--- license: cc-by-4.0 base_model: deepset/bert-base-cased-squad2 tags: - generated_from_trainer model-index: - name: bert-29 results: [] --- # bert-29 This model is a fine-tuned version of [deepset/bert-base-cased-squad2](https://huggingface.co/deepset/bert-base-cased-squad2) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 6.1544 ## 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: 4 - eval_batch_size: 4 - 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 | |:-------------:|:-----:|:----:|:---------------:| | 10.3108 | 0.02 | 5 | 12.3308 | | 11.3676 | 0.05 | 10 | 12.2829 | | 12.0965 | 0.07 | 15 | 12.2339 | | 10.877 | 0.09 | 20 | 12.1855 | | 11.5463 | 0.11 | 25 | 12.1375 | | 10.4439 | 0.14 | 30 | 12.0898 | | 11.3519 | 0.16 | 35 | 12.0421 | | 11.2558 | 0.18 | 40 | 11.9943 | | 11.0568 | 0.21 | 45 | 11.9462 | | 11.3265 | 0.23 | 50 | 11.8980 | | 9.511 | 0.25 | 55 | 11.8505 | | 10.6662 | 0.28 | 60 | 11.8043 | | 10.2726 | 0.3 | 65 | 11.7576 | | 11.1502 | 0.32 | 70 | 11.7108 | | 11.2245 | 0.34 | 75 | 11.6640 | | 10.3183 | 0.37 | 80 | 11.6173 | | 11.3083 | 0.39 | 85 | 11.5707 | | 10.0481 | 0.41 | 90 | 11.5243 | | 10.6689 | 0.44 | 95 | 11.4780 | | 10.299 | 0.46 | 100 | 11.4322 | | 10.9093 | 0.48 | 105 | 11.3863 | | 10.0403 | 0.5 | 110 | 11.3403 | | 10.3065 | 0.53 | 115 | 11.2948 | | 10.4771 | 0.55 | 120 | 11.2493 | | 9.685 | 0.57 | 125 | 11.2040 | | 9.6081 | 0.6 | 130 | 11.1592 | | 9.9776 | 0.62 | 135 | 11.1145 | | 9.8161 | 0.64 | 140 | 11.0705 | | 10.078 | 0.67 | 145 | 11.0263 | | 10.5549 | 0.69 | 150 | 10.9828 | | 9.9488 | 0.71 | 155 | 10.9384 | | 10.1075 | 0.73 | 160 | 10.8946 | | 9.4674 | 0.76 | 165 | 10.8509 | | 10.077 | 0.78 | 170 | 10.8070 | | 9.5688 | 0.8 | 175 | 10.7636 | | 8.9946 | 0.83 | 180 | 10.7205 | | 10.4224 | 0.85 | 185 | 10.6776 | | 8.6883 | 0.87 | 190 | 10.6344 | | 9.5508 | 0.89 | 195 | 10.5919 | | 9.3088 | 0.92 | 200 | 10.5493 | | 9.3799 | 0.94 | 205 | 10.5072 | | 8.8564 | 0.96 | 210 | 10.4656 | | 8.7775 | 0.99 | 215 | 10.4237 | | 9.4815 | 1.01 | 220 | 10.3824 | | 9.2469 | 1.03 | 225 | 10.3411 | | 8.5056 | 1.06 | 230 | 10.3003 | | 9.8006 | 1.08 | 235 | 10.2595 | | 9.185 | 1.1 | 240 | 10.2181 | | 9.3379 | 1.12 | 245 | 10.1769 | | 8.5696 | 1.15 | 250 | 10.1359 | | 8.4981 | 1.17 | 255 | 10.0960 | | 8.9066 | 1.19 | 260 | 10.0554 | | 9.043 | 1.22 | 265 | 10.0155 | | 7.9105 | 1.24 | 270 | 9.9762 | | 8.8268 | 1.26 | 275 | 9.9372 | | 8.5896 | 1.28 | 280 | 9.8979 | | 8.9422 | 1.31 | 285 | 9.8578 | | 8.2276 | 1.33 | 290 | 9.8188 | | 9.1443 | 1.35 | 295 | 9.7795 | | 8.7467 | 1.38 | 300 | 9.7404 | | 9.1588 | 1.4 | 305 | 9.7015 | | 8.9789 | 1.42 | 310 | 9.6630 | | 7.9135 | 1.44 | 315 | 9.6252 | | 8.9771 | 1.47 | 320 | 9.5876 | | 8.7356 | 1.49 | 325 | 9.5499 | | 8.1398 | 1.51 | 330 | 9.5128 | | 8.4803 | 1.54 | 335 | 9.4754 | | 8.5553 | 1.56 | 340 | 9.4385 | | 8.6194 | 1.58 | 345 | 9.4006 | | 8.1879 | 1.61 | 350 | 9.3633 | | 8.1535 | 1.63 | 355 | 9.3269 | | 8.8795 | 1.65 | 360 | 9.2899 | | 8.4935 | 1.67 | 365 | 9.2536 | | 8.5901 | 1.7 | 370 | 9.2170 | | 8.3013 | 1.72 | 375 | 9.1808 | | 8.1959 | 1.74 | 380 | 9.1448 | | 8.1158 | 1.77 | 385 | 9.1093 | | 7.6286 | 1.79 | 390 | 9.0741 | | 8.2353 | 1.81 | 395 | 9.0397 | | 7.822 | 1.83 | 400 | 9.0050 | | 8.0979 | 1.86 | 405 | 8.9706 | | 8.7221 | 1.88 | 410 | 8.9365 | | 7.8976 | 1.9 | 415 | 8.9018 | | 8.1378 | 1.93 | 420 | 8.8677 | | 7.8131 | 1.95 | 425 | 8.8335 | | 8.2754 | 1.97 | 430 | 8.7997 | | 7.6972 | 2.0 | 435 | 8.7658 | | 7.99 | 2.02 | 440 | 8.7324 | | 7.7428 | 2.04 | 445 | 8.6995 | | 8.0031 | 2.06 | 450 | 8.6671 | | 7.9012 | 2.09 | 455 | 8.6346 | | 7.1693 | 2.11 | 460 | 8.6023 | | 7.8746 | 2.13 | 465 | 8.5700 | | 7.3467 | 2.16 | 470 | 8.5386 | | 7.863 | 2.18 | 475 | 8.5073 | | 7.5655 | 2.2 | 480 | 8.4759 | | 7.8374 | 2.22 | 485 | 8.4446 | | 7.731 | 2.25 | 490 | 8.4132 | | 7.6392 | 2.27 | 495 | 8.3820 | | 7.4547 | 2.29 | 500 | 8.3509 | | 7.4642 | 2.32 | 505 | 8.3204 | | 7.9489 | 2.34 | 510 | 8.2902 | | 7.046 | 2.36 | 515 | 8.2605 | | 7.2211 | 2.39 | 520 | 8.2313 | | 7.2287 | 2.41 | 525 | 8.2026 | | 7.0018 | 2.43 | 530 | 8.1745 | | 7.4544 | 2.45 | 535 | 8.1465 | | 7.8701 | 2.48 | 540 | 8.1183 | | 7.2614 | 2.5 | 545 | 8.0897 | | 6.9922 | 2.52 | 550 | 8.0616 | | 7.1671 | 2.55 | 555 | 8.0342 | | 7.7866 | 2.57 | 560 | 8.0062 | | 6.9815 | 2.59 | 565 | 7.9786 | | 6.9534 | 2.61 | 570 | 7.9514 | | 7.2225 | 2.64 | 575 | 7.9251 | | 7.1113 | 2.66 | 580 | 7.8986 | | 6.7271 | 2.68 | 585 | 7.8728 | | 7.132 | 2.71 | 590 | 7.8475 | | 6.8046 | 2.73 | 595 | 7.8227 | | 7.3063 | 2.75 | 600 | 7.7977 | | 6.8367 | 2.78 | 605 | 7.7724 | | 7.161 | 2.8 | 610 | 7.7475 | | 6.6636 | 2.82 | 615 | 7.7231 | | 7.3229 | 2.84 | 620 | 7.6984 | | 6.6655 | 2.87 | 625 | 7.6743 | | 6.8593 | 2.89 | 630 | 7.6502 | | 6.8838 | 2.91 | 635 | 7.6263 | | 7.0462 | 2.94 | 640 | 7.6031 | | 6.7336 | 2.96 | 645 | 7.5800 | | 6.5167 | 2.98 | 650 | 7.5580 | | 6.6102 | 3.0 | 655 | 7.5359 | | 6.8039 | 3.03 | 660 | 7.5140 | | 7.1668 | 3.05 | 665 | 7.4918 | | 6.6394 | 3.07 | 670 | 7.4694 | | 6.8593 | 3.1 | 675 | 7.4473 | | 6.4022 | 3.12 | 680 | 7.4258 | | 6.9173 | 3.14 | 685 | 7.4050 | | 6.2071 | 3.17 | 690 | 7.3850 | | 6.512 | 3.19 | 695 | 7.3654 | | 6.6548 | 3.21 | 700 | 7.3459 | | 6.7666 | 3.23 | 705 | 7.3263 | | 6.3916 | 3.26 | 710 | 7.3066 | | 6.7645 | 3.28 | 715 | 7.2874 | | 6.5965 | 3.3 | 720 | 7.2679 | | 6.5361 | 3.33 | 725 | 7.2490 | | 6.8693 | 3.35 | 730 | 7.2295 | | 6.3229 | 3.37 | 735 | 7.2106 | | 6.7505 | 3.39 | 740 | 7.1919 | | 6.4917 | 3.42 | 745 | 7.1739 | | 6.5649 | 3.44 | 750 | 7.1566 | | 6.5177 | 3.46 | 755 | 7.1392 | | 6.6282 | 3.49 | 760 | 7.1219 | | 6.5035 | 3.51 | 765 | 7.1051 | | 6.5631 | 3.53 | 770 | 7.0880 | | 6.4593 | 3.56 | 775 | 7.0715 | | 6.5314 | 3.58 | 780 | 7.0554 | | 6.2695 | 3.6 | 785 | 7.0400 | | 6.4792 | 3.62 | 790 | 7.0249 | | 6.7222 | 3.65 | 795 | 7.0091 | | 6.4972 | 3.67 | 800 | 6.9931 | | 6.3063 | 3.69 | 805 | 6.9776 | | 6.1834 | 3.72 | 810 | 6.9630 | | 6.3814 | 3.74 | 815 | 6.9485 | | 6.3444 | 3.76 | 820 | 6.9339 | | 6.3784 | 3.78 | 825 | 6.9195 | | 6.4047 | 3.81 | 830 | 6.9052 | | 6.2368 | 3.83 | 835 | 6.8916 | | 6.1245 | 3.85 | 840 | 6.8784 | | 6.3089 | 3.88 | 845 | 6.8657 | | 6.3674 | 3.9 | 850 | 6.8526 | | 6.4337 | 3.92 | 855 | 6.8393 | | 6.2115 | 3.94 | 860 | 6.8270 | | 6.2734 | 3.97 | 865 | 6.8145 | | 6.2301 | 3.99 | 870 | 6.8023 | | 6.0973 | 4.01 | 875 | 6.7905 | | 6.2143 | 4.04 | 880 | 6.7785 | | 6.4512 | 4.06 | 885 | 6.7665 | | 6.1737 | 4.08 | 890 | 6.7545 | | 6.3221 | 4.11 | 895 | 6.7427 | | 6.2879 | 4.13 | 900 | 6.7313 | | 5.9436 | 4.15 | 905 | 6.7214 | | 6.1258 | 4.17 | 910 | 6.7126 | | 6.2819 | 4.2 | 915 | 6.7031 | | 6.1344 | 4.22 | 920 | 6.6934 | | 6.3769 | 4.24 | 925 | 6.6833 | | 6.3609 | 4.27 | 930 | 6.6731 | | 5.9827 | 4.29 | 935 | 6.6632 | | 6.039 | 4.31 | 940 | 6.6541 | | 6.0012 | 4.33 | 945 | 6.6451 | | 6.0147 | 4.36 | 950 | 6.6362 | | 5.8187 | 4.38 | 955 | 6.6275 | | 5.9193 | 4.4 | 960 | 6.6191 | | 6.28 | 4.43 | 965 | 6.6115 | | 6.2678 | 4.45 | 970 | 6.6027 | | 6.0973 | 4.47 | 975 | 6.5940 | | 6.0822 | 4.5 | 980 | 6.5855 | | 6.1009 | 4.52 | 985 | 6.5775 | | 6.1271 | 4.54 | 990 | 6.5701 | | 6.1592 | 4.56 | 995 | 6.5623 | | 6.1096 | 4.59 | 1000 | 6.5551 | | 5.9785 | 4.61 | 1005 | 6.5481 | | 6.3988 | 4.63 | 1010 | 6.5409 | | 6.0417 | 4.66 | 1015 | 6.5335 | | 6.1195 | 4.68 | 1020 | 6.5261 | | 6.0588 | 4.7 | 1025 | 6.5189 | | 6.1183 | 4.72 | 1030 | 6.5121 | | 5.9251 | 4.75 | 1035 | 6.5057 | | 5.9547 | 4.77 | 1040 | 6.5001 | | 6.0658 | 4.79 | 1045 | 6.4946 | | 6.1259 | 4.82 | 1050 | 6.4889 | | 6.0679 | 4.84 | 1055 | 6.4828 | | 6.0607 | 4.86 | 1060 | 6.4769 | | 5.9526 | 4.89 | 1065 | 6.4715 | | 6.0828 | 4.91 | 1070 | 6.4658 | | 5.9547 | 4.93 | 1075 | 6.4605 | | 6.1024 | 4.95 | 1080 | 6.4551 | | 5.9813 | 4.98 | 1085 | 6.4495 | | 5.8972 | 5.0 | 1090 | 6.4440 | | 5.7935 | 5.02 | 1095 | 6.4390 | | 5.9187 | 5.05 | 1100 | 6.4349 | | 5.9726 | 5.07 | 1105 | 6.4305 | | 6.1756 | 5.09 | 1110 | 6.4254 | | 5.8363 | 5.11 | 1115 | 6.4208 | | 5.9026 | 5.14 | 1120 | 6.4165 | | 6.07 | 5.16 | 1125 | 6.4123 | | 5.963 | 5.18 | 1130 | 6.4077 | | 5.8744 | 5.21 | 1135 | 6.4032 | | 5.7556 | 5.23 | 1140 | 6.3994 | | 5.9779 | 5.25 | 1145 | 6.3952 | | 5.972 | 5.28 | 1150 | 6.3913 | | 5.9615 | 5.3 | 1155 | 6.3873 | | 5.996 | 5.32 | 1160 | 6.3834 | | 5.8424 | 5.34 | 1165 | 6.3795 | | 5.7417 | 5.37 | 1170 | 6.3762 | | 5.9022 | 5.39 | 1175 | 6.3727 | | 6.0184 | 5.41 | 1180 | 6.3693 | | 5.749 | 5.44 | 1185 | 6.3659 | | 5.773 | 5.46 | 1190 | 6.3631 | | 6.0517 | 5.48 | 1195 | 6.3601 | | 5.7407 | 5.5 | 1200 | 6.3573 | | 5.9687 | 5.53 | 1205 | 6.3549 | | 5.9979 | 5.55 | 1210 | 6.3518 | | 6.1084 | 5.57 | 1215 | 6.3482 | | 5.8697 | 5.6 | 1220 | 6.3447 | | 6.0638 | 5.62 | 1225 | 6.3409 | | 6.118 | 5.64 | 1230 | 6.3371 | | 5.7951 | 5.67 | 1235 | 6.3334 | | 5.7953 | 5.69 | 1240 | 6.3302 | | 5.9258 | 5.71 | 1245 | 6.3272 | | 6.0077 | 5.73 | 1250 | 6.3240 | | 5.7704 | 5.76 | 1255 | 6.3209 | | 5.8541 | 5.78 | 1260 | 6.3181 | | 5.9699 | 5.8 | 1265 | 6.3153 | | 5.8741 | 5.83 | 1270 | 6.3126 | | 5.917 | 5.85 | 1275 | 6.3100 | | 5.9787 | 5.87 | 1280 | 6.3070 | | 5.9342 | 5.89 | 1285 | 6.3044 | | 6.0153 | 5.92 | 1290 | 6.3018 | | 5.9102 | 5.94 | 1295 | 6.2993 | | 5.8239 | 5.96 | 1300 | 6.2970 | | 5.8519 | 5.99 | 1305 | 6.2946 | | 5.7885 | 6.01 | 1310 | 6.2925 | | 5.7097 | 6.03 | 1315 | 6.2907 | | 5.8986 | 6.06 | 1320 | 6.2885 | | 5.9841 | 6.08 | 1325 | 6.2864 | | 5.706 | 6.1 | 1330 | 6.2843 | | 5.6936 | 6.12 | 1335 | 6.2827 | | 5.8226 | 6.15 | 1340 | 6.2810 | | 5.8315 | 6.17 | 1345 | 6.2791 | | 5.9115 | 6.19 | 1350 | 6.2774 | | 5.8574 | 6.22 | 1355 | 6.2754 | | 5.6731 | 6.24 | 1360 | 6.2736 | | 5.8267 | 6.26 | 1365 | 6.2719 | | 5.9179 | 6.28 | 1370 | 6.2699 | | 5.8623 | 6.31 | 1375 | 6.2682 | | 5.5588 | 6.33 | 1380 | 6.2668 | | 5.675 | 6.35 | 1385 | 6.2656 | | 5.9247 | 6.38 | 1390 | 6.2642 | | 5.9254 | 6.4 | 1395 | 6.2624 | | 5.6931 | 6.42 | 1400 | 6.2608 | | 5.872 | 6.44 | 1405 | 6.2593 | | 5.9024 | 6.47 | 1410 | 6.2574 | | 5.8604 | 6.49 | 1415 | 6.2557 | | 5.7363 | 6.51 | 1420 | 6.2541 | | 5.7869 | 6.54 | 1425 | 6.2528 | | 6.0195 | 6.56 | 1430 | 6.2511 | | 5.8393 | 6.58 | 1435 | 6.2493 | | 5.7697 | 6.61 | 1440 | 6.2476 | | 5.9471 | 6.63 | 1445 | 6.2460 | | 5.9015 | 6.65 | 1450 | 6.2440 | | 5.9454 | 6.67 | 1455 | 6.2419 | | 5.9572 | 6.7 | 1460 | 6.2399 | | 5.8503 | 6.72 | 1465 | 6.2381 | | 5.8685 | 6.74 | 1470 | 6.2361 | | 5.9132 | 6.77 | 1475 | 6.2344 | | 6.0508 | 6.79 | 1480 | 6.2325 | | 5.7752 | 6.81 | 1485 | 6.2307 | | 5.7491 | 6.83 | 1490 | 6.2292 | | 5.8327 | 6.86 | 1495 | 6.2279 | | 5.8021 | 6.88 | 1500 | 6.2266 | | 5.909 | 6.9 | 1505 | 6.2253 | | 5.7635 | 6.93 | 1510 | 6.2237 | | 5.7958 | 6.95 | 1515 | 6.2225 | | 5.7834 | 6.97 | 1520 | 6.2212 | | 5.8064 | 7.0 | 1525 | 6.2202 | | 5.7643 | 7.02 | 1530 | 6.2191 | | 5.7698 | 7.04 | 1535 | 6.2181 | | 5.947 | 7.06 | 1540 | 6.2168 | | 5.651 | 7.09 | 1545 | 6.2156 | | 5.7821 | 7.11 | 1550 | 6.2144 | | 5.9321 | 7.13 | 1555 | 6.2133 | | 5.7556 | 7.16 | 1560 | 6.2122 | | 5.9326 | 7.18 | 1565 | 6.2109 | | 5.8153 | 7.2 | 1570 | 6.2098 | | 5.8886 | 7.22 | 1575 | 6.2086 | | 5.791 | 7.25 | 1580 | 6.2075 | | 5.6872 | 7.27 | 1585 | 6.2066 | | 5.8454 | 7.29 | 1590 | 6.2054 | | 5.6718 | 7.32 | 1595 | 6.2045 | | 5.94 | 7.34 | 1600 | 6.2034 | | 5.7839 | 7.36 | 1605 | 6.2023 | | 5.7479 | 7.39 | 1610 | 6.2014 | | 5.7667 | 7.41 | 1615 | 6.2004 | | 5.6903 | 7.43 | 1620 | 6.1996 | | 5.7733 | 7.45 | 1625 | 6.1988 | | 5.7689 | 7.48 | 1630 | 6.1978 | | 5.6635 | 7.5 | 1635 | 6.1972 | | 5.6859 | 7.52 | 1640 | 6.1965 | | 5.9551 | 7.55 | 1645 | 6.1955 | | 5.9198 | 7.57 | 1650 | 6.1945 | | 5.8671 | 7.59 | 1655 | 6.1935 | | 5.8787 | 7.61 | 1660 | 6.1926 | | 5.672 | 7.64 | 1665 | 6.1916 | | 5.6778 | 7.66 | 1670 | 6.1908 | | 5.7932 | 7.68 | 1675 | 6.1901 | | 5.7728 | 7.71 | 1680 | 6.1893 | | 5.7485 | 7.73 | 1685 | 6.1885 | | 5.7004 | 7.75 | 1690 | 6.1878 | | 5.8689 | 7.78 | 1695 | 6.1871 | | 5.8178 | 7.8 | 1700 | 6.1862 | | 5.7805 | 7.82 | 1705 | 6.1855 | | 5.6899 | 7.84 | 1710 | 6.1847 | | 5.7139 | 7.87 | 1715 | 6.1841 | | 5.8343 | 7.89 | 1720 | 6.1834 | | 5.617 | 7.91 | 1725 | 6.1828 | | 5.6653 | 7.94 | 1730 | 6.1822 | | 5.7244 | 7.96 | 1735 | 6.1817 | | 5.7212 | 7.98 | 1740 | 6.1811 | | 5.8714 | 8.0 | 1745 | 6.1806 | | 5.7405 | 8.03 | 1750 | 6.1798 | | 5.9066 | 8.05 | 1755 | 6.1792 | | 5.8379 | 8.07 | 1760 | 6.1786 | | 5.8899 | 8.1 | 1765 | 6.1778 | | 5.835 | 8.12 | 1770 | 6.1770 | | 5.691 | 8.14 | 1775 | 6.1764 | | 5.9066 | 8.17 | 1780 | 6.1758 | | 5.7688 | 8.19 | 1785 | 6.1751 | | 5.7538 | 8.21 | 1790 | 6.1746 | | 5.6364 | 8.23 | 1795 | 6.1740 | | 5.8411 | 8.26 | 1800 | 6.1734 | | 5.7645 | 8.28 | 1805 | 6.1729 | | 5.8873 | 8.3 | 1810 | 6.1723 | | 5.5752 | 8.33 | 1815 | 6.1718 | | 5.8784 | 8.35 | 1820 | 6.1712 | | 5.7117 | 8.37 | 1825 | 6.1710 | | 5.8186 | 8.39 | 1830 | 6.1704 | | 5.6907 | 8.42 | 1835 | 6.1699 | | 5.7 | 8.44 | 1840 | 6.1694 | | 5.5417 | 8.46 | 1845 | 6.1692 | | 5.8637 | 8.49 | 1850 | 6.1687 | | 5.7281 | 8.51 | 1855 | 6.1682 | | 5.6528 | 8.53 | 1860 | 6.1677 | | 5.7258 | 8.56 | 1865 | 6.1674 | | 5.7621 | 8.58 | 1870 | 6.1669 | | 5.7232 | 8.6 | 1875 | 6.1666 | | 5.5538 | 8.62 | 1880 | 6.1661 | | 5.7917 | 8.65 | 1885 | 6.1658 | | 5.8579 | 8.67 | 1890 | 6.1654 | | 5.6824 | 8.69 | 1895 | 6.1649 | | 5.7336 | 8.72 | 1900 | 6.1646 | | 5.7791 | 8.74 | 1905 | 6.1641 | | 5.5699 | 8.76 | 1910 | 6.1638 | | 5.7826 | 8.78 | 1915 | 6.1634 | | 5.6718 | 8.81 | 1920 | 6.1632 | | 5.829 | 8.83 | 1925 | 6.1629 | | 5.5786 | 8.85 | 1930 | 6.1625 | | 5.7453 | 8.88 | 1935 | 6.1622 | | 5.6309 | 8.9 | 1940 | 6.1620 | | 5.7146 | 8.92 | 1945 | 6.1617 | | 5.7131 | 8.94 | 1950 | 6.1614 | | 5.7432 | 8.97 | 1955 | 6.1609 | | 5.6304 | 8.99 | 1960 | 6.1607 | | 5.6925 | 9.01 | 1965 | 6.1605 | | 5.7406 | 9.04 | 1970 | 6.1601 | | 5.6347 | 9.06 | 1975 | 6.1600 | | 5.6896 | 9.08 | 1980 | 6.1597 | | 5.6159 | 9.11 | 1985 | 6.1594 | | 5.9093 | 9.13 | 1990 | 6.1593 | | 5.7172 | 9.15 | 1995 | 6.1590 | | 5.7223 | 9.17 | 2000 | 6.1587 | | 5.6943 | 9.2 | 2005 | 6.1586 | | 5.7278 | 9.22 | 2010 | 6.1585 | | 5.6541 | 9.24 | 2015 | 6.1583 | | 5.8852 | 9.27 | 2020 | 6.1580 | | 5.8833 | 9.29 | 2025 | 6.1579 | | 5.6182 | 9.31 | 2030 | 6.1577 | | 5.7419 | 9.33 | 2035 | 6.1575 | | 5.8911 | 9.36 | 2040 | 6.1572 | | 5.6314 | 9.38 | 2045 | 6.1571 | | 5.714 | 9.4 | 2050 | 6.1568 | | 5.7446 | 9.43 | 2055 | 6.1566 | | 5.7887 | 9.45 | 2060 | 6.1565 | | 5.8779 | 9.47 | 2065 | 6.1563 | | 5.7857 | 9.5 | 2070 | 6.1561 | | 5.8314 | 9.52 | 2075 | 6.1560 | | 5.584 | 9.54 | 2080 | 6.1558 | | 5.6878 | 9.56 | 2085 | 6.1556 | | 5.9123 | 9.59 | 2090 | 6.1555 | | 5.7777 | 9.61 | 2095 | 6.1554 | | 5.8798 | 9.63 | 2100 | 6.1554 | | 5.7343 | 9.66 | 2105 | 6.1552 | | 5.6734 | 9.68 | 2110 | 6.1550 | | 5.6331 | 9.7 | 2115 | 6.1550 | | 5.5947 | 9.72 | 2120 | 6.1550 | | 5.8934 | 9.75 | 2125 | 6.1549 | | 5.6424 | 9.77 | 2130 | 6.1548 | | 5.4537 | 9.79 | 2135 | 6.1548 | | 5.799 | 9.82 | 2140 | 6.1547 | | 5.5778 | 9.84 | 2145 | 6.1546 | | 5.6188 | 9.86 | 2150 | 6.1546 | | 5.8389 | 9.89 | 2155 | 6.1545 | | 5.7505 | 9.91 | 2160 | 6.1544 | | 5.7237 | 9.93 | 2165 | 6.1544 | | 5.7 | 9.95 | 2170 | 6.1544 | | 5.7322 | 9.98 | 2175 | 6.1544 | | 5.6562 | 10.0 | 2180 | 6.1544 | ### Framework versions - Transformers 4.34.1 - Pytorch 2.0.1+cu118 - Datasets 2.14.5 - Tokenizers 0.14.1