--- license: apache-2.0 base_model: t5-small tags: - generated_from_trainer metrics: - rouge model-index: - name: t5-small-finetuned-xsum results: [] --- # t5-small-finetuned-xsum This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.0614 - Rouge1: 100.0 - Rouge2: 91.3225 - Rougel: 93.8251 - Rougelsum: 100.0 - Gen Len: 13.6957 ## 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: 64 - eval_batch_size: 64 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 256 ### Training results | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:| | No log | 1.0 | 3 | 2.3373 | 7.4605 | 3.456 | 7.4165 | 7.3515 | 17.3478 | | No log | 2.0 | 6 | 2.2506 | 8.0394 | 3.456 | 7.9941 | 7.9333 | 17.3478 | | No log | 3.0 | 9 | 2.1686 | 9.8685 | 4.4912 | 9.5531 | 9.5659 | 17.2826 | | No log | 4.0 | 12 | 1.9320 | 11.9877 | 5.571 | 11.6126 | 11.6283 | 17.4565 | | No log | 5.0 | 15 | 1.7756 | 13.4114 | 6.9661 | 13.2697 | 13.142 | 17.3043 | | No log | 6.0 | 18 | 1.5497 | 20.8289 | 15.6415 | 20.801 | 20.8735 | 17.2826 | | No log | 7.0 | 21 | 1.3883 | 23.7381 | 18.9965 | 23.9623 | 23.8759 | 17.1522 | | No log | 8.0 | 24 | 1.2540 | 29.9925 | 24.6624 | 30.2144 | 30.203 | 17.2174 | | No log | 9.0 | 27 | 1.1418 | 32.2608 | 26.7882 | 32.3905 | 32.3128 | 16.8261 | | No log | 10.0 | 30 | 1.0445 | 33.2161 | 26.6606 | 33.4993 | 33.5427 | 16.1957 | | No log | 11.0 | 33 | 0.9713 | 40.9827 | 34.1302 | 41.241 | 41.1489 | 15.3696 | | No log | 12.0 | 36 | 0.9212 | 38.2575 | 32.6764 | 38.6921 | 38.4431 | 15.3043 | | No log | 13.0 | 39 | 0.8729 | 36.6868 | 31.6724 | 36.7527 | 36.4661 | 15.5 | | No log | 14.0 | 42 | 0.8234 | 43.2153 | 38.3637 | 43.3746 | 43.5416 | 15.5652 | | No log | 15.0 | 45 | 0.7772 | 47.0778 | 41.5839 | 47.345 | 47.5476 | 15.1739 | | No log | 16.0 | 48 | 0.7361 | 52.0592 | 46.9257 | 52.4456 | 52.359 | 15.1087 | | No log | 17.0 | 51 | 0.6846 | 56.6602 | 51.1202 | 56.7449 | 56.6945 | 15.087 | | No log | 18.0 | 54 | 0.6385 | 63.4898 | 57.2655 | 63.3536 | 63.5142 | 14.7826 | | No log | 19.0 | 57 | 0.5898 | 63.7253 | 57.5173 | 63.6094 | 63.8015 | 14.8043 | | No log | 20.0 | 60 | 0.5366 | 64.165 | 57.892 | 63.9786 | 64.2446 | 14.8043 | | No log | 21.0 | 63 | 0.4835 | 67.1158 | 60.4042 | 67.3224 | 67.4436 | 14.7826 | | No log | 22.0 | 66 | 0.4322 | 72.722 | 66.3987 | 72.7989 | 72.8632 | 14.3696 | | No log | 23.0 | 69 | 0.3795 | 77.3032 | 70.8913 | 77.3924 | 77.2499 | 13.7826 | | No log | 24.0 | 72 | 0.3276 | 83.8189 | 78.7629 | 83.662 | 83.6469 | 13.1522 | | No log | 25.0 | 75 | 0.2944 | 84.1064 | 78.8184 | 83.9576 | 83.9749 | 12.8913 | | No log | 26.0 | 78 | 0.2606 | 87.7806 | 83.499 | 87.6869 | 87.8716 | 12.7826 | | No log | 27.0 | 81 | 0.2257 | 89.5296 | 85.4444 | 89.4879 | 89.5489 | 12.913 | | No log | 28.0 | 84 | 0.1899 | 91.3258 | 87.7915 | 91.2211 | 91.4052 | 13.0435 | | No log | 29.0 | 87 | 0.1663 | 91.5209 | 88.0013 | 91.3906 | 91.6698 | 12.9565 | | No log | 30.0 | 90 | 0.1448 | 91.4444 | 87.8821 | 91.221 | 91.4855 | 13.0652 | | No log | 31.0 | 93 | 0.1303 | 91.6605 | 88.2289 | 91.5591 | 91.7967 | 13.0652 | | No log | 32.0 | 96 | 0.1179 | 93.1229 | 88.0952 | 92.4854 | 93.1228 | 13.1522 | | No log | 33.0 | 99 | 0.1025 | 92.2473 | 86.9145 | 91.9109 | 92.2922 | 12.8696 | | No log | 34.0 | 102 | 0.0927 | 92.2473 | 86.9145 | 91.9109 | 92.2922 | 12.8696 | | No log | 35.0 | 105 | 0.0858 | 94.4127 | 88.6778 | 93.3355 | 94.3427 | 13.2174 | | No log | 36.0 | 108 | 0.0777 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 | | No log | 37.0 | 111 | 0.0698 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 | | No log | 38.0 | 114 | 0.0616 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 | | No log | 39.0 | 117 | 0.0496 | 95.1449 | 89.4928 | 94.4928 | 95.2174 | 13.1739 | | No log | 40.0 | 120 | 0.0431 | 93.7681 | 88.0435 | 93.7681 | 93.8406 | 13.087 | | No log | 41.0 | 123 | 0.0414 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 | | No log | 42.0 | 126 | 0.0393 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 | | No log | 43.0 | 129 | 0.0370 | 95.1449 | 90.2174 | 94.9275 | 95.2174 | 13.1739 | | No log | 44.0 | 132 | 0.0329 | 96.1836 | 91.4596 | 96.1353 | 96.3043 | 13.2826 | | No log | 45.0 | 135 | 0.0304 | 96.6184 | 92.5466 | 96.6184 | 96.7391 | 13.3478 | | No log | 46.0 | 138 | 0.0294 | 96.6184 | 92.5466 | 96.6184 | 96.7391 | 13.3478 | | No log | 47.0 | 141 | 0.0292 | 96.7391 | 93.1159 | 96.4803 | 96.9203 | 13.3913 | | No log | 48.0 | 144 | 0.0290 | 96.7391 | 92.7536 | 96.0663 | 96.9203 | 13.3913 | | No log | 49.0 | 147 | 0.0290 | 98.913 | 97.2826 | 98.323 | 98.913 | 13.587 | | No log | 50.0 | 150 | 0.0299 | 98.913 | 97.2826 | 98.323 | 98.913 | 13.587 | | No log | 51.0 | 153 | 0.0310 | 97.4638 | 93.8768 | 96.0145 | 97.4638 | 13.4565 | | No log | 52.0 | 156 | 0.0320 | 98.913 | 95.1449 | 96.6097 | 98.913 | 13.587 | | No log | 53.0 | 159 | 0.0341 | 97.4638 | 91.413 | 94.001 | 97.4638 | 13.4565 | | No log | 54.0 | 162 | 0.0364 | 97.4638 | 91.0326 | 93.6465 | 97.4638 | 13.4565 | | No log | 55.0 | 165 | 0.0377 | 97.4638 | 91.0326 | 93.6465 | 97.4638 | 13.4565 | | No log | 56.0 | 168 | 0.0389 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 | | No log | 57.0 | 171 | 0.0399 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 | | No log | 58.0 | 174 | 0.0402 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 | | No log | 59.0 | 177 | 0.0412 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 | | No log | 60.0 | 180 | 0.0430 | 98.913 | 93.2246 | 95.0311 | 98.913 | 13.587 | | No log | 61.0 | 183 | 0.0454 | 98.913 | 92.6268 | 94.5575 | 98.913 | 13.587 | | No log | 62.0 | 186 | 0.0471 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 63.0 | 189 | 0.0477 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 64.0 | 192 | 0.0481 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 65.0 | 195 | 0.0496 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 66.0 | 198 | 0.0512 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 67.0 | 201 | 0.0530 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 68.0 | 204 | 0.0551 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 69.0 | 207 | 0.0567 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 70.0 | 210 | 0.0577 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 71.0 | 213 | 0.0590 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 72.0 | 216 | 0.0600 | 98.913 | 92.192 | 94.146 | 98.913 | 13.587 | | No log | 73.0 | 219 | 0.0611 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 74.0 | 222 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 75.0 | 225 | 0.0614 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 76.0 | 228 | 0.0601 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 77.0 | 231 | 0.0594 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 78.0 | 234 | 0.0595 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 79.0 | 237 | 0.0597 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 80.0 | 240 | 0.0607 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 81.0 | 243 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 82.0 | 246 | 0.0620 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 83.0 | 249 | 0.0619 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 84.0 | 252 | 0.0615 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 85.0 | 255 | 0.0619 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 86.0 | 258 | 0.0620 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 87.0 | 261 | 0.0622 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 88.0 | 264 | 0.0630 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 89.0 | 267 | 0.0632 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 90.0 | 270 | 0.0631 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 91.0 | 273 | 0.0635 | 100.0 | 93.1159 | 94.5367 | 100.0 | 13.6957 | | No log | 92.0 | 276 | 0.0637 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 93.0 | 279 | 0.0634 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 94.0 | 282 | 0.0635 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 95.0 | 285 | 0.0623 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 96.0 | 288 | 0.0607 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 97.0 | 291 | 0.0594 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 98.0 | 294 | 0.0595 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 99.0 | 297 | 0.0594 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 100.0 | 300 | 0.0601 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 101.0 | 303 | 0.0617 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 102.0 | 306 | 0.0630 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 103.0 | 309 | 0.0638 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 104.0 | 312 | 0.0650 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 105.0 | 315 | 0.0658 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 106.0 | 318 | 0.0655 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 107.0 | 321 | 0.0647 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 108.0 | 324 | 0.0632 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 109.0 | 327 | 0.0618 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 110.0 | 330 | 0.0615 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 111.0 | 333 | 0.0615 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 112.0 | 336 | 0.0616 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 113.0 | 339 | 0.0611 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 114.0 | 342 | 0.0618 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 115.0 | 345 | 0.0625 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 116.0 | 348 | 0.0626 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 117.0 | 351 | 0.0619 | 100.0 | 90.9058 | 93.4886 | 100.0 | 13.6957 | | No log | 118.0 | 354 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 119.0 | 357 | 0.0598 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 120.0 | 360 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 121.0 | 363 | 0.0574 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 122.0 | 366 | 0.0572 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 123.0 | 369 | 0.0575 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 124.0 | 372 | 0.0582 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 125.0 | 375 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 126.0 | 378 | 0.0597 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 127.0 | 381 | 0.0605 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 128.0 | 384 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 129.0 | 387 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 130.0 | 390 | 0.0634 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 131.0 | 393 | 0.0640 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 132.0 | 396 | 0.0640 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 133.0 | 399 | 0.0632 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 134.0 | 402 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 135.0 | 405 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 136.0 | 408 | 0.0595 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 137.0 | 411 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 138.0 | 414 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 139.0 | 417 | 0.0584 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 140.0 | 420 | 0.0580 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 141.0 | 423 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 142.0 | 426 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 143.0 | 429 | 0.0584 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 144.0 | 432 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 145.0 | 435 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 146.0 | 438 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 147.0 | 441 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 148.0 | 444 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 149.0 | 447 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 150.0 | 450 | 0.0589 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 151.0 | 453 | 0.0599 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 152.0 | 456 | 0.0603 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 153.0 | 459 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 154.0 | 462 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 155.0 | 465 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 156.0 | 468 | 0.0613 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 157.0 | 471 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 158.0 | 474 | 0.0608 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 159.0 | 477 | 0.0605 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 160.0 | 480 | 0.0598 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 161.0 | 483 | 0.0594 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 162.0 | 486 | 0.0593 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 163.0 | 489 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 164.0 | 492 | 0.0585 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 165.0 | 495 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | No log | 166.0 | 498 | 0.0570 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 167.0 | 501 | 0.0563 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 168.0 | 504 | 0.0560 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 169.0 | 507 | 0.0560 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 170.0 | 510 | 0.0562 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 171.0 | 513 | 0.0563 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 172.0 | 516 | 0.0565 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 173.0 | 519 | 0.0568 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 174.0 | 522 | 0.0576 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 175.0 | 525 | 0.0583 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 176.0 | 528 | 0.0586 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 177.0 | 531 | 0.0584 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 178.0 | 534 | 0.0579 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 179.0 | 537 | 0.0575 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 180.0 | 540 | 0.0576 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 181.0 | 543 | 0.0578 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 182.0 | 546 | 0.0576 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 183.0 | 549 | 0.0575 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 184.0 | 552 | 0.0577 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 185.0 | 555 | 0.0577 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 186.0 | 558 | 0.0576 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 187.0 | 561 | 0.0575 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 188.0 | 564 | 0.0573 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 189.0 | 567 | 0.0571 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 190.0 | 570 | 0.0570 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 191.0 | 573 | 0.0567 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 192.0 | 576 | 0.0564 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 193.0 | 579 | 0.0562 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 194.0 | 582 | 0.0562 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 195.0 | 585 | 0.0565 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 196.0 | 588 | 0.0563 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 197.0 | 591 | 0.0560 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 198.0 | 594 | 0.0558 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 199.0 | 597 | 0.0559 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 200.0 | 600 | 0.0562 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 201.0 | 603 | 0.0568 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 202.0 | 606 | 0.0572 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 203.0 | 609 | 0.0575 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 204.0 | 612 | 0.0577 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 205.0 | 615 | 0.0580 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 206.0 | 618 | 0.0580 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 207.0 | 621 | 0.0580 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 208.0 | 624 | 0.0577 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 209.0 | 627 | 0.0577 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 210.0 | 630 | 0.0576 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 211.0 | 633 | 0.0573 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 212.0 | 636 | 0.0571 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 213.0 | 639 | 0.0571 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 214.0 | 642 | 0.0573 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 215.0 | 645 | 0.0574 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 216.0 | 648 | 0.0579 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 217.0 | 651 | 0.0584 | 100.0 | 91.9203 | 94.2702 | 100.0 | 13.6957 | | 0.4684 | 218.0 | 654 | 0.0588 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 219.0 | 657 | 0.0591 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 220.0 | 660 | 0.0593 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 221.0 | 663 | 0.0594 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 222.0 | 666 | 0.0595 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 223.0 | 669 | 0.0595 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 224.0 | 672 | 0.0596 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 225.0 | 675 | 0.0596 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 226.0 | 678 | 0.0596 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 227.0 | 681 | 0.0597 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 228.0 | 684 | 0.0599 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 229.0 | 687 | 0.0601 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 230.0 | 690 | 0.0605 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 231.0 | 693 | 0.0609 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 232.0 | 696 | 0.0611 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 233.0 | 699 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 234.0 | 702 | 0.0615 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 235.0 | 705 | 0.0616 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 236.0 | 708 | 0.0619 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 237.0 | 711 | 0.0620 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 238.0 | 714 | 0.0621 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 239.0 | 717 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 240.0 | 720 | 0.0622 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 241.0 | 723 | 0.0621 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 242.0 | 726 | 0.0620 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 243.0 | 729 | 0.0618 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 244.0 | 732 | 0.0616 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 245.0 | 735 | 0.0615 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 246.0 | 738 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 247.0 | 741 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 248.0 | 744 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 249.0 | 747 | 0.0615 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 250.0 | 750 | 0.0615 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 251.0 | 753 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 252.0 | 756 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 253.0 | 759 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 254.0 | 762 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 255.0 | 765 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | | 0.4684 | 256.0 | 768 | 0.0614 | 100.0 | 91.3225 | 93.8251 | 100.0 | 13.6957 | ### Framework versions - Transformers 4.32.0 - Pytorch 2.0.1+cu118 - Datasets 2.14.4 - Tokenizers 0.13.3