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metadata
tags:
  - generated_from_trainer
model-index:
  - name: RoBERTa-legal-de-cased_German_legal_SQuAD_1000
    results: []

RoBERTa-legal-de-cased_German_legal_SQuAD_1000

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 5.6452

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: 128
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1000

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 3 5.6947
No log 2.0 6 5.1954
No log 3.0 9 4.6052
No log 4.0 12 4.1370
No log 5.0 15 3.8636
No log 6.0 18 3.4027
No log 7.0 21 3.4250
No log 8.0 24 3.0216
No log 9.0 27 3.0870
No log 10.0 30 2.6439
No log 11.0 33 2.7132
No log 12.0 36 2.4365
No log 13.0 39 2.9435
No log 14.0 42 2.6702
No log 15.0 45 2.3505
No log 16.0 48 2.8324
No log 17.0 51 2.7316
No log 18.0 54 2.5073
No log 19.0 57 2.9106
No log 20.0 60 2.6635
No log 21.0 63 2.5209
No log 22.0 66 2.8688
No log 23.0 69 2.8064
No log 24.0 72 3.0452
No log 25.0 75 3.0387
No log 26.0 78 2.9657
No log 27.0 81 3.1876
No log 28.0 84 2.9162
No log 29.0 87 2.9666
No log 30.0 90 3.1058
No log 31.0 93 3.1550
No log 32.0 96 3.1996
No log 33.0 99 3.2820
No log 34.0 102 3.3380
No log 35.0 105 3.2726
No log 36.0 108 3.4693
No log 37.0 111 3.4279
No log 38.0 114 3.5814
No log 39.0 117 3.6527
No log 40.0 120 3.8300
No log 41.0 123 3.7870
No log 42.0 126 3.8905
No log 43.0 129 3.8809
No log 44.0 132 3.8656
No log 45.0 135 3.9562
No log 46.0 138 4.0665
No log 47.0 141 4.2994
No log 48.0 144 4.1472
No log 49.0 147 4.2632
No log 50.0 150 4.6800
No log 51.0 153 4.2398
No log 52.0 156 4.5708
No log 53.0 159 4.2461
No log 54.0 162 4.1740
No log 55.0 165 4.5297
No log 56.0 168 4.0936
No log 57.0 171 4.4434
No log 58.0 174 4.6077
No log 59.0 177 4.5631
No log 60.0 180 4.6806
No log 61.0 183 4.6958
No log 62.0 186 4.4510
No log 63.0 189 4.4317
No log 64.0 192 4.6735
No log 65.0 195 4.6081
No log 66.0 198 5.0173
No log 67.0 201 4.6521
No log 68.0 204 4.7164
No log 69.0 207 4.8375
No log 70.0 210 4.8289
No log 71.0 213 4.7528
No log 72.0 216 5.1500
No log 73.0 219 5.0885
No log 74.0 222 5.1445
No log 75.0 225 5.1097
No log 76.0 228 5.1642
No log 77.0 231 4.9672
No log 78.0 234 4.9716
No log 79.0 237 5.2929
No log 80.0 240 5.0157
No log 81.0 243 5.1353
No log 82.0 246 5.5683
No log 83.0 249 4.9978
No log 84.0 252 4.8055
No log 85.0 255 5.3119
No log 86.0 258 5.2239
No log 87.0 261 4.9671
No log 88.0 264 4.9599
No log 89.0 267 5.2382
No log 90.0 270 5.0109
No log 91.0 273 5.0622
No log 92.0 276 5.1434
No log 93.0 279 5.0290
No log 94.0 282 5.1115
No log 95.0 285 4.9397
No log 96.0 288 4.9767
No log 97.0 291 5.0665
No log 98.0 294 5.2069
No log 99.0 297 5.2140
No log 100.0 300 5.0861
No log 101.0 303 5.0563
No log 102.0 306 5.2333
No log 103.0 309 5.1575
No log 104.0 312 5.2062
No log 105.0 315 5.4549
No log 106.0 318 5.2752
No log 107.0 321 5.1327
No log 108.0 324 5.1027
No log 109.0 327 5.1005
No log 110.0 330 5.1292
No log 111.0 333 5.3891
No log 112.0 336 5.4434
No log 113.0 339 5.6022
No log 114.0 342 5.4780
No log 115.0 345 5.5858
No log 116.0 348 5.6703
No log 117.0 351 5.4135
No log 118.0 354 5.4439
No log 119.0 357 5.6348
No log 120.0 360 5.2370
No log 121.0 363 5.3541
No log 122.0 366 5.5423
No log 123.0 369 5.4932
No log 124.0 372 5.1491
No log 125.0 375 5.2077
No log 126.0 378 5.2625
No log 127.0 381 5.1456
No log 128.0 384 5.2715
No log 129.0 387 5.3650
No log 130.0 390 5.2730
No log 131.0 393 5.5526
No log 132.0 396 5.6488
No log 133.0 399 5.3759
No log 134.0 402 5.6901
No log 135.0 405 5.6953
No log 136.0 408 5.5353
No log 137.0 411 5.3983
No log 138.0 414 5.4914
No log 139.0 417 5.6261
No log 140.0 420 5.8345
No log 141.0 423 5.6557
No log 142.0 426 5.4710
No log 143.0 429 5.6258
No log 144.0 432 5.5411
No log 145.0 435 5.3598
No log 146.0 438 5.5702
No log 147.0 441 5.7085
No log 148.0 444 5.5727
No log 149.0 447 5.2242
No log 150.0 450 4.8414
No log 151.0 453 5.1612
No log 152.0 456 5.7066
No log 153.0 459 5.5880
No log 154.0 462 5.4925
No log 155.0 465 5.0759
No log 156.0 468 5.1087
No log 157.0 471 4.8812
No log 158.0 474 5.1039
No log 159.0 477 5.3085
No log 160.0 480 5.4673
No log 161.0 483 5.4923
No log 162.0 486 5.3763
No log 163.0 489 5.3828
No log 164.0 492 5.4743
No log 165.0 495 5.5063
No log 166.0 498 5.5266
0.9626 167.0 501 5.6097
0.9626 168.0 504 5.7058
0.9626 169.0 507 5.6119
0.9626 170.0 510 5.6548
0.9626 171.0 513 5.5099
0.9626 172.0 516 5.3342
0.9626 173.0 519 5.2870
0.9626 174.0 522 5.4253
0.9626 175.0 525 5.7742
0.9626 176.0 528 5.8432
0.9626 177.0 531 5.5272
0.9626 178.0 534 5.2450
0.9626 179.0 537 5.1555
0.9626 180.0 540 5.3367
0.9626 181.0 543 5.2178
0.9626 182.0 546 5.2961
0.9626 183.0 549 5.6308
0.9626 184.0 552 5.7983
0.9626 185.0 555 5.5055
0.9626 186.0 558 5.3565
0.9626 187.0 561 5.7367
0.9626 188.0 564 5.8478
0.9626 189.0 567 5.5833
0.9626 190.0 570 5.3557
0.9626 191.0 573 5.2786
0.9626 192.0 576 5.5348
0.9626 193.0 579 5.8257
0.9626 194.0 582 5.7645
0.9626 195.0 585 5.7769
0.9626 196.0 588 5.7062
0.9626 197.0 591 5.7728
0.9626 198.0 594 5.6809
0.9626 199.0 597 5.4219
0.9626 200.0 600 5.3080
0.9626 201.0 603 5.4554
0.9626 202.0 606 5.6018
0.9626 203.0 609 5.6665
0.9626 204.0 612 5.6521
0.9626 205.0 615 5.7583
0.9626 206.0 618 5.7746
0.9626 207.0 621 5.6901
0.9626 208.0 624 5.6424
0.9626 209.0 627 5.5855
0.9626 210.0 630 5.5050
0.9626 211.0 633 5.5368
0.9626 212.0 636 5.6645
0.9626 213.0 639 5.6972
0.9626 214.0 642 5.6844
0.9626 215.0 645 5.5210
0.9626 216.0 648 5.5874
0.9626 217.0 651 5.6255
0.9626 218.0 654 5.6134
0.9626 219.0 657 5.6443
0.9626 220.0 660 5.9667
0.9626 221.0 663 5.9353
0.9626 222.0 666 5.6914
0.9626 223.0 669 5.5886
0.9626 224.0 672 5.7343
0.9626 225.0 675 5.7949
0.9626 226.0 678 5.7133
0.9626 227.0 681 5.5860
0.9626 228.0 684 5.5021
0.9626 229.0 687 5.6302
0.9626 230.0 690 5.9072
0.9626 231.0 693 6.0590
0.9626 232.0 696 6.0463
0.9626 233.0 699 5.8862
0.9626 234.0 702 5.7384
0.9626 235.0 705 5.6861
0.9626 236.0 708 5.7841
0.9626 237.0 711 5.7964
0.9626 238.0 714 5.5671
0.9626 239.0 717 5.2549
0.9626 240.0 720 5.2110
0.9626 241.0 723 5.4166
0.9626 242.0 726 5.6924
0.9626 243.0 729 5.9362
0.9626 244.0 732 6.0487
0.9626 245.0 735 6.0187
0.9626 246.0 738 5.7336
0.9626 247.0 741 5.4815
0.9626 248.0 744 5.3905
0.9626 249.0 747 5.4187
0.9626 250.0 750 5.6042
0.9626 251.0 753 5.7964
0.9626 252.0 756 5.7236
0.9626 253.0 759 5.6934
0.9626 254.0 762 5.7492
0.9626 255.0 765 5.7811
0.9626 256.0 768 5.9179
0.9626 257.0 771 6.1942
0.9626 258.0 774 6.3682
0.9626 259.0 777 6.1732
0.9626 260.0 780 5.8047
0.9626 261.0 783 5.5860
0.9626 262.0 786 5.4698
0.9626 263.0 789 5.4755
0.9626 264.0 792 5.5021
0.9626 265.0 795 5.5605
0.9626 266.0 798 5.6283
0.9626 267.0 801 5.6758
0.9626 268.0 804 5.7635
0.9626 269.0 807 5.8798
0.9626 270.0 810 5.9836
0.9626 271.0 813 6.0072
0.9626 272.0 816 5.9569
0.9626 273.0 819 5.7397
0.9626 274.0 822 5.5503
0.9626 275.0 825 5.4437
0.9626 276.0 828 5.3607
0.9626 277.0 831 5.4918
0.9626 278.0 834 5.8039
0.9626 279.0 837 6.2400
0.9626 280.0 840 5.9827
0.9626 281.0 843 5.5497
0.9626 282.0 846 5.5525
0.9626 283.0 849 5.8022
0.9626 284.0 852 6.3791
0.9626 285.0 855 6.7389
0.9626 286.0 858 5.9089
0.9626 287.0 861 5.7098
0.9626 288.0 864 5.6714
0.9626 289.0 867 5.8456
0.9626 290.0 870 6.2535
0.9626 291.0 873 5.9029
0.9626 292.0 876 5.8216
0.9626 293.0 879 5.7448
0.9626 294.0 882 5.5862
0.9626 295.0 885 5.7102
0.9626 296.0 888 5.7558
0.9626 297.0 891 5.7961
0.9626 298.0 894 5.9028
0.9626 299.0 897 6.0491
0.9626 300.0 900 5.7925
0.9626 301.0 903 5.4700
0.9626 302.0 906 5.4588
0.9626 303.0 909 5.6720
0.9626 304.0 912 6.0230
0.9626 305.0 915 6.4647
0.9626 306.0 918 6.2420
0.9626 307.0 921 5.8295
0.9626 308.0 924 5.3617
0.9626 309.0 927 4.9577
0.9626 310.0 930 5.0150
0.9626 311.0 933 5.2875
0.9626 312.0 936 5.5462
0.9626 313.0 939 5.7277
0.9626 314.0 942 5.8906
0.9626 315.0 945 5.9169
0.9626 316.0 948 5.7673
0.9626 317.0 951 5.6064
0.9626 318.0 954 5.5556
0.9626 319.0 957 5.6220
0.9626 320.0 960 5.6146
0.9626 321.0 963 5.3099
0.9626 322.0 966 5.3364
0.9626 323.0 969 5.4730
0.9626 324.0 972 5.5880
0.9626 325.0 975 5.6150
0.9626 326.0 978 5.5781
0.9626 327.0 981 5.5182
0.9626 328.0 984 5.4356
0.9626 329.0 987 5.3527
0.9626 330.0 990 5.3635
0.9626 331.0 993 5.4554
0.9626 332.0 996 5.3901
0.9626 333.0 999 5.3446
0.5993 334.0 1002 5.3783
0.5993 335.0 1005 5.4306
0.5993 336.0 1008 5.4794
0.5993 337.0 1011 5.4791
0.5993 338.0 1014 5.4642
0.5993 339.0 1017 5.4626
0.5993 340.0 1020 5.4538
0.5993 341.0 1023 5.5067
0.5993 342.0 1026 5.5883
0.5993 343.0 1029 5.7722
0.5993 344.0 1032 5.8934
0.5993 345.0 1035 5.9222
0.5993 346.0 1038 6.1447
0.5993 347.0 1041 6.0570
0.5993 348.0 1044 5.8083
0.5993 349.0 1047 5.7410
0.5993 350.0 1050 5.7618
0.5993 351.0 1053 5.7705
0.5993 352.0 1056 5.6972
0.5993 353.0 1059 5.5708
0.5993 354.0 1062 5.4482
0.5993 355.0 1065 5.4064
0.5993 356.0 1068 5.4951
0.5993 357.0 1071 5.6875
0.5993 358.0 1074 5.6339
0.5993 359.0 1077 5.5631
0.5993 360.0 1080 5.4478
0.5993 361.0 1083 5.2951
0.5993 362.0 1086 5.1161
0.5993 363.0 1089 5.1569
0.5993 364.0 1092 5.4528
0.5993 365.0 1095 5.7312
0.5993 366.0 1098 5.8821
0.5993 367.0 1101 5.8459
0.5993 368.0 1104 5.6726
0.5993 369.0 1107 5.5405
0.5993 370.0 1110 5.4275
0.5993 371.0 1113 5.4765
0.5993 372.0 1116 5.7440
0.5993 373.0 1119 6.0895
0.5993 374.0 1122 6.2869
0.5993 375.0 1125 5.9376
0.5993 376.0 1128 5.6037
0.5993 377.0 1131 5.4221
0.5993 378.0 1134 5.3323
0.5993 379.0 1137 5.3272
0.5993 380.0 1140 5.3885
0.5993 381.0 1143 5.5124
0.5993 382.0 1146 5.6263
0.5993 383.0 1149 5.7585
0.5993 384.0 1152 6.0367
0.5993 385.0 1155 5.5934
0.5993 386.0 1158 5.2997
0.5993 387.0 1161 5.2513
0.5993 388.0 1164 5.4970
0.5993 389.0 1167 5.7936
0.5993 390.0 1170 6.3089
0.5993 391.0 1173 6.2614
0.5993 392.0 1176 5.8308
0.5993 393.0 1179 5.6612
0.5993 394.0 1182 5.6080
0.5993 395.0 1185 5.7647
0.5993 396.0 1188 5.9246
0.5993 397.0 1191 6.0651
0.5993 398.0 1194 5.8385
0.5993 399.0 1197 5.7327
0.5993 400.0 1200 5.6004
0.5993 401.0 1203 5.5131
0.5993 402.0 1206 5.4752
0.5993 403.0 1209 5.5536
0.5993 404.0 1212 5.5968
0.5993 405.0 1215 5.5586
0.5993 406.0 1218 5.4702
0.5993 407.0 1221 5.4310
0.5993 408.0 1224 5.3599
0.5993 409.0 1227 5.3116
0.5993 410.0 1230 5.2862
0.5993 411.0 1233 5.2657
0.5993 412.0 1236 5.3123
0.5993 413.0 1239 5.3882
0.5993 414.0 1242 5.4576
0.5993 415.0 1245 5.5410
0.5993 416.0 1248 5.5672
0.5993 417.0 1251 5.4924
0.5993 418.0 1254 5.4614
0.5993 419.0 1257 5.4992
0.5993 420.0 1260 5.5625
0.5993 421.0 1263 5.6032
0.5993 422.0 1266 5.6243
0.5993 423.0 1269 5.6728
0.5993 424.0 1272 5.7510
0.5993 425.0 1275 5.8316
0.5993 426.0 1278 5.8459
0.5993 427.0 1281 5.8233
0.5993 428.0 1284 5.8041
0.5993 429.0 1287 5.7928
0.5993 430.0 1290 5.9102
0.5993 431.0 1293 5.9400
0.5993 432.0 1296 5.9258
0.5993 433.0 1299 5.9518
0.5993 434.0 1302 5.9328
0.5993 435.0 1305 5.9048
0.5993 436.0 1308 5.8480
0.5993 437.0 1311 5.7373
0.5993 438.0 1314 5.7134
0.5993 439.0 1317 5.7925
0.5993 440.0 1320 5.8441
0.5993 441.0 1323 5.8586
0.5993 442.0 1326 5.8572
0.5993 443.0 1329 5.8791
0.5993 444.0 1332 5.8760
0.5993 445.0 1335 5.8304
0.5993 446.0 1338 5.7682
0.5993 447.0 1341 5.7088
0.5993 448.0 1344 5.7478
0.5993 449.0 1347 5.7562
0.5993 450.0 1350 5.7182
0.5993 451.0 1353 5.6661
0.5993 452.0 1356 5.6393
0.5993 453.0 1359 5.5784
0.5993 454.0 1362 5.3709
0.5993 455.0 1365 5.2503
0.5993 456.0 1368 5.2249
0.5993 457.0 1371 5.4051
0.5993 458.0 1374 5.6094
0.5993 459.0 1377 5.7869
0.5993 460.0 1380 5.9199
0.5993 461.0 1383 5.9639
0.5993 462.0 1386 5.9691
0.5993 463.0 1389 5.9153
0.5993 464.0 1392 5.7866
0.5993 465.0 1395 5.5898
0.5993 466.0 1398 5.4537
0.5993 467.0 1401 5.3700
0.5993 468.0 1404 5.3751
0.5993 469.0 1407 5.3956
0.5993 470.0 1410 5.4520
0.5993 471.0 1413 5.6162
0.5993 472.0 1416 5.7741
0.5993 473.0 1419 5.8836
0.5993 474.0 1422 5.9866
0.5993 475.0 1425 6.0514
0.5993 476.0 1428 6.0535
0.5993 477.0 1431 6.0336
0.5993 478.0 1434 6.0041
0.5993 479.0 1437 5.9570
0.5993 480.0 1440 5.9294
0.5993 481.0 1443 5.8618
0.5993 482.0 1446 5.7985
0.5993 483.0 1449 5.7649
0.5993 484.0 1452 5.7789
0.5993 485.0 1455 5.7765
0.5993 486.0 1458 5.8054
0.5993 487.0 1461 5.8311
0.5993 488.0 1464 5.8436
0.5993 489.0 1467 5.8443
0.5993 490.0 1470 5.8196
0.5993 491.0 1473 5.7974
0.5993 492.0 1476 5.8441
0.5993 493.0 1479 5.9647
0.5993 494.0 1482 6.0314
0.5993 495.0 1485 6.0491
0.5993 496.0 1488 6.0543
0.5993 497.0 1491 6.0228
0.5993 498.0 1494 5.9230
0.5993 499.0 1497 5.7917
0.5989 500.0 1500 5.6665
0.5989 501.0 1503 5.5716
0.5989 502.0 1506 5.6449
0.5989 503.0 1509 5.7081
0.5989 504.0 1512 5.7447
0.5989 505.0 1515 5.7599
0.5989 506.0 1518 5.8102
0.5989 507.0 1521 5.8193
0.5989 508.0 1524 5.8317
0.5989 509.0 1527 5.8781
0.5989 510.0 1530 5.8215
0.5989 511.0 1533 5.7121
0.5989 512.0 1536 5.5765
0.5989 513.0 1539 5.4906
0.5989 514.0 1542 5.4441
0.5989 515.0 1545 5.4201
0.5989 516.0 1548 5.4155
0.5989 517.0 1551 5.4295
0.5989 518.0 1554 5.4522
0.5989 519.0 1557 5.4818
0.5989 520.0 1560 5.5004
0.5989 521.0 1563 5.5005
0.5989 522.0 1566 5.5116
0.5989 523.0 1569 5.5320
0.5989 524.0 1572 5.5556
0.5989 525.0 1575 5.5624
0.5989 526.0 1578 5.5517
0.5989 527.0 1581 5.5346
0.5989 528.0 1584 5.5168
0.5989 529.0 1587 5.5326
0.5989 530.0 1590 5.5668
0.5989 531.0 1593 5.5919
0.5989 532.0 1596 5.6231
0.5989 533.0 1599 5.6618
0.5989 534.0 1602 5.6814
0.5989 535.0 1605 5.6836
0.5989 536.0 1608 5.6819
0.5989 537.0 1611 5.6891
0.5989 538.0 1614 5.6871
0.5989 539.0 1617 5.6958
0.5989 540.0 1620 5.7133
0.5989 541.0 1623 5.7269
0.5989 542.0 1626 5.7310
0.5989 543.0 1629 5.7368
0.5989 544.0 1632 5.8341
0.5989 545.0 1635 5.9563
0.5989 546.0 1638 6.0104
0.5989 547.0 1641 5.9823
0.5989 548.0 1644 5.9554
0.5989 549.0 1647 5.8786
0.5989 550.0 1650 5.8074
0.5989 551.0 1653 5.7504
0.5989 552.0 1656 5.7026
0.5989 553.0 1659 5.6552
0.5989 554.0 1662 5.6232
0.5989 555.0 1665 5.6048
0.5989 556.0 1668 5.5844
0.5989 557.0 1671 5.5743
0.5989 558.0 1674 5.6240
0.5989 559.0 1677 5.5789
0.5989 560.0 1680 5.6054
0.5989 561.0 1683 5.6537
0.5989 562.0 1686 5.7233
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0.5974 1000.0 3000 5.6452

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.2+cu121
  • Datasets 2.14.7
  • Tokenizers 0.15.0