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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k1_task5_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: 0.6173
- Qwk: 0.5940
- Mse: 0.6173
- Rmse: 0.7857
## 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 | 0.2857 | 2 | 4.0411 | -0.0177 | 4.0411 | 2.0102 |
| No log | 0.5714 | 4 | 2.5074 | 0.1240 | 2.5074 | 1.5835 |
| No log | 0.8571 | 6 | 1.3389 | 0.0380 | 1.3389 | 1.1571 |
| No log | 1.1429 | 8 | 1.0995 | 0.2023 | 1.0995 | 1.0486 |
| No log | 1.4286 | 10 | 1.0774 | 0.0855 | 1.0774 | 1.0380 |
| No log | 1.7143 | 12 | 1.0648 | 0.2035 | 1.0648 | 1.0319 |
| No log | 2.0 | 14 | 1.0250 | 0.2591 | 1.0250 | 1.0124 |
| No log | 2.2857 | 16 | 1.0037 | 0.2935 | 1.0037 | 1.0018 |
| No log | 2.5714 | 18 | 0.8978 | 0.3876 | 0.8978 | 0.9475 |
| No log | 2.8571 | 20 | 0.7712 | 0.5220 | 0.7712 | 0.8782 |
| No log | 3.1429 | 22 | 0.7311 | 0.5663 | 0.7311 | 0.8551 |
| No log | 3.4286 | 24 | 0.7272 | 0.5704 | 0.7272 | 0.8528 |
| No log | 3.7143 | 26 | 1.0824 | 0.4618 | 1.0824 | 1.0404 |
| No log | 4.0 | 28 | 1.1801 | 0.3748 | 1.1801 | 1.0863 |
| No log | 4.2857 | 30 | 1.1940 | 0.4026 | 1.1940 | 1.0927 |
| No log | 4.5714 | 32 | 0.7990 | 0.5299 | 0.7990 | 0.8939 |
| No log | 4.8571 | 34 | 0.6993 | 0.5646 | 0.6993 | 0.8362 |
| No log | 5.1429 | 36 | 0.7540 | 0.4872 | 0.7540 | 0.8683 |
| No log | 5.4286 | 38 | 0.8317 | 0.5324 | 0.8317 | 0.9120 |
| No log | 5.7143 | 40 | 1.0255 | 0.4906 | 1.0255 | 1.0127 |
| No log | 6.0 | 42 | 0.7867 | 0.5912 | 0.7867 | 0.8869 |
| No log | 6.2857 | 44 | 0.7651 | 0.6089 | 0.7651 | 0.8747 |
| No log | 6.5714 | 46 | 0.7851 | 0.6354 | 0.7851 | 0.8860 |
| No log | 6.8571 | 48 | 0.7000 | 0.6369 | 0.7000 | 0.8367 |
| No log | 7.1429 | 50 | 0.6834 | 0.6398 | 0.6834 | 0.8267 |
| No log | 7.4286 | 52 | 0.6507 | 0.6269 | 0.6507 | 0.8067 |
| No log | 7.7143 | 54 | 0.6895 | 0.5946 | 0.6895 | 0.8304 |
| No log | 8.0 | 56 | 0.8274 | 0.6263 | 0.8274 | 0.9096 |
| No log | 8.2857 | 58 | 0.7030 | 0.5873 | 0.7030 | 0.8384 |
| No log | 8.5714 | 60 | 0.7523 | 0.6004 | 0.7523 | 0.8674 |
| No log | 8.8571 | 62 | 0.9421 | 0.5283 | 0.9421 | 0.9706 |
| No log | 9.1429 | 64 | 0.7768 | 0.5805 | 0.7768 | 0.8814 |
| No log | 9.4286 | 66 | 0.6776 | 0.5548 | 0.6776 | 0.8231 |
| No log | 9.7143 | 68 | 0.6717 | 0.5653 | 0.6717 | 0.8196 |
| No log | 10.0 | 70 | 0.7936 | 0.5997 | 0.7936 | 0.8908 |
| No log | 10.2857 | 72 | 0.7547 | 0.5459 | 0.7547 | 0.8688 |
| No log | 10.5714 | 74 | 0.7270 | 0.5459 | 0.7270 | 0.8527 |
| No log | 10.8571 | 76 | 0.6373 | 0.5591 | 0.6373 | 0.7983 |
| No log | 11.1429 | 78 | 0.6423 | 0.5506 | 0.6423 | 0.8015 |
| No log | 11.4286 | 80 | 0.6805 | 0.5325 | 0.6805 | 0.8249 |
| No log | 11.7143 | 82 | 0.8641 | 0.5066 | 0.8641 | 0.9295 |
| No log | 12.0 | 84 | 0.7504 | 0.5770 | 0.7504 | 0.8662 |
| No log | 12.2857 | 86 | 0.6421 | 0.6070 | 0.6421 | 0.8013 |
| No log | 12.5714 | 88 | 0.6293 | 0.6187 | 0.6293 | 0.7933 |
| No log | 12.8571 | 90 | 0.6317 | 0.6215 | 0.6317 | 0.7948 |
| No log | 13.1429 | 92 | 0.6525 | 0.5817 | 0.6525 | 0.8078 |
| No log | 13.4286 | 94 | 0.8344 | 0.5583 | 0.8344 | 0.9134 |
| No log | 13.7143 | 96 | 0.7955 | 0.6014 | 0.7955 | 0.8919 |
| No log | 14.0 | 98 | 0.6467 | 0.5964 | 0.6467 | 0.8042 |
| No log | 14.2857 | 100 | 0.6482 | 0.6094 | 0.6482 | 0.8051 |
| No log | 14.5714 | 102 | 0.6633 | 0.5869 | 0.6633 | 0.8144 |
| No log | 14.8571 | 104 | 0.8384 | 0.6014 | 0.8384 | 0.9156 |
| No log | 15.1429 | 106 | 1.0215 | 0.5094 | 1.0215 | 1.0107 |
| No log | 15.4286 | 108 | 0.8825 | 0.5781 | 0.8825 | 0.9394 |
| No log | 15.7143 | 110 | 0.6695 | 0.5905 | 0.6695 | 0.8182 |
| No log | 16.0 | 112 | 0.6705 | 0.5239 | 0.6705 | 0.8188 |
| No log | 16.2857 | 114 | 0.6724 | 0.5166 | 0.6724 | 0.8200 |
| No log | 16.5714 | 116 | 0.7416 | 0.5357 | 0.7416 | 0.8612 |
| No log | 16.8571 | 118 | 0.8245 | 0.6043 | 0.8245 | 0.9080 |
| No log | 17.1429 | 120 | 0.7397 | 0.5676 | 0.7397 | 0.8601 |
| No log | 17.4286 | 122 | 0.6358 | 0.5349 | 0.6358 | 0.7974 |
| No log | 17.7143 | 124 | 0.6519 | 0.6560 | 0.6519 | 0.8074 |
| No log | 18.0 | 126 | 0.6405 | 0.6777 | 0.6405 | 0.8003 |
| No log | 18.2857 | 128 | 0.6314 | 0.6104 | 0.6314 | 0.7946 |
| No log | 18.5714 | 130 | 0.7573 | 0.6325 | 0.7573 | 0.8702 |
| No log | 18.8571 | 132 | 0.7665 | 0.6173 | 0.7665 | 0.8755 |
| No log | 19.1429 | 134 | 0.7407 | 0.5553 | 0.7407 | 0.8607 |
| No log | 19.4286 | 136 | 0.6578 | 0.5770 | 0.6578 | 0.8110 |
| No log | 19.7143 | 138 | 0.6158 | 0.5713 | 0.6158 | 0.7848 |
| No log | 20.0 | 140 | 0.6543 | 0.6209 | 0.6543 | 0.8089 |
| No log | 20.2857 | 142 | 0.6614 | 0.6209 | 0.6614 | 0.8132 |
| No log | 20.5714 | 144 | 0.6205 | 0.6028 | 0.6205 | 0.7877 |
| No log | 20.8571 | 146 | 0.6641 | 0.5665 | 0.6641 | 0.8149 |
| No log | 21.1429 | 148 | 0.7248 | 0.5676 | 0.7248 | 0.8513 |
| No log | 21.4286 | 150 | 0.6624 | 0.5862 | 0.6624 | 0.8139 |
| No log | 21.7143 | 152 | 0.6215 | 0.6186 | 0.6215 | 0.7884 |
| No log | 22.0 | 154 | 0.6231 | 0.6196 | 0.6231 | 0.7893 |
| No log | 22.2857 | 156 | 0.6269 | 0.5911 | 0.6269 | 0.7918 |
| No log | 22.5714 | 158 | 0.6159 | 0.6154 | 0.6159 | 0.7848 |
| No log | 22.8571 | 160 | 0.6527 | 0.5446 | 0.6527 | 0.8079 |
| No log | 23.1429 | 162 | 0.6590 | 0.5566 | 0.6590 | 0.8118 |
| No log | 23.4286 | 164 | 0.6148 | 0.6246 | 0.6148 | 0.7841 |
| No log | 23.7143 | 166 | 0.6160 | 0.6606 | 0.6160 | 0.7849 |
| No log | 24.0 | 168 | 0.6191 | 0.6606 | 0.6191 | 0.7868 |
| No log | 24.2857 | 170 | 0.6525 | 0.6334 | 0.6525 | 0.8078 |
| No log | 24.5714 | 172 | 0.7196 | 0.5860 | 0.7196 | 0.8483 |
| No log | 24.8571 | 174 | 0.6793 | 0.6490 | 0.6793 | 0.8242 |
| No log | 25.1429 | 176 | 0.6187 | 0.6606 | 0.6187 | 0.7866 |
| No log | 25.4286 | 178 | 0.6025 | 0.6426 | 0.6025 | 0.7762 |
| No log | 25.7143 | 180 | 0.6130 | 0.6426 | 0.6130 | 0.7830 |
| No log | 26.0 | 182 | 0.6714 | 0.5459 | 0.6714 | 0.8194 |
| No log | 26.2857 | 184 | 0.7240 | 0.6043 | 0.7240 | 0.8509 |
| No log | 26.5714 | 186 | 0.7571 | 0.5709 | 0.7571 | 0.8701 |
| No log | 26.8571 | 188 | 0.6859 | 0.5645 | 0.6859 | 0.8282 |
| No log | 27.1429 | 190 | 0.6325 | 0.5955 | 0.6325 | 0.7953 |
| No log | 27.4286 | 192 | 0.6464 | 0.6398 | 0.6464 | 0.8040 |
| No log | 27.7143 | 194 | 0.6351 | 0.6429 | 0.6351 | 0.7969 |
| No log | 28.0 | 196 | 0.6261 | 0.6035 | 0.6261 | 0.7912 |
| No log | 28.2857 | 198 | 0.6621 | 0.5759 | 0.6621 | 0.8137 |
| No log | 28.5714 | 200 | 0.6848 | 0.5459 | 0.6848 | 0.8275 |
| No log | 28.8571 | 202 | 0.6610 | 0.5446 | 0.6610 | 0.8130 |
| No log | 29.1429 | 204 | 0.6232 | 0.5971 | 0.6232 | 0.7895 |
| No log | 29.4286 | 206 | 0.6101 | 0.6167 | 0.6101 | 0.7811 |
| No log | 29.7143 | 208 | 0.6101 | 0.6215 | 0.6101 | 0.7811 |
| No log | 30.0 | 210 | 0.6112 | 0.6164 | 0.6112 | 0.7818 |
| No log | 30.2857 | 212 | 0.6341 | 0.5653 | 0.6341 | 0.7963 |
| No log | 30.5714 | 214 | 0.6348 | 0.5536 | 0.6348 | 0.7968 |
| No log | 30.8571 | 216 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
| No log | 31.1429 | 218 | 0.6003 | 0.6452 | 0.6003 | 0.7748 |
| No log | 31.4286 | 220 | 0.6014 | 0.6555 | 0.6014 | 0.7755 |
| No log | 31.7143 | 222 | 0.6052 | 0.6452 | 0.6052 | 0.7779 |
| No log | 32.0 | 224 | 0.6108 | 0.5737 | 0.6108 | 0.7815 |
| No log | 32.2857 | 226 | 0.6891 | 0.5686 | 0.6891 | 0.8302 |
| No log | 32.5714 | 228 | 0.7466 | 0.6025 | 0.7466 | 0.8640 |
| No log | 32.8571 | 230 | 0.6946 | 0.5553 | 0.6946 | 0.8334 |
| No log | 33.1429 | 232 | 0.6156 | 0.6144 | 0.6156 | 0.7846 |
| No log | 33.4286 | 234 | 0.6046 | 0.6275 | 0.6046 | 0.7776 |
| No log | 33.7143 | 236 | 0.6030 | 0.6275 | 0.6030 | 0.7765 |
| No log | 34.0 | 238 | 0.6072 | 0.6452 | 0.6072 | 0.7792 |
| No log | 34.2857 | 240 | 0.6364 | 0.6052 | 0.6364 | 0.7977 |
| No log | 34.5714 | 242 | 0.6869 | 0.6014 | 0.6869 | 0.8288 |
| No log | 34.8571 | 244 | 0.6785 | 0.6377 | 0.6785 | 0.8237 |
| No log | 35.1429 | 246 | 0.6224 | 0.5737 | 0.6224 | 0.7889 |
| No log | 35.4286 | 248 | 0.6174 | 0.5945 | 0.6174 | 0.7857 |
| No log | 35.7143 | 250 | 0.6454 | 0.5869 | 0.6454 | 0.8034 |
| No log | 36.0 | 252 | 0.6353 | 0.5614 | 0.6353 | 0.7970 |
| No log | 36.2857 | 254 | 0.6112 | 0.6364 | 0.6112 | 0.7818 |
| No log | 36.5714 | 256 | 0.6165 | 0.5748 | 0.6165 | 0.7852 |
| No log | 36.8571 | 258 | 0.6368 | 0.5865 | 0.6368 | 0.7980 |
| No log | 37.1429 | 260 | 0.6268 | 0.5865 | 0.6268 | 0.7917 |
| No log | 37.4286 | 262 | 0.6091 | 0.6144 | 0.6091 | 0.7804 |
| No log | 37.7143 | 264 | 0.6062 | 0.6426 | 0.6062 | 0.7786 |
| No log | 38.0 | 266 | 0.6107 | 0.6068 | 0.6107 | 0.7815 |
| No log | 38.2857 | 268 | 0.6050 | 0.6452 | 0.6050 | 0.7778 |
| No log | 38.5714 | 270 | 0.6054 | 0.6325 | 0.6054 | 0.7781 |
| No log | 38.8571 | 272 | 0.6179 | 0.5852 | 0.6179 | 0.7861 |
| No log | 39.1429 | 274 | 0.6324 | 0.6184 | 0.6324 | 0.7952 |
| No log | 39.4286 | 276 | 0.6154 | 0.5650 | 0.6154 | 0.7845 |
| No log | 39.7143 | 278 | 0.6099 | 0.6078 | 0.6099 | 0.7809 |
| No log | 40.0 | 280 | 0.6126 | 0.6057 | 0.6126 | 0.7827 |
| No log | 40.2857 | 282 | 0.6225 | 0.5943 | 0.6225 | 0.7890 |
| No log | 40.5714 | 284 | 0.6265 | 0.5610 | 0.6265 | 0.7915 |
| No log | 40.8571 | 286 | 0.6268 | 0.5402 | 0.6268 | 0.7917 |
| No log | 41.1429 | 288 | 0.6307 | 0.5301 | 0.6307 | 0.7942 |
| No log | 41.4286 | 290 | 0.6306 | 0.5650 | 0.6306 | 0.7941 |
| No log | 41.7143 | 292 | 0.6274 | 0.5650 | 0.6274 | 0.7921 |
| No log | 42.0 | 294 | 0.6513 | 0.5999 | 0.6513 | 0.8070 |
| No log | 42.2857 | 296 | 0.6633 | 0.5917 | 0.6633 | 0.8144 |
| No log | 42.5714 | 298 | 0.6596 | 0.5917 | 0.6596 | 0.8122 |
| No log | 42.8571 | 300 | 0.6227 | 0.5961 | 0.6227 | 0.7891 |
| No log | 43.1429 | 302 | 0.6064 | 0.6259 | 0.6064 | 0.7787 |
| No log | 43.4286 | 304 | 0.6075 | 0.6426 | 0.6075 | 0.7794 |
| No log | 43.7143 | 306 | 0.6260 | 0.5737 | 0.6260 | 0.7912 |
| No log | 44.0 | 308 | 0.6470 | 0.5862 | 0.6470 | 0.8043 |
| No log | 44.2857 | 310 | 0.6992 | 0.6004 | 0.6992 | 0.8362 |
| No log | 44.5714 | 312 | 0.7056 | 0.5946 | 0.7056 | 0.8400 |
| No log | 44.8571 | 314 | 0.6508 | 0.5748 | 0.6508 | 0.8067 |
| No log | 45.1429 | 316 | 0.6180 | 0.6606 | 0.6180 | 0.7861 |
| No log | 45.4286 | 318 | 0.6216 | 0.6606 | 0.6216 | 0.7884 |
| No log | 45.7143 | 320 | 0.6345 | 0.6482 | 0.6345 | 0.7966 |
| No log | 46.0 | 322 | 0.6901 | 0.6003 | 0.6901 | 0.8307 |
| No log | 46.2857 | 324 | 0.7971 | 0.6382 | 0.7971 | 0.8928 |
| No log | 46.5714 | 326 | 0.8008 | 0.6382 | 0.8008 | 0.8949 |
| No log | 46.8571 | 328 | 0.7238 | 0.6100 | 0.7238 | 0.8507 |
| No log | 47.1429 | 330 | 0.6473 | 0.6444 | 0.6473 | 0.8046 |
| No log | 47.4286 | 332 | 0.6077 | 0.6526 | 0.6077 | 0.7795 |
| No log | 47.7143 | 334 | 0.6130 | 0.6001 | 0.6130 | 0.7829 |
| No log | 48.0 | 336 | 0.6109 | 0.6018 | 0.6109 | 0.7816 |
| No log | 48.2857 | 338 | 0.6014 | 0.6364 | 0.6014 | 0.7755 |
| No log | 48.5714 | 340 | 0.6152 | 0.5843 | 0.6152 | 0.7843 |
| No log | 48.8571 | 342 | 0.6673 | 0.5686 | 0.6673 | 0.8169 |
| No log | 49.1429 | 344 | 0.7147 | 0.6032 | 0.7147 | 0.8454 |
| No log | 49.4286 | 346 | 0.7329 | 0.5881 | 0.7329 | 0.8561 |
| No log | 49.7143 | 348 | 0.6940 | 0.5770 | 0.6940 | 0.8331 |
| No log | 50.0 | 350 | 0.6400 | 0.5966 | 0.6400 | 0.8000 |
| No log | 50.2857 | 352 | 0.6171 | 0.6426 | 0.6171 | 0.7856 |
| No log | 50.5714 | 354 | 0.6120 | 0.6526 | 0.6120 | 0.7823 |
| No log | 50.8571 | 356 | 0.6075 | 0.6526 | 0.6075 | 0.7794 |
| No log | 51.1429 | 358 | 0.6039 | 0.6526 | 0.6039 | 0.7771 |
| No log | 51.4286 | 360 | 0.6010 | 0.6526 | 0.6010 | 0.7753 |
| No log | 51.7143 | 362 | 0.6096 | 0.6032 | 0.6096 | 0.7807 |
| No log | 52.0 | 364 | 0.6431 | 0.5887 | 0.6431 | 0.8019 |
| No log | 52.2857 | 366 | 0.6792 | 0.6341 | 0.6792 | 0.8241 |
| No log | 52.5714 | 368 | 0.6657 | 0.6488 | 0.6657 | 0.8159 |
| No log | 52.8571 | 370 | 0.6297 | 0.6052 | 0.6297 | 0.7936 |
| No log | 53.1429 | 372 | 0.6042 | 0.6615 | 0.6042 | 0.7773 |
| No log | 53.4286 | 374 | 0.5968 | 0.6325 | 0.5968 | 0.7725 |
| No log | 53.7143 | 376 | 0.5944 | 0.6325 | 0.5944 | 0.7710 |
| No log | 54.0 | 378 | 0.5931 | 0.6426 | 0.5931 | 0.7701 |
| No log | 54.2857 | 380 | 0.5922 | 0.6237 | 0.5922 | 0.7696 |
| No log | 54.5714 | 382 | 0.5946 | 0.6364 | 0.5946 | 0.7711 |
| No log | 54.8571 | 384 | 0.6008 | 0.6354 | 0.6008 | 0.7751 |
| No log | 55.1429 | 386 | 0.6037 | 0.6470 | 0.6037 | 0.7770 |
| No log | 55.4286 | 388 | 0.6032 | 0.5747 | 0.6032 | 0.7766 |
| No log | 55.7143 | 390 | 0.5994 | 0.6364 | 0.5994 | 0.7742 |
| No log | 56.0 | 392 | 0.5937 | 0.6364 | 0.5937 | 0.7705 |
| No log | 56.2857 | 394 | 0.5907 | 0.6526 | 0.5907 | 0.7686 |
| No log | 56.5714 | 396 | 0.5937 | 0.6508 | 0.5937 | 0.7705 |
| No log | 56.8571 | 398 | 0.6097 | 0.6508 | 0.6097 | 0.7808 |
| No log | 57.1429 | 400 | 0.6238 | 0.5940 | 0.6238 | 0.7898 |
| No log | 57.4286 | 402 | 0.6393 | 0.5940 | 0.6393 | 0.7996 |
| No log | 57.7143 | 404 | 0.6436 | 0.6377 | 0.6436 | 0.8022 |
| No log | 58.0 | 406 | 0.6572 | 0.6377 | 0.6572 | 0.8107 |
| No log | 58.2857 | 408 | 0.6916 | 0.6436 | 0.6916 | 0.8316 |
| No log | 58.5714 | 410 | 0.6700 | 0.6353 | 0.6700 | 0.8185 |
| No log | 58.8571 | 412 | 0.6326 | 0.6265 | 0.6326 | 0.7954 |
| No log | 59.1429 | 414 | 0.6042 | 0.6508 | 0.6042 | 0.7773 |
| No log | 59.4286 | 416 | 0.5994 | 0.6426 | 0.5994 | 0.7742 |
| No log | 59.7143 | 418 | 0.5984 | 0.6325 | 0.5984 | 0.7736 |
| No log | 60.0 | 420 | 0.5994 | 0.6325 | 0.5994 | 0.7742 |
| No log | 60.2857 | 422 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
| No log | 60.5714 | 424 | 0.6159 | 0.6265 | 0.6159 | 0.7848 |
| No log | 60.8571 | 426 | 0.6224 | 0.6265 | 0.6224 | 0.7889 |
| No log | 61.1429 | 428 | 0.6214 | 0.6070 | 0.6214 | 0.7883 |
| No log | 61.4286 | 430 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
| No log | 61.7143 | 432 | 0.6046 | 0.6144 | 0.6046 | 0.7776 |
| No log | 62.0 | 434 | 0.6050 | 0.6144 | 0.6050 | 0.7778 |
| No log | 62.2857 | 436 | 0.6153 | 0.6144 | 0.6153 | 0.7844 |
| No log | 62.5714 | 438 | 0.6107 | 0.6144 | 0.6107 | 0.7815 |
| No log | 62.8571 | 440 | 0.6071 | 0.6144 | 0.6071 | 0.7792 |
| No log | 63.1429 | 442 | 0.6025 | 0.6144 | 0.6025 | 0.7762 |
| No log | 63.4286 | 444 | 0.6019 | 0.6144 | 0.6019 | 0.7758 |
| No log | 63.7143 | 446 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
| No log | 64.0 | 448 | 0.6424 | 0.6184 | 0.6424 | 0.8015 |
| No log | 64.2857 | 450 | 0.6696 | 0.6275 | 0.6696 | 0.8183 |
| No log | 64.5714 | 452 | 0.6633 | 0.6275 | 0.6633 | 0.8144 |
| No log | 64.8571 | 454 | 0.6482 | 0.6164 | 0.6482 | 0.8051 |
| No log | 65.1429 | 456 | 0.6270 | 0.6311 | 0.6270 | 0.7918 |
| No log | 65.4286 | 458 | 0.6185 | 0.6334 | 0.6185 | 0.7865 |
| No log | 65.7143 | 460 | 0.6108 | 0.6334 | 0.6108 | 0.7816 |
| No log | 66.0 | 462 | 0.6094 | 0.6368 | 0.6094 | 0.7807 |
| No log | 66.2857 | 464 | 0.6159 | 0.6184 | 0.6159 | 0.7848 |
| No log | 66.5714 | 466 | 0.6185 | 0.5770 | 0.6185 | 0.7865 |
| No log | 66.8571 | 468 | 0.6113 | 0.6368 | 0.6113 | 0.7818 |
| No log | 67.1429 | 470 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
| No log | 67.4286 | 472 | 0.6005 | 0.6334 | 0.6005 | 0.7749 |
| No log | 67.7143 | 474 | 0.5951 | 0.6144 | 0.5951 | 0.7714 |
| No log | 68.0 | 476 | 0.5959 | 0.6144 | 0.5959 | 0.7720 |
| No log | 68.2857 | 478 | 0.5924 | 0.6144 | 0.5924 | 0.7697 |
| No log | 68.5714 | 480 | 0.5903 | 0.6246 | 0.5903 | 0.7683 |
| No log | 68.8571 | 482 | 0.5896 | 0.6246 | 0.5896 | 0.7678 |
| No log | 69.1429 | 484 | 0.5890 | 0.6246 | 0.5890 | 0.7675 |
| No log | 69.4286 | 486 | 0.5888 | 0.6246 | 0.5888 | 0.7673 |
| No log | 69.7143 | 488 | 0.5888 | 0.6215 | 0.5888 | 0.7673 |
| No log | 70.0 | 490 | 0.5895 | 0.6215 | 0.5895 | 0.7678 |
| No log | 70.2857 | 492 | 0.5910 | 0.6237 | 0.5910 | 0.7688 |
| No log | 70.5714 | 494 | 0.5911 | 0.5995 | 0.5911 | 0.7688 |
| No log | 70.8571 | 496 | 0.5863 | 0.6237 | 0.5863 | 0.7657 |
| No log | 71.1429 | 498 | 0.5870 | 0.6144 | 0.5870 | 0.7662 |
| 0.1606 | 71.4286 | 500 | 0.5935 | 0.6144 | 0.5935 | 0.7704 |
| 0.1606 | 71.7143 | 502 | 0.6017 | 0.6144 | 0.6017 | 0.7757 |
| 0.1606 | 72.0 | 504 | 0.6197 | 0.6761 | 0.6197 | 0.7872 |
| 0.1606 | 72.2857 | 506 | 0.6340 | 0.6377 | 0.6340 | 0.7962 |
| 0.1606 | 72.5714 | 508 | 0.6478 | 0.6377 | 0.6478 | 0.8049 |
| 0.1606 | 72.8571 | 510 | 0.6764 | 0.6204 | 0.6764 | 0.8224 |
| 0.1606 | 73.1429 | 512 | 0.6861 | 0.6173 | 0.6861 | 0.8283 |
| 0.1606 | 73.4286 | 514 | 0.6691 | 0.6353 | 0.6691 | 0.8180 |
| 0.1606 | 73.7143 | 516 | 0.6439 | 0.6653 | 0.6439 | 0.8024 |
| 0.1606 | 74.0 | 518 | 0.6308 | 0.6653 | 0.6308 | 0.7942 |
| 0.1606 | 74.2857 | 520 | 0.6349 | 0.6653 | 0.6349 | 0.7968 |
| 0.1606 | 74.5714 | 522 | 0.6511 | 0.6729 | 0.6511 | 0.8069 |
| 0.1606 | 74.8571 | 524 | 0.6635 | 0.6353 | 0.6635 | 0.8145 |
| 0.1606 | 75.1429 | 526 | 0.6741 | 0.6353 | 0.6741 | 0.8210 |
| 0.1606 | 75.4286 | 528 | 0.6751 | 0.6461 | 0.6751 | 0.8216 |
| 0.1606 | 75.7143 | 530 | 0.6515 | 0.6377 | 0.6515 | 0.8071 |
| 0.1606 | 76.0 | 532 | 0.6210 | 0.6653 | 0.6210 | 0.7881 |
| 0.1606 | 76.2857 | 534 | 0.6026 | 0.6144 | 0.6026 | 0.7763 |
| 0.1606 | 76.5714 | 536 | 0.5961 | 0.6164 | 0.5961 | 0.7720 |
| 0.1606 | 76.8571 | 538 | 0.5950 | 0.6164 | 0.5950 | 0.7713 |
| 0.1606 | 77.1429 | 540 | 0.5968 | 0.6164 | 0.5968 | 0.7726 |
| 0.1606 | 77.4286 | 542 | 0.6002 | 0.6164 | 0.6002 | 0.7747 |
| 0.1606 | 77.7143 | 544 | 0.6053 | 0.5748 | 0.6053 | 0.7780 |
| 0.1606 | 78.0 | 546 | 0.6043 | 0.5737 | 0.6043 | 0.7774 |
| 0.1606 | 78.2857 | 548 | 0.6059 | 0.5940 | 0.6059 | 0.7784 |
| 0.1606 | 78.5714 | 550 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
| 0.1606 | 78.8571 | 552 | 0.6047 | 0.6334 | 0.6047 | 0.7776 |
| 0.1606 | 79.1429 | 554 | 0.6077 | 0.6334 | 0.6077 | 0.7795 |
| 0.1606 | 79.4286 | 556 | 0.6104 | 0.6334 | 0.6104 | 0.7813 |
| 0.1606 | 79.7143 | 558 | 0.6158 | 0.6334 | 0.6158 | 0.7848 |
| 0.1606 | 80.0 | 560 | 0.6184 | 0.6334 | 0.6184 | 0.7864 |
| 0.1606 | 80.2857 | 562 | 0.6272 | 0.6334 | 0.6272 | 0.7920 |
| 0.1606 | 80.5714 | 564 | 0.6261 | 0.6334 | 0.6261 | 0.7912 |
| 0.1606 | 80.8571 | 566 | 0.6155 | 0.6334 | 0.6155 | 0.7845 |
| 0.1606 | 81.1429 | 568 | 0.6090 | 0.6334 | 0.6090 | 0.7804 |
| 0.1606 | 81.4286 | 570 | 0.6056 | 0.5940 | 0.6056 | 0.7782 |
| 0.1606 | 81.7143 | 572 | 0.6059 | 0.5737 | 0.6059 | 0.7784 |
| 0.1606 | 82.0 | 574 | 0.6031 | 0.5748 | 0.6031 | 0.7766 |
| 0.1606 | 82.2857 | 576 | 0.6006 | 0.5854 | 0.6006 | 0.7750 |
| 0.1606 | 82.5714 | 578 | 0.5996 | 0.6269 | 0.5996 | 0.7744 |
| 0.1606 | 82.8571 | 580 | 0.5991 | 0.6269 | 0.5991 | 0.7740 |
| 0.1606 | 83.1429 | 582 | 0.5989 | 0.6269 | 0.5989 | 0.7739 |
| 0.1606 | 83.4286 | 584 | 0.5983 | 0.6269 | 0.5983 | 0.7735 |
| 0.1606 | 83.7143 | 586 | 0.5975 | 0.6269 | 0.5975 | 0.7730 |
| 0.1606 | 84.0 | 588 | 0.5967 | 0.6269 | 0.5967 | 0.7724 |
| 0.1606 | 84.2857 | 590 | 0.5968 | 0.6269 | 0.5968 | 0.7725 |
| 0.1606 | 84.5714 | 592 | 0.5984 | 0.6246 | 0.5984 | 0.7736 |
| 0.1606 | 84.8571 | 594 | 0.6002 | 0.6435 | 0.6002 | 0.7747 |
| 0.1606 | 85.1429 | 596 | 0.6041 | 0.6334 | 0.6041 | 0.7772 |
| 0.1606 | 85.4286 | 598 | 0.6116 | 0.6334 | 0.6116 | 0.7820 |
| 0.1606 | 85.7143 | 600 | 0.6178 | 0.6334 | 0.6178 | 0.7860 |
| 0.1606 | 86.0 | 602 | 0.6189 | 0.6334 | 0.6189 | 0.7867 |
| 0.1606 | 86.2857 | 604 | 0.6163 | 0.6334 | 0.6163 | 0.7850 |
| 0.1606 | 86.5714 | 606 | 0.6123 | 0.6334 | 0.6123 | 0.7825 |
| 0.1606 | 86.8571 | 608 | 0.6119 | 0.6334 | 0.6119 | 0.7822 |
| 0.1606 | 87.1429 | 610 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
| 0.1606 | 87.4286 | 612 | 0.6074 | 0.6334 | 0.6074 | 0.7793 |
| 0.1606 | 87.7143 | 614 | 0.6059 | 0.6334 | 0.6059 | 0.7784 |
| 0.1606 | 88.0 | 616 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
| 0.1606 | 88.2857 | 618 | 0.6008 | 0.6334 | 0.6008 | 0.7751 |
| 0.1606 | 88.5714 | 620 | 0.5978 | 0.6334 | 0.5978 | 0.7732 |
| 0.1606 | 88.8571 | 622 | 0.5963 | 0.6246 | 0.5963 | 0.7722 |
| 0.1606 | 89.1429 | 624 | 0.5965 | 0.6246 | 0.5965 | 0.7723 |
| 0.1606 | 89.4286 | 626 | 0.5975 | 0.6144 | 0.5975 | 0.7730 |
| 0.1606 | 89.7143 | 628 | 0.6004 | 0.6144 | 0.6004 | 0.7748 |
| 0.1606 | 90.0 | 630 | 0.6030 | 0.6334 | 0.6030 | 0.7765 |
| 0.1606 | 90.2857 | 632 | 0.6047 | 0.6334 | 0.6047 | 0.7777 |
| 0.1606 | 90.5714 | 634 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
| 0.1606 | 90.8571 | 636 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
| 0.1606 | 91.1429 | 638 | 0.6039 | 0.6334 | 0.6039 | 0.7771 |
| 0.1606 | 91.4286 | 640 | 0.6062 | 0.6334 | 0.6062 | 0.7786 |
| 0.1606 | 91.7143 | 642 | 0.6113 | 0.5940 | 0.6113 | 0.7818 |
| 0.1606 | 92.0 | 644 | 0.6155 | 0.5940 | 0.6155 | 0.7845 |
| 0.1606 | 92.2857 | 646 | 0.6165 | 0.5940 | 0.6165 | 0.7851 |
| 0.1606 | 92.5714 | 648 | 0.6176 | 0.5940 | 0.6176 | 0.7859 |
| 0.1606 | 92.8571 | 650 | 0.6173 | 0.5940 | 0.6173 | 0.7857 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|