generated_from_trainer

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

distilbert-base-cased-finetuned-ner-finetuned-ner

This model is a fine-tuned version of topmas/distilbert-base-cased-finetuned-ner on an unknown dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 17 0.4153 0.3326 0.1698 0.2249 0.8947
No log 2.0 34 0.3612 0.3385 0.2862 0.3102 0.9080
No log 3.0 51 0.3411 0.4266 0.3058 0.3562 0.9141
No log 4.0 68 0.3186 0.4545 0.3598 0.4017 0.9171
No log 5.0 85 0.2984 0.4233 0.4101 0.4166 0.9181
No log 6.0 102 0.2886 0.5030 0.3952 0.4427 0.9209
No log 7.0 119 0.2806 0.4884 0.4354 0.4604 0.9227
No log 8.0 136 0.2629 0.4994 0.4804 0.4898 0.9250
No log 9.0 153 0.2686 0.5052 0.4852 0.4950 0.9265
No log 10.0 170 0.2656 0.5278 0.4868 0.5065 0.9276
No log 11.0 187 0.2539 0.4924 0.5328 0.5118 0.9275
No log 12.0 204 0.2792 0.6093 0.4868 0.5412 0.9338
No log 13.0 221 0.2518 0.5263 0.5450 0.5355 0.9314
No log 14.0 238 0.2677 0.5171 0.5360 0.5264 0.9312
No log 15.0 255 0.2957 0.4611 0.5365 0.4960 0.9244
No log 16.0 272 0.2635 0.5638 0.5492 0.5564 0.9344
No log 17.0 289 0.2545 0.5052 0.5915 0.5450 0.9312
No log 18.0 306 0.2600 0.5660 0.5556 0.5607 0.9343
No log 19.0 323 0.2767 0.5880 0.5339 0.5596 0.9364
No log 20.0 340 0.2832 0.5782 0.5534 0.5656 0.9359
No log 21.0 357 0.2660 0.5621 0.5841 0.5729 0.9367
No log 22.0 374 0.2855 0.4915 0.6085 0.5437 0.9255
No log 23.0 391 0.2623 0.6019 0.5735 0.5874 0.9384
No log 24.0 408 0.2615 0.5711 0.5884 0.5796 0.9380
No log 25.0 425 0.2876 0.5545 0.5603 0.5574 0.9358
No log 26.0 442 0.2890 0.5796 0.5757 0.5776 0.9380
No log 27.0 459 0.2660 0.5731 0.5889 0.5809 0.9389
No log 28.0 476 0.2849 0.5818 0.5778 0.5798 0.9372
No log 29.0 493 0.2930 0.5817 0.5878 0.5847 0.9386
0.1365 30.0 510 0.2825 0.5310 0.6169 0.5707 0.9340
0.1365 31.0 527 0.2978 0.6088 0.5566 0.5815 0.9396
0.1365 32.0 544 0.2835 0.5860 0.6005 0.5932 0.9394
0.1365 33.0 561 0.2979 0.6040 0.5640 0.5833 0.9400
0.1365 34.0 578 0.2975 0.5842 0.5926 0.5884 0.9395
0.1365 35.0 595 0.2900 0.5910 0.5926 0.5918 0.9397
0.1365 36.0 612 0.2826 0.5751 0.6180 0.5958 0.9400
0.1365 37.0 629 0.2938 0.6038 0.5847 0.5941 0.9413
0.1365 38.0 646 0.3010 0.5871 0.5868 0.5869 0.9398
0.1365 39.0 663 0.3090 0.5720 0.5741 0.5730 0.9376
0.1365 40.0 680 0.3134 0.5872 0.5788 0.5830 0.9390
0.1365 41.0 697 0.2956 0.5781 0.6127 0.5949 0.9392
0.1365 42.0 714 0.3220 0.5854 0.5619 0.5734 0.9382
0.1365 43.0 731 0.2978 0.5560 0.6090 0.5813 0.9378
0.1365 44.0 748 0.3057 0.5973 0.5815 0.5893 0.9403
0.1365 45.0 765 0.3032 0.6193 0.5878 0.6031 0.9420
0.1365 46.0 782 0.3240 0.6094 0.5746 0.5915 0.9400
0.1365 47.0 799 0.2982 0.5999 0.6148 0.6073 0.9412
0.1365 48.0 816 0.3125 0.6052 0.5979 0.6015 0.9412
0.1365 49.0 833 0.3206 0.5729 0.5984 0.5854 0.9396
0.1365 50.0 850 0.3107 0.5823 0.6138 0.5976 0.9408
0.1365 51.0 867 0.3186 0.6107 0.5942 0.6023 0.9409
0.1365 52.0 884 0.3132 0.5971 0.5889 0.5930 0.9410
0.1365 53.0 901 0.3138 0.5709 0.6138 0.5915 0.9398
0.1365 54.0 918 0.3202 0.5868 0.5905 0.5886 0.9406
0.1365 55.0 935 0.3036 0.5892 0.6201 0.6043 0.9420
0.1365 56.0 952 0.3158 0.5783 0.6016 0.5897 0.9407
0.1365 57.0 969 0.3083 0.6024 0.6053 0.6039 0.9421
0.1365 58.0 986 0.3262 0.5831 0.5905 0.5868 0.9392
0.018 59.0 1003 0.3194 0.5783 0.6037 0.5907 0.9398
0.018 60.0 1020 0.3348 0.6130 0.5741 0.5929 0.9413
0.018 61.0 1037 0.3273 0.6053 0.6085 0.6069 0.9421
0.018 62.0 1054 0.3162 0.5936 0.6159 0.6045 0.9412
0.018 63.0 1071 0.3269 0.6105 0.5804 0.5951 0.9417
0.018 64.0 1088 0.3253 0.5941 0.6111 0.6025 0.9420
0.018 65.0 1105 0.3299 0.5884 0.6037 0.5960 0.9414
0.018 66.0 1122 0.3361 0.5970 0.6074 0.6022 0.9408
0.018 67.0 1139 0.3286 0.6032 0.6 0.6016 0.9407
0.018 68.0 1156 0.3384 0.5857 0.5984 0.5920 0.9404
0.018 69.0 1173 0.3371 0.5968 0.5984 0.5976 0.9409
0.018 70.0 1190 0.3352 0.5962 0.6148 0.6054 0.9409
0.018 71.0 1207 0.3318 0.5865 0.6153 0.6006 0.9409
0.018 72.0 1224 0.3494 0.5980 0.5878 0.5928 0.9408
0.018 73.0 1241 0.3303 0.6030 0.6148 0.6089 0.9415
0.018 74.0 1258 0.3455 0.5878 0.5931 0.5905 0.9403
0.018 75.0 1275 0.3311 0.5948 0.6291 0.6115 0.9411
0.018 76.0 1292 0.3396 0.6007 0.5963 0.5985 0.9419
0.018 77.0 1309 0.3372 0.5830 0.6153 0.5987 0.9404
0.018 78.0 1326 0.3484 0.5993 0.5942 0.5967 0.9408
0.018 79.0 1343 0.3408 0.6108 0.6011 0.6059 0.9422
0.018 80.0 1360 0.3462 0.6067 0.5910 0.5988 0.9415
0.018 81.0 1377 0.3505 0.6158 0.5995 0.6075 0.9418
0.018 82.0 1394 0.3347 0.6105 0.6153 0.6129 0.9424
0.018 83.0 1411 0.3449 0.5721 0.6212 0.5956 0.9390
0.018 84.0 1428 0.3428 0.5754 0.6296 0.6013 0.9398
0.018 85.0 1445 0.3456 0.5802 0.6222 0.6005 0.9399
0.018 86.0 1462 0.3524 0.6109 0.5989 0.6049 0.9418
0.018 87.0 1479 0.3563 0.6160 0.5899 0.6027 0.9421
0.018 88.0 1496 0.3571 0.6101 0.5937 0.6018 0.9423
0.0069 89.0 1513 0.3489 0.6076 0.5974 0.6025 0.9424
0.0069 90.0 1530 0.3418 0.5983 0.6217 0.6098 0.9421
0.0069 91.0 1547 0.3495 0.5851 0.5984 0.5917 0.9403
0.0069 92.0 1564 0.3483 0.6114 0.6085 0.6099 0.9428
0.0069 93.0 1581 0.3508 0.6026 0.6090 0.6058 0.9413
0.0069 94.0 1598 0.3499 0.6117 0.6026 0.6071 0.9415
0.0069 95.0 1615 0.3394 0.5999 0.6164 0.6080 0.9420
0.0069 96.0 1632 0.3610 0.6007 0.5995 0.6001 0.9410
0.0069 97.0 1649 0.3471 0.5979 0.6206 0.6090 0.9416
0.0069 98.0 1666 0.3559 0.5902 0.5974 0.5937 0.9408
0.0069 99.0 1683 0.3528 0.6140 0.6101 0.6120 0.9426
0.0069 100.0 1700 0.3552 0.5901 0.6153 0.6024 0.9415
0.0069 101.0 1717 0.3684 0.6201 0.5847 0.6019 0.9420
0.0069 102.0 1734 0.3432 0.6075 0.6011 0.6043 0.9424
0.0069 103.0 1751 0.3567 0.6270 0.5905 0.6082 0.9427
0.0069 104.0 1768 0.3539 0.6009 0.5958 0.5983 0.9417
0.0069 105.0 1785 0.3456 0.5976 0.6169 0.6071 0.9424
0.0069 106.0 1802 0.3551 0.6211 0.6037 0.6123 0.9429
0.0069 107.0 1819 0.3571 0.6035 0.6063 0.6049 0.9423
0.0069 108.0 1836 0.3512 0.5910 0.6222 0.6062 0.9413
0.0069 109.0 1853 0.3527 0.6031 0.6079 0.6055 0.9420
0.0069 110.0 1870 0.3593 0.6213 0.5894 0.6049 0.9421
0.0069 111.0 1887 0.3552 0.6179 0.5905 0.6039 0.9423
0.0069 112.0 1904 0.3552 0.5891 0.6138 0.6012 0.9410
0.0069 113.0 1921 0.3649 0.6290 0.5884 0.6080 0.9414
0.0069 114.0 1938 0.3677 0.6052 0.5968 0.6010 0.9412
0.0069 115.0 1955 0.3615 0.6067 0.5884 0.5974 0.9405
0.0069 116.0 1972 0.3659 0.5927 0.5937 0.5932 0.9404
0.0069 117.0 1989 0.3652 0.6099 0.5931 0.6014 0.9410
0.0042 118.0 2006 0.3668 0.6080 0.6048 0.6064 0.9419
0.0042 119.0 2023 0.3632 0.6173 0.6026 0.6099 0.9428
0.0042 120.0 2040 0.3548 0.6004 0.6090 0.6047 0.9414
0.0042 121.0 2057 0.3617 0.6077 0.6 0.6038 0.9417
0.0042 122.0 2074 0.3676 0.6119 0.5857 0.5985 0.9414
0.0042 123.0 2091 0.3621 0.5965 0.6085 0.6024 0.9406
0.0042 124.0 2108 0.3687 0.6063 0.6111 0.6087 0.9412
0.0042 125.0 2125 0.3635 0.6144 0.6011 0.6076 0.9417
0.0042 126.0 2142 0.3709 0.6020 0.5931 0.5975 0.9406
0.0042 127.0 2159 0.3571 0.6023 0.6217 0.6118 0.9415
0.0042 128.0 2176 0.3722 0.6229 0.5926 0.6074 0.9416
0.0042 129.0 2193 0.3647 0.6156 0.6085 0.6120 0.9420
0.0042 130.0 2210 0.3595 0.5844 0.6228 0.6030 0.9404
0.0042 131.0 2227 0.3750 0.6243 0.5820 0.6024 0.9421
0.0042 132.0 2244 0.3704 0.5986 0.5862 0.5924 0.9411
0.0042 133.0 2261 0.3660 0.6039 0.5952 0.5995 0.9413
0.0042 134.0 2278 0.3762 0.6178 0.5926 0.6049 0.9415
0.0042 135.0 2295 0.3784 0.5993 0.5825 0.5908 0.9405
0.0042 136.0 2312 0.3718 0.5925 0.6101 0.6011 0.9411
0.0042 137.0 2329 0.3832 0.6111 0.5862 0.5984 0.9415
0.0042 138.0 2346 0.3765 0.5919 0.6101 0.6008 0.9412
0.0042 139.0 2363 0.3834 0.6042 0.5984 0.6013 0.9413
0.0042 140.0 2380 0.3763 0.6042 0.6026 0.6034 0.9415
0.0042 141.0 2397 0.3814 0.6075 0.5905 0.5989 0.9416
0.0042 142.0 2414 0.3781 0.6027 0.5963 0.5995 0.9412
0.0042 143.0 2431 0.3829 0.6085 0.5921 0.6002 0.9414
0.0042 144.0 2448 0.3742 0.5907 0.6032 0.5969 0.9406
0.0042 145.0 2465 0.3740 0.6082 0.6037 0.6059 0.9418
0.0042 146.0 2482 0.3703 0.6081 0.6175 0.6128 0.9425
0.0042 147.0 2499 0.3781 0.6189 0.5921 0.6052 0.9422
0.0032 148.0 2516 0.3754 0.5985 0.6042 0.6014 0.9408
0.0032 149.0 2533 0.3712 0.6055 0.5984 0.6019 0.9416
0.0032 150.0 2550 0.3688 0.6095 0.6053 0.6074 0.9423
0.0032 151.0 2567 0.3736 0.6036 0.6058 0.6047 0.9419
0.0032 152.0 2584 0.3684 0.6165 0.6048 0.6106 0.9421
0.0032 153.0 2601 0.3677 0.6050 0.6053 0.6051 0.9421
0.0032 154.0 2618 0.3732 0.5877 0.5995 0.5935 0.9404
0.0032 155.0 2635 0.3717 0.6156 0.6 0.6077 0.9424
0.0032 156.0 2652 0.3711 0.5961 0.6037 0.5999 0.9410
0.0032 157.0 2669 0.3731 0.6018 0.6037 0.6027 0.9420
0.0032 158.0 2686 0.3712 0.6175 0.6063 0.6119 0.9426
0.0032 159.0 2703 0.3744 0.6041 0.6079 0.6060 0.9418
0.0032 160.0 2720 0.3788 0.5946 0.6085 0.6015 0.9412
0.0032 161.0 2737 0.3836 0.6108 0.5878 0.5991 0.9419
0.0032 162.0 2754 0.3748 0.6063 0.6127 0.6095 0.9418
0.0032 163.0 2771 0.3763 0.6243 0.6005 0.6122 0.9426
0.0032 164.0 2788 0.3772 0.6025 0.6111 0.6068 0.9413
0.0032 165.0 2805 0.3780 0.6044 0.6063 0.6054 0.9413
0.0032 166.0 2822 0.3788 0.6074 0.6016 0.6045 0.9417
0.0032 167.0 2839 0.3720 0.5984 0.6127 0.6055 0.9419
0.0032 168.0 2856 0.3767 0.5960 0.6111 0.6034 0.9418
0.0032 169.0 2873 0.3730 0.5948 0.6106 0.6026 0.9417
0.0032 170.0 2890 0.3709 0.6 0.6079 0.6039 0.9419
0.0032 171.0 2907 0.3695 0.5958 0.6106 0.6031 0.9417
0.0032 172.0 2924 0.3752 0.5878 0.6127 0.6 0.9413
0.0032 173.0 2941 0.3748 0.6007 0.6058 0.6033 0.9419
0.0032 174.0 2958 0.3742 0.6054 0.5958 0.6005 0.9419
0.0032 175.0 2975 0.3717 0.5996 0.6037 0.6016 0.9417
0.0032 176.0 2992 0.3741 0.5970 0.6011 0.5990 0.9417
0.0027 177.0 3009 0.3741 0.5986 0.6021 0.6004 0.9418
0.0027 178.0 3026 0.3768 0.5959 0.5984 0.5971 0.9416
0.0027 179.0 3043 0.3783 0.5925 0.5963 0.5944 0.9413
0.0027 180.0 3060 0.3793 0.6022 0.5952 0.5987 0.9418
0.0027 181.0 3077 0.3827 0.6061 0.5952 0.6006 0.9417
0.0027 182.0 3094 0.3834 0.6090 0.5926 0.6007 0.9422
0.0027 183.0 3111 0.3790 0.6037 0.6005 0.6021 0.9419
0.0027 184.0 3128 0.3838 0.6075 0.5905 0.5989 0.9419
0.0027 185.0 3145 0.3780 0.6009 0.6063 0.6036 0.9418
0.0027 186.0 3162 0.3785 0.5998 0.6058 0.6028 0.9418
0.0027 187.0 3179 0.3790 0.6031 0.5989 0.6010 0.9419
0.0027 188.0 3196 0.3808 0.6060 0.5915 0.5987 0.9418
0.0027 189.0 3213 0.3831 0.6095 0.5905 0.5998 0.9419
0.0027 190.0 3230 0.3820 0.6068 0.5952 0.6010 0.9419
0.0027 191.0 3247 0.3812 0.6024 0.5989 0.6007 0.9419
0.0027 192.0 3264 0.3808 0.6054 0.6 0.6027 0.9418
0.0027 193.0 3281 0.3809 0.6071 0.6 0.6035 0.9421
0.0027 194.0 3298 0.3803 0.6054 0.6016 0.6035 0.9421
0.0027 195.0 3315 0.3799 0.6048 0.6032 0.6040 0.9421
0.0027 196.0 3332 0.3805 0.6056 0.6021 0.6039 0.9421
0.0027 197.0 3349 0.3798 0.6053 0.6037 0.6045 0.9421
0.0027 198.0 3366 0.3795 0.6050 0.6053 0.6051 0.9421
0.0027 199.0 3383 0.3798 0.6048 0.6048 0.6048 0.9421
0.0027 200.0 3400 0.3797 0.6051 0.6048 0.6049 0.9421

Framework versions