bert-cased

README.md

@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 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: 5.4502
+- Loss: 6.1568
 
 ## Model description
 
@@ -40,448 +40,55 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 10
+- num_epochs: 1
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 10.223        | 0.02  | 5    | 11.9913         |
-| 10.8523       | 0.05  | 10   | 11.5145         |
-| 11.086        | 0.07  | 15   | 11.0371         |
-| 9.6289        | 0.09  | 20   | 10.5684         |
-| 9.72          | 0.11  | 25   | 10.1112         |
-| 8.4493        | 0.14  | 30   | 9.6688          |
-| 8.8585        | 0.16  | 35   | 9.2391          |
-| 8.4229        | 0.18  | 40   | 8.8177          |
-| 7.8945        | 0.21  | 45   | 8.4118          |
-| 7.8876        | 0.23  | 50   | 8.0288          |
-| 6.4909        | 0.25  | 55   | 7.6809          |
-| 6.746         | 0.28  | 60   | 7.3743          |
-| 6.5319        | 0.3   | 65   | 7.0997          |
-| 6.634         | 0.32  | 70   | 6.8609          |
-| 6.2445        | 0.34  | 75   | 6.6653          |
-| 6.0545        | 0.37  | 80   | 6.5160          |
-| 6.3467        | 0.39  | 85   | 6.4028          |
-| 6.0512        | 0.41  | 90   | 6.3212          |
-| 5.7648        | 0.44  | 95   | 6.2668          |
-| 5.8706        | 0.46  | 100  | 6.2278          |
-| 5.9064        | 0.48  | 105  | 6.1932          |
-| 5.6687        | 0.5   | 110  | 6.1695          |
-| 5.7971        | 0.53  | 115  | 6.1496          |
-| 5.8467        | 0.55  | 120  | 6.1282          |
-| 5.5549        | 0.57  | 125  | 6.1093          |
-| 5.6604        | 0.6   | 130  | 6.0900          |
-| 5.7023        | 0.62  | 135  | 6.0691          |
-| 5.4075        | 0.64  | 140  | 6.0513          |
-| 5.3794        | 0.67  | 145  | 6.0366          |
-| 5.4388        | 0.69  | 150  | 6.0273          |
-| 5.5245        | 0.71  | 155  | 6.0153          |
-| 5.4477        | 0.73  | 160  | 6.0009          |
-| 5.5064        | 0.76  | 165  | 5.9854          |
-| 5.449         | 0.78  | 170  | 5.9681          |
-| 5.5521        | 0.8   | 175  | 5.9505          |
-| 5.4184        | 0.83  | 180  | 5.9342          |
-| 5.5076        | 0.85  | 185  | 5.9168          |
-| 5.3001        | 0.87  | 190  | 5.8997          |
-| 5.4266        | 0.89  | 195  | 5.8855          |
-| 5.303         | 0.92  | 200  | 5.8703          |
-| 5.1433        | 0.94  | 205  | 5.8559          |
-| 5.4247        | 0.96  | 210  | 5.8443          |
-| 5.2913        | 0.99  | 215  | 5.8347          |
-| 5.2319        | 1.01  | 220  | 5.8229          |
-| 4.9284        | 1.03  | 225  | 5.8150          |
-| 5.0118        | 1.06  | 230  | 5.8098          |
-| 5.1533        | 1.08  | 235  | 5.8078          |
-| 5.201         | 1.1   | 240  | 5.8056          |
-| 5.478         | 1.12  | 245  | 5.8026          |
-| 5.1066        | 1.15  | 250  | 5.7979          |
-| 5.4474        | 1.17  | 255  | 5.7918          |
-| 5.1567        | 1.19  | 260  | 5.7841          |
-| 5.0761        | 1.22  | 265  | 5.7812          |
-| 4.5299        | 1.24  | 270  | 5.7782          |
-| 5.1725        | 1.26  | 275  | 5.7735          |
-| 5.2841        | 1.28  | 280  | 5.7678          |
-| 5.1418        | 1.31  | 285  | 5.7614          |
-| 4.8134        | 1.33  | 290  | 5.7517          |
-| 5.0168        | 1.35  | 295  | 5.7470          |
-| 5.1415        | 1.38  | 300  | 5.7425          |
-| 4.8406        | 1.4   | 305  | 5.7409          |
-| 5.1648        | 1.42  | 310  | 5.7393          |
-| 4.6012        | 1.44  | 315  | 5.7391          |
-| 5.1008        | 1.47  | 320  | 5.7400          |
-| 4.9874        | 1.49  | 325  | 5.7420          |
-| 4.7481        | 1.51  | 330  | 5.7397          |
-| 5.0807        | 1.54  | 335  | 5.7349          |
-| 4.8219        | 1.56  | 340  | 5.7280          |
-| 5.2918        | 1.58  | 345  | 5.7196          |
-| 4.7966        | 1.61  | 350  | 5.7132          |
-| 5.1547        | 1.63  | 355  | 5.7059          |
-| 4.6691        | 1.65  | 360  | 5.7027          |
-| 4.7643        | 1.67  | 365  | 5.7022          |
-| 4.7299        | 1.7   | 370  | 5.7011          |
-| 4.8645        | 1.72  | 375  | 5.6987          |
-| 4.9112        | 1.74  | 380  | 5.6921          |
-| 4.6916        | 1.77  | 385  | 5.6878          |
-| 4.5665        | 1.79  | 390  | 5.6872          |
-| 5.0208        | 1.81  | 395  | 5.6878          |
-| 4.9818        | 1.83  | 400  | 5.6881          |
-| 4.4626        | 1.86  | 405  | 5.6891          |
-| 4.2459        | 1.88  | 410  | 5.6876          |
-| 4.389         | 1.9   | 415  | 5.6903          |
-| 4.4375        | 1.93  | 420  | 5.6925          |
-| 4.8058        | 1.95  | 425  | 5.6920          |
-| 4.6665        | 1.97  | 430  | 5.6879          |
-| 5.0375        | 2.0   | 435  | 5.6815          |
-| 4.7157        | 2.02  | 440  | 5.6734          |
-| 4.5099        | 2.04  | 445  | 5.6680          |
-| 4.7305        | 2.06  | 450  | 5.6628          |
-| 5.0492        | 2.09  | 455  | 5.6574          |
-| 4.2156        | 2.11  | 460  | 5.6531          |
-| 4.8362        | 2.13  | 465  | 5.6484          |
-| 4.4528        | 2.16  | 470  | 5.6506          |
-| 4.4387        | 2.18  | 475  | 5.6565          |
-| 4.7415        | 2.2   | 480  | 5.6584          |
-| 4.3772        | 2.22  | 485  | 5.6556          |
-| 4.558         | 2.25  | 490  | 5.6521          |
-| 4.5496        | 2.27  | 495  | 5.6495          |
-| 4.6056        | 2.29  | 500  | 5.6466          |
-| 4.9125        | 2.32  | 505  | 5.6432          |
-| 4.7728        | 2.34  | 510  | 5.6411          |
-| 4.5707        | 2.36  | 515  | 5.6424          |
-| 4.3599        | 2.39  | 520  | 5.6422          |
-| 4.2373        | 2.41  | 525  | 5.6450          |
-| 3.7878        | 2.43  | 530  | 5.6470          |
-| 4.3124        | 2.45  | 535  | 5.6491          |
-| 4.4129        | 2.48  | 540  | 5.6536          |
-| 4.1161        | 2.5   | 545  | 5.6581          |
-| 4.5554        | 2.52  | 550  | 5.6545          |
-| 4.4718        | 2.55  | 555  | 5.6501          |
-| 4.5906        | 2.57  | 560  | 5.6491          |
-| 4.3833        | 2.59  | 565  | 5.6512          |
-| 4.2949        | 2.61  | 570  | 5.6532          |
-| 4.3212        | 2.64  | 575  | 5.6584          |
-| 5.0496        | 2.66  | 580  | 5.6585          |
-| 4.5141        | 2.68  | 585  | 5.6602          |
-| 4.4106        | 2.71  | 590  | 5.6634          |
-| 4.397         | 2.73  | 595  | 5.6696          |
-| 4.8454        | 2.75  | 600  | 5.6738          |
-| 4.4965        | 2.78  | 605  | 5.6724          |
-| 4.129         | 2.8   | 610  | 5.6707          |
-| 4.433         | 2.82  | 615  | 5.6646          |
-| 4.5548        | 2.84  | 620  | 5.6561          |
-| 4.411         | 2.87  | 625  | 5.6492          |
-| 4.2796        | 2.89  | 630  | 5.6445          |
-| 4.7535        | 2.91  | 635  | 5.6377          |
-| 4.4193        | 2.94  | 640  | 5.6301          |
-| 5.0327        | 2.96  | 645  | 5.6227          |
-| 4.6815        | 2.98  | 650  | 5.6193          |
-| 4.5112        | 3.0   | 655  | 5.6178          |
-| 4.6954        | 3.03  | 660  | 5.6143          |
-| 4.691         | 3.05  | 665  | 5.6119          |
-| 4.6675        | 3.07  | 670  | 5.6063          |
-| 4.7901        | 3.1   | 675  | 5.5997          |
-| 4.6184        | 3.12  | 680  | 5.5925          |
-| 4.2704        | 3.14  | 685  | 5.5915          |
-| 4.3209        | 3.17  | 690  | 5.5895          |
-| 4.5131        | 3.19  | 695  | 5.5892          |
-| 4.4782        | 3.21  | 700  | 5.5895          |
-| 4.6145        | 3.23  | 705  | 5.5899          |
-| 4.3155        | 3.26  | 710  | 5.5908          |
-| 4.2195        | 3.28  | 715  | 5.5968          |
-| 4.7464        | 3.3   | 720  | 5.5977          |
-| 4.4204        | 3.33  | 725  | 5.6000          |
-| 4.3541        | 3.35  | 730  | 5.6034          |
-| 4.0531        | 3.37  | 735  | 5.6073          |
-| 4.1244        | 3.39  | 740  | 5.6110          |
-| 4.4016        | 3.42  | 745  | 5.6131          |
-| 4.1842        | 3.44  | 750  | 5.6155          |
-| 4.4012        | 3.46  | 755  | 5.6199          |
-| 4.3157        | 3.49  | 760  | 5.6278          |
-| 4.5788        | 3.51  | 765  | 5.6357          |
-| 4.0343        | 3.53  | 770  | 5.6433          |
-| 4.2088        | 3.56  | 775  | 5.6463          |
-| 4.4668        | 3.58  | 780  | 5.6464          |
-| 4.1564        | 3.6   | 785  | 5.6514          |
-| 4.6138        | 3.62  | 790  | 5.6527          |
-| 4.0778        | 3.65  | 795  | 5.6516          |
-| 4.9551        | 3.67  | 800  | 5.6485          |
-| 4.7297        | 3.69  | 805  | 5.6459          |
-| 4.2442        | 3.72  | 810  | 5.6444          |
-| 4.42          | 3.74  | 815  | 5.6414          |
-| 3.8831        | 3.76  | 820  | 5.6408          |
-| 4.4075        | 3.78  | 825  | 5.6400          |
-| 4.5851        | 3.81  | 830  | 5.6300          |
-| 4.2949        | 3.83  | 835  | 5.6189          |
-| 3.8835        | 3.85  | 840  | 5.6134          |
-| 4.1109        | 3.88  | 845  | 5.6094          |
-| 4.845         | 3.9   | 850  | 5.6011          |
-| 4.4053        | 3.92  | 855  | 5.5883          |
-| 4.1683        | 3.94  | 860  | 5.5803          |
-| 3.9257        | 3.97  | 865  | 5.5762          |
-| 4.0174        | 3.99  | 870  | 5.5797          |
-| 3.8825        | 4.01  | 875  | 5.5854          |
-| 4.3911        | 4.04  | 880  | 5.5896          |
-| 4.5066        | 4.06  | 885  | 5.5873          |
-| 4.3192        | 4.08  | 890  | 5.5818          |
-| 4.8764        | 4.11  | 895  | 5.5771          |
-| 4.3541        | 4.13  | 900  | 5.5724          |
-| 4.7328        | 4.15  | 905  | 5.5685          |
-| 3.9713        | 4.17  | 910  | 5.5657          |
-| 4.3436        | 4.2   | 915  | 5.5640          |
-| 4.6016        | 4.22  | 920  | 5.5671          |
-| 4.7167        | 4.24  | 925  | 5.5666          |
-| 4.6485        | 4.27  | 930  | 5.5664          |
-| 4.3609        | 4.29  | 935  | 5.5629          |
-| 4.5688        | 4.31  | 940  | 5.5582          |
-| 3.6015        | 4.33  | 945  | 5.5605          |
-| 3.8749        | 4.36  | 950  | 5.5666          |
-| 3.9043        | 4.38  | 955  | 5.5697          |
-| 4.7317        | 4.4   | 960  | 5.5697          |
-| 4.4383        | 4.43  | 965  | 5.5649          |
-| 4.5584        | 4.45  | 970  | 5.5560          |
-| 4.3123        | 4.47  | 975  | 5.5467          |
-| 3.9965        | 4.5   | 980  | 5.5418          |
-| 4.3387        | 4.52  | 985  | 5.5382          |
-| 3.26          | 4.54  | 990  | 5.5385          |
-| 4.4314        | 4.56  | 995  | 5.5390          |
-| 4.2901        | 4.59  | 1000 | 5.5375          |
-| 4.0901        | 4.61  | 1005 | 5.5355          |
-| 4.3606        | 4.63  | 1010 | 5.5362          |
-| 3.9168        | 4.66  | 1015 | 5.5373          |
-| 4.539         | 4.68  | 1020 | 5.5382          |
-| 4.3531        | 4.7   | 1025 | 5.5422          |
-| 4.1748        | 4.72  | 1030 | 5.5461          |
-| 4.1432        | 4.75  | 1035 | 5.5484          |
-| 3.9481        | 4.77  | 1040 | 5.5502          |
-| 4.7143        | 4.79  | 1045 | 5.5492          |
-| 4.4564        | 4.82  | 1050 | 5.5454          |
-| 4.4885        | 4.84  | 1055 | 5.5389          |
-| 4.1448        | 4.86  | 1060 | 5.5344          |
-| 4.0414        | 4.89  | 1065 | 5.5308          |
-| 4.174         | 4.91  | 1070 | 5.5267          |
-| 3.8038        | 4.93  | 1075 | 5.5267          |
-| 4.6791        | 4.95  | 1080 | 5.5281          |
-| 4.1429        | 4.98  | 1085 | 5.5289          |
-| 3.8355        | 5.0   | 1090 | 5.5321          |
-| 3.9843        | 5.02  | 1095 | 5.5337          |
-| 3.9889        | 5.05  | 1100 | 5.5375          |
-| 4.0622        | 5.07  | 1105 | 5.5403          |
-| 4.8474        | 5.09  | 1110 | 5.5395          |
-| 4.0241        | 5.11  | 1115 | 5.5403          |
-| 4.0762        | 5.14  | 1120 | 5.5439          |
-| 4.4967        | 5.16  | 1125 | 5.5442          |
-| 3.774         | 5.18  | 1130 | 5.5420          |
-| 4.3855        | 5.21  | 1135 | 5.5394          |
-| 3.8964        | 5.23  | 1140 | 5.5364          |
-| 4.2257        | 5.25  | 1145 | 5.5337          |
-| 4.1188        | 5.28  | 1150 | 5.5301          |
-| 4.7414        | 5.3   | 1155 | 5.5251          |
-| 4.0087        | 5.32  | 1160 | 5.5238          |
-| 3.9588        | 5.34  | 1165 | 5.5226          |
-| 4.3741        | 5.37  | 1170 | 5.5220          |
-| 4.3756        | 5.39  | 1175 | 5.5218          |
-| 4.3859        | 5.41  | 1180 | 5.5222          |
-| 4.2934        | 5.44  | 1185 | 5.5208          |
-| 4.2357        | 5.46  | 1190 | 5.5197          |
-| 4.1551        | 5.48  | 1195 | 5.5202          |
-| 4.1445        | 5.5   | 1200 | 5.5217          |
-| 4.2856        | 5.53  | 1205 | 5.5227          |
-| 4.1534        | 5.55  | 1210 | 5.5238          |
-| 4.3472        | 5.57  | 1215 | 5.5209          |
-| 4.2422        | 5.6   | 1220 | 5.5182          |
-| 4.578         | 5.62  | 1225 | 5.5173          |
-| 4.6536        | 5.64  | 1230 | 5.5153          |
-| 3.997         | 5.67  | 1235 | 5.5114          |
-| 4.0307        | 5.69  | 1240 | 5.5090          |
-| 3.9198        | 5.71  | 1245 | 5.5113          |
-| 4.3694        | 5.73  | 1250 | 5.5141          |
-| 4.2031        | 5.76  | 1255 | 5.5158          |
-| 4.0642        | 5.78  | 1260 | 5.5172          |
-| 3.8952        | 5.8   | 1265 | 5.5184          |
-| 3.8807        | 5.83  | 1270 | 5.5204          |
-| 4.209         | 5.85  | 1275 | 5.5186          |
-| 4.0276        | 5.87  | 1280 | 5.5134          |
-| 4.5011        | 5.89  | 1285 | 5.5076          |
-| 4.5032        | 5.92  | 1290 | 5.5014          |
-| 4.0724        | 5.94  | 1295 | 5.4960          |
-| 4.3952        | 5.96  | 1300 | 5.4922          |
-| 3.9391        | 5.99  | 1305 | 5.4887          |
-| 4.5013        | 6.01  | 1310 | 5.4882          |
-| 3.7748        | 6.03  | 1315 | 5.4890          |
-| 4.1817        | 6.06  | 1320 | 5.4898          |
-| 4.4581        | 6.08  | 1325 | 5.4897          |
-| 3.7311        | 6.1   | 1330 | 5.4902          |
-| 4.0439        | 6.12  | 1335 | 5.4910          |
-| 3.8044        | 6.15  | 1340 | 5.4924          |
-| 3.8836        | 6.17  | 1345 | 5.4932          |
-| 4.0835        | 6.19  | 1350 | 5.4952          |
-| 3.8672        | 6.22  | 1355 | 5.4979          |
-| 3.8561        | 6.24  | 1360 | 5.5016          |
-| 3.9088        | 6.26  | 1365 | 5.5073          |
-| 4.5821        | 6.28  | 1370 | 5.5111          |
-| 4.5992        | 6.31  | 1375 | 5.5128          |
-| 4.1571        | 6.33  | 1380 | 5.5115          |
-| 4.4918        | 6.35  | 1385 | 5.5088          |
-| 4.8008        | 6.38  | 1390 | 5.5020          |
-| 4.3536        | 6.4   | 1395 | 5.4963          |
-| 3.5612        | 6.42  | 1400 | 5.4946          |
-| 4.2318        | 6.44  | 1405 | 5.4949          |
-| 4.1321        | 6.47  | 1410 | 5.4931          |
-| 4.0747        | 6.49  | 1415 | 5.4935          |
-| 3.5846        | 6.51  | 1420 | 5.4974          |
-| 4.5849        | 6.54  | 1425 | 5.4998          |
-| 4.7748        | 6.56  | 1430 | 5.4980          |
-| 4.3293        | 6.58  | 1435 | 5.4938          |
-| 3.862         | 6.61  | 1440 | 5.4925          |
-| 4.561         | 6.63  | 1445 | 5.4904          |
-| 4.3999        | 6.65  | 1450 | 5.4883          |
-| 4.0645        | 6.67  | 1455 | 5.4869          |
-| 4.4209        | 6.7   | 1460 | 5.4863          |
-| 4.0743        | 6.72  | 1465 | 5.4824          |
-| 4.0407        | 6.74  | 1470 | 5.4784          |
-| 4.2352        | 6.77  | 1475 | 5.4743          |
-| 4.3184        | 6.79  | 1480 | 5.4711          |
-| 3.9865        | 6.81  | 1485 | 5.4694          |
-| 4.1335        | 6.83  | 1490 | 5.4677          |
-| 4.2359        | 6.86  | 1495 | 5.4679          |
-| 4.2628        | 6.88  | 1500 | 5.4668          |
-| 3.7522        | 6.9   | 1505 | 5.4659          |
-| 4.0455        | 6.93  | 1510 | 5.4659          |
-| 3.6454        | 6.95  | 1515 | 5.4707          |
-| 4.2362        | 6.97  | 1520 | 5.4718          |
-| 4.3081        | 7.0   | 1525 | 5.4722          |
-| 4.5218        | 7.02  | 1530 | 5.4725          |
-| 3.8774        | 7.04  | 1535 | 5.4713          |
-| 4.3145        | 7.06  | 1540 | 5.4717          |
-| 3.6431        | 7.09  | 1545 | 5.4723          |
-| 4.627         | 7.11  | 1550 | 5.4718          |
-| 4.3412        | 7.13  | 1555 | 5.4698          |
-| 4.4363        | 7.16  | 1560 | 5.4662          |
-| 4.347         | 7.18  | 1565 | 5.4611          |
-| 3.9902        | 7.2   | 1570 | 5.4596          |
-| 4.8042        | 7.22  | 1575 | 5.4581          |
-| 4.1393        | 7.25  | 1580 | 5.4559          |
-| 3.5405        | 7.27  | 1585 | 5.4558          |
-| 4.4046        | 7.29  | 1590 | 5.4544          |
-| 3.8726        | 7.32  | 1595 | 5.4540          |
-| 4.3668        | 7.34  | 1600 | 5.4541          |
-| 4.0284        | 7.36  | 1605 | 5.4551          |
-| 4.0001        | 7.39  | 1610 | 5.4560          |
-| 3.9638        | 7.41  | 1615 | 5.4580          |
-| 3.9117        | 7.43  | 1620 | 5.4590          |
-| 4.1366        | 7.45  | 1625 | 5.4593          |
-| 3.6279        | 7.48  | 1630 | 5.4607          |
-| 3.9993        | 7.5   | 1635 | 5.4615          |
-| 3.8984        | 7.52  | 1640 | 5.4611          |
-| 4.3549        | 7.55  | 1645 | 5.4605          |
-| 4.5955        | 7.57  | 1650 | 5.4590          |
-| 4.5273        | 7.59  | 1655 | 5.4573          |
-| 4.7872        | 7.61  | 1660 | 5.4554          |
-| 3.8104        | 7.64  | 1665 | 5.4535          |
-| 3.9645        | 7.66  | 1670 | 5.4526          |
-| 4.1494        | 7.68  | 1675 | 5.4521          |
-| 4.3821        | 7.71  | 1680 | 5.4506          |
-| 4.241         | 7.73  | 1685 | 5.4506          |
-| 3.4331        | 7.75  | 1690 | 5.4518          |
-| 4.4166        | 7.78  | 1695 | 5.4508          |
-| 4.0632        | 7.8   | 1700 | 5.4498          |
-| 4.1161        | 7.82  | 1705 | 5.4491          |
-| 4.0772        | 7.84  | 1710 | 5.4492          |
-| 3.7952        | 7.87  | 1715 | 5.4504          |
-| 4.2083        | 7.89  | 1720 | 5.4519          |
-| 3.7412        | 7.91  | 1725 | 5.4537          |
-| 3.8471        | 7.94  | 1730 | 5.4548          |
-| 3.8493        | 7.96  | 1735 | 5.4568          |
-| 3.8865        | 7.98  | 1740 | 5.4592          |
-| 4.2943        | 8.0   | 1745 | 5.4605          |
-| 3.9963        | 8.03  | 1750 | 5.4604          |
-| 4.8524        | 8.05  | 1755 | 5.4599          |
-| 4.4317        | 8.07  | 1760 | 5.4596          |
-| 4.3839        | 8.1   | 1765 | 5.4576          |
-| 4.6761        | 8.12  | 1770 | 5.4555          |
-| 4.2357        | 8.14  | 1775 | 5.4553          |
-| 4.3056        | 8.17  | 1780 | 5.4550          |
-| 4.364         | 8.19  | 1785 | 5.4554          |
-| 3.9463        | 8.21  | 1790 | 5.4553          |
-| 3.7338        | 8.23  | 1795 | 5.4556          |
-| 4.1336        | 8.26  | 1800 | 5.4545          |
-| 3.7407        | 8.28  | 1805 | 5.4544          |
-| 4.144         | 8.3   | 1810 | 5.4535          |
-| 3.4893        | 8.33  | 1815 | 5.4546          |
-| 4.8741        | 8.35  | 1820 | 5.4552          |
-| 4.0134        | 8.37  | 1825 | 5.4550          |
-| 3.8344        | 8.39  | 1830 | 5.4562          |
-| 4.0182        | 8.42  | 1835 | 5.4579          |
-| 4.1428        | 8.44  | 1840 | 5.4584          |
-| 3.7402        | 8.46  | 1845 | 5.4578          |
-| 4.1636        | 8.49  | 1850 | 5.4582          |
-| 4.0718        | 8.51  | 1855 | 5.4590          |
-| 4.0971        | 8.53  | 1860 | 5.4594          |
-| 3.4578        | 8.56  | 1865 | 5.4605          |
-| 3.8789        | 8.58  | 1870 | 5.4618          |
-| 3.9694        | 8.6   | 1875 | 5.4619          |
-| 3.9383        | 8.62  | 1880 | 5.4621          |
-| 4.2296        | 8.65  | 1885 | 5.4620          |
-| 4.2349        | 8.67  | 1890 | 5.4617          |
-| 4.3128        | 8.69  | 1895 | 5.4610          |
-| 4.3512        | 8.72  | 1900 | 5.4600          |
-| 4.0034        | 8.74  | 1905 | 5.4596          |
-| 3.4403        | 8.76  | 1910 | 5.4598          |
-| 4.1383        | 8.78  | 1915 | 5.4602          |
-| 3.737         | 8.81  | 1920 | 5.4609          |
-| 4.4348        | 8.83  | 1925 | 5.4616          |
-| 3.7228        | 8.85  | 1930 | 5.4618          |
-| 4.1752        | 8.88  | 1935 | 5.4618          |
-| 3.9442        | 8.9   | 1940 | 5.4608          |
-| 4.094         | 8.92  | 1945 | 5.4595          |
-| 4.4811        | 8.94  | 1950 | 5.4585          |
-| 3.9241        | 8.97  | 1955 | 5.4569          |
-| 3.7469        | 8.99  | 1960 | 5.4551          |
-| 3.6785        | 9.01  | 1965 | 5.4554          |
-| 3.8777        | 9.04  | 1970 | 5.4551          |
-| 4.0055        | 9.06  | 1975 | 5.4549          |
-| 3.8735        | 9.08  | 1980 | 5.4551          |
-| 3.9355        | 9.11  | 1985 | 5.4561          |
-| 4.6091        | 9.13  | 1990 | 5.4569          |
-| 4.2451        | 9.15  | 1995 | 5.4570          |
-| 4.5107        | 9.17  | 2000 | 5.4568          |
-| 3.9787        | 9.2   | 2005 | 5.4568          |
-| 4.3155        | 9.22  | 2010 | 5.4565          |
-| 3.5519        | 9.24  | 2015 | 5.4571          |
-| 4.3125        | 9.27  | 2020 | 5.4564          |
-| 4.2182        | 9.29  | 2025 | 5.4562          |
-| 3.7688        | 9.31  | 2030 | 5.4569          |
-| 4.522         | 9.33  | 2035 | 5.4571          |
-| 4.2626        | 9.36  | 2040 | 5.4570          |
-| 4.2814        | 9.38  | 2045 | 5.4562          |
-| 4.3051        | 9.4   | 2050 | 5.4556          |
-| 4.0578        | 9.43  | 2055 | 5.4550          |
-| 4.4805        | 9.45  | 2060 | 5.4547          |
-| 4.3125        | 9.47  | 2065 | 5.4539          |
-| 4.087         | 9.5   | 2070 | 5.4528          |
-| 4.1643        | 9.52  | 2075 | 5.4523          |
-| 3.812         | 9.54  | 2080 | 5.4519          |
-| 4.2929        | 9.56  | 2085 | 5.4515          |
-| 4.1114        | 9.59  | 2090 | 5.4514          |
-| 3.6871        | 9.61  | 2095 | 5.4510          |
-| 4.0303        | 9.63  | 2100 | 5.4506          |
-| 4.5228        | 9.66  | 2105 | 5.4501          |
-| 3.9624        | 9.68  | 2110 | 5.4496          |
-| 3.4067        | 9.7   | 2115 | 5.4497          |
-| 3.8828        | 9.72  | 2120 | 5.4498          |
-| 4.8057        | 9.75  | 2125 | 5.4494          |
-| 3.7825        | 9.77  | 2130 | 5.4493          |
-| 3.3242        | 9.79  | 2135 | 5.4495          |
-| 4.1648        | 9.82  | 2140 | 5.4498          |
-| 3.6472        | 9.84  | 2145 | 5.4499          |
-| 3.9233        | 9.86  | 2150 | 5.4501          |
-| 4.6137        | 9.89  | 2155 | 5.4502          |
-| 4.257         | 9.91  | 2160 | 5.4501          |
-| 3.6456        | 9.93  | 2165 | 5.4501          |
-| 4.1111        | 9.95  | 2170 | 5.4501          |
-| 4.4644        | 9.98  | 2175 | 5.4502          |
-| 4.029         | 10.0  | 2180 | 5.4502          |
+| 10.2234       | 0.02  | 5    | 11.9934         |
+| 10.8592       | 0.05  | 10   | 11.5287         |
+| 11.1095       | 0.07  | 15   | 11.0729         |
+| 9.6708        | 0.09  | 20   | 10.6345         |
+| 9.8014        | 0.11  | 25   | 10.2156         |
+| 8.5541        | 0.14  | 30   | 9.8183          |
+| 9.0229        | 0.16  | 35   | 9.4399          |
+| 8.6368        | 0.18  | 40   | 9.0751          |
+| 8.1449        | 0.21  | 45   | 8.7287          |
+| 8.2085        | 0.23  | 50   | 8.4043          |
+| 6.7635        | 0.25  | 55   | 8.1085          |
+| 7.109         | 0.28  | 60   | 7.8431          |
+| 6.8781        | 0.3   | 65   | 7.5985          |
+| 7.0699        | 0.32  | 70   | 7.3754          |
+| 6.7036        | 0.34  | 75   | 7.1764          |
+| 6.4062        | 0.37  | 80   | 7.0033          |
+| 6.8335        | 0.39  | 85   | 6.8531          |
+| 6.2913        | 0.41  | 90   | 6.7252          |
+| 6.0877        | 0.44  | 95   | 6.6208          |
+| 6.1684        | 0.46  | 100  | 6.5346          |
+| 6.1907        | 0.48  | 105  | 6.4630          |
+| 5.9105        | 0.5   | 110  | 6.4073          |
+| 6.0136        | 0.53  | 115  | 6.3652          |
+| 6.0264        | 0.55  | 120  | 6.3287          |
+| 5.782         | 0.57  | 125  | 6.3013          |
+| 5.843         | 0.6   | 130  | 6.2805          |
+| 5.9236        | 0.62  | 135  | 6.2619          |
+| 5.7016        | 0.64  | 140  | 6.2473          |
+| 5.704         | 0.67  | 145  | 6.2352          |
+| 5.7283        | 0.69  | 150  | 6.2272          |
+| 5.8303        | 0.71  | 155  | 6.2179          |
+| 5.7584        | 0.73  | 160  | 6.2092          |
+| 5.8322        | 0.76  | 165  | 6.2009          |
+| 5.8232        | 0.78  | 170  | 6.1927          |
+| 5.871         | 0.8   | 175  | 6.1852          |
+| 5.7416        | 0.83  | 180  | 6.1791          |
+| 5.936         | 0.85  | 185  | 6.1735          |
+| 5.7006        | 0.87  | 190  | 6.1685          |
+| 5.7799        | 0.89  | 195  | 6.1649          |
+| 5.8199        | 0.92  | 200  | 6.1616          |
+| 5.6763        | 0.94  | 205  | 6.1592          |
+| 5.7938        | 0.96  | 210  | 6.1576          |
+| 5.6812        | 0.99  | 215  | 6.1568          |
 
 
 ### Framework versions

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e39e90954c5c8d68c1a24d6ed3baa914b9c907fdcfad808738d0a63aafa40704
+oid sha256:0b7260dfdcc745b4637b978b8d3bf9cc48e195fe0933df0ca26e005e3dac5f05
 size 430952617

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bb5e0f117eb598e69f42fed1c83dd3c670c197df60bd9eca285ee698de1a71a0
+oid sha256:d491a81cf9d9d1a4314df04908a115efce975e4b2296f725f72aad5eff84c15d
 size 4027