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BERiT_wl_custom_architecture_150_epochs

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roberta
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BERiT_wl_custom_architecture_150_epochs

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 6.1874

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: 0.0005
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 150

Training results

Training Loss Epoch Step Validation Loss
24.8046 0.19 500 12.7123
11.0129 0.39 1000 9.6736
8.9635 0.58 1500 8.4964
8.0902 0.77 2000 7.8951
7.9548 0.97 2500 7.8226
7.6509 1.16 3000 7.7462
7.6147 1.36 3500 7.6485
7.5591 1.55 4000 7.6231
7.5172 1.74 4500 7.6365
7.4983 1.94 5000 7.4450
7.4245 2.13 5500 7.4577
7.2719 2.32 6000 7.3436
7.3124 2.52 6500 7.3705
7.2521 2.71 7000 7.3035
7.2334 2.9 7500 7.3254
7.2194 3.1 8000 7.2225
7.1485 3.29 8500 7.1902
7.1457 3.49 9000 7.2074
7.0741 3.68 9500 7.1499
7.0648 3.87 10000 7.1375
7.1039 4.07 10500 7.0124
7.063 4.26 11000 7.0609
7.0149 4.45 11500 7.0481
6.9925 4.65 12000 6.9921
7.007 4.84 12500 6.9332
6.9724 5.03 13000 6.9564
6.9151 5.23 13500 6.9191
6.9024 5.42 14000 6.9580
6.9217 5.62 14500 6.9994
6.8691 5.81 15000 6.8627
6.9037 6.0 15500 6.9464
6.9068 6.2 16000 6.8337
6.8132 6.39 16500 6.9507
6.879 6.58 17000 6.8269
6.8611 6.78 17500 6.8231
6.832 6.97 18000 6.8648
6.888 7.16 18500 6.9218
6.846 7.36 19000 6.8436
6.8934 7.55 19500 6.8003
6.8736 7.75 20000 6.7671
6.8185 7.94 20500 6.7706
6.8035 8.13 21000 6.7937
6.8225 8.33 21500 6.7516
6.7246 8.52 22000 6.7865
6.8394 8.71 22500 6.7451
6.8449 8.91 23000 6.7132
6.8184 9.1 23500 6.7226
6.7183 9.3 24000 6.7481
6.7688 9.49 24500 6.8439
6.8213 9.68 25000 6.7382
6.8382 9.88 25500 6.7100
6.8008 10.07 26000 6.7362
6.7856 10.26 26500 6.7150
6.7678 10.46 27000 6.6879
6.7181 10.65 27500 6.6985
6.7794 10.84 28000 6.7540
6.793 11.04 28500 6.6759
6.758 11.23 29000 6.8282
6.7859 11.43 29500 6.7199
6.7246 11.62 30000 6.7159
6.7074 11.81 30500 6.6741
6.7431 12.01 31000 6.5994
6.7848 12.2 31500 6.7413
6.6443 12.39 32000 6.7307
6.713 12.59 32500 6.6367
6.7182 12.78 33000 6.7215
6.6531 12.97 33500 6.6576
6.6817 13.17 34000 6.6298
6.658 13.36 34500 6.6509
6.6476 13.56 35000 6.6960
6.7139 13.75 35500 6.6714
6.7637 13.94 36000 6.6451
6.6502 14.14 36500 6.6299
6.6488 14.33 37000 6.5919
6.6018 14.52 37500 6.6460
6.6399 14.72 38000 6.5534
6.6708 14.91 38500 6.5580
6.618 15.1 39000 6.6200
6.6335 15.3 39500 6.6398
6.6793 15.49 40000 6.6470
6.6304 15.69 40500 6.5910
6.572 15.88 41000 6.6311
6.5509 16.07 41500 6.5615
6.5801 16.27 42000 6.6375
6.5925 16.46 42500 6.5788
6.6053 16.65 43000 6.5777
6.574 16.85 43500 6.5225
6.6412 17.04 44000 6.6745
6.6383 17.23 44500 6.6072
6.5596 17.43 45000 6.6791
6.5853 17.62 45500 6.5915
6.5862 17.82 46000 6.5101
6.5739 18.01 46500 6.5603
6.5988 18.2 47000 6.6307
6.5824 18.4 47500 6.5721
6.6016 18.59 48000 6.6443
6.5254 18.78 48500 6.6235
6.6509 18.98 49000 6.5812
6.5534 19.17 49500 6.6311
6.5439 19.36 50000 6.5190
6.4958 19.56 50500 6.6022
6.5812 19.75 51000 6.6042
6.5624 19.95 51500 6.5598
6.4915 20.14 52000 6.5793
6.495 20.33 52500 6.4773
6.579 20.53 53000 6.4957
6.6115 20.72 53500 6.5144
6.5592 20.91 54000 6.5099
6.5474 21.11 54500 6.4373
6.5568 21.3 55000 6.4581
6.4647 21.49 55500 6.4053
6.5423 21.69 56000 6.4721
6.4784 21.88 56500 6.6378
6.4668 22.08 57000 6.4698
6.53 22.27 57500 6.3605
6.5545 22.46 58000 6.4776
6.5224 22.66 58500 6.5105
6.5243 22.85 59000 6.4652
6.5483 23.04 59500 6.5137
6.4688 23.24 60000 6.3626
6.4506 23.43 60500 6.5526
6.4591 23.63 61000 6.5378
6.5187 23.82 61500 6.4938
6.5293 24.01 62000 6.5242
6.4809 24.21 62500 6.3641
6.4143 24.4 63000 6.5578
6.4946 24.59 63500 6.5679
6.4409 24.79 64000 6.5742
6.5167 24.98 64500 6.4332
6.4738 25.17 65000 6.4865
6.479 25.37 65500 6.4287
6.5774 25.56 66000 6.4854
6.5448 25.76 66500 6.5641
6.4514 25.95 67000 6.5859
6.446 26.14 67500 6.5205
6.5242 26.34 68000 6.3855
6.3822 26.53 68500 6.5322
6.4347 26.72 69000 6.4999
6.4718 26.92 69500 6.5620
6.4764 27.11 70000 6.4305
6.4518 27.3 70500 6.5363
6.4408 27.5 71000 6.5173
6.5088 27.69 71500 6.5415
6.4482 27.89 72000 6.4463
6.4399 28.08 72500 6.6054
6.4729 28.27 73000 6.3815
6.4443 28.47 73500 6.4110
6.3291 28.66 74000 6.5276
6.5036 28.85 74500 6.4105
6.3918 29.05 75000 6.3938
6.4873 29.24 75500 6.5735
6.4014 29.43 76000 6.5164
6.432 29.63 76500 6.4788
6.4125 29.82 77000 6.5010
6.4635 30.02 77500 6.5212
6.4787 30.21 78000 6.4719
6.3789 30.4 78500 6.4668
6.4376 30.6 79000 6.4990
6.4255 30.79 79500 6.5125
6.4482 30.98 80000 6.5029
6.4854 31.18 80500 6.4148
6.3694 31.37 81000 6.3913
6.4794 31.56 81500 6.4093
6.5298 31.76 82000 6.4897
6.4557 31.95 82500 6.5037
6.4667 32.15 83000 6.5143
6.4302 32.34 83500 6.3899
6.3902 32.53 84000 6.3984
6.4345 32.73 84500 6.5251
6.4463 32.92 85000 6.3555
6.4069 33.11 85500 6.5103
6.3956 33.31 86000 6.4315
6.3726 33.5 86500 6.4607
6.4322 33.69 87000 6.4607
6.4396 33.89 87500 6.5517
6.3791 34.08 88000 6.3945
6.4187 34.28 88500 6.4253
6.3014 34.47 89000 6.4347
6.407 34.66 89500 6.3437
6.3979 34.86 90000 6.4753
6.3886 35.05 90500 6.4109
6.4035 35.24 91000 6.4625
6.3834 35.44 91500 6.2892
6.483 35.63 92000 6.3512
6.4095 35.82 92500 6.4270
6.3819 36.02 93000 6.5161
6.3699 36.21 93500 6.3608
6.4221 36.41 94000 6.4575
6.3719 36.6 94500 6.3277
6.3649 36.79 95000 6.4155
6.3472 36.99 95500 6.3126
6.4035 37.18 96000 6.3849
6.4118 37.37 96500 6.3637
6.4002 37.57 97000 6.5024
6.3689 37.76 97500 6.4493
6.4304 37.96 98000 6.3921
6.3789 38.15 98500 6.5012
6.3972 38.34 99000 6.4389
6.3478 38.54 99500 6.3466
6.3232 38.73 100000 6.3382
6.3631 38.92 100500 6.3558
6.3657 39.12 101000 6.3970
6.2932 39.31 101500 6.4777
6.3664 39.5 102000 6.2743
6.3362 39.7 102500 6.3683
6.2768 39.89 103000 6.3196
6.334 40.09 103500 6.3221
6.3592 40.28 104000 6.4366
6.3813 40.47 104500 6.3348
6.3267 40.67 105000 6.4029
6.3469 40.86 105500 6.4179
6.3868 41.05 106000 6.4578
6.3341 41.25 106500 6.2580
6.2609 41.44 107000 6.3612
6.389 41.63 107500 6.3980
6.3666 41.83 108000 6.3497
6.4192 42.02 108500 6.2666
6.3131 42.22 109000 6.5009
6.3601 42.41 109500 6.3073
6.3056 42.6 110000 6.4017
6.2856 42.8 110500 6.4237
6.3414 42.99 111000 6.3046
6.2585 43.18 111500 6.4079
6.3364 43.38 112000 6.3337
6.3018 43.57 112500 6.3583
6.2755 43.76 113000 6.2363
6.3035 43.96 113500 6.4418
6.329 44.15 114000 6.3339
6.3575 44.35 114500 6.2747
6.2961 44.54 115000 6.3100
6.3076 44.73 115500 6.2249
6.2606 44.93 116000 6.4091
6.3815 45.12 116500 6.3758
6.2911 45.31 117000 6.4308
6.3574 45.51 117500 6.3929
6.3193 45.7 118000 6.3429
6.2575 45.89 118500 6.4090
6.3526 46.09 119000 6.3755
6.3276 46.28 119500 6.2963
6.312 46.48 120000 6.3950
6.3039 46.67 120500 6.3574
6.3238 46.86 121000 6.4058
6.3289 47.06 121500 6.3378
6.2875 47.25 122000 6.3826
6.2757 47.44 122500 6.3762
6.3295 47.64 123000 6.3390
6.3808 47.83 123500 6.4283
6.2946 48.02 124000 6.4961
6.2336 48.22 124500 6.4333
6.2962 48.41 125000 6.3670
6.2817 48.61 125500 6.4529
6.3436 48.8 126000 6.4104
6.3781 48.99 126500 6.4424
6.2011 49.19 127000 6.3477
6.2685 49.38 127500 6.5722
6.3064 49.57 128000 6.2416
6.281 49.77 128500 6.2986
6.2667 49.96 129000 6.5320
6.2257 50.15 129500 6.3083
6.3593 50.35 130000 6.2661
6.2716 50.54 130500 6.4043
6.3103 50.74 131000 6.2645
6.3174 50.93 131500 6.3595
6.2355 51.12 132000 6.5065
6.2585 51.32 132500 6.3787
6.2728 51.51 133000 6.4104
6.2537 51.7 133500 6.3260
6.2933 51.9 134000 6.3715
6.1818 52.09 134500 6.2909
6.2838 52.29 135000 6.3538
6.233 52.48 135500 6.3544
6.2805 52.67 136000 6.3863
6.2157 52.87 136500 6.3701
6.2898 53.06 137000 6.3410
6.345 53.25 137500 6.3239
6.2705 53.45 138000 6.4318
6.2903 53.64 138500 6.2804
6.263 53.83 139000 6.3537
6.2182 54.03 139500 6.3480
6.2744 54.22 140000 6.3195
6.3152 54.42 140500 6.3934
6.2659 54.61 141000 6.3332
6.2617 54.8 141500 6.2579
6.3094 55.0 142000 6.2328
6.3308 55.19 142500 6.4148
6.2936 55.38 143000 6.2176
6.2945 55.58 143500 6.4020
6.1785 55.77 144000 6.1351
6.2737 55.96 144500 6.2304
6.2682 56.16 145000 6.2812
6.2155 56.35 145500 6.2700
6.226 56.55 146000 6.2475
6.2009 56.74 146500 6.3340
6.2521 56.93 147000 6.3261
6.1959 57.13 147500 6.3872
6.2285 57.32 148000 6.3304
6.2091 57.51 148500 6.3322
6.239 57.71 149000 6.2846
6.1941 57.9 149500 6.4017
6.2541 58.09 150000 6.2042
6.226 58.29 150500 6.3695
6.2403 58.48 151000 6.3264
6.2554 58.68 151500 6.2559
6.3007 58.87 152000 6.3502
6.2424 59.06 152500 6.3547
6.2272 59.26 153000 6.4295
6.1892 59.45 153500 6.6607
6.2815 59.64 154000 6.3525
6.2244 59.84 154500 6.3523
6.2797 60.03 155000 6.3626
6.2187 60.22 155500 6.4222
6.2169 60.42 156000 6.3485
6.2496 60.61 156500 6.3356
6.1102 60.81 157000 6.3071
6.3578 61.0 157500 6.3002
6.2318 61.19 158000 6.4061
6.2639 61.39 158500 6.3478
6.2794 61.58 159000 6.2974
6.2083 61.77 159500 6.3217
6.2093 61.97 160000 6.3045
6.1462 62.16 160500 6.1949
6.3406 62.35 161000 6.4346
6.2244 62.55 161500 6.3671
6.1255 62.74 162000 6.2972
6.1893 62.94 162500 6.4379
6.3224 63.13 163000 6.3682
6.1818 63.32 163500 6.4431
6.2361 63.52 164000 6.3767
6.244 63.71 164500 6.2516
6.187 63.9 165000 6.3070
6.1588 64.1 165500 6.4251
6.1975 64.29 166000 6.2673
6.2274 64.48 166500 6.3508
6.2535 64.68 167000 6.4831
6.2225 64.87 167500 6.3635
6.2468 65.07 168000 6.2326
6.2217 65.26 168500 6.4788
6.2087 65.45 169000 6.3234
6.2096 65.65 169500 6.2796
6.2535 65.84 170000 6.4544
6.2393 66.03 170500 6.4444
6.1029 66.23 171000 6.3661
6.2625 66.42 171500 6.3198
6.2007 66.62 172000 6.2895
6.2242 66.81 172500 6.3142
6.1879 67.0 173000 6.2988
6.2059 67.2 173500 6.3206
6.1516 67.39 174000 6.3751
6.1668 67.58 174500 6.4656
6.2432 67.78 175000 6.3792
6.2393 67.97 175500 6.2346
6.1305 68.16 176000 6.3603
6.178 68.36 176500 6.2234
6.212 68.55 177000 6.4403
6.2127 68.75 177500 6.5191
6.2136 68.94 178000 6.2183
6.2512 69.13 178500 6.3650
6.1163 69.33 179000 6.5378
6.1848 69.52 179500 6.4186
6.1964 69.71 180000 6.2395
6.1588 69.91 180500 6.5267
6.1854 70.1 181000 6.3233
6.1393 70.29 181500 6.3408
6.2122 70.49 182000 6.3399
6.222 70.68 182500 6.4418
6.1902 70.88 183000 6.4005
6.2175 71.07 183500 6.2667
6.2296 71.26 184000 6.3934
6.1185 71.46 184500 6.3090
6.1187 71.65 185000 6.3091
6.2343 71.84 185500 6.3387
6.2313 72.04 186000 6.4123
6.1379 72.23 186500 6.4942
6.238 72.42 187000 6.3057
6.1262 72.62 187500 6.4627
6.1365 72.81 188000 6.2741
6.1417 73.01 188500 6.3133
6.149 73.2 189000 6.3316
6.204 73.39 189500 6.3873
6.2358 73.59 190000 6.2632
6.16 73.78 190500 6.3650
6.2077 73.97 191000 6.4518
6.1722 74.17 191500 6.2005
6.0955 74.36 192000 6.2851
6.1319 74.55 192500 6.2528
6.1369 74.75 193000 6.5142
6.2238 74.94 193500 6.3739
6.1216 75.14 194000 6.2585
6.1693 75.33 194500 6.3033
6.12 75.52 195000 6.3827
6.2106 75.72 195500 6.2327
6.2167 75.91 196000 6.2846
6.1482 76.1 196500 6.4921
6.1469 76.3 197000 6.3111
6.1408 76.49 197500 6.3837
6.1839 76.68 198000 6.2321
6.2089 76.88 198500 6.3958
6.105 77.07 199000 6.4688
6.1359 77.27 199500 6.3164
6.0968 77.46 200000 6.3570
6.1781 77.65 200500 6.2488
6.1875 77.85 201000 6.2816
6.1976 78.04 201500 6.4296
6.1707 78.23 202000 6.1862
6.151 78.43 202500 6.3307
6.1146 78.62 203000 6.3054
6.1971 78.81 203500 6.3942
6.2385 79.01 204000 6.2846
6.1088 79.2 204500 6.5546
6.1813 79.4 205000 6.4800
6.2204 79.59 205500 6.3196
6.1673 79.78 206000 6.4677
6.2331 79.98 206500 6.2786
6.0863 80.17 207000 6.3500
6.1129 80.36 207500 6.2943
6.158 80.56 208000 6.3409
6.1544 80.75 208500 6.2672
6.1335 80.95 209000 6.3621
6.224 81.14 209500 6.3680
6.0753 81.33 210000 6.1947
6.1137 81.53 210500 6.4236
6.1313 81.72 211000 6.2549
6.2197 81.91 211500 6.2092
6.1815 82.11 212000 6.3099
6.0535 82.3 212500 6.4345
6.1012 82.49 213000 6.2444
6.1536 82.69 213500 6.4629
6.1593 82.88 214000 6.2807
6.1092 83.08 214500 6.3169
6.1626 83.27 215000 6.1781
6.1653 83.46 215500 6.3139
6.2015 83.66 216000 6.4126
6.1827 83.85 216500 6.3927
6.1526 84.04 217000 6.2633
6.1705 84.24 217500 6.4309
6.0917 84.43 218000 6.4007
6.1351 84.62 218500 6.2670
6.0758 84.82 219000 6.4789
6.0173 85.01 219500 6.3091
6.1034 85.21 220000 6.3755
6.1238 85.4 220500 6.6736
6.1324 85.59 221000 6.3754
6.1871 85.79 221500 6.2746
6.1551 85.98 222000 6.4359
6.2199 86.17 222500 6.2856
6.1714 86.37 223000 6.1998
6.0669 86.56 223500 6.4683
6.1031 86.75 224000 6.1940
6.1374 86.95 224500 6.4674
6.1401 87.14 225000 6.3528
6.1558 87.34 225500 6.4459
6.0512 87.53 226000 6.1757
6.1377 87.72 226500 6.2645
6.1375 87.92 227000 6.2402
6.0926 88.11 227500 6.3162
6.0877 88.3 228000 6.3065
6.0844 88.5 228500 6.4125
6.0767 88.69 229000 6.4825
6.191 88.88 229500 6.3003
6.1155 89.08 230000 6.4964
6.1384 89.27 230500 6.2906
6.0938 89.47 231000 6.2359
6.1078 89.66 231500 6.2931
6.131 89.85 232000 6.4932
6.0469 90.05 232500 6.3953
6.0826 90.24 233000 6.2308
6.1054 90.43 233500 6.4096
6.128 90.63 234000 6.3669
6.0942 90.82 234500 6.2291
6.0902 91.01 235000 6.4129
6.0365 91.21 235500 6.4048
6.103 91.4 236000 6.3340
6.1112 91.6 236500 6.5937
6.1402 91.79 237000 6.3795
6.1814 91.98 237500 6.4101
6.0968 92.18 238000 6.3921
6.0877 92.37 238500 6.2881
6.1681 92.56 239000 6.3770
6.0637 92.76 239500 6.3274
6.0718 92.95 240000 6.3356
6.1199 93.14 240500 6.2784
6.0929 93.34 241000 6.4138
6.1539 93.53 241500 6.2909
6.1256 93.73 242000 6.2933
6.1872 93.92 242500 6.2459
6.1 94.11 243000 6.3982
6.1501 94.31 243500 6.2645
6.0529 94.5 244000 6.3445
6.0918 94.69 244500 6.2230
6.1225 94.89 245000 6.3748
5.9916 95.08 245500 6.2621
6.1878 95.27 246000 6.3305
6.0875 95.47 246500 6.2892
6.0954 95.66 247000 6.2581
6.1167 95.86 247500 6.2420
6.1107 96.05 248000 6.4639
6.0755 96.24 248500 6.3044
6.0976 96.44 249000 6.3260
6.1027 96.63 249500 6.2483
6.1056 96.82 250000 6.3190
6.0187 97.02 250500 6.2452
6.1126 97.21 251000 6.2942
6.1266 97.41 251500 6.4213
6.1217 97.6 252000 6.3464
6.0499 97.79 252500 6.3229
6.1124 97.99 253000 6.3027
6.108 98.18 253500 6.4417
6.0534 98.37 254000 6.3782
6.0398 98.57 254500 6.3178
6.047 98.76 255000 6.3298
6.1422 98.95 255500 6.3007
6.1034 99.15 256000 6.3839
6.0293 99.34 256500 6.4343
6.0068 99.54 257000 6.3719
6.1498 99.73 257500 6.2130
6.1296 99.92 258000 6.2153
6.0647 100.12 258500 6.3747
6.1241 100.31 259000 6.2765
6.0512 100.5 259500 6.1901
6.0628 100.7 260000 6.2999
6.1612 100.89 260500 6.4049
6.1089 101.08 261000 6.3761
6.0248 101.28 261500 6.3189
6.0749 101.47 262000 6.3750
6.0599 101.67 262500 6.3957
6.0651 101.86 263000 6.3435
6.1145 102.05 263500 6.3425
6.0432 102.25 264000 6.2033
6.0281 102.44 264500 6.0788
6.0403 102.63 265000 6.3782
6.0782 102.83 265500 6.2826
6.1114 103.02 266000 6.2191
6.0744 103.21 266500 6.2138
6.1456 103.41 267000 6.3423
6.0652 103.6 267500 6.3511
6.1563 103.8 268000 6.0975
6.167 103.99 268500 6.3246
6.0227 104.18 269000 6.4232
6.0676 104.38 269500 6.6261
6.0941 104.57 270000 6.2981
6.0018 104.76 270500 6.3241
6.052 104.96 271000 6.3419
6.0276 105.15 271500 6.2942
5.9867 105.34 272000 6.3718
6.0223 105.54 272500 6.3350
6.0527 105.73 273000 6.1741
6.0598 105.93 273500 6.2026
6.0823 106.12 274000 6.3846
6.0429 106.31 274500 6.1483
6.0723 106.51 275000 6.1797
6.0744 106.7 275500 6.4179
6.0975 106.89 276000 6.2767
6.0867 107.09 276500 6.3929
6.0149 107.28 277000 6.2163
6.0958 107.47 277500 6.3619
6.0795 107.67 278000 6.2430
5.9994 107.86 278500 6.2854
6.0246 108.06 279000 6.2356
5.9845 108.25 279500 6.4934
6.0587 108.44 280000 6.1357
6.0536 108.64 280500 6.2619
6.1245 108.83 281000 6.2436
6.04 109.02 281500 6.2919
6.0972 109.22 282000 6.2054
6.0376 109.41 282500 6.3734
6.0864 109.6 283000 6.3019
5.9986 109.8 283500 6.1834
6.0949 109.99 284000 6.3342
6.0034 110.19 284500 6.2156
6.016 110.38 285000 6.3797
6.0444 110.57 285500 6.2416
6.0143 110.77 286000 6.3332
5.9775 110.96 286500 6.2513
6.0207 111.15 287000 6.3844
5.9872 111.35 287500 6.3577
6.1172 111.54 288000 6.2747
6.0457 111.74 288500 6.1936
6.0373 111.93 289000 6.1718
6.0713 112.12 289500 6.3335
6.1118 112.32 290000 6.2619
6.0094 112.51 290500 6.2070
6.0613 112.7 291000 6.2200
6.1184 112.9 291500 6.4332
5.9915 113.09 292000 6.2745
6.0551 113.28 292500 6.2810
6.0033 113.48 293000 6.2718
5.9226 113.67 293500 6.3007
6.0805 113.87 294000 6.1925
6.0287 114.06 294500 6.4383
6.0515 114.25 295000 6.3062
5.9819 114.45 295500 6.2525
6.0159 114.64 296000 6.2048
5.976 114.83 296500 6.3714
6.1055 115.03 297000 6.1493
6.0823 115.22 297500 6.2946
5.9474 115.41 298000 6.2729
6.0996 115.61 298500 6.2949
6.0486 115.8 299000 6.2528
6.0683 116.0 299500 6.1331
6.0145 116.19 300000 6.3231
5.9884 116.38 300500 6.2335
6.0666 116.58 301000 6.1505
6.068 116.77 301500 6.3078
5.989 116.96 302000 6.3503
5.9933 117.16 302500 6.2192
5.9957 117.35 303000 6.4492
6.0553 117.54 303500 6.2934
6.0764 117.74 304000 6.2388
6.1034 117.93 304500 6.3082
6.0721 118.13 305000 6.1408
5.9929 118.32 305500 6.3172
5.9634 118.51 306000 6.1190
6.0719 118.71 306500 6.1553
6.1254 118.9 307000 6.3389
5.986 119.09 307500 6.1912
6.0306 119.29 308000 6.3616
6.0372 119.48 308500 6.2718
6.0292 119.67 309000 6.4873
6.0608 119.87 309500 6.3311
6.0595 120.06 310000 6.3818
5.9674 120.26 310500 6.3674
6.0378 120.45 311000 6.3055
6.0668 120.64 311500 6.1886
6.0235 120.84 312000 6.3711
5.9634 121.03 312500 6.2133
5.9416 121.22 313000 6.2171
5.9672 121.42 313500 6.3439
5.9954 121.61 314000 6.2243
6.0735 121.8 314500 6.1662
6.0652 122.0 315000 6.2343
6.0415 122.19 315500 6.2711
5.941 122.39 316000 6.2159
6.0866 122.58 316500 6.1542
6.1004 122.77 317000 6.3206
6.0116 122.97 317500 6.3592
6.052 123.16 318000 6.1616
6.0093 123.35 318500 6.2311
5.9723 123.55 319000 6.2176
5.9651 123.74 319500 6.2870
5.9994 123.93 320000 6.1601
6.0534 124.13 320500 6.1234
5.9759 124.32 321000 6.1133
6.0716 124.52 321500 6.1318
5.9999 124.71 322000 6.2723
5.9449 124.9 322500 6.3393
5.9497 125.1 323000 6.3490
6.0081 125.29 323500 6.2434
5.9899 125.48 324000 6.2355
5.9943 125.68 324500 6.2021
6.039 125.87 325000 6.2081
5.971 126.07 325500 6.2518
6.0113 126.26 326000 6.2984
5.9926 126.45 326500 6.1162
5.9795 126.65 327000 6.1953
5.9839 126.84 327500 6.3870
6.0708 127.03 328000 6.2780
5.9934 127.23 328500 6.2218
5.9169 127.42 329000 6.2205
6.0101 127.61 329500 6.2630
5.9775 127.81 330000 6.0953
6.0563 128.0 330500 6.2625
5.9326 128.2 331000 6.3160
6.0056 128.39 331500 6.2531
5.9701 128.58 332000 6.3291
5.9928 128.78 332500 6.2678
6.0317 128.97 333000 6.2241
5.9644 129.16 333500 6.3432
5.9619 129.36 334000 6.2009
6.0502 129.55 334500 6.2666
6.0493 129.74 335000 6.3265
5.9662 129.94 335500 6.2069
5.929 130.13 336000 6.3107
5.8884 130.33 336500 6.2392
6.0248 130.52 337000 6.3263
5.9749 130.71 337500 6.2351
6.0686 130.91 338000 6.1432
5.979 131.1 338500 6.2057
5.9756 131.29 339000 6.1497
6.0542 131.49 339500 6.2669
6.0454 131.68 340000 6.2311
6.0368 131.87 340500 6.0745
6.0784 132.07 341000 6.1181
5.8907 132.26 341500 6.2473
5.9635 132.46 342000 6.1953
5.9559 132.65 342500 6.0708
5.9116 132.84 343000 6.1112
6.0154 133.04 343500 6.2833
6.0474 133.23 344000 6.2091
5.9661 133.42 344500 6.1129
5.9438 133.62 345000 6.2510
5.9498 133.81 345500 6.1699
5.9987 134.0 346000 6.0196
6.0424 134.2 346500 6.2066
5.9929 134.39 347000 6.2394
5.9699 134.59 347500 6.1630
5.972 134.78 348000 6.3057
5.8912 134.97 348500 6.2970
5.9103 135.17 349000 6.3566
6.0203 135.36 349500 6.2139
5.9869 135.55 350000 6.0769
5.9502 135.75 350500 6.0977
6.0137 135.94 351000 6.1849
5.9812 136.13 351500 6.1549
5.9503 136.33 352000 6.2457
5.9875 136.52 352500 6.2826
5.9876 136.72 353000 6.3110
6.042 136.91 353500 6.1327
6.0329 137.1 354000 6.1691
5.9558 137.3 354500 6.2415
5.9064 137.49 355000 6.3041
6.083 137.68 355500 6.2303
6.0357 137.88 356000 6.1209
6.0468 138.07 356500 6.1150
5.964 138.26 357000 6.1214
5.9884 138.46 357500 6.1821
5.9335 138.65 358000 6.1667
5.9968 138.85 358500 6.2252
5.9721 139.04 359000 6.2437
5.913 139.23 359500 6.2301
5.9755 139.43 360000 6.1756
5.9696 139.62 360500 6.1874
6.0092 139.81 361000 6.0900
5.9676 140.01 361500 6.1980
5.9832 140.2 362000 6.1899
5.9993 140.4 362500 6.1638
5.9506 140.59 363000 6.1104
6.0256 140.78 363500 6.1285
6.0368 140.98 364000 6.1401
5.9722 141.17 364500 6.2675
5.9025 141.36 365000 6.2461
6.0218 141.56 365500 6.1901
6.0086 141.75 366000 6.0529
5.9125 141.94 366500 6.1999
5.9919 142.14 367000 6.0962
6.0066 142.33 367500 6.2817
5.9304 142.53 368000 6.1493
5.9526 142.72 368500 6.2055
6.039 142.91 369000 6.1313
6.0084 143.11 369500 6.2798
5.9637 143.3 370000 6.0965
5.9513 143.49 370500 6.2137
5.9422 143.69 371000 6.1663
5.9425 143.88 371500 6.0414
5.9642 144.07 372000 6.2704
6.0213 144.27 372500 6.3381
6.014 144.46 373000 6.2437
5.9038 144.66 373500 6.1289
5.96 144.85 374000 6.2737
6.0191 145.04 374500 6.1252
5.9451 145.24 375000 6.2172
5.9917 145.43 375500 6.0619
6.019 145.62 376000 6.1719
5.9217 145.82 376500 6.1744
5.9741 146.01 377000 6.3044
5.951 146.2 377500 6.3080
5.9659 146.4 378000 6.1352
5.9307 146.59 378500 6.2410
5.9273 146.79 379000 6.2210
5.9551 146.98 379500 6.1247
6.0192 147.17 380000 6.2649
5.9587 147.37 380500 6.2528
5.9878 147.56 381000 6.0906
5.937 147.75 381500 6.3361
6.0034 147.95 382000 6.1559
5.9791 148.14 382500 6.2430
5.8866 148.33 383000 6.1914
5.9565 148.53 383500 6.1851
5.9583 148.72 384000 6.1961
5.9533 148.92 384500 6.2176
6.0106 149.11 385000 6.2071
5.9114 149.3 385500 6.1565
5.9484 149.5 386000 6.1509
5.9565 149.69 386500 6.1340
6.0005 149.88 387000 6.1874

Framework versions

  • Transformers 4.27.4
  • Pytorch 1.13.1+cu116
  • Datasets 2.11.0
  • Tokenizers 0.13.2
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