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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k1_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. -->
# ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k1_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: 1.6486
- Qwk: 0.2433
- Mse: 1.6486
- Rmse: 1.2840
## 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 | 0.3333 | 2 | 8.3066 | 0.0050 | 8.3066 | 2.8821 |
| No log | 0.6667 | 4 | 5.1206 | 0.0115 | 5.1206 | 2.2629 |
| No log | 1.0 | 6 | 2.4864 | 0.0960 | 2.4864 | 1.5768 |
| No log | 1.3333 | 8 | 1.5159 | 0.1355 | 1.5159 | 1.2312 |
| No log | 1.6667 | 10 | 1.2288 | 0.1771 | 1.2288 | 1.1085 |
| No log | 2.0 | 12 | 1.4402 | 0.1475 | 1.4402 | 1.2001 |
| No log | 2.3333 | 14 | 1.7516 | 0.1808 | 1.7516 | 1.3235 |
| No log | 2.6667 | 16 | 1.8846 | 0.1728 | 1.8846 | 1.3728 |
| No log | 3.0 | 18 | 1.6326 | 0.0330 | 1.6326 | 1.2777 |
| No log | 3.3333 | 20 | 1.6284 | 0.1504 | 1.6284 | 1.2761 |
| No log | 3.6667 | 22 | 2.1309 | 0.1780 | 2.1309 | 1.4598 |
| No log | 4.0 | 24 | 1.8962 | 0.1066 | 1.8962 | 1.3770 |
| No log | 4.3333 | 26 | 1.8451 | 0.1920 | 1.8451 | 1.3583 |
| No log | 4.6667 | 28 | 1.6229 | 0.2375 | 1.6229 | 1.2739 |
| No log | 5.0 | 30 | 1.3973 | 0.1792 | 1.3973 | 1.1821 |
| No log | 5.3333 | 32 | 1.4129 | 0.1083 | 1.4129 | 1.1887 |
| No log | 5.6667 | 34 | 1.4759 | 0.1867 | 1.4759 | 1.2149 |
| No log | 6.0 | 36 | 1.6011 | 0.3023 | 1.6011 | 1.2654 |
| No log | 6.3333 | 38 | 1.5178 | 0.2936 | 1.5178 | 1.2320 |
| No log | 6.6667 | 40 | 1.4251 | 0.2603 | 1.4251 | 1.1938 |
| No log | 7.0 | 42 | 1.2616 | 0.2777 | 1.2616 | 1.1232 |
| No log | 7.3333 | 44 | 1.2925 | 0.2556 | 1.2925 | 1.1369 |
| No log | 7.6667 | 46 | 1.2834 | 0.2917 | 1.2834 | 1.1329 |
| No log | 8.0 | 48 | 1.3280 | 0.2683 | 1.3280 | 1.1524 |
| No log | 8.3333 | 50 | 1.3269 | 0.2518 | 1.3269 | 1.1519 |
| No log | 8.6667 | 52 | 1.4256 | 0.2370 | 1.4256 | 1.1940 |
| No log | 9.0 | 54 | 1.6870 | 0.3085 | 1.6870 | 1.2989 |
| No log | 9.3333 | 56 | 1.8969 | 0.2327 | 1.8969 | 1.3773 |
| No log | 9.6667 | 58 | 1.8830 | 0.2665 | 1.8830 | 1.3722 |
| No log | 10.0 | 60 | 1.9572 | 0.2665 | 1.9572 | 1.3990 |
| No log | 10.3333 | 62 | 2.1038 | 0.2584 | 2.1038 | 1.4505 |
| No log | 10.6667 | 64 | 1.8760 | 0.2406 | 1.8760 | 1.3697 |
| No log | 11.0 | 66 | 1.5453 | 0.2458 | 1.5453 | 1.2431 |
| No log | 11.3333 | 68 | 1.5914 | 0.2346 | 1.5914 | 1.2615 |
| No log | 11.6667 | 70 | 1.8175 | 0.3016 | 1.8175 | 1.3482 |
| No log | 12.0 | 72 | 1.7932 | 0.2991 | 1.7932 | 1.3391 |
| No log | 12.3333 | 74 | 1.6931 | 0.2272 | 1.6931 | 1.3012 |
| No log | 12.6667 | 76 | 1.4352 | 0.2226 | 1.4352 | 1.1980 |
| No log | 13.0 | 78 | 1.4628 | 0.2586 | 1.4628 | 1.2095 |
| No log | 13.3333 | 80 | 1.7513 | 0.2976 | 1.7513 | 1.3234 |
| No log | 13.6667 | 82 | 1.8024 | 0.2687 | 1.8024 | 1.3425 |
| No log | 14.0 | 84 | 1.6799 | 0.3296 | 1.6799 | 1.2961 |
| No log | 14.3333 | 86 | 1.5620 | 0.3245 | 1.5620 | 1.2498 |
| No log | 14.6667 | 88 | 1.6688 | 0.2930 | 1.6688 | 1.2918 |
| No log | 15.0 | 90 | 1.7903 | 0.2742 | 1.7903 | 1.3380 |
| No log | 15.3333 | 92 | 1.7862 | 0.2586 | 1.7862 | 1.3365 |
| No log | 15.6667 | 94 | 1.6999 | 0.2466 | 1.6999 | 1.3038 |
| No log | 16.0 | 96 | 1.5324 | 0.2409 | 1.5324 | 1.2379 |
| No log | 16.3333 | 98 | 1.5735 | 0.2283 | 1.5735 | 1.2544 |
| No log | 16.6667 | 100 | 1.8382 | 0.2742 | 1.8382 | 1.3558 |
| No log | 17.0 | 102 | 1.9215 | 0.2719 | 1.9215 | 1.3862 |
| No log | 17.3333 | 104 | 1.7492 | 0.2701 | 1.7492 | 1.3226 |
| No log | 17.6667 | 106 | 1.8052 | 0.2939 | 1.8052 | 1.3436 |
| No log | 18.0 | 108 | 1.6735 | 0.2607 | 1.6735 | 1.2936 |
| No log | 18.3333 | 110 | 1.6761 | 0.2681 | 1.6761 | 1.2947 |
| No log | 18.6667 | 112 | 1.5923 | 0.2833 | 1.5923 | 1.2618 |
| No log | 19.0 | 114 | 1.4100 | 0.2803 | 1.4100 | 1.1874 |
| No log | 19.3333 | 116 | 1.4769 | 0.2755 | 1.4769 | 1.2153 |
| No log | 19.6667 | 118 | 1.6079 | 0.2541 | 1.6079 | 1.2680 |
| No log | 20.0 | 120 | 1.6602 | 0.2681 | 1.6602 | 1.2885 |
| No log | 20.3333 | 122 | 1.6270 | 0.2711 | 1.6270 | 1.2756 |
| No log | 20.6667 | 124 | 1.9001 | 0.2824 | 1.9001 | 1.3784 |
| No log | 21.0 | 126 | 2.0512 | 0.2916 | 2.0512 | 1.4322 |
| No log | 21.3333 | 128 | 1.7339 | 0.2691 | 1.7339 | 1.3168 |
| No log | 21.6667 | 130 | 1.6267 | 0.2291 | 1.6267 | 1.2754 |
| No log | 22.0 | 132 | 1.8455 | 0.2585 | 1.8455 | 1.3585 |
| No log | 22.3333 | 134 | 2.0715 | 0.2573 | 2.0715 | 1.4393 |
| No log | 22.6667 | 136 | 1.9094 | 0.2814 | 1.9094 | 1.3818 |
| No log | 23.0 | 138 | 1.7350 | 0.2954 | 1.7350 | 1.3172 |
| No log | 23.3333 | 140 | 1.5170 | 0.3032 | 1.5170 | 1.2317 |
| No log | 23.6667 | 142 | 1.4387 | 0.3067 | 1.4387 | 1.1995 |
| No log | 24.0 | 144 | 1.4775 | 0.3168 | 1.4775 | 1.2155 |
| No log | 24.3333 | 146 | 1.7120 | 0.2955 | 1.7120 | 1.3084 |
| No log | 24.6667 | 148 | 1.7991 | 0.2756 | 1.7991 | 1.3413 |
| No log | 25.0 | 150 | 1.6629 | 0.2478 | 1.6629 | 1.2895 |
| No log | 25.3333 | 152 | 1.5602 | 0.2543 | 1.5602 | 1.2491 |
| No log | 25.6667 | 154 | 1.4712 | 0.3220 | 1.4712 | 1.2129 |
| No log | 26.0 | 156 | 1.5588 | 0.2598 | 1.5588 | 1.2485 |
| No log | 26.3333 | 158 | 1.8259 | 0.2870 | 1.8259 | 1.3512 |
| No log | 26.6667 | 160 | 2.1772 | 0.2828 | 2.1772 | 1.4755 |
| No log | 27.0 | 162 | 2.3033 | 0.2646 | 2.3033 | 1.5177 |
| No log | 27.3333 | 164 | 1.9980 | 0.2834 | 1.9980 | 1.4135 |
| No log | 27.6667 | 166 | 1.8518 | 0.3024 | 1.8518 | 1.3608 |
| No log | 28.0 | 168 | 1.6472 | 0.2801 | 1.6472 | 1.2834 |
| No log | 28.3333 | 170 | 1.5543 | 0.2888 | 1.5543 | 1.2467 |
| No log | 28.6667 | 172 | 1.5965 | 0.2947 | 1.5965 | 1.2635 |
| No log | 29.0 | 174 | 1.5220 | 0.3088 | 1.5220 | 1.2337 |
| No log | 29.3333 | 176 | 1.5327 | 0.3088 | 1.5327 | 1.2380 |
| No log | 29.6667 | 178 | 1.6623 | 0.2800 | 1.6623 | 1.2893 |
| No log | 30.0 | 180 | 1.7859 | 0.2887 | 1.7859 | 1.3364 |
| No log | 30.3333 | 182 | 1.8394 | 0.2887 | 1.8394 | 1.3562 |
| No log | 30.6667 | 184 | 1.7612 | 0.2943 | 1.7612 | 1.3271 |
| No log | 31.0 | 186 | 1.5039 | 0.2887 | 1.5039 | 1.2263 |
| No log | 31.3333 | 188 | 1.4680 | 0.2945 | 1.4680 | 1.2116 |
| No log | 31.6667 | 190 | 1.5725 | 0.2823 | 1.5725 | 1.2540 |
| No log | 32.0 | 192 | 1.8773 | 0.2615 | 1.8773 | 1.3702 |
| No log | 32.3333 | 194 | 1.9694 | 0.2653 | 1.9694 | 1.4033 |
| No log | 32.6667 | 196 | 1.8818 | 0.2687 | 1.8818 | 1.3718 |
| No log | 33.0 | 198 | 1.5406 | 0.2795 | 1.5406 | 1.2412 |
| No log | 33.3333 | 200 | 1.4208 | 0.1984 | 1.4208 | 1.1920 |
| No log | 33.6667 | 202 | 1.5414 | 0.2608 | 1.5414 | 1.2415 |
| No log | 34.0 | 204 | 1.7955 | 0.2820 | 1.7955 | 1.3400 |
| No log | 34.3333 | 206 | 1.7538 | 0.2854 | 1.7538 | 1.3243 |
| No log | 34.6667 | 208 | 1.5949 | 0.2819 | 1.5949 | 1.2629 |
| No log | 35.0 | 210 | 1.5903 | 0.2819 | 1.5903 | 1.2611 |
| No log | 35.3333 | 212 | 1.6833 | 0.3129 | 1.6833 | 1.2974 |
| No log | 35.6667 | 214 | 1.6878 | 0.3027 | 1.6878 | 1.2991 |
| No log | 36.0 | 216 | 1.6082 | 0.2678 | 1.6082 | 1.2681 |
| No log | 36.3333 | 218 | 1.5972 | 0.2729 | 1.5972 | 1.2638 |
| No log | 36.6667 | 220 | 1.6235 | 0.2668 | 1.6235 | 1.2742 |
| No log | 37.0 | 222 | 1.7679 | 0.2820 | 1.7679 | 1.3296 |
| No log | 37.3333 | 224 | 1.9214 | 0.2868 | 1.9214 | 1.3862 |
| No log | 37.6667 | 226 | 1.9145 | 0.2719 | 1.9145 | 1.3837 |
| No log | 38.0 | 228 | 1.8709 | 0.2533 | 1.8709 | 1.3678 |
| No log | 38.3333 | 230 | 1.7610 | 0.2479 | 1.7610 | 1.3270 |
| No log | 38.6667 | 232 | 1.8468 | 0.2502 | 1.8468 | 1.3590 |
| No log | 39.0 | 234 | 1.8804 | 0.2574 | 1.8804 | 1.3713 |
| No log | 39.3333 | 236 | 1.9901 | 0.2751 | 1.9901 | 1.4107 |
| No log | 39.6667 | 238 | 1.8206 | 0.2563 | 1.8206 | 1.3493 |
| No log | 40.0 | 240 | 1.6502 | 0.2813 | 1.6502 | 1.2846 |
| No log | 40.3333 | 242 | 1.5953 | 0.3008 | 1.5953 | 1.2631 |
| No log | 40.6667 | 244 | 1.4161 | 0.3171 | 1.4161 | 1.1900 |
| No log | 41.0 | 246 | 1.3913 | 0.3399 | 1.3913 | 1.1795 |
| No log | 41.3333 | 248 | 1.4457 | 0.3744 | 1.4457 | 1.2024 |
| No log | 41.6667 | 250 | 1.5366 | 0.3510 | 1.5366 | 1.2396 |
| No log | 42.0 | 252 | 1.6273 | 0.2658 | 1.6273 | 1.2757 |
| No log | 42.3333 | 254 | 1.6352 | 0.2724 | 1.6352 | 1.2787 |
| No log | 42.6667 | 256 | 1.7976 | 0.2542 | 1.7976 | 1.3408 |
| No log | 43.0 | 258 | 1.8490 | 0.2553 | 1.8490 | 1.3598 |
| No log | 43.3333 | 260 | 1.9417 | 0.2594 | 1.9417 | 1.3934 |
| No log | 43.6667 | 262 | 2.1321 | 0.2651 | 2.1321 | 1.4602 |
| No log | 44.0 | 264 | 2.0651 | 0.2653 | 2.0651 | 1.4371 |
| No log | 44.3333 | 266 | 1.9550 | 0.2715 | 1.9550 | 1.3982 |
| No log | 44.6667 | 268 | 1.8619 | 0.2710 | 1.8619 | 1.3645 |
| No log | 45.0 | 270 | 1.7243 | 0.2457 | 1.7243 | 1.3131 |
| No log | 45.3333 | 272 | 1.7584 | 0.2457 | 1.7584 | 1.3260 |
| No log | 45.6667 | 274 | 1.9902 | 0.2535 | 1.9902 | 1.4108 |
| No log | 46.0 | 276 | 2.1083 | 0.2383 | 2.1083 | 1.4520 |
| No log | 46.3333 | 278 | 2.0373 | 0.2223 | 2.0373 | 1.4274 |
| No log | 46.6667 | 280 | 1.8889 | 0.2248 | 1.8889 | 1.3744 |
| No log | 47.0 | 282 | 1.8250 | 0.2398 | 1.8250 | 1.3509 |
| No log | 47.3333 | 284 | 1.8958 | 0.2398 | 1.8958 | 1.3769 |
| No log | 47.6667 | 286 | 2.0289 | 0.2321 | 2.0289 | 1.4244 |
| No log | 48.0 | 288 | 1.9803 | 0.2634 | 1.9803 | 1.4072 |
| No log | 48.3333 | 290 | 1.8383 | 0.2427 | 1.8383 | 1.3558 |
| No log | 48.6667 | 292 | 1.8334 | 0.2510 | 1.8334 | 1.3540 |
| No log | 49.0 | 294 | 1.9237 | 0.2472 | 1.9237 | 1.3870 |
| No log | 49.3333 | 296 | 2.0165 | 0.2445 | 2.0165 | 1.4200 |
| No log | 49.6667 | 298 | 1.8854 | 0.2544 | 1.8854 | 1.3731 |
| No log | 50.0 | 300 | 1.7211 | 0.2563 | 1.7211 | 1.3119 |
| No log | 50.3333 | 302 | 1.5119 | 0.2034 | 1.5119 | 1.2296 |
| No log | 50.6667 | 304 | 1.4693 | 0.1897 | 1.4693 | 1.2122 |
| No log | 51.0 | 306 | 1.5887 | 0.2364 | 1.5887 | 1.2604 |
| No log | 51.3333 | 308 | 1.8839 | 0.2902 | 1.8839 | 1.3726 |
| No log | 51.6667 | 310 | 2.0447 | 0.2555 | 2.0447 | 1.4299 |
| No log | 52.0 | 312 | 2.0284 | 0.2420 | 2.0284 | 1.4242 |
| No log | 52.3333 | 314 | 1.8541 | 0.2687 | 1.8541 | 1.3617 |
| No log | 52.6667 | 316 | 1.6217 | 0.2574 | 1.6217 | 1.2735 |
| No log | 53.0 | 318 | 1.4884 | 0.2625 | 1.4884 | 1.2200 |
| No log | 53.3333 | 320 | 1.4987 | 0.2625 | 1.4987 | 1.2242 |
| No log | 53.6667 | 322 | 1.6112 | 0.2564 | 1.6112 | 1.2693 |
| No log | 54.0 | 324 | 1.7607 | 0.2553 | 1.7607 | 1.3269 |
| No log | 54.3333 | 326 | 1.7603 | 0.2457 | 1.7603 | 1.3268 |
| No log | 54.6667 | 328 | 1.7458 | 0.2684 | 1.7458 | 1.3213 |
| No log | 55.0 | 330 | 1.7096 | 0.2575 | 1.7096 | 1.3075 |
| No log | 55.3333 | 332 | 1.5970 | 0.2540 | 1.5970 | 1.2637 |
| No log | 55.6667 | 334 | 1.6557 | 0.2599 | 1.6557 | 1.2867 |
| No log | 56.0 | 336 | 1.8047 | 0.2457 | 1.8047 | 1.3434 |
| No log | 56.3333 | 338 | 1.9436 | 0.2401 | 1.9436 | 1.3941 |
| No log | 56.6667 | 340 | 1.9812 | 0.2493 | 1.9812 | 1.4075 |
| No log | 57.0 | 342 | 1.9667 | 0.2493 | 1.9667 | 1.4024 |
| No log | 57.3333 | 344 | 1.8620 | 0.2614 | 1.8620 | 1.3646 |
| No log | 57.6667 | 346 | 1.7167 | 0.2743 | 1.7167 | 1.3102 |
| No log | 58.0 | 348 | 1.6558 | 0.2587 | 1.6558 | 1.2868 |
| No log | 58.3333 | 350 | 1.7176 | 0.2621 | 1.7176 | 1.3106 |
| No log | 58.6667 | 352 | 1.8213 | 0.2165 | 1.8213 | 1.3495 |
| No log | 59.0 | 354 | 1.8434 | 0.2165 | 1.8434 | 1.3577 |
| No log | 59.3333 | 356 | 1.8233 | 0.2165 | 1.8233 | 1.3503 |
| No log | 59.6667 | 358 | 1.8176 | 0.2178 | 1.8176 | 1.3482 |
| No log | 60.0 | 360 | 1.7729 | 0.2531 | 1.7729 | 1.3315 |
| No log | 60.3333 | 362 | 1.8220 | 0.2710 | 1.8220 | 1.3498 |
| No log | 60.6667 | 364 | 1.7318 | 0.2691 | 1.7318 | 1.3160 |
| No log | 61.0 | 366 | 1.6557 | 0.2638 | 1.6557 | 1.2868 |
| No log | 61.3333 | 368 | 1.7170 | 0.2678 | 1.7170 | 1.3104 |
| No log | 61.6667 | 370 | 1.6750 | 0.2521 | 1.6750 | 1.2942 |
| No log | 62.0 | 372 | 1.6496 | 0.2521 | 1.6496 | 1.2844 |
| No log | 62.3333 | 374 | 1.6157 | 0.2520 | 1.6157 | 1.2711 |
| No log | 62.6667 | 376 | 1.6574 | 0.2478 | 1.6574 | 1.2874 |
| No log | 63.0 | 378 | 1.7904 | 0.2636 | 1.7904 | 1.3381 |
| No log | 63.3333 | 380 | 1.9101 | 0.2564 | 1.9101 | 1.3820 |
| No log | 63.6667 | 382 | 1.9234 | 0.2634 | 1.9234 | 1.3869 |
| No log | 64.0 | 384 | 1.7898 | 0.2616 | 1.7898 | 1.3378 |
| No log | 64.3333 | 386 | 1.6434 | 0.2564 | 1.6434 | 1.2820 |
| No log | 64.6667 | 388 | 1.6106 | 0.2529 | 1.6106 | 1.2691 |
| No log | 65.0 | 390 | 1.7062 | 0.2767 | 1.7062 | 1.3062 |
| No log | 65.3333 | 392 | 1.8404 | 0.2769 | 1.8404 | 1.3566 |
| No log | 65.6667 | 394 | 1.8903 | 0.2787 | 1.8903 | 1.3749 |
| No log | 66.0 | 396 | 1.8681 | 0.2656 | 1.8681 | 1.3668 |
| No log | 66.3333 | 398 | 1.7970 | 0.2687 | 1.7970 | 1.3405 |
| No log | 66.6667 | 400 | 1.6764 | 0.2628 | 1.6764 | 1.2947 |
| No log | 67.0 | 402 | 1.5700 | 0.2518 | 1.5700 | 1.2530 |
| No log | 67.3333 | 404 | 1.4877 | 0.2803 | 1.4877 | 1.2197 |
| No log | 67.6667 | 406 | 1.4710 | 0.2696 | 1.4710 | 1.2128 |
| No log | 68.0 | 408 | 1.5367 | 0.2634 | 1.5367 | 1.2396 |
| No log | 68.3333 | 410 | 1.6994 | 0.2767 | 1.6994 | 1.3036 |
| No log | 68.6667 | 412 | 1.8453 | 0.2724 | 1.8453 | 1.3584 |
| No log | 69.0 | 414 | 1.9117 | 0.2613 | 1.9117 | 1.3826 |
| No log | 69.3333 | 416 | 1.8360 | 0.2678 | 1.8360 | 1.3550 |
| No log | 69.6667 | 418 | 1.6949 | 0.2607 | 1.6949 | 1.3019 |
| No log | 70.0 | 420 | 1.5850 | 0.2887 | 1.5850 | 1.2590 |
| No log | 70.3333 | 422 | 1.5025 | 0.2651 | 1.5025 | 1.2258 |
| No log | 70.6667 | 424 | 1.4792 | 0.2590 | 1.4792 | 1.2162 |
| No log | 71.0 | 426 | 1.5391 | 0.2868 | 1.5391 | 1.2406 |
| No log | 71.3333 | 428 | 1.6514 | 0.2441 | 1.6514 | 1.2851 |
| No log | 71.6667 | 430 | 1.7346 | 0.2391 | 1.7346 | 1.3170 |
| No log | 72.0 | 432 | 1.8762 | 0.2636 | 1.8762 | 1.3698 |
| No log | 72.3333 | 434 | 1.9515 | 0.2724 | 1.9515 | 1.3970 |
| No log | 72.6667 | 436 | 1.9109 | 0.2634 | 1.9109 | 1.3824 |
| No log | 73.0 | 438 | 1.8087 | 0.2574 | 1.8087 | 1.3449 |
| No log | 73.3333 | 440 | 1.6730 | 0.2586 | 1.6730 | 1.2934 |
| No log | 73.6667 | 442 | 1.5862 | 0.2413 | 1.5862 | 1.2595 |
| No log | 74.0 | 444 | 1.5963 | 0.2346 | 1.5963 | 1.2635 |
| No log | 74.3333 | 446 | 1.6152 | 0.2346 | 1.6152 | 1.2709 |
| No log | 74.6667 | 448 | 1.6606 | 0.2498 | 1.6606 | 1.2886 |
| No log | 75.0 | 450 | 1.6801 | 0.2498 | 1.6801 | 1.2962 |
| No log | 75.3333 | 452 | 1.7543 | 0.2455 | 1.7543 | 1.3245 |
| No log | 75.6667 | 454 | 1.7977 | 0.2318 | 1.7977 | 1.3408 |
| No log | 76.0 | 456 | 1.8477 | 0.2511 | 1.8477 | 1.3593 |
| No log | 76.3333 | 458 | 1.8738 | 0.2544 | 1.8738 | 1.3689 |
| No log | 76.6667 | 460 | 1.8227 | 0.2511 | 1.8227 | 1.3501 |
| No log | 77.0 | 462 | 1.7613 | 0.2238 | 1.7613 | 1.3271 |
| No log | 77.3333 | 464 | 1.7206 | 0.2312 | 1.7206 | 1.3117 |
| No log | 77.6667 | 466 | 1.7514 | 0.2338 | 1.7514 | 1.3234 |
| No log | 78.0 | 468 | 1.7939 | 0.2436 | 1.7939 | 1.3394 |
| No log | 78.3333 | 470 | 1.7725 | 0.2415 | 1.7725 | 1.3313 |
| No log | 78.6667 | 472 | 1.7547 | 0.2415 | 1.7547 | 1.3247 |
| No log | 79.0 | 474 | 1.7527 | 0.2415 | 1.7527 | 1.3239 |
| No log | 79.3333 | 476 | 1.7502 | 0.2553 | 1.7502 | 1.3230 |
| No log | 79.6667 | 478 | 1.7177 | 0.2597 | 1.7177 | 1.3106 |
| No log | 80.0 | 480 | 1.6610 | 0.2653 | 1.6610 | 1.2888 |
| No log | 80.3333 | 482 | 1.6237 | 0.2702 | 1.6237 | 1.2743 |
| No log | 80.6667 | 484 | 1.6450 | 0.2621 | 1.6450 | 1.2826 |
| No log | 81.0 | 486 | 1.6657 | 0.2640 | 1.6657 | 1.2906 |
| No log | 81.3333 | 488 | 1.6978 | 0.2661 | 1.6979 | 1.3030 |
| No log | 81.6667 | 490 | 1.7072 | 0.2738 | 1.7072 | 1.3066 |
| No log | 82.0 | 492 | 1.7587 | 0.2785 | 1.7587 | 1.3261 |
| No log | 82.3333 | 494 | 1.7686 | 0.2785 | 1.7686 | 1.3299 |
| No log | 82.6667 | 496 | 1.7495 | 0.2785 | 1.7495 | 1.3227 |
| No log | 83.0 | 498 | 1.7069 | 0.2691 | 1.7069 | 1.3065 |
| 0.2815 | 83.3333 | 500 | 1.6663 | 0.2509 | 1.6663 | 1.2908 |
| 0.2815 | 83.6667 | 502 | 1.6705 | 0.2531 | 1.6705 | 1.2925 |
| 0.2815 | 84.0 | 504 | 1.7152 | 0.2691 | 1.7152 | 1.3097 |
| 0.2815 | 84.3333 | 506 | 1.7878 | 0.2710 | 1.7878 | 1.3371 |
| 0.2815 | 84.6667 | 508 | 1.8342 | 0.2678 | 1.8342 | 1.3543 |
| 0.2815 | 85.0 | 510 | 1.8349 | 0.2678 | 1.8349 | 1.3546 |
| 0.2815 | 85.3333 | 512 | 1.7893 | 0.2574 | 1.7893 | 1.3377 |
| 0.2815 | 85.6667 | 514 | 1.7178 | 0.2531 | 1.7178 | 1.3106 |
| 0.2815 | 86.0 | 516 | 1.6329 | 0.2586 | 1.6329 | 1.2779 |
| 0.2815 | 86.3333 | 518 | 1.6033 | 0.2713 | 1.6033 | 1.2662 |
| 0.2815 | 86.6667 | 520 | 1.6164 | 0.2733 | 1.6164 | 1.2714 |
| 0.2815 | 87.0 | 522 | 1.6436 | 0.2653 | 1.6436 | 1.2820 |
| 0.2815 | 87.3333 | 524 | 1.6718 | 0.2520 | 1.6718 | 1.2930 |
| 0.2815 | 87.6667 | 526 | 1.7010 | 0.2443 | 1.7010 | 1.3042 |
| 0.2815 | 88.0 | 528 | 1.7385 | 0.2391 | 1.7385 | 1.3185 |
| 0.2815 | 88.3333 | 530 | 1.7668 | 0.2479 | 1.7668 | 1.3292 |
| 0.2815 | 88.6667 | 532 | 1.7834 | 0.2574 | 1.7834 | 1.3354 |
| 0.2815 | 89.0 | 534 | 1.7766 | 0.2479 | 1.7766 | 1.3329 |
| 0.2815 | 89.3333 | 536 | 1.7653 | 0.2479 | 1.7653 | 1.3286 |
| 0.2815 | 89.6667 | 538 | 1.7303 | 0.2691 | 1.7303 | 1.3154 |
| 0.2815 | 90.0 | 540 | 1.6891 | 0.2664 | 1.6891 | 1.2997 |
| 0.2815 | 90.3333 | 542 | 1.6787 | 0.2664 | 1.6787 | 1.2957 |
| 0.2815 | 90.6667 | 544 | 1.6601 | 0.2664 | 1.6601 | 1.2884 |
| 0.2815 | 91.0 | 546 | 1.6604 | 0.2664 | 1.6604 | 1.2886 |
| 0.2815 | 91.3333 | 548 | 1.6602 | 0.2664 | 1.6602 | 1.2885 |
| 0.2815 | 91.6667 | 550 | 1.6646 | 0.2664 | 1.6646 | 1.2902 |
| 0.2815 | 92.0 | 552 | 1.6805 | 0.2509 | 1.6805 | 1.2963 |
| 0.2815 | 92.3333 | 554 | 1.6844 | 0.2671 | 1.6844 | 1.2978 |
| 0.2815 | 92.6667 | 556 | 1.6896 | 0.2691 | 1.6896 | 1.2998 |
| 0.2815 | 93.0 | 558 | 1.6857 | 0.2671 | 1.6857 | 1.2983 |
| 0.2815 | 93.3333 | 560 | 1.6877 | 0.2691 | 1.6877 | 1.2991 |
| 0.2815 | 93.6667 | 562 | 1.6937 | 0.2691 | 1.6937 | 1.3014 |
| 0.2815 | 94.0 | 564 | 1.7020 | 0.2691 | 1.7020 | 1.3046 |
| 0.2815 | 94.3333 | 566 | 1.7042 | 0.2691 | 1.7042 | 1.3055 |
| 0.2815 | 94.6667 | 568 | 1.7074 | 0.2691 | 1.7074 | 1.3067 |
| 0.2815 | 95.0 | 570 | 1.7005 | 0.2691 | 1.7005 | 1.3040 |
| 0.2815 | 95.3333 | 572 | 1.6954 | 0.2691 | 1.6954 | 1.3021 |
| 0.2815 | 95.6667 | 574 | 1.6942 | 0.2691 | 1.6942 | 1.3016 |
| 0.2815 | 96.0 | 576 | 1.6832 | 0.2691 | 1.6832 | 1.2974 |
| 0.2815 | 96.3333 | 578 | 1.6711 | 0.2531 | 1.6711 | 1.2927 |
| 0.2815 | 96.6667 | 580 | 1.6654 | 0.2531 | 1.6654 | 1.2905 |
| 0.2815 | 97.0 | 582 | 1.6631 | 0.2531 | 1.6631 | 1.2896 |
| 0.2815 | 97.3333 | 584 | 1.6591 | 0.2531 | 1.6591 | 1.2881 |
| 0.2815 | 97.6667 | 586 | 1.6588 | 0.2531 | 1.6588 | 1.2880 |
| 0.2815 | 98.0 | 588 | 1.6562 | 0.2531 | 1.6562 | 1.2869 |
| 0.2815 | 98.3333 | 590 | 1.6519 | 0.2433 | 1.6519 | 1.2853 |
| 0.2815 | 98.6667 | 592 | 1.6489 | 0.2433 | 1.6489 | 1.2841 |
| 0.2815 | 99.0 | 594 | 1.6480 | 0.2433 | 1.6480 | 1.2838 |
| 0.2815 | 99.3333 | 596 | 1.6482 | 0.2433 | 1.6482 | 1.2838 |
| 0.2815 | 99.6667 | 598 | 1.6486 | 0.2433 | 1.6486 | 1.2840 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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