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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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_run2_AugV5_k10_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: 1.8017
- Qwk: 0.3022
- Mse: 1.8017
- Rmse: 1.3423
## 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 | 0.0455 | 2 | 7.6245 | -0.0312 | 7.6245 | 2.7612 |
| No log | 0.0909 | 4 | 4.3530 | 0.0529 | 4.3530 | 2.0864 |
| No log | 0.1364 | 6 | 3.0062 | 0.0848 | 3.0062 | 1.7339 |
| No log | 0.1818 | 8 | 2.2718 | 0.1314 | 2.2718 | 1.5072 |
| No log | 0.2273 | 10 | 1.9229 | 0.1552 | 1.9229 | 1.3867 |
| No log | 0.2727 | 12 | 1.9323 | 0.1176 | 1.9323 | 1.3901 |
| No log | 0.3182 | 14 | 2.0321 | 0.1374 | 2.0321 | 1.4255 |
| No log | 0.3636 | 16 | 1.6192 | 0.1852 | 1.6192 | 1.2725 |
| No log | 0.4091 | 18 | 1.5640 | 0.1905 | 1.5640 | 1.2506 |
| No log | 0.4545 | 20 | 1.7310 | 0.1143 | 1.7310 | 1.3157 |
| No log | 0.5 | 22 | 2.1646 | 0.1322 | 2.1646 | 1.4713 |
| No log | 0.5455 | 24 | 2.1615 | 0.0684 | 2.1615 | 1.4702 |
| No log | 0.5909 | 26 | 1.8390 | 0.1509 | 1.8390 | 1.3561 |
| No log | 0.6364 | 28 | 1.7885 | 0.1714 | 1.7885 | 1.3373 |
| No log | 0.6818 | 30 | 1.7457 | 0.2523 | 1.7457 | 1.3213 |
| No log | 0.7273 | 32 | 1.6923 | 0.3252 | 1.6923 | 1.3009 |
| No log | 0.7727 | 34 | 2.2939 | 0.2667 | 2.2939 | 1.5146 |
| No log | 0.8182 | 36 | 2.5115 | 0.1646 | 2.5115 | 1.5848 |
| No log | 0.8636 | 38 | 2.3288 | 0.2468 | 2.3288 | 1.5260 |
| No log | 0.9091 | 40 | 1.8344 | 0.3143 | 1.8344 | 1.3544 |
| No log | 0.9545 | 42 | 1.9633 | 0.3000 | 1.9633 | 1.4012 |
| No log | 1.0 | 44 | 1.8702 | 0.3453 | 1.8702 | 1.3676 |
| No log | 1.0455 | 46 | 1.7038 | 0.4122 | 1.7038 | 1.3053 |
| No log | 1.0909 | 48 | 1.7036 | 0.4 | 1.7036 | 1.3052 |
| No log | 1.1364 | 50 | 2.1017 | 0.1926 | 2.1017 | 1.4497 |
| No log | 1.1818 | 52 | 2.5197 | 0.0132 | 2.5197 | 1.5874 |
| No log | 1.2273 | 54 | 2.4515 | 0.0265 | 2.4515 | 1.5657 |
| No log | 1.2727 | 56 | 2.0946 | 0.2628 | 2.0946 | 1.4473 |
| No log | 1.3182 | 58 | 1.7263 | 0.4132 | 1.7263 | 1.3139 |
| No log | 1.3636 | 60 | 1.4853 | 0.3540 | 1.4853 | 1.2187 |
| No log | 1.4091 | 62 | 1.3899 | 0.2545 | 1.3899 | 1.1789 |
| No log | 1.4545 | 64 | 1.3931 | 0.1321 | 1.3931 | 1.1803 |
| No log | 1.5 | 66 | 1.3468 | 0.1321 | 1.3468 | 1.1605 |
| No log | 1.5455 | 68 | 1.3164 | 0.2202 | 1.3164 | 1.1474 |
| No log | 1.5909 | 70 | 1.4164 | 0.3333 | 1.4164 | 1.1901 |
| No log | 1.6364 | 72 | 1.6002 | 0.4 | 1.6002 | 1.2650 |
| No log | 1.6818 | 74 | 1.5400 | 0.4 | 1.5400 | 1.2410 |
| No log | 1.7273 | 76 | 1.3738 | 0.2545 | 1.3738 | 1.1721 |
| No log | 1.7727 | 78 | 1.2936 | 0.3036 | 1.2936 | 1.1374 |
| No log | 1.8182 | 80 | 1.2937 | 0.3036 | 1.2937 | 1.1374 |
| No log | 1.8636 | 82 | 1.3111 | 0.3036 | 1.3111 | 1.1450 |
| No log | 1.9091 | 84 | 1.3631 | 0.3540 | 1.3631 | 1.1675 |
| No log | 1.9545 | 86 | 1.5682 | 0.3186 | 1.5682 | 1.2523 |
| No log | 2.0 | 88 | 1.6829 | 0.3652 | 1.6829 | 1.2973 |
| No log | 2.0455 | 90 | 1.7963 | 0.0545 | 1.7963 | 1.3403 |
| No log | 2.0909 | 92 | 1.7055 | 0.1579 | 1.7055 | 1.3059 |
| No log | 2.1364 | 94 | 1.4888 | 0.2087 | 1.4888 | 1.2202 |
| No log | 2.1818 | 96 | 1.2774 | 0.3761 | 1.2774 | 1.1302 |
| No log | 2.2273 | 98 | 1.2494 | 0.3898 | 1.2494 | 1.1178 |
| No log | 2.2727 | 100 | 1.2553 | 0.4262 | 1.2553 | 1.1204 |
| No log | 2.3182 | 102 | 1.2880 | 0.4500 | 1.2880 | 1.1349 |
| No log | 2.3636 | 104 | 1.7129 | 0.2047 | 1.7129 | 1.3088 |
| No log | 2.4091 | 106 | 1.9074 | 0.1600 | 1.9074 | 1.3811 |
| No log | 2.4545 | 108 | 1.7040 | 0.3016 | 1.7040 | 1.3054 |
| No log | 2.5 | 110 | 1.2458 | 0.4918 | 1.2458 | 1.1161 |
| No log | 2.5455 | 112 | 1.1509 | 0.5246 | 1.1509 | 1.0728 |
| No log | 2.5909 | 114 | 1.2087 | 0.5161 | 1.2087 | 1.0994 |
| No log | 2.6364 | 116 | 1.3814 | 0.4640 | 1.3814 | 1.1753 |
| No log | 2.6818 | 118 | 1.4780 | 0.4228 | 1.4780 | 1.2157 |
| No log | 2.7273 | 120 | 1.4595 | 0.4065 | 1.4595 | 1.2081 |
| No log | 2.7727 | 122 | 1.2833 | 0.5238 | 1.2833 | 1.1328 |
| No log | 2.8182 | 124 | 1.1546 | 0.5197 | 1.1546 | 1.0745 |
| No log | 2.8636 | 126 | 1.1858 | 0.5821 | 1.1858 | 1.0890 |
| No log | 2.9091 | 128 | 1.3102 | 0.5693 | 1.3102 | 1.1446 |
| No log | 2.9545 | 130 | 1.4253 | 0.4638 | 1.4253 | 1.1939 |
| No log | 3.0 | 132 | 1.2348 | 0.5401 | 1.2348 | 1.1112 |
| No log | 3.0455 | 134 | 1.0068 | 0.6015 | 1.0068 | 1.0034 |
| No log | 3.0909 | 136 | 0.9102 | 0.6015 | 0.9102 | 0.9540 |
| No log | 3.1364 | 138 | 1.0036 | 0.6015 | 1.0036 | 1.0018 |
| No log | 3.1818 | 140 | 1.3361 | 0.5248 | 1.3361 | 1.1559 |
| No log | 3.2273 | 142 | 1.6536 | 0.4430 | 1.6536 | 1.2859 |
| No log | 3.2727 | 144 | 1.9128 | 0.3205 | 1.9128 | 1.3831 |
| No log | 3.3182 | 146 | 1.9725 | 0.1918 | 1.9725 | 1.4045 |
| No log | 3.3636 | 148 | 1.8859 | 0.2609 | 1.8859 | 1.3733 |
| No log | 3.4091 | 150 | 1.8074 | 0.3226 | 1.8074 | 1.3444 |
| No log | 3.4545 | 152 | 1.9029 | 0.1525 | 1.9029 | 1.3795 |
| No log | 3.5 | 154 | 1.9943 | 0.0877 | 1.9943 | 1.4122 |
| No log | 3.5455 | 156 | 1.9733 | 0.1667 | 1.9733 | 1.4047 |
| No log | 3.5909 | 158 | 1.8410 | 0.2920 | 1.8410 | 1.3568 |
| No log | 3.6364 | 160 | 1.6385 | 0.3885 | 1.6385 | 1.2800 |
| No log | 3.6818 | 162 | 1.3253 | 0.5 | 1.3253 | 1.1512 |
| No log | 3.7273 | 164 | 1.1946 | 0.5414 | 1.1946 | 1.0930 |
| No log | 3.7727 | 166 | 1.2099 | 0.5507 | 1.2099 | 1.1000 |
| No log | 3.8182 | 168 | 1.3256 | 0.5211 | 1.3256 | 1.1513 |
| No log | 3.8636 | 170 | 1.3847 | 0.5379 | 1.3847 | 1.1767 |
| No log | 3.9091 | 172 | 1.2377 | 0.5390 | 1.2377 | 1.1125 |
| No log | 3.9545 | 174 | 1.2085 | 0.5532 | 1.2085 | 1.0993 |
| No log | 4.0 | 176 | 1.1484 | 0.5926 | 1.1484 | 1.0716 |
| No log | 4.0455 | 178 | 1.0689 | 0.6015 | 1.0689 | 1.0339 |
| No log | 4.0909 | 180 | 1.1987 | 0.5185 | 1.1987 | 1.0949 |
| No log | 4.1364 | 182 | 1.2843 | 0.4853 | 1.2843 | 1.1332 |
| No log | 4.1818 | 184 | 1.2393 | 0.5564 | 1.2393 | 1.1133 |
| No log | 4.2273 | 186 | 1.0982 | 0.5556 | 1.0982 | 1.0479 |
| No log | 4.2727 | 188 | 1.0844 | 0.5938 | 1.0844 | 1.0413 |
| No log | 4.3182 | 190 | 1.1703 | 0.5496 | 1.1703 | 1.0818 |
| No log | 4.3636 | 192 | 1.4148 | 0.4460 | 1.4148 | 1.1895 |
| No log | 4.4091 | 194 | 1.4642 | 0.3942 | 1.4642 | 1.2100 |
| No log | 4.4545 | 196 | 1.2012 | 0.5455 | 1.2012 | 1.0960 |
| No log | 4.5 | 198 | 1.0405 | 0.5692 | 1.0405 | 1.0201 |
| No log | 4.5455 | 200 | 1.1434 | 0.5714 | 1.1434 | 1.0693 |
| No log | 4.5909 | 202 | 1.4906 | 0.4286 | 1.4906 | 1.2209 |
| No log | 4.6364 | 204 | 1.7894 | 0.2937 | 1.7894 | 1.3377 |
| No log | 4.6818 | 206 | 1.9336 | 0.2500 | 1.9336 | 1.3905 |
| No log | 4.7273 | 208 | 1.8221 | 0.2878 | 1.8221 | 1.3498 |
| No log | 4.7727 | 210 | 1.6448 | 0.272 | 1.6448 | 1.2825 |
| No log | 4.8182 | 212 | 1.6287 | 0.2131 | 1.6287 | 1.2762 |
| No log | 4.8636 | 214 | 1.7113 | 0.2581 | 1.7113 | 1.3082 |
| No log | 4.9091 | 216 | 1.7634 | 0.2520 | 1.7634 | 1.3279 |
| No log | 4.9545 | 218 | 1.7188 | 0.2344 | 1.7188 | 1.3110 |
| No log | 5.0 | 220 | 1.5218 | 0.4060 | 1.5218 | 1.2336 |
| No log | 5.0455 | 222 | 1.3391 | 0.4697 | 1.3391 | 1.1572 |
| No log | 5.0909 | 224 | 1.2988 | 0.5263 | 1.2988 | 1.1397 |
| No log | 5.1364 | 226 | 1.4842 | 0.3857 | 1.4842 | 1.2183 |
| No log | 5.1818 | 228 | 1.6288 | 0.4161 | 1.6288 | 1.2762 |
| No log | 5.2273 | 230 | 1.7192 | 0.3624 | 1.7192 | 1.3112 |
| No log | 5.2727 | 232 | 1.7444 | 0.3624 | 1.7444 | 1.3208 |
| No log | 5.3182 | 234 | 1.7048 | 0.3919 | 1.7048 | 1.3057 |
| No log | 5.3636 | 236 | 1.6260 | 0.3478 | 1.6260 | 1.2752 |
| No log | 5.4091 | 238 | 1.4183 | 0.4478 | 1.4183 | 1.1909 |
| No log | 5.4545 | 240 | 1.4053 | 0.4478 | 1.4053 | 1.1855 |
| No log | 5.5 | 242 | 1.3134 | 0.4776 | 1.3134 | 1.1460 |
| No log | 5.5455 | 244 | 1.3210 | 0.4818 | 1.3210 | 1.1493 |
| No log | 5.5909 | 246 | 1.3096 | 0.4741 | 1.3096 | 1.1444 |
| No log | 5.6364 | 248 | 1.2546 | 0.5714 | 1.2546 | 1.1201 |
| No log | 5.6818 | 250 | 1.1242 | 0.5802 | 1.1242 | 1.0603 |
| No log | 5.7273 | 252 | 1.0861 | 0.5354 | 1.0861 | 1.0422 |
| No log | 5.7727 | 254 | 1.2683 | 0.5191 | 1.2683 | 1.1262 |
| No log | 5.8182 | 256 | 1.5812 | 0.4 | 1.5812 | 1.2574 |
| No log | 5.8636 | 258 | 1.7473 | 0.2464 | 1.7473 | 1.3219 |
| No log | 5.9091 | 260 | 1.6922 | 0.3358 | 1.6922 | 1.3009 |
| No log | 5.9545 | 262 | 1.4243 | 0.4493 | 1.4243 | 1.1935 |
| No log | 6.0 | 264 | 1.2161 | 0.5630 | 1.2161 | 1.1028 |
| No log | 6.0455 | 266 | 1.2526 | 0.5401 | 1.2526 | 1.1192 |
| No log | 6.0909 | 268 | 1.5279 | 0.4118 | 1.5279 | 1.2361 |
| No log | 6.1364 | 270 | 1.7011 | 0.3165 | 1.7011 | 1.3042 |
| No log | 6.1818 | 272 | 1.6790 | 0.3478 | 1.6790 | 1.2958 |
| No log | 6.2273 | 274 | 1.4962 | 0.4328 | 1.4962 | 1.2232 |
| No log | 6.2727 | 276 | 1.3732 | 0.5191 | 1.3732 | 1.1718 |
| No log | 6.3182 | 278 | 1.2978 | 0.512 | 1.2978 | 1.1392 |
| No log | 6.3636 | 280 | 1.2949 | 0.5312 | 1.2949 | 1.1379 |
| No log | 6.4091 | 282 | 1.3058 | 0.5496 | 1.3058 | 1.1427 |
| No log | 6.4545 | 284 | 1.3950 | 0.4776 | 1.3950 | 1.1811 |
| No log | 6.5 | 286 | 1.3675 | 0.5037 | 1.3675 | 1.1694 |
| No log | 6.5455 | 288 | 1.3182 | 0.5037 | 1.3182 | 1.1481 |
| No log | 6.5909 | 290 | 1.1877 | 0.5303 | 1.1877 | 1.0898 |
| No log | 6.6364 | 292 | 1.1310 | 0.5496 | 1.1310 | 1.0635 |
| No log | 6.6818 | 294 | 1.1500 | 0.5496 | 1.1500 | 1.0724 |
| No log | 6.7273 | 296 | 1.1772 | 0.5496 | 1.1772 | 1.0850 |
| No log | 6.7727 | 298 | 1.2159 | 0.5496 | 1.2159 | 1.1027 |
| No log | 6.8182 | 300 | 1.2998 | 0.5303 | 1.2998 | 1.1401 |
| No log | 6.8636 | 302 | 1.3087 | 0.5496 | 1.3087 | 1.1440 |
| No log | 6.9091 | 304 | 1.2394 | 0.5079 | 1.2394 | 1.1133 |
| No log | 6.9545 | 306 | 1.1680 | 0.4426 | 1.1680 | 1.0807 |
| No log | 7.0 | 308 | 1.1504 | 0.4553 | 1.1504 | 1.0726 |
| No log | 7.0455 | 310 | 1.1910 | 0.5538 | 1.1910 | 1.0913 |
| No log | 7.0909 | 312 | 1.1353 | 0.5538 | 1.1353 | 1.0655 |
| No log | 7.1364 | 314 | 1.1424 | 0.5538 | 1.1424 | 1.0688 |
| No log | 7.1818 | 316 | 1.1624 | 0.5231 | 1.1624 | 1.0782 |
| No log | 7.2273 | 318 | 1.2375 | 0.4776 | 1.2375 | 1.1124 |
| No log | 7.2727 | 320 | 1.2017 | 0.5344 | 1.2017 | 1.0962 |
| No log | 7.3182 | 322 | 1.1303 | 0.5496 | 1.1303 | 1.0631 |
| No log | 7.3636 | 324 | 1.2387 | 0.5564 | 1.2387 | 1.1130 |
| No log | 7.4091 | 326 | 1.3915 | 0.4559 | 1.3915 | 1.1796 |
| No log | 7.4545 | 328 | 1.4490 | 0.4559 | 1.4490 | 1.2038 |
| No log | 7.5 | 330 | 1.3189 | 0.5 | 1.3189 | 1.1484 |
| No log | 7.5455 | 332 | 1.1999 | 0.5481 | 1.1999 | 1.0954 |
| No log | 7.5909 | 334 | 1.0988 | 0.5954 | 1.0988 | 1.0482 |
| No log | 7.6364 | 336 | 1.1910 | 0.5672 | 1.1910 | 1.0913 |
| No log | 7.6818 | 338 | 1.3496 | 0.4818 | 1.3496 | 1.1617 |
| No log | 7.7273 | 340 | 1.3331 | 0.4741 | 1.3331 | 1.1546 |
| No log | 7.7727 | 342 | 1.2295 | 0.5522 | 1.2295 | 1.1088 |
| No log | 7.8182 | 344 | 1.0961 | 0.5692 | 1.0961 | 1.0469 |
| No log | 7.8636 | 346 | 1.1586 | 0.5496 | 1.1586 | 1.0764 |
| No log | 7.9091 | 348 | 1.2246 | 0.5075 | 1.2246 | 1.1066 |
| No log | 7.9545 | 350 | 1.2411 | 0.5075 | 1.2411 | 1.1141 |
| No log | 8.0 | 352 | 1.1117 | 0.5496 | 1.1117 | 1.0543 |
| No log | 8.0455 | 354 | 1.1081 | 0.5538 | 1.1081 | 1.0527 |
| No log | 8.0909 | 356 | 1.2005 | 0.5263 | 1.2005 | 1.0957 |
| No log | 8.1364 | 358 | 1.3505 | 0.4672 | 1.3505 | 1.1621 |
| No log | 8.1818 | 360 | 1.4253 | 0.4638 | 1.4253 | 1.1939 |
| No log | 8.2273 | 362 | 1.3836 | 0.4672 | 1.3836 | 1.1763 |
| No log | 8.2727 | 364 | 1.4615 | 0.4380 | 1.4615 | 1.2089 |
| No log | 8.3182 | 366 | 1.3831 | 0.4593 | 1.3831 | 1.1760 |
| No log | 8.3636 | 368 | 1.2943 | 0.5455 | 1.2943 | 1.1377 |
| No log | 8.4091 | 370 | 1.3735 | 0.5 | 1.3735 | 1.1720 |
| No log | 8.4545 | 372 | 1.5407 | 0.4429 | 1.5407 | 1.2413 |
| No log | 8.5 | 374 | 1.5691 | 0.4429 | 1.5691 | 1.2526 |
| No log | 8.5455 | 376 | 1.4768 | 0.4604 | 1.4768 | 1.2152 |
| No log | 8.5909 | 378 | 1.2264 | 0.5263 | 1.2264 | 1.1074 |
| No log | 8.6364 | 380 | 1.1260 | 0.5496 | 1.1260 | 1.0611 |
| No log | 8.6818 | 382 | 1.1682 | 0.5496 | 1.1682 | 1.0808 |
| No log | 8.7273 | 384 | 1.2959 | 0.5037 | 1.2959 | 1.1384 |
| No log | 8.7727 | 386 | 1.2194 | 0.5496 | 1.2194 | 1.1043 |
| No log | 8.8182 | 388 | 1.0677 | 0.5538 | 1.0677 | 1.0333 |
| No log | 8.8636 | 390 | 1.0561 | 0.5538 | 1.0561 | 1.0277 |
| No log | 8.9091 | 392 | 1.2079 | 0.4964 | 1.2079 | 1.0990 |
| No log | 8.9545 | 394 | 1.2361 | 0.4964 | 1.2361 | 1.1118 |
| No log | 9.0 | 396 | 1.1104 | 0.5224 | 1.1104 | 1.0537 |
| No log | 9.0455 | 398 | 1.1186 | 0.5263 | 1.1186 | 1.0576 |
| No log | 9.0909 | 400 | 1.2669 | 0.5037 | 1.2669 | 1.1256 |
| No log | 9.1364 | 402 | 1.4014 | 0.4526 | 1.4014 | 1.1838 |
| No log | 9.1818 | 404 | 1.5258 | 0.4348 | 1.5258 | 1.2352 |
| No log | 9.2273 | 406 | 1.5515 | 0.4173 | 1.5515 | 1.2456 |
| No log | 9.2727 | 408 | 1.6698 | 0.4173 | 1.6698 | 1.2922 |
| No log | 9.3182 | 410 | 1.5513 | 0.4348 | 1.5513 | 1.2455 |
| No log | 9.3636 | 412 | 1.2525 | 0.5 | 1.2525 | 1.1191 |
| No log | 9.4091 | 414 | 1.1300 | 0.5152 | 1.1300 | 1.0630 |
| No log | 9.4545 | 416 | 1.0685 | 0.5426 | 1.0685 | 1.0337 |
| No log | 9.5 | 418 | 1.1984 | 0.5075 | 1.1984 | 1.0947 |
| No log | 9.5455 | 420 | 1.4780 | 0.4444 | 1.4780 | 1.2157 |
| No log | 9.5909 | 422 | 1.5949 | 0.4460 | 1.5949 | 1.2629 |
| No log | 9.6364 | 424 | 1.7578 | 0.4082 | 1.7578 | 1.3258 |
| No log | 9.6818 | 426 | 1.7227 | 0.3741 | 1.7227 | 1.3125 |
| No log | 9.7273 | 428 | 1.5049 | 0.4526 | 1.5049 | 1.2267 |
| No log | 9.7727 | 430 | 1.2680 | 0.4964 | 1.2680 | 1.1261 |
| No log | 9.8182 | 432 | 1.1840 | 0.5191 | 1.1840 | 1.0881 |
| No log | 9.8636 | 434 | 1.2940 | 0.5263 | 1.2940 | 1.1375 |
| No log | 9.9091 | 436 | 1.5008 | 0.4444 | 1.5008 | 1.2251 |
| No log | 9.9545 | 438 | 1.6867 | 0.3650 | 1.6867 | 1.2987 |
| No log | 10.0 | 440 | 1.6766 | 0.3478 | 1.6766 | 1.2948 |
| No log | 10.0455 | 442 | 1.5525 | 0.4088 | 1.5525 | 1.2460 |
| No log | 10.0909 | 444 | 1.3339 | 0.4733 | 1.3339 | 1.1550 |
| No log | 10.1364 | 446 | 1.1975 | 0.5238 | 1.1975 | 1.0943 |
| No log | 10.1818 | 448 | 1.1689 | 0.5303 | 1.1689 | 1.0811 |
| No log | 10.2273 | 450 | 1.2791 | 0.5037 | 1.2791 | 1.1310 |
| No log | 10.2727 | 452 | 1.4066 | 0.4638 | 1.4066 | 1.1860 |
| No log | 10.3182 | 454 | 1.4820 | 0.4286 | 1.4820 | 1.2174 |
| No log | 10.3636 | 456 | 1.4406 | 0.4317 | 1.4406 | 1.2003 |
| No log | 10.4091 | 458 | 1.4986 | 0.4286 | 1.4986 | 1.2242 |
| No log | 10.4545 | 460 | 1.4445 | 0.4672 | 1.4445 | 1.2019 |
| No log | 10.5 | 462 | 1.4519 | 0.4672 | 1.4519 | 1.2050 |
| No log | 10.5455 | 464 | 1.4882 | 0.4412 | 1.4882 | 1.2199 |
| No log | 10.5909 | 466 | 1.5383 | 0.4148 | 1.5383 | 1.2403 |
| No log | 10.6364 | 468 | 1.4952 | 0.4148 | 1.4952 | 1.2228 |
| No log | 10.6818 | 470 | 1.4475 | 0.4148 | 1.4475 | 1.2031 |
| No log | 10.7273 | 472 | 1.3940 | 0.4412 | 1.3940 | 1.1807 |
| No log | 10.7727 | 474 | 1.2552 | 0.5 | 1.2552 | 1.1204 |
| No log | 10.8182 | 476 | 1.3052 | 0.4741 | 1.3052 | 1.1425 |
| No log | 10.8636 | 478 | 1.4121 | 0.4478 | 1.4121 | 1.1883 |
| No log | 10.9091 | 480 | 1.5323 | 0.3942 | 1.5323 | 1.2379 |
| No log | 10.9545 | 482 | 1.6502 | 0.3333 | 1.6502 | 1.2846 |
| No log | 11.0 | 484 | 1.6098 | 0.3971 | 1.6098 | 1.2688 |
| No log | 11.0455 | 486 | 1.5416 | 0.3942 | 1.5416 | 1.2416 |
| No log | 11.0909 | 488 | 1.4701 | 0.4526 | 1.4701 | 1.2125 |
| No log | 11.1364 | 490 | 1.3316 | 0.4818 | 1.3316 | 1.1539 |
| No log | 11.1818 | 492 | 1.2252 | 0.5 | 1.2252 | 1.1069 |
| No log | 11.2273 | 494 | 1.1799 | 0.5185 | 1.1799 | 1.0862 |
| No log | 11.2727 | 496 | 1.1147 | 0.5496 | 1.1147 | 1.0558 |
| No log | 11.3182 | 498 | 1.2805 | 0.5147 | 1.2805 | 1.1316 |
| 0.4602 | 11.3636 | 500 | 1.4922 | 0.4526 | 1.4922 | 1.2216 |
| 0.4602 | 11.4091 | 502 | 1.6525 | 0.4173 | 1.6525 | 1.2855 |
| 0.4602 | 11.4545 | 504 | 1.6714 | 0.4173 | 1.6714 | 1.2928 |
| 0.4602 | 11.5 | 506 | 1.6072 | 0.4348 | 1.6072 | 1.2677 |
| 0.4602 | 11.5455 | 508 | 1.5214 | 0.4526 | 1.5214 | 1.2334 |
| 0.4602 | 11.5909 | 510 | 1.4290 | 0.4964 | 1.4290 | 1.1954 |
| 0.4602 | 11.6364 | 512 | 1.4064 | 0.4964 | 1.4064 | 1.1859 |
| 0.4602 | 11.6818 | 514 | 1.3716 | 0.5333 | 1.3716 | 1.1712 |
| 0.4602 | 11.7273 | 516 | 1.3072 | 0.5333 | 1.3072 | 1.1433 |
| 0.4602 | 11.7727 | 518 | 1.1966 | 0.5333 | 1.1966 | 1.0939 |
| 0.4602 | 11.8182 | 520 | 1.2494 | 0.5333 | 1.2494 | 1.1178 |
| 0.4602 | 11.8636 | 522 | 1.3235 | 0.4627 | 1.3235 | 1.1504 |
| 0.4602 | 11.9091 | 524 | 1.2376 | 0.5414 | 1.2376 | 1.1125 |
| 0.4602 | 11.9545 | 526 | 1.1217 | 0.5496 | 1.1217 | 1.0591 |
| 0.4602 | 12.0 | 528 | 1.0785 | 0.5496 | 1.0785 | 1.0385 |
| 0.4602 | 12.0455 | 530 | 1.2088 | 0.5185 | 1.2088 | 1.0994 |
| 0.4602 | 12.0909 | 532 | 1.3944 | 0.4925 | 1.3944 | 1.1809 |
| 0.4602 | 12.1364 | 534 | 1.6273 | 0.3913 | 1.6273 | 1.2757 |
| 0.4602 | 12.1818 | 536 | 1.6488 | 0.3913 | 1.6488 | 1.2841 |
| 0.4602 | 12.2273 | 538 | 1.4691 | 0.4296 | 1.4691 | 1.2121 |
| 0.4602 | 12.2727 | 540 | 1.2082 | 0.5263 | 1.2082 | 1.0992 |
| 0.4602 | 12.3182 | 542 | 1.0333 | 0.5669 | 1.0333 | 1.0165 |
| 0.4602 | 12.3636 | 544 | 0.9928 | 0.5556 | 0.9928 | 0.9964 |
| 0.4602 | 12.4091 | 546 | 1.0485 | 0.5625 | 1.0485 | 1.0240 |
| 0.4602 | 12.4545 | 548 | 1.2277 | 0.5496 | 1.2277 | 1.1080 |
| 0.4602 | 12.5 | 550 | 1.4599 | 0.4478 | 1.4599 | 1.2083 |
| 0.4602 | 12.5455 | 552 | 1.5090 | 0.4265 | 1.5090 | 1.2284 |
| 0.4602 | 12.5909 | 554 | 1.3980 | 0.4662 | 1.3980 | 1.1824 |
| 0.4602 | 12.6364 | 556 | 1.1942 | 0.5455 | 1.1942 | 1.0928 |
| 0.4602 | 12.6818 | 558 | 1.1287 | 0.5538 | 1.1287 | 1.0624 |
| 0.4602 | 12.7273 | 560 | 1.1767 | 0.5455 | 1.1767 | 1.0848 |
| 0.4602 | 12.7727 | 562 | 1.3116 | 0.5152 | 1.3116 | 1.1453 |
| 0.4602 | 12.8182 | 564 | 1.4840 | 0.4179 | 1.4840 | 1.2182 |
| 0.4602 | 12.8636 | 566 | 1.4890 | 0.4583 | 1.4890 | 1.2203 |
| 0.4602 | 12.9091 | 568 | 1.3141 | 0.4925 | 1.3141 | 1.1463 |
| 0.4602 | 12.9545 | 570 | 1.1566 | 0.5455 | 1.1566 | 1.0754 |
| 0.4602 | 13.0 | 572 | 1.1216 | 0.5455 | 1.1216 | 1.0591 |
| 0.4602 | 13.0455 | 574 | 1.2030 | 0.5185 | 1.2030 | 1.0968 |
| 0.4602 | 13.0909 | 576 | 1.3855 | 0.5034 | 1.3855 | 1.1771 |
| 0.4602 | 13.1364 | 578 | 1.5575 | 0.4459 | 1.5575 | 1.2480 |
| 0.4602 | 13.1818 | 580 | 1.5185 | 0.4 | 1.5185 | 1.2323 |
| 0.4602 | 13.2273 | 582 | 1.3241 | 0.4776 | 1.3241 | 1.1507 |
| 0.4602 | 13.2727 | 584 | 1.2202 | 0.5455 | 1.2202 | 1.1046 |
| 0.4602 | 13.3182 | 586 | 1.2177 | 0.5037 | 1.2177 | 1.1035 |
| 0.4602 | 13.3636 | 588 | 1.2160 | 0.5 | 1.2160 | 1.1027 |
| 0.4602 | 13.4091 | 590 | 1.2249 | 0.5185 | 1.2249 | 1.1068 |
| 0.4602 | 13.4545 | 592 | 1.2945 | 0.4741 | 1.2945 | 1.1378 |
| 0.4602 | 13.5 | 594 | 1.3953 | 0.4296 | 1.3953 | 1.1812 |
| 0.4602 | 13.5455 | 596 | 1.3413 | 0.4559 | 1.3413 | 1.1581 |
| 0.4602 | 13.5909 | 598 | 1.2740 | 0.5152 | 1.2740 | 1.1287 |
| 0.4602 | 13.6364 | 600 | 1.1979 | 0.5455 | 1.1979 | 1.0945 |
| 0.4602 | 13.6818 | 602 | 1.2393 | 0.5414 | 1.2393 | 1.1132 |
| 0.4602 | 13.7273 | 604 | 1.2950 | 0.4776 | 1.2950 | 1.1380 |
| 0.4602 | 13.7727 | 606 | 1.3217 | 0.4593 | 1.3217 | 1.1497 |
| 0.4602 | 13.8182 | 608 | 1.3948 | 0.4203 | 1.3948 | 1.1810 |
| 0.4602 | 13.8636 | 610 | 1.3677 | 0.4203 | 1.3677 | 1.1695 |
| 0.4602 | 13.9091 | 612 | 1.2777 | 0.5037 | 1.2777 | 1.1303 |
| 0.4602 | 13.9545 | 614 | 1.1799 | 0.5414 | 1.1799 | 1.0862 |
| 0.4602 | 14.0 | 616 | 1.1499 | 0.5414 | 1.1499 | 1.0723 |
| 0.4602 | 14.0455 | 618 | 1.2653 | 0.5 | 1.2653 | 1.1249 |
| 0.4602 | 14.0909 | 620 | 1.5045 | 0.3913 | 1.5045 | 1.2266 |
| 0.4602 | 14.1364 | 622 | 1.5898 | 0.3913 | 1.5898 | 1.2609 |
| 0.4602 | 14.1818 | 624 | 1.6002 | 0.3913 | 1.6002 | 1.2650 |
| 0.4602 | 14.2273 | 626 | 1.4706 | 0.4265 | 1.4706 | 1.2127 |
| 0.4602 | 14.2727 | 628 | 1.2404 | 0.4925 | 1.2404 | 1.1137 |
| 0.4602 | 14.3182 | 630 | 1.1530 | 0.5271 | 1.1530 | 1.0738 |
| 0.4602 | 14.3636 | 632 | 1.1235 | 0.5469 | 1.1235 | 1.0600 |
| 0.4602 | 14.4091 | 634 | 1.2018 | 0.5185 | 1.2018 | 1.0963 |
| 0.4602 | 14.4545 | 636 | 1.3379 | 0.4706 | 1.3379 | 1.1567 |
| 0.4602 | 14.5 | 638 | 1.5341 | 0.4088 | 1.5341 | 1.2386 |
| 0.4602 | 14.5455 | 640 | 1.6165 | 0.3650 | 1.6165 | 1.2714 |
| 0.4602 | 14.5909 | 642 | 1.5255 | 0.4265 | 1.5255 | 1.2351 |
| 0.4602 | 14.6364 | 644 | 1.3424 | 0.4706 | 1.3424 | 1.1586 |
| 0.4602 | 14.6818 | 646 | 1.2154 | 0.5113 | 1.2154 | 1.1024 |
| 0.4602 | 14.7273 | 648 | 1.2229 | 0.5113 | 1.2229 | 1.1058 |
| 0.4602 | 14.7727 | 650 | 1.2991 | 0.4593 | 1.2991 | 1.1398 |
| 0.4602 | 14.8182 | 652 | 1.3130 | 0.4593 | 1.3130 | 1.1458 |
| 0.4602 | 14.8636 | 654 | 1.4141 | 0.4706 | 1.4141 | 1.1892 |
| 0.4602 | 14.9091 | 656 | 1.3828 | 0.4964 | 1.3828 | 1.1759 |
| 0.4602 | 14.9545 | 658 | 1.2957 | 0.4853 | 1.2957 | 1.1383 |
| 0.4602 | 15.0 | 660 | 1.3024 | 0.5037 | 1.3024 | 1.1412 |
| 0.4602 | 15.0455 | 662 | 1.3478 | 0.4593 | 1.3478 | 1.1610 |
| 0.4602 | 15.0909 | 664 | 1.4511 | 0.4444 | 1.4511 | 1.2046 |
| 0.4602 | 15.1364 | 666 | 1.4512 | 0.4444 | 1.4512 | 1.2046 |
| 0.4602 | 15.1818 | 668 | 1.3412 | 0.4511 | 1.3412 | 1.1581 |
| 0.4602 | 15.2273 | 670 | 1.2393 | 0.5344 | 1.2393 | 1.1132 |
| 0.4602 | 15.2727 | 672 | 1.1483 | 0.5385 | 1.1483 | 1.0716 |
| 0.4602 | 15.3182 | 674 | 1.1338 | 0.5385 | 1.1338 | 1.0648 |
| 0.4602 | 15.3636 | 676 | 1.2197 | 0.5113 | 1.2197 | 1.1044 |
| 0.4602 | 15.4091 | 678 | 1.3924 | 0.4444 | 1.3924 | 1.1800 |
| 0.4602 | 15.4545 | 680 | 1.5420 | 0.4088 | 1.5420 | 1.2418 |
| 0.4602 | 15.5 | 682 | 1.6539 | 0.3913 | 1.6539 | 1.2860 |
| 0.4602 | 15.5455 | 684 | 1.5401 | 0.4088 | 1.5401 | 1.2410 |
| 0.4602 | 15.5909 | 686 | 1.3419 | 0.4580 | 1.3419 | 1.1584 |
| 0.4602 | 15.6364 | 688 | 1.2665 | 0.4580 | 1.2665 | 1.1254 |
| 0.4602 | 15.6818 | 690 | 1.2439 | 0.5113 | 1.2439 | 1.1153 |
| 0.4602 | 15.7273 | 692 | 1.2892 | 0.4662 | 1.2892 | 1.1354 |
| 0.4602 | 15.7727 | 694 | 1.4165 | 0.4088 | 1.4165 | 1.1902 |
| 0.4602 | 15.8182 | 696 | 1.4751 | 0.4088 | 1.4751 | 1.2145 |
| 0.4602 | 15.8636 | 698 | 1.4804 | 0.4088 | 1.4804 | 1.2167 |
| 0.4602 | 15.9091 | 700 | 1.3750 | 0.4706 | 1.3750 | 1.1726 |
| 0.4602 | 15.9545 | 702 | 1.2864 | 0.5185 | 1.2864 | 1.1342 |
| 0.4602 | 16.0 | 704 | 1.1806 | 0.5414 | 1.1806 | 1.0865 |
| 0.4602 | 16.0455 | 706 | 1.1405 | 0.5496 | 1.1405 | 1.0679 |
| 0.4602 | 16.0909 | 708 | 1.2014 | 0.5414 | 1.2014 | 1.0961 |
| 0.4602 | 16.1364 | 710 | 1.3295 | 0.5 | 1.3295 | 1.1531 |
| 0.4602 | 16.1818 | 712 | 1.3401 | 0.4818 | 1.3401 | 1.1576 |
| 0.4602 | 16.2273 | 714 | 1.2294 | 0.5414 | 1.2294 | 1.1088 |
| 0.4602 | 16.2727 | 716 | 1.1045 | 0.5625 | 1.1045 | 1.0510 |
| 0.4602 | 16.3182 | 718 | 1.0424 | 0.5781 | 1.0424 | 1.0210 |
| 0.4602 | 16.3636 | 720 | 1.0422 | 0.5891 | 1.0422 | 1.0209 |
| 0.4602 | 16.4091 | 722 | 1.0952 | 0.5414 | 1.0952 | 1.0465 |
| 0.4602 | 16.4545 | 724 | 1.1670 | 0.5185 | 1.1670 | 1.0803 |
| 0.4602 | 16.5 | 726 | 1.3209 | 0.5 | 1.3209 | 1.1493 |
| 0.4602 | 16.5455 | 728 | 1.4043 | 0.4478 | 1.4043 | 1.1850 |
| 0.4602 | 16.5909 | 730 | 1.3775 | 0.4741 | 1.3775 | 1.1737 |
| 0.4602 | 16.6364 | 732 | 1.4123 | 0.4741 | 1.4123 | 1.1884 |
| 0.4602 | 16.6818 | 734 | 1.3767 | 0.4741 | 1.3767 | 1.1733 |
| 0.4602 | 16.7273 | 736 | 1.2918 | 0.5185 | 1.2918 | 1.1366 |
| 0.4602 | 16.7727 | 738 | 1.3037 | 0.5185 | 1.3037 | 1.1418 |
| 0.4602 | 16.8182 | 740 | 1.3831 | 0.4526 | 1.3831 | 1.1760 |
| 0.4602 | 16.8636 | 742 | 1.3860 | 0.4526 | 1.3860 | 1.1773 |
| 0.4602 | 16.9091 | 744 | 1.3769 | 0.4783 | 1.3769 | 1.1734 |
| 0.4602 | 16.9545 | 746 | 1.3050 | 0.5 | 1.3050 | 1.1424 |
| 0.4602 | 17.0 | 748 | 1.3654 | 0.4783 | 1.3654 | 1.1685 |
| 0.4602 | 17.0455 | 750 | 1.4915 | 0.4348 | 1.4915 | 1.2213 |
| 0.4602 | 17.0909 | 752 | 1.5597 | 0.4088 | 1.5597 | 1.2489 |
| 0.4602 | 17.1364 | 754 | 1.5218 | 0.4088 | 1.5218 | 1.2336 |
| 0.4602 | 17.1818 | 756 | 1.3829 | 0.4741 | 1.3829 | 1.1760 |
| 0.4602 | 17.2273 | 758 | 1.2488 | 0.5224 | 1.2488 | 1.1175 |
| 0.4602 | 17.2727 | 760 | 1.1304 | 0.5538 | 1.1304 | 1.0632 |
| 0.4602 | 17.3182 | 762 | 1.1020 | 0.5538 | 1.1020 | 1.0498 |
| 0.4602 | 17.3636 | 764 | 1.2109 | 0.5224 | 1.2109 | 1.1004 |
| 0.4602 | 17.4091 | 766 | 1.4596 | 0.4088 | 1.4596 | 1.2081 |
| 0.4602 | 17.4545 | 768 | 1.8068 | 0.2714 | 1.8068 | 1.3442 |
| 0.4602 | 17.5 | 770 | 2.0097 | 0.2238 | 2.0097 | 1.4176 |
| 0.4602 | 17.5455 | 772 | 2.0017 | 0.2238 | 2.0017 | 1.4148 |
| 0.4602 | 17.5909 | 774 | 1.8017 | 0.3022 | 1.8017 | 1.3423 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|