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arabert_augmented_with_original_k40_organization_task3_fold0

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arabert_augmented_with_original_k40_organization_task3_fold0

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8353
  • Qwk: 0.0610
  • Mse: 0.8353
  • Rmse: 0.9139

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: 10

Training results

Training Loss Epoch Step Validation Loss Qwk Mse Rmse
No log 0.0105 2 3.4609 -0.0034 3.4609 1.8604
No log 0.0209 4 2.6622 -0.0034 2.6622 1.6316
No log 0.0314 6 2.1990 -0.0815 2.1990 1.4829
No log 0.0419 8 2.2993 0.0323 2.2993 1.5164
No log 0.0524 10 2.4352 0.0323 2.4352 1.5605
No log 0.0628 12 2.4665 0.0338 2.4665 1.5705
No log 0.0733 14 1.7278 -0.1516 1.7278 1.3145
No log 0.0838 16 2.0452 -0.1518 2.0452 1.4301
No log 0.0942 18 2.1183 -0.0221 2.1183 1.4555
No log 0.1047 20 1.9310 -0.1987 1.9310 1.3896
No log 0.1152 22 1.7412 0.0 1.7412 1.3195
No log 0.1257 24 1.5218 0.0 1.5218 1.2336
No log 0.1361 26 1.5309 0.0 1.5309 1.2373
No log 0.1466 28 1.4934 0.0 1.4934 1.2220
No log 0.1571 30 1.3503 0.0 1.3503 1.1620
No log 0.1675 32 1.2974 0.0 1.2974 1.1390
No log 0.1780 34 1.1939 0.0 1.1939 1.0927
No log 0.1885 36 1.1993 0.0 1.1993 1.0951
No log 0.1990 38 1.4344 0.0 1.4344 1.1977
No log 0.2094 40 2.0004 0.0739 2.0004 1.4143
No log 0.2199 42 1.8580 0.0785 1.8580 1.3631
No log 0.2304 44 1.4905 0.0 1.4905 1.2209
No log 0.2408 46 1.1053 0.0 1.1053 1.0513
No log 0.2513 48 0.9943 0.0 0.9943 0.9971
No log 0.2618 50 1.0435 0.0 1.0435 1.0215
No log 0.2723 52 0.9385 0.0 0.9385 0.9688
No log 0.2827 54 0.9482 0.0 0.9482 0.9738
No log 0.2932 56 0.9146 0.0 0.9146 0.9563
No log 0.3037 58 0.9302 0.0 0.9302 0.9645
No log 0.3141 60 1.0248 0.0 1.0248 1.0123
No log 0.3246 62 0.9136 0.0 0.9136 0.9558
No log 0.3351 64 0.9964 0.0873 0.9964 0.9982
No log 0.3455 66 1.0760 0.0873 1.0760 1.0373
No log 0.3560 68 0.9813 0.0 0.9813 0.9906
No log 0.3665 70 1.1567 0.1538 1.1567 1.0755
No log 0.3770 72 1.8126 0.0240 1.8126 1.3463
No log 0.3874 74 1.9707 -0.0115 1.9707 1.4038
No log 0.3979 76 1.6740 0.0173 1.6740 1.2938
No log 0.4084 78 1.2999 0.0 1.2999 1.1401
No log 0.4188 80 1.0303 0.0 1.0303 1.0151
No log 0.4293 82 0.9291 0.0 0.9291 0.9639
No log 0.4398 84 0.9041 0.0 0.9041 0.9508
No log 0.4503 86 1.1178 0.0 1.1178 1.0572
No log 0.4607 88 1.1333 0.0 1.1333 1.0646
No log 0.4712 90 0.9160 0.0 0.9160 0.9571
No log 0.4817 92 0.9293 0.0 0.9293 0.9640
No log 0.4921 94 1.1811 0.0 1.1811 1.0868
No log 0.5026 96 1.1271 0.0 1.1271 1.0616
No log 0.5131 98 1.0200 0.0 1.0200 1.0099
No log 0.5236 100 1.0765 0.0 1.0765 1.0376
No log 0.5340 102 1.0391 0.0 1.0391 1.0193
No log 0.5445 104 0.9544 0.0 0.9544 0.9769
No log 0.5550 106 0.8502 0.0 0.8502 0.9221
No log 0.5654 108 0.8461 0.0 0.8461 0.9199
No log 0.5759 110 0.8457 -0.1048 0.8457 0.9196
No log 0.5864 112 0.9378 0.0 0.9378 0.9684
No log 0.5969 114 1.0891 0.0 1.0891 1.0436
No log 0.6073 116 1.3004 0.0 1.3004 1.1404
No log 0.6178 118 1.4492 0.0 1.4492 1.2038
No log 0.6283 120 1.4787 0.0072 1.4787 1.2160
No log 0.6387 122 1.9264 0.0767 1.9264 1.3879
No log 0.6492 124 1.9413 0.0767 1.9413 1.3933
No log 0.6597 126 1.6762 0.0072 1.6762 1.2947
No log 0.6702 128 1.7664 0.0 1.7664 1.3291
No log 0.6806 130 1.9936 -0.1343 1.9936 1.4119
No log 0.6911 132 2.0310 -0.1343 2.0310 1.4251
No log 0.7016 134 1.7772 0.0 1.7772 1.3331
No log 0.7120 136 1.4764 0.0 1.4764 1.2151
No log 0.7225 138 1.2794 0.0 1.2794 1.1311
No log 0.7330 140 1.1525 0.0 1.1525 1.0735
No log 0.7435 142 0.9603 0.0 0.9603 0.9799
No log 0.7539 144 0.8580 -0.1204 0.8580 0.9263
No log 0.7644 146 0.8510 -0.1379 0.8510 0.9225
No log 0.7749 148 0.8250 0.0435 0.8250 0.9083
No log 0.7853 150 0.8225 -0.0296 0.8225 0.9069
No log 0.7958 152 1.0622 0.0833 1.0622 1.0306
No log 0.8063 154 1.3517 0.1538 1.3517 1.1626
No log 0.8168 156 1.1982 0.0833 1.1982 1.0946
No log 0.8272 158 0.8103 0.1895 0.8103 0.9002
No log 0.8377 160 0.8188 0.2080 0.8188 0.9049
No log 0.8482 162 0.8278 0.0179 0.8278 0.9098
No log 0.8586 164 0.8052 0.2080 0.8052 0.8973
No log 0.8691 166 0.8413 0.1921 0.8413 0.9172
No log 0.8796 168 0.9135 -0.0296 0.9135 0.9558
No log 0.8901 170 0.9977 0.0833 0.9977 0.9989
No log 0.9005 172 1.0353 0.0833 1.0353 1.0175
No log 0.9110 174 0.9962 -0.0087 0.9962 0.9981
No log 0.9215 176 0.8848 -0.1379 0.8848 0.9406
No log 0.9319 178 0.8412 -0.1204 0.8412 0.9172
No log 0.9424 180 0.8278 -0.0296 0.8278 0.9098
No log 0.9529 182 0.8063 0.0678 0.8063 0.8979
No log 0.9634 184 0.7791 -0.0421 0.7791 0.8827
No log 0.9738 186 0.8012 0.0678 0.8012 0.8951
No log 0.9843 188 0.7968 0.0788 0.7968 0.8927
No log 0.9948 190 0.9009 0.0 0.9009 0.9491
No log 1.0052 192 1.3729 -0.0577 1.3729 1.1717
No log 1.0157 194 1.7780 0.0209 1.7780 1.3334
No log 1.0262 196 1.9312 0.0767 1.9312 1.3897
No log 1.0366 198 1.7740 0.0209 1.7740 1.3319
No log 1.0471 200 1.5464 0.0 1.5464 1.2435
No log 1.0576 202 1.2892 0.0 1.2892 1.1354
No log 1.0681 204 1.1214 0.0 1.1214 1.0590
No log 1.0785 206 0.9927 0.0 0.9927 0.9964
No log 1.0890 208 0.9948 0.0 0.9948 0.9974
No log 1.0995 210 1.1209 0.0 1.1209 1.0587
No log 1.1099 212 1.2858 0.0 1.2858 1.1339
No log 1.1204 214 1.2542 -0.0087 1.2542 1.1199
No log 1.1309 216 1.0442 -0.0087 1.0442 1.0219
No log 1.1414 218 0.9529 -0.0185 0.9529 0.9762
No log 1.1518 220 0.9308 -0.0185 0.9308 0.9648
No log 1.1623 222 0.9152 -0.1379 0.9152 0.9566
No log 1.1728 224 0.9457 -0.1579 0.9457 0.9725
No log 1.1832 226 1.0403 -0.0087 1.0403 1.0200
No log 1.1937 228 1.0614 -0.0087 1.0614 1.0302
No log 1.2042 230 1.0324 0.0 1.0324 1.0161
No log 1.2147 232 0.9623 -0.0087 0.9623 0.9810
No log 1.2251 234 0.9533 0.0 0.9533 0.9764
No log 1.2356 236 0.9161 -0.0087 0.9161 0.9571
No log 1.2461 238 0.8990 0.0788 0.8990 0.9481
No log 1.2565 240 0.8621 -0.0421 0.8621 0.9285
No log 1.2670 242 0.8626 -0.0421 0.8626 0.9288
No log 1.2775 244 0.8430 0.0610 0.8430 0.9182
No log 1.2880 246 0.8250 0.3053 0.8250 0.9083
No log 1.2984 248 0.8740 0.0873 0.8740 0.9349
No log 1.3089 250 1.0968 0.0873 1.0968 1.0473
No log 1.3194 252 0.9855 0.0873 0.9855 0.9927
No log 1.3298 254 0.7828 0.1921 0.7828 0.8848
No log 1.3403 256 0.7756 0.1987 0.7756 0.8807
No log 1.3508 258 0.7750 0.0610 0.7750 0.8803
No log 1.3613 260 0.8609 0.0873 0.8609 0.9278
No log 1.3717 262 0.9738 0.0873 0.9738 0.9868
No log 1.3822 264 0.9517 0.0873 0.9517 0.9756
No log 1.3927 266 0.9180 0.0873 0.9180 0.9581
No log 1.4031 268 0.8961 0.0873 0.8961 0.9466
No log 1.4136 270 0.8154 0.0833 0.8154 0.9030
No log 1.4241 272 0.8062 0.2029 0.8062 0.8979
No log 1.4346 274 0.8123 0.0435 0.8123 0.9013
No log 1.4450 276 0.8014 0.0530 0.8014 0.8952
No log 1.4555 278 0.8155 -0.0421 0.8155 0.9030
No log 1.4660 280 0.9291 0.0873 0.9291 0.9639
No log 1.4764 282 0.9927 0.0 0.9927 0.9963
No log 1.4869 284 1.0046 0.0 1.0046 1.0023
No log 1.4974 286 0.9464 0.0 0.9464 0.9728
No log 1.5079 288 0.9299 0.0873 0.9299 0.9643
No log 1.5183 290 0.9328 0.0873 0.9328 0.9658
No log 1.5288 292 0.9617 0.0873 0.9617 0.9807
No log 1.5393 294 0.9321 0.0873 0.9321 0.9655
No log 1.5497 296 0.9001 -0.0421 0.9001 0.9487
No log 1.5602 298 0.9190 -0.2737 0.9190 0.9587
No log 1.5707 300 0.9348 -0.0732 0.9348 0.9669
No log 1.5812 302 0.9358 -0.3051 0.9358 0.9674
No log 1.5916 304 0.9751 -0.3051 0.9751 0.9875
No log 1.6021 306 0.9899 -0.0732 0.9899 0.9949
No log 1.6126 308 0.9921 -0.0732 0.9921 0.9960
No log 1.6230 310 1.0142 0.1921 1.0142 1.0071
No log 1.6335 312 0.9319 0.0610 0.9319 0.9654
No log 1.6440 314 0.9090 0.0788 0.9090 0.9534
No log 1.6545 316 0.8851 0.0788 0.8851 0.9408
No log 1.6649 318 0.8824 0.0788 0.8824 0.9394
No log 1.6754 320 0.8832 0.0788 0.8832 0.9398
No log 1.6859 322 0.9844 0.0873 0.9844 0.9922
No log 1.6963 324 1.0020 0.0 1.0020 1.0010
No log 1.7068 326 0.8972 0.0 0.8972 0.9472
No log 1.7173 328 0.8776 -0.0087 0.8776 0.9368
No log 1.7277 330 0.8678 -0.0087 0.8678 0.9316
No log 1.7382 332 0.8735 -0.0087 0.8735 0.9346
No log 1.7487 334 0.9338 0.0 0.9338 0.9663
No log 1.7592 336 1.0451 0.0 1.0451 1.0223
No log 1.7696 338 1.1579 0.0 1.1579 1.0761
No log 1.7801 340 1.1614 0.0 1.1614 1.0777
No log 1.7906 342 1.0490 0.0 1.0490 1.0242
No log 1.8010 344 0.9148 -0.0087 0.9148 0.9565
No log 1.8115 346 0.8427 -0.1379 0.8427 0.9180
No log 1.8220 348 0.8578 0.0435 0.8578 0.9262
No log 1.8325 350 0.8604 -0.0732 0.8604 0.9276
No log 1.8429 352 0.8877 0.0435 0.8877 0.9422
No log 1.8534 354 0.8983 -0.0732 0.8983 0.9478
No log 1.8639 356 0.9528 -0.2754 0.9528 0.9761
No log 1.8743 358 1.0105 -0.1786 1.0105 1.0052
No log 1.8848 360 1.0119 -0.0927 1.0119 1.0059
No log 1.8953 362 0.9738 -0.0732 0.9738 0.9868
No log 1.9058 364 0.9813 0.1921 0.9813 0.9906
No log 1.9162 366 0.9231 0.0530 0.9231 0.9608
No log 1.9267 368 0.8660 -0.1440 0.8660 0.9306
No log 1.9372 370 0.8217 0.0 0.8217 0.9065
No log 1.9476 372 0.8063 0.2143 0.8063 0.8979
No log 1.9581 374 0.8261 -0.0565 0.8261 0.9089
No log 1.9686 376 0.9834 0.0833 0.9834 0.9917
No log 1.9791 378 1.2009 0.0797 1.2009 1.0959
No log 1.9895 380 1.2386 0.0797 1.2386 1.1129
No log 2.0 382 1.0974 0.0833 1.0974 1.0476
No log 2.0105 384 0.9145 0.0833 0.9145 0.9563
No log 2.0209 386 0.8418 0.0788 0.8418 0.9175
No log 2.0314 388 0.8075 0.0788 0.8075 0.8986
No log 2.0419 390 0.8237 0.0833 0.8237 0.9076
No log 2.0524 392 0.8492 0.0833 0.8492 0.9215
No log 2.0628 394 0.9305 0.0 0.9305 0.9646
No log 2.0733 396 0.9669 0.0 0.9669 0.9833
No log 2.0838 398 0.9818 0.0 0.9818 0.9908
No log 2.0942 400 0.9308 0.0 0.9308 0.9648
No log 2.1047 402 0.8636 0.0 0.8636 0.9293
No log 2.1152 404 0.8092 0.0737 0.8092 0.8996
No log 2.1257 406 0.7908 0.0610 0.7908 0.8893
No log 2.1361 408 0.7869 0.2080 0.7869 0.8870
No log 2.1466 410 0.7814 0.0 0.7814 0.8839
No log 2.1571 412 0.7993 0.0179 0.7993 0.8940
No log 2.1675 414 0.8984 0.0530 0.8984 0.9478
No log 2.1780 416 1.0030 0.1951 1.0030 1.0015
No log 2.1885 418 0.9059 0.1951 0.9059 0.9518
No log 2.1990 420 0.7727 0.0179 0.7727 0.8790
No log 2.2094 422 0.7539 0.0 0.7539 0.8683
No log 2.2199 424 0.7352 0.0179 0.7352 0.8574
No log 2.2304 426 0.7416 0.1987 0.7416 0.8612
No log 2.2408 428 0.7877 0.0788 0.7877 0.8875
No log 2.2513 430 0.9005 -0.0087 0.9005 0.9489
No log 2.2618 432 0.8998 0.0 0.8998 0.9486
No log 2.2723 434 0.8695 0.0 0.8695 0.9324
No log 2.2827 436 0.8530 0.0 0.8530 0.9236
No log 2.2932 438 0.8060 0.0 0.8060 0.8977
No log 2.3037 440 0.7482 0.0788 0.7482 0.8650
No log 2.3141 442 0.7389 0.1987 0.7389 0.8596
No log 2.3246 444 0.7379 0.2080 0.7379 0.8590
No log 2.3351 446 0.7369 0.2080 0.7369 0.8584
No log 2.3455 448 0.7375 0.0435 0.7375 0.8588
No log 2.3560 450 0.7390 0.0435 0.7390 0.8597
No log 2.3665 452 0.7436 0.0435 0.7436 0.8623
No log 2.3770 454 0.7610 0.0435 0.7610 0.8724
No log 2.3874 456 0.7794 0.0530 0.7794 0.8828
No log 2.3979 458 0.7931 0.0435 0.7931 0.8905
No log 2.4084 460 0.8186 0.2080 0.8186 0.9048
No log 2.4188 462 0.8448 0.2080 0.8448 0.9191
No log 2.4293 464 0.8892 0.0179 0.8893 0.9430
No log 2.4398 466 0.8986 0.2080 0.8986 0.9479
No log 2.4503 468 0.9149 0.0435 0.9149 0.9565
No log 2.4607 470 0.9642 -0.1808 0.9642 0.9819
No log 2.4712 472 0.9320 -0.0421 0.9320 0.9654
No log 2.4817 474 0.8564 -0.2073 0.8564 0.9254
No log 2.4921 476 0.7939 0.0435 0.7939 0.8910
No log 2.5026 478 0.7650 0.2029 0.7650 0.8747
No log 2.5131 480 0.7503 0.2080 0.7503 0.8662
No log 2.5236 482 0.7630 0.0530 0.7630 0.8735
No log 2.5340 484 0.8160 -0.0565 0.8160 0.9033
No log 2.5445 486 0.7805 0.0530 0.7805 0.8835
No log 2.5550 488 0.7450 0.2080 0.7450 0.8631
No log 2.5654 490 0.7403 0.0179 0.7403 0.8604
No log 2.5759 492 0.7459 0.0179 0.7459 0.8636
No log 2.5864 494 0.7422 0.0179 0.7422 0.8615
No log 2.5969 496 0.7479 0.2080 0.7479 0.8648
No log 2.6073 498 0.7514 0.2080 0.7514 0.8669
0.6157 2.6178 500 0.7507 0.2080 0.7507 0.8665
0.6157 2.6283 502 0.7502 0.2080 0.7502 0.8661
0.6157 2.6387 504 0.7511 0.2080 0.7511 0.8666
0.6157 2.6492 506 0.7574 0.3623 0.7574 0.8703
0.6157 2.6597 508 0.7562 0.3623 0.7562 0.8696
0.6157 2.6702 510 0.7591 0.3623 0.7591 0.8713
0.6157 2.6806 512 0.7688 0.1951 0.7688 0.8768
0.6157 2.6911 514 0.8039 -0.0087 0.8039 0.8966
0.6157 2.7016 516 0.8666 0.0 0.8666 0.9309
0.6157 2.7120 518 0.8453 0.0 0.8453 0.9194
0.6157 2.7225 520 0.8386 -0.0087 0.8386 0.9158
0.6157 2.7330 522 0.7859 0.1987 0.7859 0.8865
0.6157 2.7435 524 0.7445 0.2080 0.7445 0.8628
0.6157 2.7539 526 0.7468 0.0179 0.7468 0.8642
0.6157 2.7644 528 0.7544 0.2080 0.7544 0.8685
0.6157 2.7749 530 0.8335 0.1921 0.8335 0.9130
0.6157 2.7853 532 0.9064 0.2956 0.9064 0.9520
0.6157 2.7958 534 0.8779 0.1921 0.8779 0.9370
0.6157 2.8063 536 0.8193 0.1987 0.8193 0.9051
0.6157 2.8168 538 0.7669 0.2080 0.7669 0.8757
0.6157 2.8272 540 0.7660 0.2080 0.7660 0.8752
0.6157 2.8377 542 0.7833 0.3623 0.7833 0.8851
0.6157 2.8482 544 0.7763 0.0435 0.7763 0.8811
0.6157 2.8586 546 0.7596 0.2080 0.7596 0.8716
0.6157 2.8691 548 0.7441 0.0179 0.7441 0.8626
0.6157 2.8796 550 0.7355 0.0179 0.7355 0.8576
0.6157 2.8901 552 0.7410 0.0179 0.7410 0.8608
0.6157 2.9005 554 0.7634 0.0179 0.7634 0.8737
0.6157 2.9110 556 0.7972 0.0179 0.7972 0.8929
0.6157 2.9215 558 0.8308 0.0179 0.8308 0.9115
0.6157 2.9319 560 0.8056 0.0179 0.8056 0.8975
0.6157 2.9424 562 0.7810 0.0435 0.7810 0.8838
0.6157 2.9529 564 0.7647 0.0435 0.7647 0.8744
0.6157 2.9634 566 0.7888 0.2080 0.7888 0.8881
0.6157 2.9738 568 0.7586 0.0435 0.7586 0.8710
0.6157 2.9843 570 0.7779 -0.0565 0.7779 0.8820
0.6157 2.9948 572 0.7969 0.0788 0.7969 0.8927
0.6157 3.0052 574 0.8271 0.0833 0.8271 0.9094
0.6157 3.0157 576 0.8387 0.0873 0.8387 0.9158
0.6157 3.0262 578 0.8174 0.0873 0.8174 0.9041
0.6157 3.0366 580 0.7800 0.0788 0.7800 0.8832
0.6157 3.0471 582 0.7648 0.1921 0.7648 0.8746
0.6157 3.0576 584 0.7835 -0.0732 0.7835 0.8851
0.6157 3.0681 586 0.7842 0.1987 0.7842 0.8855
0.6157 3.0785 588 0.7596 0.2080 0.7596 0.8715
0.6157 3.0890 590 0.7663 -0.1440 0.7663 0.8754
0.6157 3.0995 592 0.7768 0.0435 0.7768 0.8814
0.6157 3.1099 594 0.7978 0.1951 0.7978 0.8932
0.6157 3.1204 596 0.7737 0.0435 0.7737 0.8796
0.6157 3.1309 598 0.7640 0.1987 0.7640 0.8741
0.6157 3.1414 600 0.7533 0.0179 0.7533 0.8679
0.6157 3.1518 602 0.8033 0.0179 0.8033 0.8963
0.6157 3.1623 604 0.7473 0.0179 0.7473 0.8645
0.6157 3.1728 606 0.7064 0.3623 0.7064 0.8405
0.6157 3.1832 608 0.7830 0.0788 0.7830 0.8849
0.6157 3.1937 610 0.8969 0.0873 0.8969 0.9470
0.6157 3.2042 612 0.9242 0.0873 0.9242 0.9613
0.6157 3.2147 614 0.8636 0.0833 0.8636 0.9293
0.6157 3.2251 616 0.7720 0.0788 0.7720 0.8786
0.6157 3.2356 618 0.6916 0.3623 0.6916 0.8316
0.6157 3.2461 620 0.6956 0.0179 0.6956 0.8340
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0.1335 9.3194 1780 0.9396 -0.1808 0.9396 0.9693
0.1335 9.3298 1782 0.9223 -0.1808 0.9223 0.9604
0.1335 9.3403 1784 0.9011 -0.1808 0.9011 0.9492
0.1335 9.3508 1786 0.8866 -0.1579 0.8866 0.9416
0.1335 9.3613 1788 0.8650 -0.1379 0.8650 0.9300
0.1335 9.3717 1790 0.8463 -0.1204 0.8463 0.9200
0.1335 9.3822 1792 0.8355 0.0788 0.8355 0.9140
0.1335 9.3927 1794 0.8245 0.1852 0.8245 0.9080
0.1335 9.4031 1796 0.8190 0.1852 0.8190 0.9050
0.1335 9.4136 1798 0.8182 0.1852 0.8182 0.9045
0.1335 9.4241 1800 0.8164 0.1852 0.8164 0.9035
0.1335 9.4346 1802 0.8166 0.1872 0.8166 0.9037
0.1335 9.4450 1804 0.8193 0.0737 0.8193 0.9052
0.1335 9.4555 1806 0.8230 0.0737 0.8230 0.9072
0.1335 9.4660 1808 0.8321 0.0610 0.8321 0.9122
0.1335 9.4764 1810 0.8477 0.0610 0.8477 0.9207
0.1335 9.4869 1812 0.8561 0.0610 0.8561 0.9252
0.1335 9.4974 1814 0.8599 0.0610 0.8599 0.9273
0.1335 9.5079 1816 0.8629 0.0610 0.8629 0.9289
0.1335 9.5183 1818 0.8681 0.0610 0.8681 0.9317
0.1335 9.5288 1820 0.8663 0.0610 0.8663 0.9308
0.1335 9.5393 1822 0.8655 0.0610 0.8655 0.9303
0.1335 9.5497 1824 0.8622 0.0610 0.8622 0.9286
0.1335 9.5602 1826 0.8644 0.0610 0.8644 0.9297
0.1335 9.5707 1828 0.8613 0.0610 0.8613 0.9281
0.1335 9.5812 1830 0.8530 0.0610 0.8530 0.9236
0.1335 9.5916 1832 0.8421 0.0610 0.8421 0.9177
0.1335 9.6021 1834 0.8269 0.0610 0.8269 0.9093
0.1335 9.6126 1836 0.8111 0.0610 0.8111 0.9006
0.1335 9.6230 1838 0.7957 0.1987 0.7957 0.8920
0.1335 9.6335 1840 0.7830 0.1987 0.7830 0.8848
0.1335 9.6440 1842 0.7766 0.1951 0.7766 0.8813
0.1335 9.6545 1844 0.7766 0.1951 0.7766 0.8812
0.1335 9.6649 1846 0.7789 0.1951 0.7789 0.8826
0.1335 9.6754 1848 0.7840 0.1951 0.7840 0.8854
0.1335 9.6859 1850 0.7892 0.1951 0.7892 0.8884
0.1335 9.6963 1852 0.7948 0.1951 0.7948 0.8915
0.1335 9.7068 1854 0.8024 0.1987 0.8024 0.8958
0.1335 9.7173 1856 0.8113 0.0610 0.8113 0.9007
0.1335 9.7277 1858 0.8228 0.0610 0.8228 0.9071
0.1335 9.7382 1860 0.8307 0.0610 0.8307 0.9114
0.1335 9.7487 1862 0.8382 0.0610 0.8382 0.9156
0.1335 9.7592 1864 0.8444 0.0610 0.8444 0.9189
0.1335 9.7696 1866 0.8466 0.0610 0.8466 0.9201
0.1335 9.7801 1868 0.8461 0.0610 0.8461 0.9199
0.1335 9.7906 1870 0.8433 0.0610 0.8433 0.9183
0.1335 9.8010 1872 0.8393 0.0610 0.8393 0.9161
0.1335 9.8115 1874 0.8355 0.0610 0.8355 0.9140
0.1335 9.8220 1876 0.8342 0.0610 0.8342 0.9133
0.1335 9.8325 1878 0.8352 0.0610 0.8352 0.9139
0.1335 9.8429 1880 0.8370 0.0610 0.8370 0.9149
0.1335 9.8534 1882 0.8386 0.0610 0.8386 0.9158
0.1335 9.8639 1884 0.8383 0.0610 0.8383 0.9156
0.1335 9.8743 1886 0.8370 0.0610 0.8370 0.9149
0.1335 9.8848 1888 0.8364 0.0610 0.8364 0.9145
0.1335 9.8953 1890 0.8352 0.0610 0.8352 0.9139
0.1335 9.9058 1892 0.8348 0.0610 0.8348 0.9137
0.1335 9.9162 1894 0.8358 0.0610 0.8358 0.9142
0.1335 9.9267 1896 0.8363 0.0610 0.8363 0.9145
0.1335 9.9372 1898 0.8363 0.0610 0.8363 0.9145
0.1335 9.9476 1900 0.8360 0.0610 0.8360 0.9143
0.1335 9.9581 1902 0.8360 0.0610 0.8360 0.9143
0.1335 9.9686 1904 0.8354 0.0610 0.8354 0.9140
0.1335 9.9791 1906 0.8351 0.0610 0.8351 0.9139
0.1335 9.9895 1908 0.8352 0.0610 0.8352 0.9139
0.1335 10.0 1910 0.8353 0.0610 0.8353 0.9139

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.0+cu118
  • Datasets 2.21.0
  • Tokenizers 0.19.1
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