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output

This model is a fine-tuned version of facebook/opt-125m on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7833

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: 0.0002
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
2.7277 0.0011 1 5.1617
2.7116 0.0022 2 5.1617
3.3353 0.0033 3 5.1617
3.6362 0.0044 4 5.1604
3.5728 0.0056 5 5.1578
4.1179 0.0067 6 5.1534
3.8586 0.0078 7 5.1471
3.7692 0.0089 8 5.1381
3.2691 0.0100 9 5.1286
2.7563 0.0111 10 5.1158
2.8201 0.0122 11 5.1017
2.7152 0.0133 12 5.0859
3.3258 0.0145 13 5.0673
2.6642 0.0156 14 5.0478
2.9017 0.0167 15 5.0267
5.009 0.0178 16 5.0267
4.6864 0.0189 17 5.0028
7.29 0.0200 18 4.9743
2.9371 0.0211 19 4.9427
3.4501 0.0222 20 4.9074
3.4496 0.0234 21 4.8706
6.2758 0.0245 22 4.8296
3.1046 0.0256 23 4.7856
3.2246 0.0267 24 4.7389
2.7564 0.0278 25 4.6927
2.618 0.0289 26 4.6451
2.4245 0.0300 27 4.5942
3.7664 0.0311 28 4.5393
2.7308 0.0323 29 4.4828
2.9127 0.0334 30 4.4243
2.4284 0.0345 31 4.3660
3.2049 0.0356 32 4.3042
6.9194 0.0367 33 4.2369
4.0489 0.0378 34 4.1691
3.5483 0.0389 35 4.1014
4.0104 0.0400 36 4.0352
5.8218 0.0412 37 3.9638
3.7747 0.0423 38 3.8935
6.3184 0.0434 39 3.8200
5.9702 0.0445 40 3.7453
5.812 0.0456 41 3.6688
5.4048 0.0467 42 3.5897
5.395 0.0478 43 3.5061
6.2427 0.0489 44 3.4194
5.3198 0.0501 45 3.3243
5.7874 0.0512 46 3.2236
5.447 0.0523 47 3.1186
4.5552 0.0534 48 3.0101
4.0754 0.0545 49 2.8993
4.3237 0.0556 50 2.7892
1.9868 0.0567 51 2.6904
1.5068 0.0578 52 2.6046
1.712 0.0590 53 2.5283
1.7627 0.0601 54 2.4582
1.8177 0.0612 55 2.3943
1.6478 0.0623 56 2.3298
2.8445 0.0634 57 2.2706
1.5806 0.0645 58 2.2109
2.7508 0.0656 59 2.1509
1.8819 0.0667 60 2.0891
1.1462 0.0679 61 2.0303
1.3734 0.0690 62 1.9742
1.1803 0.0701 63 1.9214
2.1941 0.0712 64 1.8724
0.7793 0.0723 65 1.8320
3.01 0.0734 66 1.7952
1.1941 0.0745 67 1.7625
2.5168 0.0756 68 1.7334
0.5401 0.0768 69 1.7070
1.9184 0.0779 70 1.6828
1.7626 0.0790 71 1.6600
0.5959 0.0801 72 1.6429
2.7231 0.0812 73 1.6300
2.0815 0.0823 74 1.6195
0.5208 0.0834 75 1.6148
1.9837 0.0845 76 1.6038
2.3287 0.0857 77 1.5937
1.4635 0.0868 78 1.5825
1.7228 0.0879 79 1.5737
1.9844 0.0890 80 1.5662
1.2962 0.0901 81 1.5630
1.2724 0.0912 82 1.5652
1.3526 0.0923 83 1.5730
0.7081 0.0934 84 1.5776
1.0034 0.0945 85 1.5925
2.338 0.0957 86 1.6040
1.2273 0.0968 87 1.6145
1.8829 0.0979 88 1.6227
2.2697 0.0990 89 1.6131
2.835 0.1001 90 1.5992
0.3555 0.1012 91 1.5935
2.9143 0.1023 92 1.5740
2.5601 0.1034 93 1.5500
2.8801 0.1046 94 1.5172
2.6985 0.1057 95 1.4825
2.5985 0.1068 96 1.4548
2.0787 0.1079 97 1.4412
2.4753 0.1090 98 1.4316
1.8741 0.1101 99 1.4238
2.1989 0.1112 100 1.4164
1.3169 0.1123 101 1.4027
1.3048 0.1135 102 1.3867
0.7764 0.1146 103 1.3719
0.8508 0.1157 104 1.3588
0.4721 0.1168 105 1.3525
0.4086 0.1179 106 1.3506
1.7034 0.1190 107 1.3473
0.3793 0.1201 108 1.3515
1.7981 0.1212 109 1.3544
0.4725 0.1224 110 1.3494
2.4311 0.1235 111 1.3452
0.2646 0.1246 112 1.3463
1.5125 0.1257 113 1.3484
0.274 0.1268 114 1.3508
0.6543 0.1279 115 1.3504
1.0734 0.1290 116 1.3564
0.0807 0.1301 117 1.3720
1.1098 0.1313 118 1.3835
1.2668 0.1324 119 1.3981
1.1858 0.1335 120 1.4098
2.2439 0.1346 121 1.4162
2.2215 0.1357 122 1.4175
1.5292 0.1368 123 1.4211
4.4772 0.1379 124 1.4120
0.6193 0.1390 125 1.3991
1.8251 0.1402 126 1.3829
2.5903 0.1413 127 1.3584
0.9496 0.1424 128 1.3395
0.9704 0.1435 129 1.3207
0.5971 0.1446 130 1.3068
0.6696 0.1457 131 1.2787
2.3945 0.1468 132 1.2551
1.7618 0.1479 133 1.2343
2.1055 0.1491 134 1.2151
1.7861 0.1502 135 1.2007
1.8524 0.1513 136 1.1848
2.1329 0.1524 137 1.1716
1.8534 0.1535 138 1.1608
1.9193 0.1546 139 1.1535
1.8217 0.1557 140 1.1533
1.5183 0.1568 141 1.1531
1.744 0.1580 142 1.1562
1.6805 0.1591 143 1.1590
1.2057 0.1602 144 1.1638
1.7226 0.1613 145 1.1691
1.5426 0.1624 146 1.1720
1.7681 0.1635 147 1.1715
1.5663 0.1646 148 1.1703
1.2717 0.1657 149 1.1681
0.8039 0.1669 150 1.1679
1.2106 0.1680 151 1.1639
0.8539 0.1691 152 1.1544
0.3421 0.1702 153 1.1406
1.2 0.1713 154 1.1236
0.3155 0.1724 155 1.1096
1.2796 0.1735 156 1.0939
0.648 0.1746 157 1.0780
0.2594 0.1758 158 1.0654
0.218 0.1769 159 1.0580
1.2881 0.1780 160 1.0553
0.2121 0.1791 161 1.0525
0.2681 0.1802 162 1.0484
0.1772 0.1813 163 1.0433
1.1951 0.1824 164 1.0431
0.5792 0.1835 165 1.0432
1.4317 0.1846 166 1.0434
0.0902 0.1858 167 1.0455
0.9609 0.1869 168 1.0477
2.0043 0.1880 169 1.0491
2.8066 0.1891 170 1.0517
0.1973 0.1902 171 1.0498
0.7001 0.1913 172 1.0493
0.07 0.1924 173 1.0540
0.0593 0.1935 174 1.0651
1.1858 0.1947 175 1.0772
0.0208 0.1958 176 1.0938
1.3335 0.1969 177 1.1051
1.0653 0.1980 178 1.1173
0.77 0.1991 179 1.1302
0.5963 0.2002 180 1.1367
1.6982 0.2013 181 1.1443
0.6833 0.2024 182 1.1593
1.5979 0.2036 183 1.1647
1.7084 0.2047 184 1.1606
1.5668 0.2058 185 1.1577
1.9099 0.2069 186 1.1516
1.343 0.2080 187 1.1496
1.5356 0.2091 188 1.1468
2.0848 0.2102 189 1.1408
1.5701 0.2113 190 1.1363
2.025 0.2125 191 1.1322
2.268 0.2136 192 1.1289
1.2892 0.2147 193 1.1304
0.7525 0.2158 194 1.1356
2.1636 0.2169 195 1.1357
1.7001 0.2180 196 1.1336
2.0213 0.2191 197 1.1289
2.3829 0.2202 198 1.1277
1.7002 0.2214 199 1.1289
1.5459 0.2225 200 1.1341
1.5605 0.2236 201 1.1391
0.0354 0.2247 202 1.1438
0.0245 0.2258 203 1.1503
0.0288 0.2269 204 1.1558
0.6154 0.2280 205 1.1562
0.5196 0.2291 206 1.1509
1.2114 0.2303 207 1.1400
0.0472 0.2314 208 1.1343
0.382 0.2325 209 1.1238
0.3117 0.2336 210 1.1129
0.195 0.2347 211 1.1039
0.0805 0.2358 212 1.1010
0.3772 0.2369 213 1.0979
0.2097 0.2380 214 1.0995
0.7782 0.2392 215 1.1051
0.1969 0.2403 216 1.1144
0.4024 0.2414 217 1.1237
0.1512 0.2425 218 1.1348
1.5646 0.2436 219 1.1405
0.3151 0.2447 220 1.1419
1.7554 0.2458 221 1.1441
0.6883 0.2469 222 1.1401
1.0699 0.2481 223 1.1363
0.1807 0.2492 224 1.1371
0.1306 0.2503 225 1.1431
1.7597 0.2514 226 1.1486
0.2133 0.2525 227 1.1507
2.0966 0.2536 228 1.1435
1.8127 0.2547 229 1.1284
1.6355 0.2558 230 1.1149
1.5196 0.2570 231 1.1027
1.6257 0.2581 232 1.0923
1.3485 0.2592 233 1.0810
1.5934 0.2603 234 1.0710
1.8309 0.2614 235 1.0625
1.6573 0.2625 236 1.0523
1.2893 0.2636 237 1.0452
1.8672 0.2647 238 1.0393
1.8806 0.2659 239 1.0331
1.6047 0.2670 240 1.0282
1.7251 0.2681 241 1.0256
1.5101 0.2692 242 1.0249
1.5325 0.2703 243 1.0256
1.3231 0.2714 244 1.0277
1.6505 0.2725 245 1.0296
1.681 0.2736 246 1.0312
1.5304 0.2747 247 1.0328
2.0902 0.2759 248 1.0335
1.7615 0.2770 249 1.0351
1.749 0.2781 250 1.0368
1.6146 0.2792 251 1.0376
0.255 0.2803 252 1.0376
0.3552 0.2814 253 1.0370
0.3179 0.2825 254 1.0368
0.301 0.2836 255 1.0377
0.1024 0.2848 256 1.0407
0.2253 0.2859 257 1.0407
0.2825 0.2870 258 1.0370
0.5809 0.2881 259 1.0360
1.2988 0.2892 260 1.0311
2.5663 0.2903 261 1.0252
0.3101 0.2914 262 1.0190
0.5031 0.2925 263 1.0146
1.1346 0.2937 264 1.0105
0.1266 0.2948 265 1.0083
0.129 0.2959 266 1.0094
0.7689 0.2970 267 1.0137
1.4442 0.2981 268 1.0143
0.2176 0.2992 269 1.0145
2.0625 0.3003 270 1.0122
1.0956 0.3014 271 1.0094
0.5316 0.3026 272 1.0108
1.8467 0.3037 273 1.0094
1.4459 0.3048 274 1.0091
0.4201 0.3059 275 1.0149
0.4461 0.3070 276 1.0267
1.8362 0.3081 277 1.0408
1.3001 0.3092 278 1.0483
1.768 0.3103 279 1.0491
0.9666 0.3115 280 1.0466
0.6121 0.3126 281 1.0448
1.9983 0.3137 282 1.0371
1.7632 0.3148 283 1.0310
1.4109 0.3159 284 1.0238
1.6489 0.3170 285 1.0179
1.5482 0.3181 286 1.0129
1.619 0.3192 287 1.0071
0.6192 0.3204 288 1.0033
1.9116 0.3215 289 1.0019
1.5753 0.3226 290 1.0032
2.3204 0.3237 291 1.0035
1.7578 0.3248 292 1.0058
2.5222 0.3259 293 1.0061
1.9398 0.3270 294 1.0064
1.5349 0.3281 295 1.0082
1.5081 0.3293 296 1.0103
1.7842 0.3304 297 1.0132
1.867 0.3315 298 1.0175
1.3196 0.3326 299 1.0221
1.7214 0.3337 300 1.0261
1.3245 0.3348 301 1.0294
0.2538 0.3359 302 1.0293
1.1445 0.3370 303 1.0297
1.9243 0.3382 304 1.0256
0.2245 0.3393 305 1.0260
0.3221 0.3404 306 1.0271
0.2189 0.3415 307 1.0296
0.1769 0.3426 308 1.0287
1.2275 0.3437 309 1.0240
0.1689 0.3448 310 1.0208
2.2955 0.3459 311 1.0154
1.9588 0.3471 312 1.0084
0.1797 0.3482 313 1.0007
0.9536 0.3493 314 0.9961
1.0649 0.3504 315 0.9931
0.1304 0.3515 316 0.9942
0.606 0.3526 317 0.9950
0.727 0.3537 318 0.9972
0.6424 0.3548 319 0.9996
1.6756 0.3560 320 1.0012
2.3348 0.3571 321 1.0004
1.8616 0.3582 322 0.9976
1.3072 0.3593 323 0.9939
0.3905 0.3604 324 0.9894
1.4134 0.3615 325 0.9860
1.7013 0.3626 326 0.9839
0.3586 0.3637 327 0.9813
2.0069 0.3648 328 0.9758
0.5278 0.3660 329 0.9712
1.5287 0.3671 330 0.9675
1.4929 0.3682 331 0.9657
1.667 0.3693 332 0.9649
1.237 0.3704 333 0.9652
1.4674 0.3715 334 0.9661
1.3671 0.3726 335 0.9674
1.6393 0.3737 336 0.9674
2.0745 0.3749 337 0.9670
1.4795 0.3760 338 0.9661
2.0828 0.3771 339 0.9647
1.0505 0.3782 340 0.9628
2.1495 0.3793 341 0.9590
1.1686 0.3804 342 0.9570
1.4332 0.3815 343 0.9573
2.0272 0.3826 344 0.9552
1.3721 0.3838 345 0.9536
1.6578 0.3849 346 0.9524
1.9912 0.3860 347 0.9488
1.6928 0.3871 348 0.9438
1.8232 0.3882 349 0.9392
1.4681 0.3893 350 0.9364
0.6941 0.3904 351 0.9333
0.2774 0.3915 352 0.9315
0.1625 0.3927 353 0.9285
0.4019 0.3938 354 0.9256
1.5112 0.3949 355 0.9215
0.257 0.3960 356 0.9190
0.4281 0.3971 357 0.9189
0.1484 0.3982 358 0.9193
0.1507 0.3993 359 0.9193
0.1906 0.4004 360 0.9188
0.1547 0.4016 361 0.9193
0.7241 0.4027 362 0.9199
0.189 0.4038 363 0.9210
0.1899 0.4049 364 0.9215
0.177 0.4060 365 0.9226
1.8948 0.4071 366 0.9253
0.2655 0.4082 367 0.9279
1.7495 0.4093 368 0.9296
1.5304 0.4105 369 0.9325
0.4043 0.4116 370 0.9376
2.2623 0.4127 371 0.9404
0.1705 0.4138 372 0.9462
1.8279 0.4149 373 0.9518
0.5735 0.4160 374 0.9565
0.6939 0.4171 375 0.9591
1.3096 0.4182 376 0.9588
1.1778 0.4194 377 0.9610
0.5449 0.4205 378 0.9560
0.087 0.4216 379 0.9576
0.1414 0.4227 380 0.9649
0.165 0.4238 381 0.9719
2.0206 0.4249 382 0.9769
1.0 0.4260 383 0.9826
1.5295 0.4271 384 0.9850
0.9033 0.4283 385 0.9859
1.8659 0.4294 386 0.9831
0.7754 0.4305 387 0.9809
2.0899 0.4316 388 0.9782
1.9827 0.4327 389 0.9717
1.5254 0.4338 390 0.9646
1.7747 0.4349 391 0.9579
1.8698 0.4360 392 0.9525
1.5746 0.4372 393 0.9462
0.4105 0.4383 394 0.9447
1.7313 0.4394 395 0.9445
1.8022 0.4405 396 0.9453
1.576 0.4416 397 0.9463
1.5751 0.4427 398 0.9479
1.6672 0.4438 399 0.9501
1.572 0.4449 400 0.9523
1.048 0.4461 401 0.9543
0.07 0.4472 402 0.9575
1.4413 0.4483 403 0.9609
0.0841 0.4494 404 0.9670
0.2638 0.4505 405 0.9683
0.144 0.4516 406 0.9720
0.3071 0.4527 407 0.9805
0.4353 0.4538 408 0.9839
2.6696 0.4549 409 0.9837
0.3602 0.4561 410 0.9808
0.9582 0.4572 411 0.9772
0.1451 0.4583 412 0.9748
0.1769 0.4594 413 0.9728
0.1046 0.4605 414 0.9739
1.7184 0.4616 415 0.9732
0.1259 0.4627 416 0.9752
0.1533 0.4638 417 0.9780
0.2449 0.4650 418 0.9806
0.3465 0.4661 419 0.9792
0.8176 0.4672 420 0.9762
1.3216 0.4683 421 0.9703
1.4561 0.4694 422 0.9650
1.7405 0.4705 423 0.9604
0.2188 0.4716 424 0.9541
0.7922 0.4727 425 0.9462
0.2545 0.4739 426 0.9387
0.1548 0.4750 427 0.9320
1.4584 0.4761 428 0.9269
1.0766 0.4772 429 0.9250
0.725 0.4783 430 0.9248
1.8235 0.4794 431 0.9252
0.1626 0.4805 432 0.9268
0.0717 0.4816 433 0.9296
0.3625 0.4828 434 0.9327
1.7691 0.4839 435 0.9354
0.7091 0.4850 436 0.9410
0.0559 0.4861 437 0.9480
0.1762 0.4872 438 0.9549
1.6251 0.4883 439 0.9592
0.2079 0.4894 440 0.9674
1.6618 0.4905 441 0.9767
2.7082 0.4917 442 0.9838
1.8634 0.4928 443 0.9839
1.4724 0.4939 444 0.9848
1.6626 0.4950 445 0.9859
2.5735 0.4961 446 0.9806
2.2897 0.4972 447 0.9743
1.7994 0.4983 448 0.9690
1.5399 0.4994 449 0.9643
1.966 0.5006 450 0.9596
1.2223 0.5017 451 0.9548
0.0454 0.5028 452 0.9513
0.1607 0.5039 453 0.9481
0.2176 0.5050 454 0.9460
0.2719 0.5061 455 0.9429
1.6287 0.5072 456 0.9370
0.0683 0.5083 457 0.9317
0.0685 0.5095 458 0.9272
0.1051 0.5106 459 0.9237
0.1703 0.5117 460 0.9204
0.1249 0.5128 461 0.9177
0.2606 0.5139 462 0.9165
2.6781 0.5150 463 0.9138
0.2631 0.5161 464 0.9114
1.0206 0.5172 465 0.9109
1.2081 0.5184 466 0.9091
0.1338 0.5195 467 0.9062
0.228 0.5206 468 0.9038
0.2389 0.5217 469 0.9021
0.4553 0.5228 470 0.9024
1.9758 0.5239 471 0.9014
0.2372 0.5250 472 0.8994
1.3759 0.5261 473 0.8976
0.2539 0.5273 474 0.8974
1.8096 0.5284 475 0.8975
0.7604 0.5295 476 0.8961
1.2531 0.5306 477 0.8940
1.1764 0.5317 478 0.8916
0.1205 0.5328 479 0.8895
1.6164 0.5339 480 0.8886
1.4468 0.5350 481 0.8875
0.8834 0.5362 482 0.8859
1.4551 0.5373 483 0.8854
1.6162 0.5384 484 0.8856
1.6151 0.5395 485 0.8869
1.5783 0.5406 486 0.8890
0.6407 0.5417 487 0.8915
1.3884 0.5428 488 0.8944
1.8659 0.5439 489 0.8953
1.7978 0.5451 490 0.8966
1.1046 0.5462 491 0.8983
1.421 0.5473 492 0.9010
1.2386 0.5484 493 0.9034
2.1274 0.5495 494 0.9042
1.472 0.5506 495 0.9057
1.6057 0.5517 496 0.9072
1.7172 0.5528 497 0.9087
1.4565 0.5539 498 0.9106
1.6786 0.5551 499 0.9131
1.4197 0.5562 500 0.9154
0.2015 0.5573 501 0.9178
0.6688 0.5584 502 0.9191
0.9548 0.5595 503 0.9196
0.312 0.5606 504 0.9194
0.7536 0.5617 505 0.9160
0.0563 0.5628 506 0.9144
0.0624 0.5640 507 0.9136
0.0988 0.5651 508 0.9141
0.3045 0.5662 509 0.9143
0.0377 0.5673 510 0.9158
1.53 0.5684 511 0.9163
0.0603 0.5695 512 0.9193
0.0278 0.5706 513 0.9244
1.2749 0.5717 514 0.9276
0.576 0.5729 515 0.9294
0.7881 0.5740 516 0.9331
0.3867 0.5751 517 0.9340
0.4875 0.5762 518 0.9323
0.0118 0.5773 519 0.9320
1.1475 0.5784 520 0.9306
1.1081 0.5795 521 0.9293
0.3364 0.5806 522 0.9298
0.541 0.5818 523 0.9287
0.0081 0.5829 524 0.9298
1.9083 0.5840 525 0.9298
1.1584 0.5851 526 0.9294
0.6945 0.5862 527 0.9298
0.0169 0.5873 528 0.9315
0.4948 0.5884 529 0.9340
0.5595 0.5895 530 0.9392
1.5655 0.5907 531 0.9446
1.8649 0.5918 532 0.9486
1.3572 0.5929 533 0.9534
1.809 0.5940 534 0.9580
1.3793 0.5951 535 0.9640
1.226 0.5962 536 0.9705
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0.0322 1.7464 1570 0.7963
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1.4423 1.7486 1572 0.7961
0.91 1.7497 1573 0.7962
1.0152 1.7508 1574 0.7960
0.0507 1.7519 1575 0.7959
0.9401 1.7531 1576 0.7958
0.4271 1.7542 1577 0.7961
0.1923 1.7553 1578 0.7974
1.3395 1.7564 1579 0.7994
0.1772 1.7575 1580 0.8019
0.7208 1.7586 1581 0.8050
0.4183 1.7597 1582 0.8097
0.1822 1.7608 1583 0.8146
0.9538 1.7620 1584 0.8185
0.0984 1.7631 1585 0.8225
0.0262 1.7642 1586 0.8263
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0.1821 1.7664 1588 0.8345
1.6246 1.7675 1589 0.8381
1.2562 1.7686 1590 0.8393
0.9315 1.7697 1591 0.8393
1.6576 1.7709 1592 0.8394
1.2396 1.7720 1593 0.8396
1.2 1.7731 1594 0.8401
1.8489 1.7742 1595 0.8404
1.8223 1.7753 1596 0.8387
1.8779 1.7764 1597 0.8372
1.6186 1.7775 1598 0.8350
1.7399 1.7786 1599 0.8335
0.3663 1.7798 1600 0.8320
0.048 1.7809 1601 0.8304
0.2076 1.7820 1602 0.8294
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0.0526 1.7842 1604 0.8284
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0.305 1.7864 1606 0.8292
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0.1252 1.7887 1608 0.8311
0.1606 1.7898 1609 0.8315
0.0918 1.7909 1610 0.8339
0.1215 1.7920 1611 0.8353
0.1895 1.7931 1612 0.8367
0.9384 1.7942 1613 0.8381
0.2112 1.7953 1614 0.8395
0.3986 1.7964 1615 0.8410
0.8468 1.7976 1616 0.8413
0.1422 1.7987 1617 0.8409
0.1265 1.7998 1618 0.8402
0.7873 1.8009 1619 0.8378
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1.1094 1.8042 1622 0.8309
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1.4922 1.8209 1637 0.8044
1.602 1.8220 1638 0.8033
1.532 1.8231 1639 0.8024
2.3022 1.8242 1640 0.8017
1.0309 1.8254 1641 0.8009
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1.35 1.8276 1643 0.8001
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1.3929 1.8298 1645 0.7997
1.6213 1.8309 1646 0.7994
1.2308 1.8320 1647 0.7993
1.8324 1.8331 1648 0.7991
1.4515 1.8343 1649 0.7986
0.053 1.8354 1650 0.7984
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1.872 1.8532 1666 0.7973
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0.1479 1.8554 1668 0.7975
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0.12 1.8576 1670 0.7971
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0.4493 1.8598 1672 0.7965
0.142 1.8610 1673 0.7966
0.6782 1.8621 1674 0.7965
0.6413 1.8632 1675 0.7968
0.1142 1.8643 1676 0.7973
1.2024 1.8654 1677 0.7980
1.3174 1.8665 1678 0.7988
1.6067 1.8676 1679 0.7998
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1.5682 1.8699 1681 0.8010
1.5205 1.8710 1682 0.8016
0.4489 1.8721 1683 0.8022
0.8175 1.8732 1684 0.8025
1.4963 1.8743 1685 0.8026
1.169 1.8754 1686 0.8031
1.0243 1.8765 1687 0.8035
1.1168 1.8776 1688 0.8043
1.0448 1.8788 1689 0.8050
0.6105 1.8799 1690 0.8060
1.4621 1.8810 1691 0.8071
1.7288 1.8821 1692 0.8083
1.8469 1.8832 1693 0.8095
1.1544 1.8843 1694 0.8103
3.2608 1.8854 1695 0.8101
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1.0073 1.8966 1705 0.8157
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1.1878 1.9021 1710 0.8203
1.6591 1.9032 1711 0.8211
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1.0331 1.9121 1719 0.8254
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1.4838 1.9333 1738 0.8212
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1.6566 1.9566 1759 0.8222
0.1082 1.9577 1760 0.8218
0.4689 1.9588 1761 0.8209
1.0157 1.9600 1762 0.8196
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1.4967 1.9922 1791 0.8119
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1.76 1.9944 1793 0.8112
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1.6875 1.9967 1795 0.8103
1.2917 1.9978 1796 0.8098
1.4644 1.9989 1797 0.8097
1.4759 2.0 1798 0.8095
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0.1944 2.0056 1803 0.8091
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0.0591 2.0078 1805 0.8091
0.09 2.0089 1806 0.8094
1.2722 2.0100 1807 0.8098
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0.5972 2.0133 1810 0.8119
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1.747 2.0278 1823 0.8155
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1.9592 2.0311 1826 0.8179
1.023 2.0323 1827 0.8189
0.4283 2.0334 1828 0.8195
0.9415 2.0345 1829 0.8201
0.2385 2.0356 1830 0.8207
0.5877 2.0367 1831 0.8213
1.2666 2.0378 1832 0.8224
0.7215 2.0389 1833 0.8232
1.7314 2.0400 1834 0.8240
1.7125 2.0412 1835 0.8248
1.0443 2.0423 1836 0.8257
1.6059 2.0434 1837 0.8269
0.3492 2.0445 1838 0.8279
1.702 2.0456 1839 0.8286
2.8372 2.0467 1840 0.8288
1.1872 2.0478 1841 0.8291
1.9129 2.0489 1842 0.8292
1.132 2.0501 1843 0.8294
1.4119 2.0512 1844 0.8296
1.5721 2.0523 1845 0.8300
1.0254 2.0534 1846 0.8304
1.8107 2.0545 1847 0.8305
0.9845 2.0556 1848 0.8306
0.3972 2.0567 1849 0.8307
0.0791 2.0578 1850 0.8316
0.0758 2.0590 1851 0.8321
0.0459 2.0601 1852 0.8323
0.1972 2.0612 1853 0.8323
0.0752 2.0623 1854 0.8333
0.1841 2.0634 1855 0.8335
0.5516 2.0645 1856 0.8323
0.2298 2.0656 1857 0.8308
0.8784 2.0667 1858 0.8284
1.8443 2.0679 1859 0.8256
0.0832 2.0690 1860 0.8240
0.143 2.0701 1861 0.8226
0.0451 2.0712 1862 0.8220
0.2045 2.0723 1863 0.8211
0.1858 2.0734 1864 0.8195
0.2827 2.0745 1865 0.8189
0.1384 2.0756 1866 0.8183
0.1762 2.0768 1867 0.8187
0.2589 2.0779 1868 0.8188
0.1649 2.0790 1869 0.8187
0.0447 2.0801 1870 0.8195
0.0695 2.0812 1871 0.8210
1.5392 2.0823 1872 0.8213
0.5572 2.0834 1873 0.8213
0.606 2.0845 1874 0.8209
0.8148 2.0857 1875 0.8204
1.4537 2.0868 1876 0.8193
0.0576 2.0879 1877 0.8196
0.9662 2.0890 1878 0.8191
1.3569 2.0901 1879 0.8189
0.5703 2.0912 1880 0.8188
0.2571 2.0923 1881 0.8182
1.8157 2.0934 1882 0.8177
1.6743 2.0945 1883 0.8174
0.1911 2.0957 1884 0.8166
1.6133 2.0968 1885 0.8158
1.0532 2.0979 1886 0.8150
1.7464 2.0990 1887 0.8144
1.2309 2.1001 1888 0.8140
2.0536 2.1012 1889 0.8136
1.339 2.1023 1890 0.8129
0.9884 2.1034 1891 0.8121
1.1049 2.1046 1892 0.8118
2.1256 2.1057 1893 0.8109
0.8976 2.1068 1894 0.8105
2.0437 2.1079 1895 0.8099
1.3358 2.1090 1896 0.8095
1.1334 2.1101 1897 0.8095
1.19 2.1112 1898 0.8093
0.3832 2.1123 1899 0.8089
0.042 2.1135 1900 0.8086
0.2511 2.1146 1901 0.8085
0.1439 2.1157 1902 0.8082
0.2863 2.1168 1903 0.8083
0.1875 2.1179 1904 0.8080
0.104 2.1190 1905 0.8081
1.4708 2.1201 1906 0.8082
0.0983 2.1212 1907 0.8086
0.2098 2.1224 1908 0.8085
1.1265 2.1235 1909 0.8080
0.0726 2.1246 1910 0.8071
1.1949 2.1257 1911 0.8062
0.1737 2.1268 1912 0.8053
0.1556 2.1279 1913 0.8047
0.1533 2.1290 1914 0.8036
0.8561 2.1301 1915 0.8022
1.5786 2.1313 1916 0.8007
0.2714 2.1324 1917 0.7994
0.116 2.1335 1918 0.7978
0.9109 2.1346 1919 0.7960
0.108 2.1357 1920 0.7942
0.4198 2.1368 1921 0.7928
1.1983 2.1379 1922 0.7919
0.9793 2.1390 1923 0.7910
1.0001 2.1402 1924 0.7902
0.6234 2.1413 1925 0.7895
0.1918 2.1424 1926 0.7891
0.3359 2.1435 1927 0.7886
0.7589 2.1446 1928 0.7880
1.1253 2.1457 1929 0.7875
0.7433 2.1468 1930 0.7869
1.0589 2.1479 1931 0.7864
1.1689 2.1491 1932 0.7861
0.825 2.1502 1933 0.7859
1.8352 2.1513 1934 0.7856
1.2677 2.1524 1935 0.7859
1.5465 2.1535 1936 0.7861
1.8866 2.1546 1937 0.7862
1.9481 2.1557 1938 0.7861
1.0132 2.1568 1939 0.7864
1.4202 2.1580 1940 0.7867
0.4956 2.1591 1941 0.7871
1.5 2.1602 1942 0.7877
1.4022 2.1613 1943 0.7882
1.4192 2.1624 1944 0.7886
1.7985 2.1635 1945 0.7893
1.9861 2.1646 1946 0.7896
1.8836 2.1657 1947 0.7899
1.3428 2.1669 1948 0.7901
0.3634 2.1680 1949 0.7903
0.2863 2.1691 1950 0.7904
0.2727 2.1702 1951 0.7906
0.1933 2.1713 1952 0.7906
0.1228 2.1724 1953 0.7909
0.135 2.1735 1954 0.7909
0.0977 2.1746 1955 0.7910
0.1221 2.1758 1956 0.7909
0.0345 2.1769 1957 0.7908
0.1937 2.1780 1958 0.7910
0.2213 2.1791 1959 0.7915
0.1322 2.1802 1960 0.7919
0.2655 2.1813 1961 0.7928
0.1402 2.1824 1962 0.7936
0.6266 2.1835 1963 0.7941
0.0893 2.1846 1964 0.7945
1.2012 2.1858 1965 0.7953
1.0283 2.1869 1966 0.7959
0.1171 2.1880 1967 0.7967
0.3325 2.1891 1968 0.7979
0.037 2.1902 1969 0.7994
0.1933 2.1913 1970 0.8005
1.7513 2.1924 1971 0.8009
0.1514 2.1935 1972 0.8021
0.2484 2.1947 1973 0.8027
0.0267 2.1958 1974 0.8038
0.6585 2.1969 1975 0.8047
0.1021 2.1980 1976 0.8060
0.6819 2.1991 1977 0.8073
0.2105 2.2002 1978 0.8082
1.1334 2.2013 1979 0.8091
1.2161 2.2024 1980 0.8099
1.0852 2.2036 1981 0.8103
0.6283 2.2047 1982 0.8104
1.5291 2.2058 1983 0.8104
1.5804 2.2069 1984 0.8107
0.7778 2.2080 1985 0.8100
1.7425 2.2091 1986 0.8096
1.094 2.2102 1987 0.8084
1.1517 2.2113 1988 0.8076
1.6564 2.2125 1989 0.8069
0.2862 2.2136 1990 0.8067
1.2113 2.2147 1991 0.8060
1.1245 2.2158 1992 0.8056
1.0473 2.2169 1993 0.8053
1.1306 2.2180 1994 0.8051
1.7533 2.2191 1995 0.8049
1.7528 2.2202 1996 0.8050
1.041 2.2214 1997 0.8053
1.7567 2.2225 1998 0.8055
0.6952 2.2236 1999 0.8056
0.217 2.2247 2000 0.8054
0.5035 2.2258 2001 0.8053
0.2137 2.2269 2002 0.8049
0.0366 2.2280 2003 0.8047
0.0387 2.2291 2004 0.8051
1.2857 2.2303 2005 0.8056
1.1044 2.2314 2006 0.8058
0.221 2.2325 2007 0.8058
0.159 2.2336 2008 0.8068
0.3445 2.2347 2009 0.8073
1.4003 2.2358 2010 0.8074
0.0509 2.2369 2011 0.8078
2.2133 2.2380 2012 0.8078
0.1404 2.2392 2013 0.8072
0.193 2.2403 2014 0.8066
2.0478 2.2414 2015 0.8055
0.1626 2.2425 2016 0.8050
1.6571 2.2436 2017 0.8041
0.1065 2.2447 2018 0.8032
0.1885 2.2458 2019 0.8024
0.5714 2.2469 2020 0.8015
0.144 2.2481 2021 0.8009
0.1963 2.2492 2022 0.8012
0.1324 2.2503 2023 0.8011
1.0246 2.2514 2024 0.8014
1.4993 2.2525 2025 0.8016
0.4914 2.2536 2026 0.8018
0.6109 2.2547 2027 0.8017
1.2895 2.2558 2028 0.8013
1.709 2.2570 2029 0.8008
0.1208 2.2581 2030 0.8007
1.9025 2.2592 2031 0.8005
1.4313 2.2603 2032 0.8005
1.2721 2.2614 2033 0.8010
1.3929 2.2625 2034 0.8017
0.259 2.2636 2035 0.8026
1.3017 2.2647 2036 0.8035
1.9006 2.2659 2037 0.8040
1.6986 2.2670 2038 0.8049
1.44 2.2681 2039 0.8056
1.5887 2.2692 2040 0.8060
2.051 2.2703 2041 0.8061
1.8645 2.2714 2042 0.8062
1.1789 2.2725 2043 0.8064
2.3965 2.2736 2044 0.8067
1.7286 2.2747 2045 0.8070
1.9504 2.2759 2046 0.8071
1.0462 2.2770 2047 0.8070
1.3281 2.2781 2048 0.8072
0.3158 2.2792 2049 0.8071
0.0743 2.2803 2050 0.8072
0.1278 2.2814 2051 0.8074
0.1686 2.2825 2052 0.8075
0.1274 2.2836 2053 0.8077
0.089 2.2848 2054 0.8079
0.8628 2.2859 2055 0.8082
0.7943 2.2870 2056 0.8077
0.1301 2.2881 2057 0.8071
0.2256 2.2892 2058 0.8065
0.1182 2.2903 2059 0.8059
0.115 2.2914 2060 0.8055
0.8352 2.2925 2061 0.8050
0.1145 2.2937 2062 0.8043
1.0578 2.2948 2063 0.8032
0.194 2.2959 2064 0.8024
0.061 2.2970 2065 0.8015
0.9172 2.2981 2066 0.8008
0.0979 2.2992 2067 0.8000
0.0518 2.3003 2068 0.7994
0.1185 2.3014 2069 0.7989
0.1292 2.3026 2070 0.7994
0.1247 2.3037 2071 0.8003
0.6655 2.3048 2072 0.8011
1.1948 2.3059 2073 0.8016
1.1384 2.3070 2074 0.8020
1.068 2.3081 2075 0.8019
0.1339 2.3092 2076 0.8016
1.055 2.3103 2077 0.8011
0.0395 2.3115 2078 0.8004
1.0997 2.3126 2079 0.8000
1.2984 2.3137 2080 0.7995
1.1363 2.3148 2081 0.7991
0.1402 2.3159 2082 0.7989
0.0136 2.3170 2083 0.7987
0.1221 2.3181 2084 0.7991
1.0947 2.3192 2085 0.7996
1.049 2.3204 2086 0.8000
1.1115 2.3215 2087 0.8004
1.1633 2.3226 2088 0.8010
1.3757 2.3237 2089 0.8015
1.6552 2.3248 2090 0.8019
1.9541 2.3259 2091 0.8023
1.7233 2.3270 2092 0.8027
1.5895 2.3281 2093 0.8027
2.0405 2.3293 2094 0.8028
1.2795 2.3304 2095 0.8029
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0.1438 2.9055 2612 0.7840
1.2221 2.9066 2613 0.7839
0.0156 2.9077 2614 0.7838
0.0847 2.9088 2615 0.7839
0.8671 2.9099 2616 0.7839
0.0198 2.9110 2617 0.7838
0.6977 2.9121 2618 0.7839
0.1272 2.9132 2619 0.7839
0.9713 2.9143 2620 0.7840
1.1521 2.9155 2621 0.7839
0.718 2.9166 2622 0.7838
0.1981 2.9177 2623 0.7837
0.4061 2.9188 2624 0.7838
0.4543 2.9199 2625 0.7837
0.7475 2.9210 2626 0.7837
0.878 2.9221 2627 0.7836
1.2387 2.9232 2628 0.7836
1.2712 2.9244 2629 0.7836
0.4232 2.9255 2630 0.7837
1.6084 2.9266 2631 0.7837
0.9571 2.9277 2632 0.7837
0.6519 2.9288 2633 0.7836
1.1437 2.9299 2634 0.7835
1.6637 2.9310 2635 0.7834
1.1906 2.9321 2636 0.7835
1.6574 2.9333 2637 0.7834
1.6904 2.9344 2638 0.7834
1.6933 2.9355 2639 0.7834
1.0353 2.9366 2640 0.7834
1.1522 2.9377 2641 0.7833
1.0279 2.9388 2642 0.7832
1.5069 2.9399 2643 0.7834
1.7763 2.9410 2644 0.7834
1.1176 2.9422 2645 0.7833
1.5643 2.9433 2646 0.7833
1.7622 2.9444 2647 0.7832
1.6667 2.9455 2648 0.7832
0.4148 2.9466 2649 0.7832
0.4092 2.9477 2650 0.7832
0.3592 2.9488 2651 0.7831
1.9199 2.9499 2652 0.7832
0.1868 2.9511 2653 0.7830
0.1144 2.9522 2654 0.7831
0.0213 2.9533 2655 0.7830
0.1833 2.9544 2656 0.7830
0.0725 2.9555 2657 0.7829
0.4307 2.9566 2658 0.7829
0.2273 2.9577 2659 0.7829
0.0569 2.9588 2660 0.7829
1.3159 2.9600 2661 0.7829
1.0308 2.9611 2662 0.7829
0.2523 2.9622 2663 0.7829
0.0237 2.9633 2664 0.7830
0.2497 2.9644 2665 0.7829
0.1105 2.9655 2666 0.7828
0.8522 2.9666 2667 0.7829
0.1672 2.9677 2668 0.7829
0.6849 2.9689 2669 0.7829
0.4016 2.9700 2670 0.7828
0.1031 2.9711 2671 0.7829
0.8324 2.9722 2672 0.7829
0.339 2.9733 2673 0.7830
0.0526 2.9744 2674 0.7829
0.1469 2.9755 2675 0.7830
0.5769 2.9766 2676 0.7830
1.5399 2.9778 2677 0.7831
1.6727 2.9789 2678 0.7832
0.3733 2.9800 2679 0.7831
0.8024 2.9811 2680 0.7831
1.4253 2.9822 2681 0.7832
1.418 2.9833 2682 0.7832
1.2311 2.9844 2683 0.7831
1.4175 2.9855 2684 0.7831
1.5036 2.9867 2685 0.7831
1.9013 2.9878 2686 0.7832
1.176 2.9889 2687 0.7832
1.6634 2.9900 2688 0.7832
1.0697 2.9911 2689 0.7832
1.831 2.9922 2690 0.7832
1.1826 2.9933 2691 0.7832
0.8398 2.9944 2692 0.7832
0.9606 2.9956 2693 0.7833
1.7665 2.9967 2694 0.7832
1.6684 2.9978 2695 0.7832
1.6311 2.9989 2696 0.7833
1.0668 3.0 2697 0.7833

Framework versions

  • PEFT 0.11.1
  • Transformers 4.41.2
  • Pytorch 2.3.1+cu121
  • Datasets 2.19.2
  • Tokenizers 0.19.1
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