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clinico-finetuned
This model is a fine-tuned version of joheras/distilbert-base-spanish-uncased-finetuned-clinais on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0536
- Precision: 0.3004
- Recall: 0.51
- F1: 0.3781
- Accuracy: 0.8204
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: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 300
Training results
Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|---|
No log | 1.0 | 7 | 1.7885 | 0.0 | 0.0 | 0.0 | 0.4841 |
No log | 2.0 | 14 | 1.5381 | 0.0040 | 0.0022 | 0.0028 | 0.4924 |
No log | 3.0 | 21 | 1.4049 | 0.0017 | 0.0022 | 0.0020 | 0.5517 |
No log | 4.0 | 28 | 1.2835 | 0.0027 | 0.0033 | 0.0030 | 0.5542 |
No log | 5.0 | 35 | 1.1609 | 0.0057 | 0.0156 | 0.0083 | 0.6069 |
No log | 6.0 | 42 | 1.0795 | 0.0112 | 0.0267 | 0.0158 | 0.6350 |
No log | 7.0 | 49 | 1.0056 | 0.0193 | 0.0433 | 0.0267 | 0.6615 |
No log | 8.0 | 56 | 1.0315 | 0.0192 | 0.0511 | 0.0279 | 0.6505 |
No log | 9.0 | 63 | 1.0341 | 0.0297 | 0.0522 | 0.0379 | 0.6610 |
No log | 10.0 | 70 | 0.9341 | 0.0264 | 0.0567 | 0.0360 | 0.6902 |
No log | 11.0 | 77 | 0.9192 | 0.0302 | 0.0678 | 0.0418 | 0.7034 |
No log | 12.0 | 84 | 0.8875 | 0.0422 | 0.0889 | 0.0572 | 0.7109 |
No log | 13.0 | 91 | 0.8691 | 0.0493 | 0.0978 | 0.0655 | 0.7252 |
No log | 14.0 | 98 | 0.8442 | 0.0589 | 0.12 | 0.0790 | 0.7403 |
No log | 15.0 | 105 | 0.8077 | 0.0676 | 0.1344 | 0.0899 | 0.7508 |
No log | 16.0 | 112 | 0.7901 | 0.0701 | 0.1356 | 0.0924 | 0.7548 |
No log | 17.0 | 119 | 0.7780 | 0.0738 | 0.1444 | 0.0977 | 0.7570 |
No log | 18.0 | 126 | 0.7623 | 0.0849 | 0.1578 | 0.1104 | 0.7620 |
No log | 19.0 | 133 | 0.7495 | 0.1003 | 0.1911 | 0.1315 | 0.7682 |
No log | 20.0 | 140 | 0.7488 | 0.0995 | 0.1789 | 0.1279 | 0.7743 |
No log | 21.0 | 147 | 0.7383 | 0.1038 | 0.1967 | 0.1358 | 0.7756 |
No log | 22.0 | 154 | 0.7212 | 0.1221 | 0.2156 | 0.1559 | 0.7831 |
No log | 23.0 | 161 | 0.7213 | 0.1121 | 0.2156 | 0.1475 | 0.7789 |
No log | 24.0 | 168 | 0.7220 | 0.1195 | 0.2211 | 0.1552 | 0.7814 |
No log | 25.0 | 175 | 0.7285 | 0.1219 | 0.2267 | 0.1586 | 0.7813 |
No log | 26.0 | 182 | 0.7092 | 0.1307 | 0.2456 | 0.1706 | 0.7842 |
No log | 27.0 | 189 | 0.6979 | 0.1192 | 0.2211 | 0.1549 | 0.7850 |
No log | 28.0 | 196 | 0.6992 | 0.1517 | 0.2733 | 0.1951 | 0.7853 |
No log | 29.0 | 203 | 0.6944 | 0.1365 | 0.2522 | 0.1771 | 0.7873 |
No log | 30.0 | 210 | 0.7098 | 0.1458 | 0.2667 | 0.1885 | 0.7886 |
No log | 31.0 | 217 | 0.6829 | 0.1537 | 0.2844 | 0.1995 | 0.7901 |
No log | 32.0 | 224 | 0.7010 | 0.1696 | 0.3167 | 0.2209 | 0.7931 |
No log | 33.0 | 231 | 0.7338 | 0.1424 | 0.2678 | 0.1859 | 0.7815 |
No log | 34.0 | 238 | 0.6988 | 0.1568 | 0.3 | 0.2059 | 0.7917 |
No log | 35.0 | 245 | 0.7062 | 0.1667 | 0.3256 | 0.2205 | 0.7915 |
No log | 36.0 | 252 | 0.7004 | 0.1674 | 0.3311 | 0.2224 | 0.7980 |
No log | 37.0 | 259 | 0.7002 | 0.1632 | 0.3256 | 0.2174 | 0.7962 |
No log | 38.0 | 266 | 0.7284 | 0.1736 | 0.3333 | 0.2283 | 0.7973 |
No log | 39.0 | 273 | 0.7160 | 0.1828 | 0.3322 | 0.2358 | 0.8010 |
No log | 40.0 | 280 | 0.7480 | 0.1810 | 0.33 | 0.2338 | 0.7919 |
No log | 41.0 | 287 | 0.7030 | 0.1747 | 0.3456 | 0.2321 | 0.7975 |
No log | 42.0 | 294 | 0.7211 | 0.1840 | 0.3633 | 0.2443 | 0.7985 |
No log | 43.0 | 301 | 0.7400 | 0.1965 | 0.3522 | 0.2523 | 0.7989 |
No log | 44.0 | 308 | 0.6821 | 0.1926 | 0.3578 | 0.2504 | 0.8072 |
No log | 45.0 | 315 | 0.6933 | 0.2011 | 0.3711 | 0.2608 | 0.8045 |
No log | 46.0 | 322 | 0.6924 | 0.2046 | 0.3778 | 0.2654 | 0.8076 |
No log | 47.0 | 329 | 0.6904 | 0.1925 | 0.3789 | 0.2553 | 0.8088 |
No log | 48.0 | 336 | 0.7049 | 0.2097 | 0.3833 | 0.2711 | 0.8085 |
No log | 49.0 | 343 | 0.7082 | 0.2079 | 0.3867 | 0.2704 | 0.8109 |
No log | 50.0 | 350 | 0.7102 | 0.2111 | 0.4 | 0.2764 | 0.8081 |
No log | 51.0 | 357 | 0.7374 | 0.1949 | 0.3911 | 0.2602 | 0.8029 |
No log | 52.0 | 364 | 0.7209 | 0.2099 | 0.4 | 0.2753 | 0.8091 |
No log | 53.0 | 371 | 0.7498 | 0.2236 | 0.41 | 0.2894 | 0.8064 |
No log | 54.0 | 378 | 0.7212 | 0.2265 | 0.4156 | 0.2932 | 0.8117 |
No log | 55.0 | 385 | 0.7211 | 0.2160 | 0.4022 | 0.2811 | 0.8096 |
No log | 56.0 | 392 | 0.7298 | 0.2112 | 0.4122 | 0.2793 | 0.8076 |
No log | 57.0 | 399 | 0.7362 | 0.2288 | 0.4144 | 0.2949 | 0.8098 |
No log | 58.0 | 406 | 0.7376 | 0.2287 | 0.4333 | 0.2994 | 0.8114 |
No log | 59.0 | 413 | 0.7383 | 0.2252 | 0.4189 | 0.2929 | 0.8109 |
No log | 60.0 | 420 | 0.7445 | 0.2236 | 0.4278 | 0.2937 | 0.8124 |
No log | 61.0 | 427 | 0.7460 | 0.2369 | 0.4267 | 0.3046 | 0.8126 |
No log | 62.0 | 434 | 0.7735 | 0.2158 | 0.4133 | 0.2835 | 0.8053 |
No log | 63.0 | 441 | 0.7543 | 0.2351 | 0.4344 | 0.3051 | 0.8115 |
No log | 64.0 | 448 | 0.7608 | 0.2248 | 0.4311 | 0.2955 | 0.8046 |
No log | 65.0 | 455 | 0.7717 | 0.2385 | 0.4567 | 0.3134 | 0.8104 |
No log | 66.0 | 462 | 0.7812 | 0.2357 | 0.45 | 0.3094 | 0.8095 |
No log | 67.0 | 469 | 0.7591 | 0.2438 | 0.4556 | 0.3176 | 0.8140 |
No log | 68.0 | 476 | 0.7700 | 0.2398 | 0.4489 | 0.3126 | 0.8122 |
No log | 69.0 | 483 | 0.7654 | 0.2555 | 0.4544 | 0.3271 | 0.8149 |
No log | 70.0 | 490 | 0.7804 | 0.2348 | 0.4433 | 0.3070 | 0.8103 |
No log | 71.0 | 497 | 0.7717 | 0.2517 | 0.4622 | 0.3259 | 0.8141 |
0.5194 | 72.0 | 504 | 0.7961 | 0.2451 | 0.4444 | 0.3160 | 0.8134 |
0.5194 | 73.0 | 511 | 0.7889 | 0.2412 | 0.4511 | 0.3144 | 0.8149 |
0.5194 | 74.0 | 518 | 0.7869 | 0.2486 | 0.4522 | 0.3209 | 0.8145 |
0.5194 | 75.0 | 525 | 0.8159 | 0.2261 | 0.4433 | 0.2994 | 0.8081 |
0.5194 | 76.0 | 532 | 0.8187 | 0.2404 | 0.4589 | 0.3155 | 0.8102 |
0.5194 | 77.0 | 539 | 0.8286 | 0.2377 | 0.4522 | 0.3116 | 0.8097 |
0.5194 | 78.0 | 546 | 0.8250 | 0.2456 | 0.4489 | 0.3175 | 0.8109 |
0.5194 | 79.0 | 553 | 0.8124 | 0.2356 | 0.44 | 0.3069 | 0.8115 |
0.5194 | 80.0 | 560 | 0.8259 | 0.2405 | 0.4489 | 0.3132 | 0.8118 |
0.5194 | 81.0 | 567 | 0.8361 | 0.2448 | 0.4489 | 0.3169 | 0.8109 |
0.5194 | 82.0 | 574 | 0.8363 | 0.2425 | 0.4467 | 0.3143 | 0.8108 |
0.5194 | 83.0 | 581 | 0.8129 | 0.2470 | 0.4544 | 0.3200 | 0.8145 |
0.5194 | 84.0 | 588 | 0.8117 | 0.2564 | 0.4533 | 0.3276 | 0.8154 |
0.5194 | 85.0 | 595 | 0.8218 | 0.2527 | 0.4622 | 0.3268 | 0.8146 |
0.5194 | 86.0 | 602 | 0.8242 | 0.2530 | 0.4644 | 0.3276 | 0.8145 |
0.5194 | 87.0 | 609 | 0.8333 | 0.2503 | 0.46 | 0.3242 | 0.8135 |
0.5194 | 88.0 | 616 | 0.8256 | 0.2486 | 0.4589 | 0.3225 | 0.8144 |
0.5194 | 89.0 | 623 | 0.8293 | 0.2438 | 0.4578 | 0.3181 | 0.8136 |
0.5194 | 90.0 | 630 | 0.8093 | 0.2485 | 0.4678 | 0.3246 | 0.8195 |
0.5194 | 91.0 | 637 | 0.8267 | 0.2545 | 0.46 | 0.3277 | 0.8153 |
0.5194 | 92.0 | 644 | 0.8331 | 0.2543 | 0.4589 | 0.3273 | 0.8177 |
0.5194 | 93.0 | 651 | 0.8397 | 0.2569 | 0.4656 | 0.3311 | 0.8155 |
0.5194 | 94.0 | 658 | 0.8320 | 0.2555 | 0.4656 | 0.3299 | 0.8161 |
0.5194 | 95.0 | 665 | 0.8507 | 0.2424 | 0.4622 | 0.3180 | 0.8124 |
0.5194 | 96.0 | 672 | 0.8698 | 0.2564 | 0.4689 | 0.3315 | 0.8102 |
0.5194 | 97.0 | 679 | 0.8610 | 0.2481 | 0.46 | 0.3223 | 0.8154 |
0.5194 | 98.0 | 686 | 0.8573 | 0.2505 | 0.4556 | 0.3232 | 0.8120 |
0.5194 | 99.0 | 693 | 0.8492 | 0.2657 | 0.4667 | 0.3386 | 0.8163 |
0.5194 | 100.0 | 700 | 0.8765 | 0.2490 | 0.4689 | 0.3252 | 0.8127 |
0.5194 | 101.0 | 707 | 0.8682 | 0.2707 | 0.4767 | 0.3453 | 0.8124 |
0.5194 | 102.0 | 714 | 0.8709 | 0.2527 | 0.4722 | 0.3292 | 0.8151 |
0.5194 | 103.0 | 721 | 0.8683 | 0.2665 | 0.4744 | 0.3413 | 0.8148 |
0.5194 | 104.0 | 728 | 0.8675 | 0.2609 | 0.4767 | 0.3373 | 0.8156 |
0.5194 | 105.0 | 735 | 0.8953 | 0.2595 | 0.47 | 0.3344 | 0.8119 |
0.5194 | 106.0 | 742 | 0.8721 | 0.2740 | 0.4878 | 0.3509 | 0.8162 |
0.5194 | 107.0 | 749 | 0.8570 | 0.2716 | 0.4744 | 0.3455 | 0.8167 |
0.5194 | 108.0 | 756 | 0.8881 | 0.2584 | 0.4767 | 0.3352 | 0.8137 |
0.5194 | 109.0 | 763 | 0.8855 | 0.2693 | 0.4889 | 0.3473 | 0.8165 |
0.5194 | 110.0 | 770 | 0.8825 | 0.2539 | 0.4856 | 0.3335 | 0.8166 |
0.5194 | 111.0 | 777 | 0.8755 | 0.2581 | 0.4789 | 0.3354 | 0.8140 |
0.5194 | 112.0 | 784 | 0.8841 | 0.2719 | 0.48 | 0.3471 | 0.8154 |
0.5194 | 113.0 | 791 | 0.8766 | 0.2691 | 0.4856 | 0.3463 | 0.8165 |
0.5194 | 114.0 | 798 | 0.8856 | 0.2679 | 0.4856 | 0.3453 | 0.8171 |
0.5194 | 115.0 | 805 | 0.9099 | 0.2710 | 0.48 | 0.3464 | 0.8159 |
0.5194 | 116.0 | 812 | 0.9588 | 0.2712 | 0.4789 | 0.3463 | 0.8090 |
0.5194 | 117.0 | 819 | 0.8902 | 0.2746 | 0.4933 | 0.3528 | 0.8182 |
0.5194 | 118.0 | 826 | 0.8917 | 0.2762 | 0.4911 | 0.3536 | 0.8173 |
0.5194 | 119.0 | 833 | 0.8984 | 0.2853 | 0.5011 | 0.3636 | 0.8173 |
0.5194 | 120.0 | 840 | 0.9035 | 0.2810 | 0.5056 | 0.3613 | 0.8175 |
0.5194 | 121.0 | 847 | 0.9249 | 0.2778 | 0.4856 | 0.3534 | 0.8145 |
0.5194 | 122.0 | 854 | 0.9149 | 0.2728 | 0.4844 | 0.3491 | 0.8159 |
0.5194 | 123.0 | 861 | 0.9365 | 0.2687 | 0.4822 | 0.3451 | 0.8122 |
0.5194 | 124.0 | 868 | 0.9182 | 0.2762 | 0.4867 | 0.3524 | 0.8156 |
0.5194 | 125.0 | 875 | 0.9079 | 0.2747 | 0.4967 | 0.3538 | 0.8165 |
0.5194 | 126.0 | 882 | 0.9159 | 0.2814 | 0.5033 | 0.3610 | 0.8198 |
0.5194 | 127.0 | 889 | 0.9025 | 0.2685 | 0.4989 | 0.3491 | 0.8196 |
0.5194 | 128.0 | 896 | 0.9401 | 0.2795 | 0.4967 | 0.3577 | 0.8163 |
0.5194 | 129.0 | 903 | 0.9396 | 0.2832 | 0.4856 | 0.3578 | 0.8171 |
0.5194 | 130.0 | 910 | 0.9067 | 0.2784 | 0.4933 | 0.3559 | 0.8211 |
0.5194 | 131.0 | 917 | 0.9288 | 0.2747 | 0.4844 | 0.3506 | 0.8166 |
0.5194 | 132.0 | 924 | 0.9287 | 0.2829 | 0.49 | 0.3587 | 0.8177 |
0.5194 | 133.0 | 931 | 0.9286 | 0.2809 | 0.4978 | 0.3591 | 0.8151 |
0.5194 | 134.0 | 938 | 0.9223 | 0.2874 | 0.4911 | 0.3626 | 0.8162 |
0.5194 | 135.0 | 945 | 0.9228 | 0.2876 | 0.5078 | 0.3672 | 0.8191 |
0.5194 | 136.0 | 952 | 0.9307 | 0.2829 | 0.4989 | 0.3611 | 0.8201 |
0.5194 | 137.0 | 959 | 0.9281 | 0.2799 | 0.4911 | 0.3566 | 0.8183 |
0.5194 | 138.0 | 966 | 0.9308 | 0.2821 | 0.5022 | 0.3613 | 0.8193 |
0.5194 | 139.0 | 973 | 0.9601 | 0.2846 | 0.5056 | 0.3641 | 0.8160 |
0.5194 | 140.0 | 980 | 0.9596 | 0.2745 | 0.4856 | 0.3507 | 0.8159 |
0.5194 | 141.0 | 987 | 0.9374 | 0.2976 | 0.49 | 0.3703 | 0.8195 |
0.5194 | 142.0 | 994 | 0.9455 | 0.2829 | 0.5033 | 0.3623 | 0.8193 |
0.0657 | 143.0 | 1001 | 0.9550 | 0.2845 | 0.5 | 0.3626 | 0.8182 |
0.0657 | 144.0 | 1008 | 0.9407 | 0.2873 | 0.4944 | 0.3634 | 0.8217 |
0.0657 | 145.0 | 1015 | 0.9361 | 0.2940 | 0.5011 | 0.3706 | 0.8220 |
0.0657 | 146.0 | 1022 | 0.9582 | 0.2865 | 0.4967 | 0.3634 | 0.8206 |
0.0657 | 147.0 | 1029 | 0.9522 | 0.2910 | 0.5067 | 0.3697 | 0.8196 |
0.0657 | 148.0 | 1036 | 0.9473 | 0.2828 | 0.4889 | 0.3583 | 0.8188 |
0.0657 | 149.0 | 1043 | 0.9520 | 0.2884 | 0.5044 | 0.3670 | 0.8199 |
0.0657 | 150.0 | 1050 | 0.9561 | 0.2814 | 0.4956 | 0.3590 | 0.8193 |
0.0657 | 151.0 | 1057 | 0.9531 | 0.2851 | 0.4967 | 0.3622 | 0.8198 |
0.0657 | 152.0 | 1064 | 0.9699 | 0.2984 | 0.5067 | 0.3756 | 0.8182 |
0.0657 | 153.0 | 1071 | 0.9407 | 0.2829 | 0.5067 | 0.3631 | 0.8215 |
0.0657 | 154.0 | 1078 | 0.9598 | 0.2879 | 0.5022 | 0.3660 | 0.8194 |
0.0657 | 155.0 | 1085 | 0.9807 | 0.2869 | 0.4944 | 0.3631 | 0.8161 |
0.0657 | 156.0 | 1092 | 0.9843 | 0.2790 | 0.4967 | 0.3573 | 0.8163 |
0.0657 | 157.0 | 1099 | 0.9526 | 0.2812 | 0.4989 | 0.3596 | 0.8203 |
0.0657 | 158.0 | 1106 | 0.9488 | 0.2820 | 0.5122 | 0.3637 | 0.8202 |
0.0657 | 159.0 | 1113 | 0.9765 | 0.2840 | 0.49 | 0.3596 | 0.8173 |
0.0657 | 160.0 | 1120 | 0.9853 | 0.2866 | 0.4978 | 0.3638 | 0.8167 |
0.0657 | 161.0 | 1127 | 0.9693 | 0.2900 | 0.5033 | 0.3680 | 0.8189 |
0.0657 | 162.0 | 1134 | 0.9761 | 0.2789 | 0.4911 | 0.3557 | 0.8163 |
0.0657 | 163.0 | 1141 | 0.9577 | 0.2936 | 0.5011 | 0.3703 | 0.8196 |
0.0657 | 164.0 | 1148 | 0.9707 | 0.2817 | 0.4989 | 0.3601 | 0.8194 |
0.0657 | 165.0 | 1155 | 0.9672 | 0.2889 | 0.5033 | 0.3671 | 0.8192 |
0.0657 | 166.0 | 1162 | 0.9628 | 0.2911 | 0.5056 | 0.3695 | 0.8198 |
0.0657 | 167.0 | 1169 | 0.9803 | 0.2812 | 0.5078 | 0.3620 | 0.8195 |
0.0657 | 168.0 | 1176 | 0.9813 | 0.2801 | 0.4911 | 0.3567 | 0.8189 |
0.0657 | 169.0 | 1183 | 0.9778 | 0.2820 | 0.4967 | 0.3598 | 0.8192 |
0.0657 | 170.0 | 1190 | 0.9679 | 0.2854 | 0.5033 | 0.3643 | 0.8198 |
0.0657 | 171.0 | 1197 | 0.9780 | 0.2915 | 0.5111 | 0.3713 | 0.8176 |
0.0657 | 172.0 | 1204 | 0.9651 | 0.2964 | 0.5144 | 0.3761 | 0.8219 |
0.0657 | 173.0 | 1211 | 0.9895 | 0.2834 | 0.4967 | 0.3609 | 0.8198 |
0.0657 | 174.0 | 1218 | 0.9579 | 0.2928 | 0.5089 | 0.3718 | 0.8247 |
0.0657 | 175.0 | 1225 | 0.9886 | 0.2890 | 0.4978 | 0.3657 | 0.8181 |
0.0657 | 176.0 | 1232 | 0.9827 | 0.2855 | 0.4933 | 0.3617 | 0.8174 |
0.0657 | 177.0 | 1239 | 0.9709 | 0.2834 | 0.4944 | 0.3603 | 0.8208 |
0.0657 | 178.0 | 1246 | 0.9850 | 0.2856 | 0.4967 | 0.3627 | 0.8200 |
0.0657 | 179.0 | 1253 | 0.9991 | 0.2898 | 0.49 | 0.3642 | 0.8163 |
0.0657 | 180.0 | 1260 | 0.9882 | 0.2925 | 0.4956 | 0.3678 | 0.8191 |
0.0657 | 181.0 | 1267 | 0.9835 | 0.2979 | 0.51 | 0.3761 | 0.8190 |
0.0657 | 182.0 | 1274 | 1.0037 | 0.2903 | 0.4967 | 0.3664 | 0.8145 |
0.0657 | 183.0 | 1281 | 0.9901 | 0.2974 | 0.5056 | 0.3745 | 0.8163 |
0.0657 | 184.0 | 1288 | 0.9907 | 0.2945 | 0.5089 | 0.3731 | 0.8191 |
0.0657 | 185.0 | 1295 | 0.9965 | 0.2874 | 0.51 | 0.3676 | 0.8199 |
0.0657 | 186.0 | 1302 | 1.0017 | 0.3037 | 0.5078 | 0.3800 | 0.8196 |
0.0657 | 187.0 | 1309 | 0.9866 | 0.2978 | 0.5156 | 0.3775 | 0.8221 |
0.0657 | 188.0 | 1316 | 1.0039 | 0.2947 | 0.4944 | 0.3693 | 0.8181 |
0.0657 | 189.0 | 1323 | 0.9885 | 0.2953 | 0.5122 | 0.3746 | 0.8202 |
0.0657 | 190.0 | 1330 | 1.0066 | 0.2876 | 0.4989 | 0.3649 | 0.8196 |
0.0657 | 191.0 | 1337 | 0.9938 | 0.2953 | 0.5056 | 0.3728 | 0.8209 |
0.0657 | 192.0 | 1344 | 0.9948 | 0.2989 | 0.5022 | 0.3748 | 0.8210 |
0.0657 | 193.0 | 1351 | 0.9947 | 0.3004 | 0.5067 | 0.3772 | 0.8212 |
0.0657 | 194.0 | 1358 | 1.0037 | 0.2956 | 0.5022 | 0.3722 | 0.8194 |
0.0657 | 195.0 | 1365 | 1.0220 | 0.2948 | 0.5022 | 0.3716 | 0.8160 |
0.0657 | 196.0 | 1372 | 1.0186 | 0.2963 | 0.4944 | 0.3705 | 0.8165 |
0.0657 | 197.0 | 1379 | 1.0148 | 0.2917 | 0.5056 | 0.3699 | 0.8213 |
0.0657 | 198.0 | 1386 | 1.0094 | 0.2944 | 0.5011 | 0.3709 | 0.8190 |
0.0657 | 199.0 | 1393 | 1.0160 | 0.2901 | 0.4989 | 0.3668 | 0.8201 |
0.0657 | 200.0 | 1400 | 1.0112 | 0.3043 | 0.5056 | 0.3800 | 0.8189 |
0.0657 | 201.0 | 1407 | 1.0158 | 0.2968 | 0.5056 | 0.3740 | 0.8188 |
0.0657 | 202.0 | 1414 | 1.0035 | 0.2895 | 0.5089 | 0.3691 | 0.8213 |
0.0657 | 203.0 | 1421 | 1.0105 | 0.2888 | 0.5 | 0.3662 | 0.8187 |
0.0657 | 204.0 | 1428 | 1.0127 | 0.2933 | 0.5022 | 0.3703 | 0.8191 |
0.0657 | 205.0 | 1435 | 1.0176 | 0.2960 | 0.5056 | 0.3734 | 0.8202 |
0.0657 | 206.0 | 1442 | 1.0181 | 0.2951 | 0.5033 | 0.3721 | 0.8185 |
0.0657 | 207.0 | 1449 | 1.0131 | 0.3040 | 0.51 | 0.3809 | 0.8219 |
0.0657 | 208.0 | 1456 | 1.0256 | 0.2954 | 0.4989 | 0.3711 | 0.8174 |
0.0657 | 209.0 | 1463 | 1.0064 | 0.3005 | 0.5044 | 0.3766 | 0.8219 |
0.0657 | 210.0 | 1470 | 1.0193 | 0.2919 | 0.4978 | 0.3680 | 0.8191 |
0.0657 | 211.0 | 1477 | 1.0085 | 0.2968 | 0.5122 | 0.3759 | 0.8221 |
0.0657 | 212.0 | 1484 | 1.0138 | 0.2977 | 0.5111 | 0.3763 | 0.8207 |
0.0657 | 213.0 | 1491 | 1.0196 | 0.2963 | 0.51 | 0.3748 | 0.8206 |
0.0657 | 214.0 | 1498 | 1.0138 | 0.3062 | 0.5189 | 0.3852 | 0.8208 |
0.0233 | 215.0 | 1505 | 1.0171 | 0.2995 | 0.5078 | 0.3768 | 0.8217 |
0.0233 | 216.0 | 1512 | 1.0243 | 0.2989 | 0.5022 | 0.3748 | 0.8190 |
0.0233 | 217.0 | 1519 | 1.0273 | 0.2996 | 0.51 | 0.3775 | 0.8199 |
0.0233 | 218.0 | 1526 | 1.0419 | 0.2917 | 0.4956 | 0.3672 | 0.8189 |
0.0233 | 219.0 | 1533 | 1.0361 | 0.2921 | 0.5089 | 0.3712 | 0.8208 |
0.0233 | 220.0 | 1540 | 1.0353 | 0.3059 | 0.4989 | 0.3792 | 0.8175 |
0.0233 | 221.0 | 1547 | 1.0399 | 0.2904 | 0.4967 | 0.3665 | 0.8189 |
0.0233 | 222.0 | 1554 | 1.0300 | 0.2967 | 0.5033 | 0.3733 | 0.8172 |
0.0233 | 223.0 | 1561 | 1.0406 | 0.2917 | 0.4978 | 0.3678 | 0.8172 |
0.0233 | 224.0 | 1568 | 1.0397 | 0.2959 | 0.5033 | 0.3727 | 0.8154 |
0.0233 | 225.0 | 1575 | 1.0303 | 0.2915 | 0.5056 | 0.3698 | 0.8183 |
0.0233 | 226.0 | 1582 | 1.0503 | 0.2916 | 0.4989 | 0.3680 | 0.8164 |
0.0233 | 227.0 | 1589 | 1.0304 | 0.2968 | 0.5078 | 0.3746 | 0.8193 |
0.0233 | 228.0 | 1596 | 1.0411 | 0.3026 | 0.5067 | 0.3789 | 0.8176 |
0.0233 | 229.0 | 1603 | 1.0476 | 0.2884 | 0.5044 | 0.3670 | 0.8181 |
0.0233 | 230.0 | 1610 | 1.0561 | 0.2940 | 0.4922 | 0.3681 | 0.8171 |
0.0233 | 231.0 | 1617 | 1.0396 | 0.2909 | 0.5022 | 0.3684 | 0.8177 |
0.0233 | 232.0 | 1624 | 1.0424 | 0.2916 | 0.51 | 0.3711 | 0.8187 |
0.0233 | 233.0 | 1631 | 1.0470 | 0.2977 | 0.5078 | 0.3754 | 0.8191 |
0.0233 | 234.0 | 1638 | 1.0371 | 0.2985 | 0.5111 | 0.3769 | 0.8206 |
0.0233 | 235.0 | 1645 | 1.0318 | 0.2997 | 0.5111 | 0.3778 | 0.8211 |
0.0233 | 236.0 | 1652 | 1.0325 | 0.2943 | 0.5089 | 0.3730 | 0.8186 |
0.0233 | 237.0 | 1659 | 1.0300 | 0.2972 | 0.5122 | 0.3762 | 0.8194 |
0.0233 | 238.0 | 1666 | 1.0409 | 0.2935 | 0.51 | 0.3726 | 0.8186 |
0.0233 | 239.0 | 1673 | 1.0385 | 0.2940 | 0.51 | 0.3730 | 0.8181 |
0.0233 | 240.0 | 1680 | 1.0452 | 0.2965 | 0.5122 | 0.3756 | 0.8186 |
0.0233 | 241.0 | 1687 | 1.0480 | 0.2997 | 0.5144 | 0.3787 | 0.8194 |
0.0233 | 242.0 | 1694 | 1.0403 | 0.2935 | 0.5056 | 0.3714 | 0.8193 |
0.0233 | 243.0 | 1701 | 1.0357 | 0.3007 | 0.5156 | 0.3799 | 0.8209 |
0.0233 | 244.0 | 1708 | 1.0501 | 0.2911 | 0.51 | 0.3706 | 0.8182 |
0.0233 | 245.0 | 1715 | 1.0516 | 0.2954 | 0.5022 | 0.3720 | 0.8182 |
0.0233 | 246.0 | 1722 | 1.0315 | 0.3041 | 0.5133 | 0.3820 | 0.8203 |
0.0233 | 247.0 | 1729 | 1.0452 | 0.2959 | 0.5033 | 0.3727 | 0.8184 |
0.0233 | 248.0 | 1736 | 1.0485 | 0.2951 | 0.5056 | 0.3726 | 0.8187 |
0.0233 | 249.0 | 1743 | 1.0380 | 0.2977 | 0.5144 | 0.3772 | 0.8205 |
0.0233 | 250.0 | 1750 | 1.0420 | 0.2939 | 0.5056 | 0.3717 | 0.8195 |
0.0233 | 251.0 | 1757 | 1.0489 | 0.2966 | 0.5056 | 0.3739 | 0.8192 |
0.0233 | 252.0 | 1764 | 1.0420 | 0.2984 | 0.51 | 0.3765 | 0.8193 |
0.0233 | 253.0 | 1771 | 1.0538 | 0.2882 | 0.4989 | 0.3653 | 0.8161 |
0.0233 | 254.0 | 1778 | 1.0487 | 0.2977 | 0.5078 | 0.3754 | 0.8200 |
0.0233 | 255.0 | 1785 | 1.0461 | 0.2995 | 0.5078 | 0.3768 | 0.8206 |
0.0233 | 256.0 | 1792 | 1.0519 | 0.2925 | 0.5067 | 0.3709 | 0.8193 |
0.0233 | 257.0 | 1799 | 1.0625 | 0.2866 | 0.4978 | 0.3638 | 0.8170 |
0.0233 | 258.0 | 1806 | 1.0469 | 0.2946 | 0.5044 | 0.3720 | 0.8174 |
0.0233 | 259.0 | 1813 | 1.0497 | 0.2943 | 0.5078 | 0.3726 | 0.8202 |
0.0233 | 260.0 | 1820 | 1.0584 | 0.2934 | 0.5067 | 0.3716 | 0.8184 |
0.0233 | 261.0 | 1827 | 1.0540 | 0.2947 | 0.5 | 0.3708 | 0.8187 |
0.0233 | 262.0 | 1834 | 1.0454 | 0.2979 | 0.5078 | 0.3755 | 0.8201 |
0.0233 | 263.0 | 1841 | 1.0444 | 0.3001 | 0.5122 | 0.3785 | 0.8201 |
0.0233 | 264.0 | 1848 | 1.0506 | 0.2898 | 0.5056 | 0.3684 | 0.8209 |
0.0233 | 265.0 | 1855 | 1.0494 | 0.2952 | 0.5044 | 0.3724 | 0.8215 |
0.0233 | 266.0 | 1862 | 1.0406 | 0.2972 | 0.5111 | 0.3758 | 0.8223 |
0.0233 | 267.0 | 1869 | 1.0539 | 0.2958 | 0.5044 | 0.3729 | 0.8197 |
0.0233 | 268.0 | 1876 | 1.0583 | 0.2968 | 0.5111 | 0.3755 | 0.8200 |
0.0233 | 269.0 | 1883 | 1.0567 | 0.3002 | 0.51 | 0.3779 | 0.8197 |
0.0233 | 270.0 | 1890 | 1.0566 | 0.3014 | 0.5133 | 0.3798 | 0.8190 |
0.0233 | 271.0 | 1897 | 1.0604 | 0.2992 | 0.5156 | 0.3786 | 0.8187 |
0.0233 | 272.0 | 1904 | 1.0593 | 0.2966 | 0.5111 | 0.3754 | 0.8183 |
0.0233 | 273.0 | 1911 | 1.0566 | 0.3017 | 0.5122 | 0.3797 | 0.8194 |
0.0233 | 274.0 | 1918 | 1.0575 | 0.3025 | 0.5156 | 0.3813 | 0.8202 |
0.0233 | 275.0 | 1925 | 1.0553 | 0.3001 | 0.5211 | 0.3808 | 0.8211 |
0.0233 | 276.0 | 1932 | 1.0546 | 0.2975 | 0.5133 | 0.3767 | 0.8208 |
0.0233 | 277.0 | 1939 | 1.0498 | 0.3001 | 0.5122 | 0.3785 | 0.8216 |
0.0233 | 278.0 | 1946 | 1.0502 | 0.3012 | 0.5144 | 0.3800 | 0.8213 |
0.0233 | 279.0 | 1953 | 1.0504 | 0.3015 | 0.5156 | 0.3805 | 0.8211 |
0.0233 | 280.0 | 1960 | 1.0517 | 0.2977 | 0.5078 | 0.3754 | 0.8207 |
0.0233 | 281.0 | 1967 | 1.0495 | 0.3016 | 0.5133 | 0.3799 | 0.8212 |
0.0233 | 282.0 | 1974 | 1.0519 | 0.2966 | 0.5167 | 0.3768 | 0.8205 |
0.0233 | 283.0 | 1981 | 1.0528 | 0.2960 | 0.5133 | 0.3755 | 0.8207 |
0.0233 | 284.0 | 1988 | 1.0523 | 0.2987 | 0.5111 | 0.3770 | 0.8202 |
0.0233 | 285.0 | 1995 | 1.0499 | 0.2995 | 0.5089 | 0.3771 | 0.8205 |
0.0143 | 286.0 | 2002 | 1.0481 | 0.2982 | 0.51 | 0.3764 | 0.8208 |
0.0143 | 287.0 | 2009 | 1.0484 | 0.3024 | 0.5144 | 0.3809 | 0.8212 |
0.0143 | 288.0 | 2016 | 1.0497 | 0.3006 | 0.5167 | 0.3801 | 0.8213 |
0.0143 | 289.0 | 2023 | 1.0501 | 0.2999 | 0.5156 | 0.3792 | 0.8210 |
0.0143 | 290.0 | 2030 | 1.0520 | 0.3005 | 0.5111 | 0.3784 | 0.8206 |
0.0143 | 291.0 | 2037 | 1.0553 | 0.2988 | 0.5089 | 0.3765 | 0.8206 |
0.0143 | 292.0 | 2044 | 1.0567 | 0.2999 | 0.5122 | 0.3783 | 0.8207 |
0.0143 | 293.0 | 2051 | 1.0549 | 0.3012 | 0.5111 | 0.3791 | 0.8208 |
0.0143 | 294.0 | 2058 | 1.0525 | 0.2970 | 0.5144 | 0.3766 | 0.8205 |
0.0143 | 295.0 | 2065 | 1.0525 | 0.2958 | 0.5133 | 0.3753 | 0.8206 |
0.0143 | 296.0 | 2072 | 1.0533 | 0.3002 | 0.5133 | 0.3788 | 0.8206 |
0.0143 | 297.0 | 2079 | 1.0537 | 0.3017 | 0.5122 | 0.3797 | 0.8206 |
0.0143 | 298.0 | 2086 | 1.0538 | 0.2996 | 0.51 | 0.3775 | 0.8204 |
0.0143 | 299.0 | 2093 | 1.0537 | 0.3008 | 0.51 | 0.3784 | 0.8205 |
0.0143 | 300.0 | 2100 | 1.0536 | 0.3004 | 0.51 | 0.3781 | 0.8204 |
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.0
- Datasets 2.8.0
- Tokenizers 0.12.1