492 |
| No log | 1.6364 | 162 | 57.8821 | 0.0 | 57.8821 | 7.6080 |
| No log | 1.6566 | 164 | 57.3682 | 0.0 | 57.3682 | 7.5742 |
| No log | 1.6768 | 166 | 57.0274 | 0.0127 | 57.0274 | 7.5516 |
| No log | 1.6970 | 168 | 56.5082 | 0.0291 | 56.5082 | 7.5172 |
| No log | 1.7172 | 170 | 56.0240 | 0.0194 | 56.0240 | 7.4849 |
| No log | 1.7374 | 172 | 55.4895 | 0.0076 | 55.4895 | 7.4491 |
| No log | 1.7576 | 174 | 55.0521 | 0.0076 | 55.0521 | 7.4197 |
| No log | 1.7778 | 176 | 54.6253 | 0.0076 | 54.6253 | 7.3909 |
| No log | 1.7980 | 178 | 54.7938 | 0.0095 | 54.7938 | 7.4023 |
| No log | 1.8182 | 180 | 54.1072 | 0.0055 | 54.1072 | 7.3558 |
| No log | 1.8384 | 182 | 53.3115 | 0.0 | 53.3115 | 7.3015 |
| No log | 1.8586 | 184 | 53.0090 | 0.0 | 53.0090 | 7.2807 |
| No log | 1.8788 | 186 | 52.4051 | 0.0 | 52.4051 | 7.2391 |
| No log | 1.8990 | 188 | 52.2213 | 0.0 | 52.2213 | 7.2264 |
| No log | 1.9192 | 190 | 51.7862 | 0.0 | 51.7862 | 7.1963 |
| No log | 1.9394 | 192 | 51.1557 | 0.0 | 51.1557 | 7.1523 |
| No log | 1.9596 | 194 | 51.0565 | 0.0 | 51.0565 | 7.1454 |
| No log | 1.9798 | 196 | 50.3683 | 0.0 | 50.3683 | 7.0971 |
| No log | 2.0 | 198 | 50.7586 | 0.0 | 50.7586 | 7.1245 |
| No log | 2.0202 | 200 | 50.1009 | 0.0 | 50.1009 | 7.0782 |
| No log | 2.0404 | 202 | 49.0958 | 0.0 | 49.0958 | 7.0068 |
| No log | 2.0606 | 204 | 48.6622 | 0.0 | 48.6622 | 6.9758 |
| No log | 2.0808 | 206 | 48.1149 | 0.0 | 48.1149 | 6.9365 |
| No log | 2.1010 | 208 | 47.6448 | 0.0 | 47.6448 | 6.9025 |
| No log | 2.1212 | 210 | 47.1662 | 0.0619 | 47.1662 | 6.8678 |
| No log | 2.1414 | 212 | 46.8140 | 0.0400 | 46.8140 | 6.8421 |
| No log | 2.1616 | 214 | 46.4828 | 0.0330 | 46.4828 | 6.8178 |
| No log | 2.1818 | 216 | 46.1059 | 0.0267 | 46.1059 | 6.7901 |
| No log | 2.2020 | 218 | 45.7524 | 0.0475 | 45.7524 | 6.7641 |
| No log | 2.2222 | 220 | 45.5347 | 0.0660 | 45.5347 | 6.7479 |
| No log | 2.2424 | 222 | 46.2435 | 0.1036 | 46.2435 | 6.8003 |
| No log | 2.2626 | 224 | 44.5269 | 0.1038 | 44.5269 | 6.6728 |
| No log | 2.2828 | 226 | 44.1864 | 0.0620 | 44.1864 | 6.6473 |
| No log | 2.3030 | 228 | 43.6927 | 0.0785 | 43.6927 | 6.6100 |
| No log | 2.3232 | 230 | 43.1780 | 0.0951 | 43.1780 | 6.5710 |
| No log | 2.3434 | 232 | 42.8442 | 0.0987 | 42.8442 | 6.5455 |
| No log | 2.3636 | 234 | 42.4852 | 0.1054 | 42.4852 | 6.5181 |
| No log | 2.3838 | 236 | 42.0698 | 0.1133 | 42.0698 | 6.4861 |
| No log | 2.4040 | 238 | 41.6548 | 0.1301 | 41.6548 | 6.4541 |
| No log | 2.4242 | 240 | 41.7304 | 0.1905 | 41.7304 | 6.4599 |
| No log | 2.4444 | 242 | 41.4197 | 0.2006 | 41.4197 | 6.4358 |
| No log | 2.4646 | 244 | 40.9641 | 0.1905 | 40.9641 | 6.4003 |
| No log | 2.4848 | 246 | 40.6662 | 0.1416 | 40.6662 | 6.3770 |
| No log | 2.5051 | 248 | 40.4449 | 0.1083 | 40.4449 | 6.3596 |
| No log | 2.5253 | 250 | 40.1699 | 0.1012 | 40.1699 | 6.3380 |
| No log | 2.5455 | 252 | 40.4848 | 0.1525 | 40.4848 | 6.3628 |
| No log | 2.5657 | 254 | 40.0965 | 0.1780 | 40.0965 | 6.3322 |
| No log | 2.5859 | 256 | 39.2421 | 0.1680 | 39.2421 | 6.2644 |
| No log | 2.6061 | 258 | 38.9448 | 0.1681 | 38.9448 | 6.2406 |
| No log | 2.6263 | 260 | 39.5211 | 0.2269 | 39.5211 | 6.2866 |
| No log | 2.6465 | 262 | 43.0647 | 0.2717 | 43.0647 | 6.5624 |
| No log | 2.6667 | 264 | 43.3970 | 0.2700 | 43.3970 | 6.5876 |
| No log | 2.6869 | 266 | 38.5528 | 0.2003 | 38.5528 | 6.2091 |
| No log | 2.7071 | 268 | 37.9256 | 0.1531 | 37.9256 | 6.1584 |
| No log | 2.7273 | 270 | 37.5868 | 0.1912 | 37.5868 | 6.1308 |
| No log | 2.7475 | 272 | 37.4952 | 0.1826 | 37.4952 | 6.1233 |
| No log | 2.7677 | 274 | 37.3202 | 0.1730 | 37.3202 | 6.1090 |
| No log | 2.7879 | 276 | 37.1997 | 0.2283 | 37.1997 | 6.0992 |
| No log | 2.8081 | 278 | 37.3151 | 0.2594 | 37.3151 | 6.1086 |
| No log | 2.8283 | 280 | 36.7898 | 0.2675 | 36.7898 | 6.0655 |
| No log | 2.8485 | 282 | 36.2162 | 0.2148 | 36.2162 | 6.0180 |
| No log | 2.8687 | 284 | 36.1519 | 0.2140 | 36.1519 | 6.0126 |
| No log | 2.8889 | 286 | 35.9905 | 0.2052 | 35.9905 | 5.9992 |
| No log | 2.9091 | 288 | 35.6044 | 0.2403 | 35.6044 | 5.9669 |
| No log | 2.9293 | 290 | 35.6877 | 0.2763 | 35.6877 | 5.9739 |
| No log | 2.9495 | 292 | 35.3662 | 0.2580 | 35.3662 | 5.9470 |
| No log | 2.9697 | 294 | 35.1502 | 0.1725 | 35.1502 | 5.9288 |
| No log | 2.9899 | 296 | 35.3864 | 0.1154 | 35.3864 | 5.9486 |
| No log | 3.0101 | 298 | 35.3901 | 0.0969 | 35.3901 | 5.9490 |
| No log | 3.0303 | 300 | 35.0459 | 0.1014 | 35.0459 | 5.9200 |
| No log | 3.0505 | 302 | 34.8086 | 0.1041 | 34.8086 | 5.8999 |
| No log | 3.0707 | 304 | 34.4878 | 0.1083 | 34.4878 | 5.8726 |
| No log | 3.0909 | 306 | 34.1211 | 0.1247 | 34.1211 | 5.8413 |
| No log | 3.1111 | 308 | 33.5569 | 0.1869 | 33.5569 | 5.7928 |
| No log | 3.1313 | 310 | 33.3186 | 0.2390 | 33.3186 | 5.7722 |
| No log | 3.1515 | 312 | 33.7149 | 0.3026 | 33.7149 | 5.8065 |
| No log | 3.1717 | 314 | 34.3335 | 0.3314 | 34.3335 | 5.8595 |
| No log | 3.1919 | 316 | 32.5910 | 0.2868 | 32.5910 | 5.7088 |
| No log | 3.2121 | 318 | 32.5891 | 0.2402 | 32.5891 | 5.7087 |
| No log | 3.2323 | 320 | 33.7934 | 0.1687 | 33.7934 | 5.8132 |
| No log | 3.2525 | 322 | 32.2790 | 0.1852 | 32.2790 | 5.6815 |
| No log | 3.2727 | 324 | 31.4869 | 0.2278 | 31.4869 | 5.6113 |
| No log | 3.2929 | 326 | 32.9224 | 0.2968 | 32.9224 | 5.7378 |
| No log | 3.3131 | 328 | 32.2501 | 0.2873 | 32.2501 | 5.6789 |
| No log | 3.3333 | 330 | 31.0698 | 0.2586 | 31.0698 | 5.5740 |
| No log | 3.3535 | 332 | 31.1886 | 0.1982 | 31.1886 | 5.5847 |
| No log | 3.3737 | 334 | 31.5733 | 0.1663 | 31.5733 | 5.6190 |
| No log | 3.3939 | 336 | 30.4100 | 0.3279 | 30.4100 | 5.5145 |
| No log | 3.4141 | 338 | 30.4516 | 0.3782 | 30.4516 | 5.5183 |
| No log | 3.4343 | 340 | 29.9108 | 0.3435 | 29.9108 | 5.4691 |
| No log | 3.4545 | 342 | 30.2912 | 0.2451 | 30.2912 | 5.5037 |
| No log | 3.4747 | 344 | 30.3551 | 0.2292 | 30.3551 | 5.5095 |
| No log | 3.4949 | 346 | 29.6730 | 0.2985 | 29.6730 | 5.4473 |
| No log | 3.5152 | 348 | 29.5346 | 0.3499 | 29.5346 | 5.4346 |
| No log | 3.5354 | 350 | 29.4710 | 0.3295 | 29.4710 | 5.4287 |
| No log | 3.5556 | 352 | 29.5791 | 0.2903 | 29.5791 | 5.4387 |
| No log | 3.5758 | 354 | 29.4683 | 0.2953 | 29.4683 | 5.4285 |
| No log | 3.5960 | 356 | 29.3370 | 0.3771 | 29.3370 | 5.4164 |
| No log | 3.6162 | 358 | 31.0564 | 0.4272 | 31.0564 | 5.5728 |
| No log | 3.6364 | 360 | 29.2179 | 0.4027 | 29.2179 | 5.4054 |
| No log | 3.6566 | 362 | 28.4184 | 0.3322 | 28.4184 | 5.3309 |
| No log | 3.6768 | 364 | 29.6017 | 0.2297 | 29.6017 | 5.4407 |
| No log | 3.6970 | 366 | 29.3444 | 0.2208 | 29.3444 | 5.4170 |
| No log | 3.7172 | 368 | 28.7767 | 0.2007 | 28.7767 | 5.3644 |
| No log | 3.7374 | 370 | 27.9020 | 0.2760 | 27.9020 | 5.2822 |
| No log | 3.7576 | 372 | 28.0036 | 0.3425 | 28.0036 | 5.2918 |
| No log | 3.7778 | 374 | 27.8043 | 0.3536 | 27.8043 | 5.2730 |
| No log | 3.7980 | 376 | 27.2479 | 0.2683 | 27.2479 | 5.2200 |
| No log | 3.8182 | 378 | 27.1392 | 0.2634 | 27.1392 | 5.2095 |
| No log | 3.8384 | 380 | 27.0030 | 0.2629 | 27.0030 | 5.1964 |
| No log | 3.8586 | 382 | 26.8354 | 0.2715 | 26.8354 | 5.1803 |
| No log | 3.8788 | 384 | 26.3804 | 0.2985 | 26.3804 | 5.1362 |
| No log | 3.8990 | 386 | 26.3306 | 0.3793 | 26.3306 | 5.1313 |
| No log | 3.9192 | 388 | 26.1103 | 0.3699 | 26.1103 | 5.1098 |
| No log | 3.9394 | 390 | 26.1086 | 0.3247 | 26.1086 | 5.1097 |
| No log | 3.9596 | 392 | 26.0750 | 0.3256 | 26.0750 | 5.1064 |
| No log | 3.9798 | 394 | 25.9473 | 0.3406 | 25.9473 | 5.0939 |
| No log | 4.0 | 396 | 25.9115 | 0.3329 | 25.9115 | 5.0903 |
| No log | 4.0202 | 398 | 25.9785 | 0.3114 | 25.9785 | 5.0969 |
| No log | 4.0404 | 400 | 26.1388 | 0.2832 | 26.1388 | 5.1126 |
| No log | 4.0606 | 402 | 26.5899 | 0.2362 | 26.5899 | 5.1565 |
| No log | 4.0808 | 404 | 26.2992 | 0.2459 | 26.2992 | 5.1283 |
| No log | 4.1010 | 406 | 25.3586 | 0.3266 | 25.3586 | 5.0357 |
| No log | 4.1212 | 408 | 25.4218 | 0.3801 | 25.4218 | 5.0420 |
| No log | 4.1414 | 410 | 25.2046 | 0.4427 | 25.2046 | 5.0204 |
| No log | 4.1616 | 412 | 24.7695 | 0.4298 | 24.7695 | 4.9769 |
| No log | 4.1818 | 414 | 25.1530 | 0.3501 | 25.1530 | 5.0153 |
| No log | 4.2020 | 416 | 25.1526 | 0.3363 | 25.1526 | 5.0152 |
| No log | 4.2222 | 418 | 24.5258 | 0.4247 | 24.5258 | 4.9524 |
| No log | 4.2424 | 420 | 24.7982 | 0.4413 | 24.7982 | 4.9798 |
| No log | 4.2626 | 422 | 24.6345 | 0.4477 | 24.6345 | 4.9633 |
| No log | 4.2828 | 424 | 23.9895 | 0.4171 | 23.9895 | 4.8979 |
| No log | 4.3030 | 426 | 23.9652 | 0.4023 | 23.9652 | 4.8954 |
| No log | 4.3232 | 428 | 24.1749 | 0.3729 | 24.1749 | 4.9168 |
| No log | 4.3434 | 430 | 24.6210 | 0.3337 | 24.6210 | 4.9620 |
| No log | 4.3636 | 432 | 24.9426 | 0.2913 | 24.9426 | 4.9943 |
| No log | 4.3838 | 434 | 24.3046 | 0.3314 | 24.3046 | 4.9300 |
| No log | 4.4040 | 436 | 23.5075 | 0.3943 | 23.5075 | 4.8485 |
| No log | 4.4242 | 438 | 23.7393 | 0.3552 | 23.7393 | 4.8723 |
| No log | 4.4444 | 440 | 23.7689 | 0.3435 | 23.7689 | 4.8753 |
| No log | 4.4646 | 442 | 23.1292 | 0.4221 | 23.1292 | 4.8093 |
| No log | 4.4848 | 444 | 23.5685 | 0.4775 | 23.5685 | 4.8547 |
| No log | 4.5051 | 446 | 23.0964 | 0.4618 | 23.0963 | 4.8059 |
| No log | 4.5253 | 448 | 22.8020 | 0.4029 | 22.8020 | 4.7751 |
| No log | 4.5455 | 450 | 22.6749 | 0.4006 | 22.6749 | 4.7618 |
| No log | 4.5657 | 452 | 22.3928 | 0.4420 | 22.3928 | 4.7321 |
| No log | 4.5859 | 454 | 22.3228 | 0.4457 | 22.3228 | 4.7247 |
| No log | 4.6061 | 456 | 22.3472 | 0.4040 | 22.3472 | 4.7273 |
| No log | 4.6263 | 458 | 23.2466 | 0.3215 | 23.2466 | 4.8215 |
| No log | 4.6465 | 460 | 23.9401 | 0.2725 | 23.9401 | 4.8929 |
| No log | 4.6667 | 462 | 23.6667 | 0.2744 | 23.6667 | 4.8648 |
| No log | 4.6869 | 464 | 21.9051 | 0.3972 | 21.9051 | 4.6803 |
| No log | 4.7071 | 466 | 21.8483 | 0.4459 | 21.8483 | 4.6742 |
| No log | 4.7273 | 468 | 21.7361 | 0.4455 | 21.7361 | 4.6622 |
| No log | 4.7475 | 470 | 21.8188 | 0.3723 | 21.8188 | 4.6711 |
| No log | 4.7677 | 472 | 22.0060 | 0.3424 | 22.0060 | 4.6911 |
| No log | 4.7879 | 474 | 22.0850 | 0.3292 | 22.0850 | 4.6995 |
| No log | 4.8081 | 476 | 21.2656 | 0.4110 | 21.2656 | 4.6115 |
| No log | 4.8283 | 478 | 21.6750 | 0.4539 | 21.6750 | 4.6556 |
| No log | 4.8485 | 480 | 21.7082 | 0.4615 | 21.7082 | 4.6592 |
| No log | 4.8687 | 482 | 21.2142 | 0.3812 | 21.2142 | 4.6059 |
| No log | 4.8889 | 484 | 22.9422 | 0.2863 | 22.9422 | 4.7898 |
| No log | 4.9091 | 486 | 22.8473 | 0.2817 | 22.8473 | 4.7799 |
| No log | 4.9293 | 488 | 21.1785 | 0.3738 | 21.1785 | 4.6020 |
| No log | 4.9495 | 490 | 20.8883 | 0.3803 | 20.8883 | 4.5704 |
| No log | 4.9697 | 492 | 21.2646 | 0.4659 | 21.2646 | 4.6114 |
| No log | 4.9899 | 494 | 21.9531 | 0.4148 | 21.9531 | 4.6854 |
| No log | 5.0101 | 496 | 21.3876 | 0.4596 | 21.3876 | 4.6247 |
| No log | 5.0303 | 498 | 20.5088 | 0.5456 | 20.5088 | 4.5287 |
| 66.0898 | 5.0505 | 500 | 20.9869 | 0.5733 | 20.9869 | 4.5811 |
| 66.0898 | 5.0707 | 502 | 20.2372 | 0.5324 | 20.2372 | 4.4986 |
| 66.0898 | 5.0909 | 504 | 21.6449 | 0.4181 | 21.6449 | 4.6524 |
| 66.0898 | 5.1111 | 506 | 22.0606 | 0.3813 | 22.0606 | 4.6969 |
| 66.0898 | 5.1313 | 508 | 21.2345 | 0.4193 | 21.2345 | 4.6081 |
| 66.0898 | 5.1515 | 510 | 19.8482 | 0.5185 | 19.8482 | 4.4551 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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