ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k8_task7_organization
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: 0.6984
- Qwk: 0.2506
- Mse: 0.6984
- Rmse: 0.8357
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 | 0.0909 | 2 | 2.5813 | -0.0262 | 2.5813 | 1.6066 |
No log | 0.1818 | 4 | 1.3516 | 0.1000 | 1.3516 | 1.1626 |
No log | 0.2727 | 6 | 0.7837 | 0.1372 | 0.7837 | 0.8852 |
No log | 0.3636 | 8 | 0.8019 | -0.0500 | 0.8019 | 0.8955 |
No log | 0.4545 | 10 | 0.8678 | 0.0715 | 0.8678 | 0.9316 |
No log | 0.5455 | 12 | 0.8221 | 0.1103 | 0.8221 | 0.9067 |
No log | 0.6364 | 14 | 0.7702 | 0.1561 | 0.7702 | 0.8776 |
No log | 0.7273 | 16 | 0.9536 | 0.1318 | 0.9536 | 0.9765 |
No log | 0.8182 | 18 | 1.0841 | 0.0044 | 1.0841 | 1.0412 |
No log | 0.9091 | 20 | 0.8890 | 0.1637 | 0.8890 | 0.9429 |
No log | 1.0 | 22 | 0.7669 | 0.0771 | 0.7669 | 0.8757 |
No log | 1.0909 | 24 | 0.7564 | 0.0679 | 0.7564 | 0.8697 |
No log | 1.1818 | 26 | 0.7537 | 0.1050 | 0.7537 | 0.8681 |
No log | 1.2727 | 28 | 0.7880 | 0.3518 | 0.7880 | 0.8877 |
No log | 1.3636 | 30 | 0.7801 | 0.2652 | 0.7801 | 0.8832 |
No log | 1.4545 | 32 | 0.7622 | 0.1598 | 0.7622 | 0.8730 |
No log | 1.5455 | 34 | 0.7702 | -0.0054 | 0.7702 | 0.8776 |
No log | 1.6364 | 36 | 0.7821 | 0.0 | 0.7821 | 0.8844 |
No log | 1.7273 | 38 | 0.8127 | 0.0 | 0.8127 | 0.9015 |
No log | 1.8182 | 40 | 0.8914 | 0.0481 | 0.8914 | 0.9441 |
No log | 1.9091 | 42 | 0.8700 | 0.0481 | 0.8700 | 0.9328 |
No log | 2.0 | 44 | 0.7873 | 0.0 | 0.7873 | 0.8873 |
No log | 2.0909 | 46 | 0.7074 | -0.0500 | 0.7074 | 0.8410 |
No log | 2.1818 | 48 | 0.7108 | 0.2407 | 0.7108 | 0.8431 |
No log | 2.2727 | 50 | 0.7094 | 0.2883 | 0.7094 | 0.8423 |
No log | 2.3636 | 52 | 0.6804 | 0.3622 | 0.6804 | 0.8249 |
No log | 2.4545 | 54 | 0.7412 | 0.2940 | 0.7412 | 0.8610 |
No log | 2.5455 | 56 | 0.8426 | 0.3754 | 0.8426 | 0.9179 |
No log | 2.6364 | 58 | 0.7594 | 0.3590 | 0.7594 | 0.8714 |
No log | 2.7273 | 60 | 0.6594 | 0.3243 | 0.6594 | 0.8120 |
No log | 2.8182 | 62 | 0.7013 | 0.3425 | 0.7013 | 0.8375 |
No log | 2.9091 | 64 | 0.8077 | 0.3483 | 0.8077 | 0.8987 |
No log | 3.0 | 66 | 0.7763 | 0.3149 | 0.7763 | 0.8811 |
No log | 3.0909 | 68 | 0.6635 | 0.2852 | 0.6635 | 0.8145 |
No log | 3.1818 | 70 | 0.6558 | 0.3183 | 0.6558 | 0.8098 |
No log | 3.2727 | 72 | 0.6607 | 0.3523 | 0.6607 | 0.8128 |
No log | 3.3636 | 74 | 0.7774 | 0.3688 | 0.7774 | 0.8817 |
No log | 3.4545 | 76 | 0.7903 | 0.3913 | 0.7903 | 0.8890 |
No log | 3.5455 | 78 | 0.6966 | 0.4179 | 0.6966 | 0.8346 |
No log | 3.6364 | 80 | 0.8274 | 0.4064 | 0.8274 | 0.9096 |
No log | 3.7273 | 82 | 0.9230 | 0.3357 | 0.9230 | 0.9607 |
No log | 3.8182 | 84 | 0.7740 | 0.3946 | 0.7740 | 0.8798 |
No log | 3.9091 | 86 | 0.7511 | 0.3287 | 0.7511 | 0.8667 |
No log | 4.0 | 88 | 0.8605 | 0.3560 | 0.8605 | 0.9276 |
No log | 4.0909 | 90 | 0.7630 | 0.3344 | 0.7630 | 0.8735 |
No log | 4.1818 | 92 | 0.7016 | 0.3669 | 0.7016 | 0.8376 |
No log | 4.2727 | 94 | 0.7425 | 0.4245 | 0.7425 | 0.8617 |
No log | 4.3636 | 96 | 0.7187 | 0.4533 | 0.7187 | 0.8478 |
No log | 4.4545 | 98 | 0.7081 | 0.4840 | 0.7081 | 0.8415 |
No log | 4.5455 | 100 | 0.7661 | 0.4725 | 0.7661 | 0.8753 |
No log | 4.6364 | 102 | 0.9251 | 0.3123 | 0.9251 | 0.9618 |
No log | 4.7273 | 104 | 0.8998 | 0.2705 | 0.8998 | 0.9486 |
No log | 4.8182 | 106 | 0.7254 | 0.4315 | 0.7254 | 0.8517 |
No log | 4.9091 | 108 | 0.7856 | 0.3092 | 0.7856 | 0.8864 |
No log | 5.0 | 110 | 0.9254 | 0.2613 | 0.9254 | 0.9620 |
No log | 5.0909 | 112 | 0.8718 | 0.3074 | 0.8718 | 0.9337 |
No log | 5.1818 | 114 | 0.7104 | 0.3144 | 0.7104 | 0.8428 |
No log | 5.2727 | 116 | 0.7101 | 0.3363 | 0.7101 | 0.8427 |
No log | 5.3636 | 118 | 0.7154 | 0.3363 | 0.7154 | 0.8458 |
No log | 5.4545 | 120 | 0.7147 | 0.3363 | 0.7147 | 0.8454 |
No log | 5.5455 | 122 | 0.7153 | 0.3398 | 0.7153 | 0.8458 |
No log | 5.6364 | 124 | 0.7360 | 0.2313 | 0.7360 | 0.8579 |
No log | 5.7273 | 126 | 0.7316 | 0.2661 | 0.7316 | 0.8554 |
No log | 5.8182 | 128 | 0.8090 | 0.3673 | 0.8090 | 0.8994 |
No log | 5.9091 | 130 | 0.8603 | 0.4131 | 0.8603 | 0.9275 |
No log | 6.0 | 132 | 0.7911 | 0.3433 | 0.7911 | 0.8894 |
No log | 6.0909 | 134 | 0.7350 | 0.3144 | 0.7350 | 0.8573 |
No log | 6.1818 | 136 | 0.8063 | 0.3719 | 0.8063 | 0.8980 |
No log | 6.2727 | 138 | 0.8505 | 0.3067 | 0.8505 | 0.9222 |
No log | 6.3636 | 140 | 0.8749 | 0.2849 | 0.8749 | 0.9354 |
No log | 6.4545 | 142 | 0.9379 | 0.2916 | 0.9379 | 0.9685 |
No log | 6.5455 | 144 | 0.8864 | 0.1209 | 0.8864 | 0.9415 |
No log | 6.6364 | 146 | 0.8792 | 0.2202 | 0.8792 | 0.9377 |
No log | 6.7273 | 148 | 0.8577 | 0.2223 | 0.8577 | 0.9261 |
No log | 6.8182 | 150 | 0.9255 | 0.2993 | 0.9255 | 0.9620 |
No log | 6.9091 | 152 | 0.8734 | 0.2555 | 0.8734 | 0.9346 |
No log | 7.0 | 154 | 0.7431 | 0.4562 | 0.7431 | 0.8620 |
No log | 7.0909 | 156 | 0.7506 | 0.3586 | 0.7506 | 0.8664 |
No log | 7.1818 | 158 | 0.7558 | 0.3946 | 0.7558 | 0.8694 |
No log | 7.2727 | 160 | 0.7060 | 0.2862 | 0.7060 | 0.8402 |
No log | 7.3636 | 162 | 0.7041 | 0.3417 | 0.7041 | 0.8391 |
No log | 7.4545 | 164 | 0.6996 | 0.2862 | 0.6996 | 0.8364 |
No log | 7.5455 | 166 | 0.7059 | 0.3417 | 0.7059 | 0.8402 |
No log | 7.6364 | 168 | 0.7070 | 0.3667 | 0.7070 | 0.8409 |
No log | 7.7273 | 170 | 0.7286 | 0.3408 | 0.7286 | 0.8536 |
No log | 7.8182 | 172 | 0.7527 | 0.3723 | 0.7527 | 0.8676 |
No log | 7.9091 | 174 | 0.7112 | 0.3417 | 0.7112 | 0.8433 |
No log | 8.0 | 176 | 0.7087 | 0.2958 | 0.7087 | 0.8418 |
No log | 8.0909 | 178 | 0.7182 | 0.2889 | 0.7182 | 0.8475 |
No log | 8.1818 | 180 | 0.7076 | 0.2683 | 0.7076 | 0.8412 |
No log | 8.2727 | 182 | 0.7225 | 0.2780 | 0.7225 | 0.8500 |
No log | 8.3636 | 184 | 0.7126 | 0.2621 | 0.7126 | 0.8441 |
No log | 8.4545 | 186 | 0.6692 | 0.2360 | 0.6692 | 0.8181 |
No log | 8.5455 | 188 | 0.6661 | 0.3320 | 0.6661 | 0.8161 |
No log | 8.6364 | 190 | 0.6466 | 0.3407 | 0.6466 | 0.8041 |
No log | 8.7273 | 192 | 0.6406 | 0.2683 | 0.6406 | 0.8004 |
No log | 8.8182 | 194 | 0.6470 | 0.3293 | 0.6470 | 0.8043 |
No log | 8.9091 | 196 | 0.6534 | 0.2994 | 0.6534 | 0.8083 |
No log | 9.0 | 198 | 0.6747 | 0.3813 | 0.6747 | 0.8214 |
No log | 9.0909 | 200 | 0.6798 | 0.4455 | 0.6798 | 0.8245 |
No log | 9.1818 | 202 | 0.6754 | 0.4342 | 0.6754 | 0.8218 |
No log | 9.2727 | 204 | 0.6723 | 0.4078 | 0.6723 | 0.8199 |
No log | 9.3636 | 206 | 0.7221 | 0.4284 | 0.7221 | 0.8498 |
No log | 9.4545 | 208 | 0.7750 | 0.4468 | 0.7750 | 0.8803 |
No log | 9.5455 | 210 | 0.7073 | 0.4665 | 0.7073 | 0.8410 |
No log | 9.6364 | 212 | 0.6447 | 0.4206 | 0.6447 | 0.8029 |
No log | 9.7273 | 214 | 0.6189 | 0.2715 | 0.6189 | 0.7867 |
No log | 9.8182 | 216 | 0.6360 | 0.3607 | 0.6360 | 0.7975 |
No log | 9.9091 | 218 | 0.6527 | 0.3762 | 0.6527 | 0.8079 |
No log | 10.0 | 220 | 0.6486 | 0.4137 | 0.6486 | 0.8053 |
No log | 10.0909 | 222 | 0.7404 | 0.4124 | 0.7404 | 0.8604 |
No log | 10.1818 | 224 | 0.8895 | 0.3669 | 0.8895 | 0.9432 |
No log | 10.2727 | 226 | 0.8278 | 0.3466 | 0.8278 | 0.9099 |
No log | 10.3636 | 228 | 0.6770 | 0.4642 | 0.6770 | 0.8228 |
No log | 10.4545 | 230 | 0.6995 | 0.4329 | 0.6995 | 0.8364 |
No log | 10.5455 | 232 | 0.7484 | 0.4373 | 0.7484 | 0.8651 |
No log | 10.6364 | 234 | 0.7683 | 0.4391 | 0.7683 | 0.8765 |
No log | 10.7273 | 236 | 0.7444 | 0.4901 | 0.7444 | 0.8628 |
No log | 10.8182 | 238 | 0.7077 | 0.3673 | 0.7077 | 0.8412 |
No log | 10.9091 | 240 | 0.7174 | 0.3774 | 0.7174 | 0.8470 |
No log | 11.0 | 242 | 0.7449 | 0.3836 | 0.7449 | 0.8631 |
No log | 11.0909 | 244 | 0.7672 | 0.2942 | 0.7672 | 0.8759 |
No log | 11.1818 | 246 | 0.7519 | 0.3369 | 0.7519 | 0.8671 |
No log | 11.2727 | 248 | 0.7247 | 0.3336 | 0.7247 | 0.8513 |
No log | 11.3636 | 250 | 0.7267 | 0.2901 | 0.7267 | 0.8525 |
No log | 11.4545 | 252 | 0.7307 | 0.3069 | 0.7307 | 0.8548 |
No log | 11.5455 | 254 | 0.7482 | 0.3836 | 0.7482 | 0.8650 |
No log | 11.6364 | 256 | 0.7629 | 0.3838 | 0.7629 | 0.8734 |
No log | 11.7273 | 258 | 0.7835 | 0.3283 | 0.7836 | 0.8852 |
No log | 11.8182 | 260 | 0.8375 | 0.3548 | 0.8375 | 0.9152 |
No log | 11.9091 | 262 | 0.8422 | 0.3489 | 0.8422 | 0.9177 |
No log | 12.0 | 264 | 0.7885 | 0.2643 | 0.7885 | 0.8880 |
No log | 12.0909 | 266 | 0.7560 | 0.3754 | 0.7560 | 0.8695 |
No log | 12.1818 | 268 | 0.7566 | 0.3608 | 0.7566 | 0.8698 |
No log | 12.2727 | 270 | 0.7343 | 0.2955 | 0.7343 | 0.8569 |
No log | 12.3636 | 272 | 0.7587 | 0.2294 | 0.7587 | 0.8710 |
No log | 12.4545 | 274 | 0.8671 | 0.2153 | 0.8671 | 0.9312 |
No log | 12.5455 | 276 | 0.8989 | 0.3280 | 0.8989 | 0.9481 |
No log | 12.6364 | 278 | 0.8433 | 0.2871 | 0.8433 | 0.9183 |
No log | 12.7273 | 280 | 0.7617 | 0.1699 | 0.7617 | 0.8727 |
No log | 12.8182 | 282 | 0.7272 | 0.2063 | 0.7272 | 0.8528 |
No log | 12.9091 | 284 | 0.7330 | 0.2413 | 0.7330 | 0.8562 |
No log | 13.0 | 286 | 0.7551 | 0.2590 | 0.7551 | 0.8690 |
No log | 13.0909 | 288 | 0.7672 | 0.2661 | 0.7672 | 0.8759 |
No log | 13.1818 | 290 | 0.7985 | 0.2549 | 0.7985 | 0.8936 |
No log | 13.2727 | 292 | 0.8359 | 0.2516 | 0.8359 | 0.9143 |
No log | 13.3636 | 294 | 0.7867 | 0.3121 | 0.7867 | 0.8869 |
No log | 13.4545 | 296 | 0.7347 | 0.2471 | 0.7347 | 0.8572 |
No log | 13.5455 | 298 | 0.6973 | 0.2007 | 0.6973 | 0.8351 |
No log | 13.6364 | 300 | 0.6712 | 0.2413 | 0.6712 | 0.8193 |
No log | 13.7273 | 302 | 0.6581 | 0.2413 | 0.6581 | 0.8113 |
No log | 13.8182 | 304 | 0.6605 | 0.2353 | 0.6605 | 0.8127 |
No log | 13.9091 | 306 | 0.6546 | 0.2413 | 0.6546 | 0.8091 |
No log | 14.0 | 308 | 0.6599 | 0.2715 | 0.6599 | 0.8123 |
No log | 14.0909 | 310 | 0.6647 | 0.2715 | 0.6647 | 0.8153 |
No log | 14.1818 | 312 | 0.6833 | 0.2749 | 0.6833 | 0.8266 |
No log | 14.2727 | 314 | 0.6919 | 0.2780 | 0.6919 | 0.8318 |
No log | 14.3636 | 316 | 0.7011 | 0.2953 | 0.7011 | 0.8373 |
No log | 14.4545 | 318 | 0.7504 | 0.3942 | 0.7504 | 0.8663 |
No log | 14.5455 | 320 | 0.8293 | 0.2697 | 0.8293 | 0.9107 |
No log | 14.6364 | 322 | 0.8069 | 0.2904 | 0.8069 | 0.8983 |
No log | 14.7273 | 324 | 0.7521 | 0.2285 | 0.7521 | 0.8672 |
No log | 14.8182 | 326 | 0.7431 | 0.2685 | 0.7431 | 0.8621 |
No log | 14.9091 | 328 | 0.7302 | 0.2652 | 0.7302 | 0.8545 |
No log | 15.0 | 330 | 0.7311 | 0.2867 | 0.7311 | 0.8550 |
No log | 15.0909 | 332 | 0.7351 | 0.3122 | 0.7351 | 0.8574 |
No log | 15.1818 | 334 | 0.7335 | 0.2834 | 0.7335 | 0.8565 |
No log | 15.2727 | 336 | 0.7462 | 0.3478 | 0.7462 | 0.8638 |
No log | 15.3636 | 338 | 0.7496 | 0.2907 | 0.7496 | 0.8658 |
No log | 15.4545 | 340 | 0.7873 | 0.2129 | 0.7873 | 0.8873 |
No log | 15.5455 | 342 | 0.8742 | 0.3012 | 0.8742 | 0.9350 |
No log | 15.6364 | 344 | 0.8902 | 0.2826 | 0.8902 | 0.9435 |
No log | 15.7273 | 346 | 0.8160 | 0.3206 | 0.8160 | 0.9033 |
No log | 15.8182 | 348 | 0.7125 | 0.3478 | 0.7125 | 0.8441 |
No log | 15.9091 | 350 | 0.6848 | 0.3492 | 0.6848 | 0.8275 |
No log | 16.0 | 352 | 0.6953 | 0.4294 | 0.6953 | 0.8339 |
No log | 16.0909 | 354 | 0.6994 | 0.4536 | 0.6994 | 0.8363 |
No log | 16.1818 | 356 | 0.6781 | 0.4595 | 0.6781 | 0.8234 |
No log | 16.2727 | 358 | 0.6467 | 0.4051 | 0.6467 | 0.8042 |
No log | 16.3636 | 360 | 0.6629 | 0.4375 | 0.6629 | 0.8142 |
No log | 16.4545 | 362 | 0.7142 | 0.4444 | 0.7142 | 0.8451 |
No log | 16.5455 | 364 | 0.6926 | 0.4190 | 0.6926 | 0.8322 |
No log | 16.6364 | 366 | 0.6508 | 0.3840 | 0.6508 | 0.8067 |
No log | 16.7273 | 368 | 0.6159 | 0.2715 | 0.6159 | 0.7848 |
No log | 16.8182 | 370 | 0.6169 | 0.4036 | 0.6169 | 0.7854 |
No log | 16.9091 | 372 | 0.6739 | 0.4931 | 0.6739 | 0.8209 |
No log | 17.0 | 374 | 0.6658 | 0.4931 | 0.6658 | 0.8159 |
No log | 17.0909 | 376 | 0.6300 | 0.3833 | 0.6300 | 0.7937 |
No log | 17.1818 | 378 | 0.6588 | 0.4854 | 0.6588 | 0.8117 |
No log | 17.2727 | 380 | 0.7556 | 0.4937 | 0.7556 | 0.8693 |
No log | 17.3636 | 382 | 0.7598 | 0.4805 | 0.7598 | 0.8717 |
No log | 17.4545 | 384 | 0.6818 | 0.4602 | 0.6818 | 0.8257 |
No log | 17.5455 | 386 | 0.6229 | 0.4124 | 0.6229 | 0.7892 |
No log | 17.6364 | 388 | 0.6167 | 0.3324 | 0.6167 | 0.7853 |
No log | 17.7273 | 390 | 0.6203 | 0.3324 | 0.6203 | 0.7876 |
No log | 17.8182 | 392 | 0.6287 | 0.3599 | 0.6287 | 0.7929 |
No log | 17.9091 | 394 | 0.6440 | 0.3478 | 0.6440 | 0.8025 |
No log | 18.0 | 396 | 0.6780 | 0.3640 | 0.6780 | 0.8234 |
No log | 18.0909 | 398 | 0.7009 | 0.4602 | 0.7009 | 0.8372 |
No log | 18.1818 | 400 | 0.7178 | 0.4193 | 0.7178 | 0.8473 |
No log | 18.2727 | 402 | 0.6957 | 0.3329 | 0.6957 | 0.8341 |
No log | 18.3636 | 404 | 0.6691 | 0.3524 | 0.6691 | 0.8180 |
No log | 18.4545 | 406 | 0.6570 | 0.3253 | 0.6570 | 0.8106 |
No log | 18.5455 | 408 | 0.6498 | 0.2852 | 0.6498 | 0.8061 |
No log | 18.6364 | 410 | 0.6451 | 0.2852 | 0.6451 | 0.8032 |
No log | 18.7273 | 412 | 0.6448 | 0.2852 | 0.6448 | 0.8030 |
No log | 18.8182 | 414 | 0.6503 | 0.3523 | 0.6503 | 0.8064 |
No log | 18.9091 | 416 | 0.6651 | 0.3523 | 0.6651 | 0.8155 |
No log | 19.0 | 418 | 0.6791 | 0.3144 | 0.6791 | 0.8241 |
No log | 19.0909 | 420 | 0.6628 | 0.3183 | 0.6628 | 0.8141 |
No log | 19.1818 | 422 | 0.6456 | 0.3213 | 0.6456 | 0.8035 |
No log | 19.2727 | 424 | 0.6450 | 0.3860 | 0.6450 | 0.8031 |
No log | 19.3636 | 426 | 0.6417 | 0.3780 | 0.6417 | 0.8011 |
No log | 19.4545 | 428 | 0.6471 | 0.4345 | 0.6471 | 0.8044 |
No log | 19.5455 | 430 | 0.6398 | 0.4345 | 0.6398 | 0.7999 |
No log | 19.6364 | 432 | 0.6381 | 0.3183 | 0.6381 | 0.7988 |
No log | 19.7273 | 434 | 0.6548 | 0.2907 | 0.6548 | 0.8092 |
No log | 19.8182 | 436 | 0.6629 | 0.3572 | 0.6629 | 0.8142 |
No log | 19.9091 | 438 | 0.6628 | 0.3498 | 0.6628 | 0.8141 |
No log | 20.0 | 440 | 0.6658 | 0.3498 | 0.6658 | 0.8160 |
No log | 20.0909 | 442 | 0.6671 | 0.3498 | 0.6671 | 0.8167 |
No log | 20.1818 | 444 | 0.6548 | 0.3011 | 0.6548 | 0.8092 |
No log | 20.2727 | 446 | 0.6505 | 0.2852 | 0.6505 | 0.8065 |
No log | 20.3636 | 448 | 0.6386 | 0.2852 | 0.6386 | 0.7991 |
No log | 20.4545 | 450 | 0.6392 | 0.2852 | 0.6392 | 0.7995 |
No log | 20.5455 | 452 | 0.6441 | 0.2852 | 0.6441 | 0.8026 |
No log | 20.6364 | 454 | 0.6735 | 0.2007 | 0.6735 | 0.8206 |
No log | 20.7273 | 456 | 0.7331 | 0.3060 | 0.7331 | 0.8562 |
No log | 20.8182 | 458 | 0.7511 | 0.3060 | 0.7511 | 0.8666 |
No log | 20.9091 | 460 | 0.7029 | 0.3525 | 0.7029 | 0.8384 |
No log | 21.0 | 462 | 0.6607 | 0.3352 | 0.6607 | 0.8129 |
No log | 21.0909 | 464 | 0.6603 | 0.3213 | 0.6603 | 0.8126 |
No log | 21.1818 | 466 | 0.6631 | 0.3141 | 0.6631 | 0.8143 |
No log | 21.2727 | 468 | 0.6822 | 0.2943 | 0.6822 | 0.8260 |
No log | 21.3636 | 470 | 0.7324 | 0.3918 | 0.7324 | 0.8558 |
No log | 21.4545 | 472 | 0.7397 | 0.3918 | 0.7397 | 0.8601 |
No log | 21.5455 | 474 | 0.7124 | 0.4352 | 0.7124 | 0.8440 |
No log | 21.6364 | 476 | 0.6854 | 0.2943 | 0.6854 | 0.8279 |
No log | 21.7273 | 478 | 0.6573 | 0.3141 | 0.6573 | 0.8107 |
No log | 21.8182 | 480 | 0.6478 | 0.3454 | 0.6478 | 0.8048 |
No log | 21.9091 | 482 | 0.6381 | 0.3141 | 0.6381 | 0.7988 |
No log | 22.0 | 484 | 0.6327 | 0.2715 | 0.6327 | 0.7954 |
No log | 22.0909 | 486 | 0.6368 | 0.2936 | 0.6368 | 0.7980 |
No log | 22.1818 | 488 | 0.6319 | 0.2652 | 0.6319 | 0.7949 |
No log | 22.2727 | 490 | 0.6371 | 0.2622 | 0.6371 | 0.7982 |
No log | 22.3636 | 492 | 0.6566 | 0.3478 | 0.6566 | 0.8103 |
No log | 22.4545 | 494 | 0.6914 | 0.3942 | 0.6914 | 0.8315 |
No log | 22.5455 | 496 | 0.7001 | 0.3688 | 0.7001 | 0.8367 |
No log | 22.6364 | 498 | 0.6745 | 0.3478 | 0.6745 | 0.8213 |
0.2995 | 22.7273 | 500 | 0.6705 | 0.3002 | 0.6705 | 0.8188 |
0.2995 | 22.8182 | 502 | 0.6852 | 0.3280 | 0.6852 | 0.8278 |
0.2995 | 22.9091 | 504 | 0.7146 | 0.3224 | 0.7146 | 0.8453 |
0.2995 | 23.0 | 506 | 0.7422 | 0.3648 | 0.7422 | 0.8615 |
0.2995 | 23.0909 | 508 | 0.7573 | 0.3586 | 0.7573 | 0.8702 |
0.2995 | 23.1818 | 510 | 0.7709 | 0.3906 | 0.7709 | 0.8780 |
0.2995 | 23.2727 | 512 | 0.7832 | 0.3679 | 0.7832 | 0.8850 |
0.2995 | 23.3636 | 514 | 0.7432 | 0.3626 | 0.7432 | 0.8621 |
0.2995 | 23.4545 | 516 | 0.7188 | 0.3865 | 0.7188 | 0.8478 |
0.2995 | 23.5455 | 518 | 0.6860 | 0.4186 | 0.6860 | 0.8282 |
0.2995 | 23.6364 | 520 | 0.6585 | 0.4281 | 0.6585 | 0.8115 |
0.2995 | 23.7273 | 522 | 0.6430 | 0.4067 | 0.6430 | 0.8019 |
0.2995 | 23.8182 | 524 | 0.6403 | 0.3840 | 0.6403 | 0.8002 |
0.2995 | 23.9091 | 526 | 0.6410 | 0.3840 | 0.6410 | 0.8006 |
0.2995 | 24.0 | 528 | 0.6476 | 0.3840 | 0.6476 | 0.8047 |
0.2995 | 24.0909 | 530 | 0.6512 | 0.3840 | 0.6512 | 0.8070 |
0.2995 | 24.1818 | 532 | 0.6415 | 0.3945 | 0.6415 | 0.8010 |
0.2995 | 24.2727 | 534 | 0.6195 | 0.3141 | 0.6195 | 0.7871 |
0.2995 | 24.3636 | 536 | 0.6105 | 0.3407 | 0.6105 | 0.7814 |
0.2995 | 24.4545 | 538 | 0.6054 | 0.3703 | 0.6054 | 0.7781 |
0.2995 | 24.5455 | 540 | 0.6069 | 0.4441 | 0.6069 | 0.7790 |
0.2995 | 24.6364 | 542 | 0.6096 | 0.4171 | 0.6096 | 0.7808 |
0.2995 | 24.7273 | 544 | 0.6066 | 0.4482 | 0.6066 | 0.7788 |
0.2995 | 24.8182 | 546 | 0.5959 | 0.4229 | 0.5959 | 0.7720 |
0.2995 | 24.9091 | 548 | 0.6000 | 0.4482 | 0.6000 | 0.7746 |
0.2995 | 25.0 | 550 | 0.6161 | 0.3763 | 0.6161 | 0.7849 |
0.2995 | 25.0909 | 552 | 0.6458 | 0.4827 | 0.6458 | 0.8036 |
0.2995 | 25.1818 | 554 | 0.6552 | 0.4964 | 0.6552 | 0.8094 |
0.2995 | 25.2727 | 556 | 0.6344 | 0.4777 | 0.6344 | 0.7965 |
0.2995 | 25.3636 | 558 | 0.6404 | 0.5056 | 0.6404 | 0.8002 |
0.2995 | 25.4545 | 560 | 0.6373 | 0.4997 | 0.6373 | 0.7983 |
0.2995 | 25.5455 | 562 | 0.6457 | 0.4777 | 0.6457 | 0.8035 |
0.2995 | 25.6364 | 564 | 0.6606 | 0.4476 | 0.6606 | 0.8127 |
0.2995 | 25.7273 | 566 | 0.6827 | 0.5293 | 0.6827 | 0.8263 |
0.2995 | 25.8182 | 568 | 0.6603 | 0.4294 | 0.6603 | 0.8126 |
0.2995 | 25.9091 | 570 | 0.6343 | 0.4292 | 0.6343 | 0.7964 |
0.2995 | 26.0 | 572 | 0.6240 | 0.5123 | 0.6240 | 0.7899 |
0.2995 | 26.0909 | 574 | 0.6221 | 0.3995 | 0.6221 | 0.7887 |
0.2995 | 26.1818 | 576 | 0.6289 | 0.5383 | 0.6289 | 0.7931 |
0.2995 | 26.2727 | 578 | 0.6427 | 0.5156 | 0.6427 | 0.8017 |
0.2995 | 26.3636 | 580 | 0.6546 | 0.5114 | 0.6546 | 0.8091 |
0.2995 | 26.4545 | 582 | 0.6601 | 0.5360 | 0.6601 | 0.8125 |
0.2995 | 26.5455 | 584 | 0.6574 | 0.5513 | 0.6574 | 0.8108 |
0.2995 | 26.6364 | 586 | 0.6593 | 0.4507 | 0.6593 | 0.8120 |
0.2995 | 26.7273 | 588 | 0.6541 | 0.4096 | 0.6541 | 0.8088 |
0.2995 | 26.8182 | 590 | 0.6419 | 0.3934 | 0.6419 | 0.8012 |
0.2995 | 26.9091 | 592 | 0.6364 | 0.4194 | 0.6364 | 0.7978 |
0.2995 | 27.0 | 594 | 0.6542 | 0.4212 | 0.6542 | 0.8088 |
0.2995 | 27.0909 | 596 | 0.6887 | 0.4190 | 0.6887 | 0.8299 |
0.2995 | 27.1818 | 598 | 0.7024 | 0.3918 | 0.7024 | 0.8381 |
0.2995 | 27.2727 | 600 | 0.6907 | 0.4190 | 0.6907 | 0.8311 |
0.2995 | 27.3636 | 602 | 0.6855 | 0.4190 | 0.6855 | 0.8279 |
0.2995 | 27.4545 | 604 | 0.6883 | 0.4190 | 0.6883 | 0.8296 |
0.2995 | 27.5455 | 606 | 0.6807 | 0.4451 | 0.6807 | 0.8250 |
0.2995 | 27.6364 | 608 | 0.6762 | 0.4542 | 0.6762 | 0.8223 |
0.2995 | 27.7273 | 610 | 0.6726 | 0.4542 | 0.6726 | 0.8202 |
0.2995 | 27.8182 | 612 | 0.6518 | 0.3914 | 0.6518 | 0.8073 |
0.2995 | 27.9091 | 614 | 0.6349 | 0.4201 | 0.6349 | 0.7968 |
0.2995 | 28.0 | 616 | 0.6248 | 0.3835 | 0.6248 | 0.7904 |
0.2995 | 28.0909 | 618 | 0.6221 | 0.3835 | 0.6221 | 0.7887 |
0.2995 | 28.1818 | 620 | 0.6224 | 0.3886 | 0.6224 | 0.7889 |
0.2995 | 28.2727 | 622 | 0.6233 | 0.4278 | 0.6233 | 0.7895 |
0.2995 | 28.3636 | 624 | 0.6320 | 0.3841 | 0.6320 | 0.7950 |
0.2995 | 28.4545 | 626 | 0.6503 | 0.4625 | 0.6503 | 0.8064 |
0.2995 | 28.5455 | 628 | 0.6487 | 0.4625 | 0.6487 | 0.8054 |
0.2995 | 28.6364 | 630 | 0.6269 | 0.4705 | 0.6269 | 0.7918 |
0.2995 | 28.7273 | 632 | 0.6202 | 0.3939 | 0.6202 | 0.7875 |
0.2995 | 28.8182 | 634 | 0.6260 | 0.3939 | 0.6260 | 0.7912 |
0.2995 | 28.9091 | 636 | 0.6299 | 0.3939 | 0.6299 | 0.7936 |
0.2995 | 29.0 | 638 | 0.6369 | 0.3995 | 0.6369 | 0.7981 |
0.2995 | 29.0909 | 640 | 0.6448 | 0.3995 | 0.6448 | 0.8030 |
0.2995 | 29.1818 | 642 | 0.6544 | 0.3407 | 0.6544 | 0.8090 |
0.2995 | 29.2727 | 644 | 0.6656 | 0.3100 | 0.6656 | 0.8159 |
0.2995 | 29.3636 | 646 | 0.6828 | 0.3689 | 0.6828 | 0.8263 |
0.2995 | 29.4545 | 648 | 0.6793 | 0.3375 | 0.6793 | 0.8242 |
0.2995 | 29.5455 | 650 | 0.6766 | 0.3460 | 0.6766 | 0.8226 |
0.2995 | 29.6364 | 652 | 0.6816 | 0.3504 | 0.6816 | 0.8256 |
0.2995 | 29.7273 | 654 | 0.6908 | 0.3144 | 0.6908 | 0.8311 |
0.2995 | 29.8182 | 656 | 0.6744 | 0.2852 | 0.6744 | 0.8212 |
0.2995 | 29.9091 | 658 | 0.6596 | 0.2852 | 0.6596 | 0.8121 |
0.2995 | 30.0 | 660 | 0.6581 | 0.2852 | 0.6581 | 0.8112 |
0.2995 | 30.0909 | 662 | 0.6694 | 0.2506 | 0.6694 | 0.8181 |
0.2995 | 30.1818 | 664 | 0.6984 | 0.2506 | 0.6984 | 0.8357 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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Model tree for MayBashendy/ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k8_task7_organization
Base model
aubmindlab/bert-base-arabertv02