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clinico
This model is a fine-tuned version of dccuchile/distilbert-base-spanish-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0583
- Precision: 0.3056
- Recall: 0.5189
- F1: 0.3847
- Accuracy: 0.8225
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 | 1.7011 | 0.0 | 0.0 | 0.0 | 0.4843 |
No log | 2.0 | 14 | 1.5037 | 0.0294 | 0.0233 | 0.0260 | 0.5066 |
No log | 3.0 | 21 | 1.3824 | 0.0027 | 0.0033 | 0.0030 | 0.5507 |
No log | 4.0 | 28 | 1.3015 | 0.0012 | 0.0011 | 0.0011 | 0.5550 |
No log | 5.0 | 35 | 1.2231 | 0.0036 | 0.0056 | 0.0044 | 0.5648 |
No log | 6.0 | 42 | 1.1648 | 0.0052 | 0.01 | 0.0068 | 0.5900 |
No log | 7.0 | 49 | 1.1165 | 0.0089 | 0.02 | 0.0123 | 0.6053 |
No log | 8.0 | 56 | 1.0470 | 0.0121 | 0.0322 | 0.0176 | 0.6391 |
No log | 9.0 | 63 | 0.9909 | 0.0194 | 0.05 | 0.0279 | 0.6645 |
No log | 10.0 | 70 | 0.9535 | 0.0266 | 0.0589 | 0.0367 | 0.6758 |
No log | 11.0 | 77 | 0.9146 | 0.0372 | 0.0833 | 0.0515 | 0.7006 |
No log | 12.0 | 84 | 0.9008 | 0.0448 | 0.09 | 0.0598 | 0.7124 |
No log | 13.0 | 91 | 0.8957 | 0.0477 | 0.0878 | 0.0618 | 0.7169 |
No log | 14.0 | 98 | 0.8472 | 0.0563 | 0.11 | 0.0745 | 0.7335 |
No log | 15.0 | 105 | 0.8202 | 0.0570 | 0.1133 | 0.0758 | 0.7400 |
No log | 16.0 | 112 | 0.8045 | 0.0696 | 0.1311 | 0.0909 | 0.7425 |
No log | 17.0 | 119 | 0.7985 | 0.0688 | 0.13 | 0.0900 | 0.7433 |
No log | 18.0 | 126 | 0.7883 | 0.0770 | 0.14 | 0.0994 | 0.7483 |
No log | 19.0 | 133 | 0.7715 | 0.0836 | 0.1556 | 0.1088 | 0.7545 |
No log | 20.0 | 140 | 0.7656 | 0.0912 | 0.1656 | 0.1176 | 0.7580 |
No log | 21.0 | 147 | 0.7639 | 0.0883 | 0.1689 | 0.1159 | 0.7577 |
No log | 22.0 | 154 | 0.7444 | 0.0884 | 0.1689 | 0.1161 | 0.7636 |
No log | 23.0 | 161 | 0.7479 | 0.0928 | 0.1778 | 0.1219 | 0.7659 |
No log | 24.0 | 168 | 0.7377 | 0.0936 | 0.1822 | 0.1237 | 0.7711 |
No log | 25.0 | 175 | 0.7229 | 0.1030 | 0.1989 | 0.1357 | 0.7732 |
No log | 26.0 | 182 | 0.7222 | 0.1080 | 0.2078 | 0.1422 | 0.7750 |
No log | 27.0 | 189 | 0.7195 | 0.1105 | 0.2067 | 0.1440 | 0.7711 |
No log | 28.0 | 196 | 0.7197 | 0.1133 | 0.22 | 0.1495 | 0.7744 |
No log | 29.0 | 203 | 0.7136 | 0.1179 | 0.23 | 0.1559 | 0.7773 |
No log | 30.0 | 210 | 0.7140 | 0.1236 | 0.2367 | 0.1624 | 0.7792 |
No log | 31.0 | 217 | 0.6951 | 0.1226 | 0.2378 | 0.1618 | 0.7804 |
No log | 32.0 | 224 | 0.7239 | 0.1372 | 0.2611 | 0.1799 | 0.7837 |
No log | 33.0 | 231 | 0.7081 | 0.1362 | 0.2644 | 0.1798 | 0.7876 |
No log | 34.0 | 238 | 0.7006 | 0.1290 | 0.2578 | 0.1719 | 0.7826 |
No log | 35.0 | 245 | 0.7019 | 0.1481 | 0.2833 | 0.1945 | 0.7907 |
No log | 36.0 | 252 | 0.7151 | 0.1375 | 0.2778 | 0.1840 | 0.7928 |
No log | 37.0 | 259 | 0.7046 | 0.1561 | 0.3022 | 0.2058 | 0.7931 |
No log | 38.0 | 266 | 0.7066 | 0.1553 | 0.3111 | 0.2072 | 0.7969 |
No log | 39.0 | 273 | 0.7000 | 0.1589 | 0.3089 | 0.2098 | 0.7946 |
No log | 40.0 | 280 | 0.7155 | 0.1730 | 0.3322 | 0.2275 | 0.7963 |
No log | 41.0 | 287 | 0.7091 | 0.1758 | 0.3311 | 0.2297 | 0.7974 |
No log | 42.0 | 294 | 0.7170 | 0.1758 | 0.3367 | 0.2309 | 0.7985 |
No log | 43.0 | 301 | 0.7191 | 0.1828 | 0.3444 | 0.2388 | 0.7989 |
No log | 44.0 | 308 | 0.7016 | 0.1935 | 0.3489 | 0.2489 | 0.7947 |
No log | 45.0 | 315 | 0.7021 | 0.2 | 0.3711 | 0.2599 | 0.8007 |
No log | 46.0 | 322 | 0.6913 | 0.1940 | 0.3589 | 0.2519 | 0.8006 |
No log | 47.0 | 329 | 0.7037 | 0.1884 | 0.3644 | 0.2484 | 0.8011 |
No log | 48.0 | 336 | 0.7169 | 0.1917 | 0.3733 | 0.2533 | 0.8021 |
No log | 49.0 | 343 | 0.7276 | 0.2035 | 0.38 | 0.2650 | 0.8042 |
No log | 50.0 | 350 | 0.7232 | 0.2104 | 0.3789 | 0.2705 | 0.8063 |
No log | 51.0 | 357 | 0.7502 | 0.2162 | 0.3911 | 0.2785 | 0.8007 |
No log | 52.0 | 364 | 0.7354 | 0.2216 | 0.3878 | 0.2820 | 0.8028 |
No log | 53.0 | 371 | 0.7204 | 0.2152 | 0.4056 | 0.2812 | 0.8048 |
No log | 54.0 | 378 | 0.7206 | 0.2224 | 0.4122 | 0.2889 | 0.8029 |
No log | 55.0 | 385 | 0.7219 | 0.2276 | 0.42 | 0.2952 | 0.8033 |
No log | 56.0 | 392 | 0.7377 | 0.2298 | 0.4022 | 0.2925 | 0.8021 |
No log | 57.0 | 399 | 0.7308 | 0.2266 | 0.4122 | 0.2925 | 0.8083 |
No log | 58.0 | 406 | 0.7468 | 0.2242 | 0.42 | 0.2923 | 0.8073 |
No log | 59.0 | 413 | 0.7348 | 0.24 | 0.4333 | 0.3089 | 0.8093 |
No log | 60.0 | 420 | 0.7540 | 0.2196 | 0.4322 | 0.2913 | 0.8040 |
No log | 61.0 | 427 | 0.7628 | 0.2325 | 0.4278 | 0.3013 | 0.8086 |
No log | 62.0 | 434 | 0.7531 | 0.2379 | 0.4467 | 0.3104 | 0.8098 |
No log | 63.0 | 441 | 0.7770 | 0.2424 | 0.4322 | 0.3106 | 0.8071 |
No log | 64.0 | 448 | 0.7573 | 0.2431 | 0.4433 | 0.3140 | 0.8115 |
No log | 65.0 | 455 | 0.7820 | 0.2279 | 0.4156 | 0.2944 | 0.8067 |
No log | 66.0 | 462 | 0.8081 | 0.2375 | 0.4322 | 0.3065 | 0.8063 |
No log | 67.0 | 469 | 0.7965 | 0.2426 | 0.4489 | 0.3150 | 0.8082 |
No log | 68.0 | 476 | 0.8123 | 0.2448 | 0.4456 | 0.3160 | 0.8054 |
No log | 69.0 | 483 | 0.7864 | 0.2455 | 0.4433 | 0.3160 | 0.8095 |
No log | 70.0 | 490 | 0.7793 | 0.2356 | 0.4511 | 0.3096 | 0.8128 |
No log | 71.0 | 497 | 0.7856 | 0.2460 | 0.4656 | 0.3219 | 0.8117 |
0.5219 | 72.0 | 504 | 0.8033 | 0.2387 | 0.4656 | 0.3156 | 0.8063 |
0.5219 | 73.0 | 511 | 0.7884 | 0.2478 | 0.4722 | 0.3250 | 0.8132 |
0.5219 | 74.0 | 518 | 0.7854 | 0.2466 | 0.4622 | 0.3216 | 0.8121 |
0.5219 | 75.0 | 525 | 0.7910 | 0.2492 | 0.4578 | 0.3228 | 0.8130 |
0.5219 | 76.0 | 532 | 0.8115 | 0.2491 | 0.47 | 0.3256 | 0.8115 |
0.5219 | 77.0 | 539 | 0.8232 | 0.2484 | 0.4667 | 0.3242 | 0.8098 |
0.5219 | 78.0 | 546 | 0.8207 | 0.2670 | 0.4767 | 0.3422 | 0.8100 |
0.5219 | 79.0 | 553 | 0.8512 | 0.2488 | 0.4656 | 0.3243 | 0.8067 |
0.5219 | 80.0 | 560 | 0.8159 | 0.2639 | 0.4689 | 0.3377 | 0.8118 |
0.5219 | 81.0 | 567 | 0.8069 | 0.2597 | 0.4767 | 0.3362 | 0.8119 |
0.5219 | 82.0 | 574 | 0.8056 | 0.2502 | 0.4611 | 0.3243 | 0.8113 |
0.5219 | 83.0 | 581 | 0.8204 | 0.2518 | 0.4744 | 0.3290 | 0.8107 |
0.5219 | 84.0 | 588 | 0.8038 | 0.2615 | 0.4689 | 0.3357 | 0.8129 |
0.5219 | 85.0 | 595 | 0.8099 | 0.2567 | 0.4789 | 0.3342 | 0.8141 |
0.5219 | 86.0 | 602 | 0.8144 | 0.2641 | 0.4733 | 0.3390 | 0.8179 |
0.5219 | 87.0 | 609 | 0.8239 | 0.2461 | 0.4711 | 0.3233 | 0.8159 |
0.5219 | 88.0 | 616 | 0.8362 | 0.2693 | 0.4767 | 0.3442 | 0.8179 |
0.5219 | 89.0 | 623 | 0.8307 | 0.2567 | 0.4689 | 0.3318 | 0.8113 |
0.5219 | 90.0 | 630 | 0.8271 | 0.2745 | 0.4856 | 0.3507 | 0.8161 |
0.5219 | 91.0 | 637 | 0.8346 | 0.2625 | 0.4678 | 0.3363 | 0.8162 |
0.5219 | 92.0 | 644 | 0.8413 | 0.2670 | 0.4678 | 0.3399 | 0.8138 |
0.5219 | 93.0 | 651 | 0.8598 | 0.2807 | 0.4778 | 0.3536 | 0.8170 |
0.5219 | 94.0 | 658 | 0.8791 | 0.2691 | 0.4689 | 0.3420 | 0.8153 |
0.5219 | 95.0 | 665 | 0.8683 | 0.2540 | 0.4767 | 0.3314 | 0.8087 |
0.5219 | 96.0 | 672 | 0.8682 | 0.2743 | 0.4889 | 0.3514 | 0.8168 |
0.5219 | 97.0 | 679 | 0.8869 | 0.2674 | 0.4867 | 0.3452 | 0.8128 |
0.5219 | 98.0 | 686 | 0.8428 | 0.2699 | 0.4833 | 0.3463 | 0.8163 |
0.5219 | 99.0 | 693 | 0.8541 | 0.2655 | 0.4711 | 0.3396 | 0.8136 |
0.5219 | 100.0 | 700 | 0.8719 | 0.2734 | 0.4778 | 0.3478 | 0.8190 |
0.5219 | 101.0 | 707 | 0.8876 | 0.2731 | 0.4767 | 0.3472 | 0.8170 |
0.5219 | 102.0 | 714 | 0.8698 | 0.2738 | 0.47 | 0.3460 | 0.8187 |
0.5219 | 103.0 | 721 | 0.8713 | 0.2804 | 0.4867 | 0.3558 | 0.8176 |
0.5219 | 104.0 | 728 | 0.8767 | 0.2787 | 0.4889 | 0.3550 | 0.8170 |
0.5219 | 105.0 | 735 | 0.8904 | 0.2750 | 0.4867 | 0.3514 | 0.8157 |
0.5219 | 106.0 | 742 | 0.8767 | 0.2850 | 0.4889 | 0.3601 | 0.8212 |
0.5219 | 107.0 | 749 | 0.8611 | 0.2776 | 0.4856 | 0.3533 | 0.8195 |
0.5219 | 108.0 | 756 | 0.8694 | 0.2660 | 0.4978 | 0.3467 | 0.8165 |
0.5219 | 109.0 | 763 | 0.8730 | 0.2834 | 0.49 | 0.3591 | 0.8190 |
0.5219 | 110.0 | 770 | 0.8742 | 0.2679 | 0.4733 | 0.3422 | 0.8177 |
0.5219 | 111.0 | 777 | 0.8642 | 0.2815 | 0.4844 | 0.3561 | 0.8208 |
0.5219 | 112.0 | 784 | 0.8700 | 0.2850 | 0.4978 | 0.3625 | 0.8194 |
0.5219 | 113.0 | 791 | 0.8861 | 0.2784 | 0.4978 | 0.3571 | 0.8170 |
0.5219 | 114.0 | 798 | 0.8764 | 0.2763 | 0.49 | 0.3534 | 0.8220 |
0.5219 | 115.0 | 805 | 0.8905 | 0.2853 | 0.4944 | 0.3618 | 0.8197 |
0.5219 | 116.0 | 812 | 0.9096 | 0.2871 | 0.4811 | 0.3596 | 0.8186 |
0.5219 | 117.0 | 819 | 0.9097 | 0.2750 | 0.4911 | 0.3526 | 0.8176 |
0.5219 | 118.0 | 826 | 0.8813 | 0.2929 | 0.4878 | 0.3660 | 0.8219 |
0.5219 | 119.0 | 833 | 0.8781 | 0.2883 | 0.4956 | 0.3645 | 0.8209 |
0.5219 | 120.0 | 840 | 0.8910 | 0.2928 | 0.5133 | 0.3729 | 0.8210 |
0.5219 | 121.0 | 847 | 0.8964 | 0.2883 | 0.5078 | 0.3678 | 0.8240 |
0.5219 | 122.0 | 854 | 0.9269 | 0.2893 | 0.5089 | 0.3689 | 0.8188 |
0.5219 | 123.0 | 861 | 0.9069 | 0.2879 | 0.4911 | 0.3630 | 0.8208 |
0.5219 | 124.0 | 868 | 0.8977 | 0.2983 | 0.4989 | 0.3734 | 0.8251 |
0.5219 | 125.0 | 875 | 0.8922 | 0.2814 | 0.4956 | 0.3590 | 0.8217 |
0.5219 | 126.0 | 882 | 0.9102 | 0.2822 | 0.4922 | 0.3587 | 0.8212 |
0.5219 | 127.0 | 889 | 0.9242 | 0.2916 | 0.51 | 0.3711 | 0.8210 |
0.5219 | 128.0 | 896 | 0.9239 | 0.2963 | 0.5044 | 0.3734 | 0.8209 |
0.5219 | 129.0 | 903 | 0.9205 | 0.2957 | 0.5011 | 0.3720 | 0.8214 |
0.5219 | 130.0 | 910 | 0.9336 | 0.3014 | 0.51 | 0.3789 | 0.8210 |
0.5219 | 131.0 | 917 | 0.9304 | 0.2962 | 0.5111 | 0.3751 | 0.8222 |
0.5219 | 132.0 | 924 | 0.9376 | 0.2898 | 0.4956 | 0.3657 | 0.8210 |
0.5219 | 133.0 | 931 | 0.9255 | 0.2901 | 0.5022 | 0.3678 | 0.8216 |
0.5219 | 134.0 | 938 | 0.9112 | 0.3 | 0.51 | 0.3778 | 0.8222 |
0.5219 | 135.0 | 945 | 0.9399 | 0.2963 | 0.5067 | 0.3739 | 0.8203 |
0.5219 | 136.0 | 952 | 0.9284 | 0.2959 | 0.51 | 0.3745 | 0.8211 |
0.5219 | 137.0 | 959 | 0.9366 | 0.2923 | 0.4989 | 0.3686 | 0.8223 |
0.5219 | 138.0 | 966 | 0.9344 | 0.2894 | 0.4956 | 0.3654 | 0.8212 |
0.5219 | 139.0 | 973 | 0.9423 | 0.3054 | 0.51 | 0.3820 | 0.8201 |
0.5219 | 140.0 | 980 | 0.9646 | 0.3009 | 0.4978 | 0.3751 | 0.8200 |
0.5219 | 141.0 | 987 | 0.9396 | 0.3030 | 0.51 | 0.3801 | 0.8228 |
0.5219 | 142.0 | 994 | 0.9367 | 0.2949 | 0.5089 | 0.3734 | 0.8219 |
0.0657 | 143.0 | 1001 | 0.9592 | 0.3076 | 0.4956 | 0.3796 | 0.8203 |
0.0657 | 144.0 | 1008 | 0.9598 | 0.2924 | 0.5033 | 0.3699 | 0.8190 |
0.0657 | 145.0 | 1015 | 0.9369 | 0.3198 | 0.5156 | 0.3947 | 0.8235 |
0.0657 | 146.0 | 1022 | 0.9509 | 0.3069 | 0.5122 | 0.3838 | 0.8232 |
0.0657 | 147.0 | 1029 | 0.9623 | 0.2867 | 0.5033 | 0.3653 | 0.8193 |
0.0657 | 148.0 | 1036 | 0.9718 | 0.2973 | 0.5011 | 0.3732 | 0.8185 |
0.0657 | 149.0 | 1043 | 0.9434 | 0.3045 | 0.5167 | 0.3832 | 0.8215 |
0.0657 | 150.0 | 1050 | 0.9627 | 0.2988 | 0.5067 | 0.3759 | 0.8215 |
0.0657 | 151.0 | 1057 | 0.9607 | 0.2969 | 0.5078 | 0.3747 | 0.8219 |
0.0657 | 152.0 | 1064 | 0.9498 | 0.3035 | 0.5122 | 0.3811 | 0.8220 |
0.0657 | 153.0 | 1071 | 0.9574 | 0.3094 | 0.5178 | 0.3874 | 0.8220 |
0.0657 | 154.0 | 1078 | 0.9547 | 0.3243 | 0.53 | 0.4024 | 0.8249 |
0.0657 | 155.0 | 1085 | 0.9891 | 0.3003 | 0.5044 | 0.3765 | 0.8205 |
0.0657 | 156.0 | 1092 | 0.9727 | 0.3018 | 0.5167 | 0.3810 | 0.8218 |
0.0657 | 157.0 | 1099 | 0.9646 | 0.3050 | 0.51 | 0.3817 | 0.8217 |
0.0657 | 158.0 | 1106 | 0.9610 | 0.2962 | 0.5144 | 0.3760 | 0.8205 |
0.0657 | 159.0 | 1113 | 0.9822 | 0.2965 | 0.5122 | 0.3756 | 0.8228 |
0.0657 | 160.0 | 1120 | 0.9624 | 0.3081 | 0.5156 | 0.3857 | 0.8228 |
0.0657 | 161.0 | 1127 | 0.9693 | 0.3067 | 0.5156 | 0.3846 | 0.8219 |
0.0657 | 162.0 | 1134 | 0.9714 | 0.2989 | 0.5078 | 0.3763 | 0.8217 |
0.0657 | 163.0 | 1141 | 0.9568 | 0.3122 | 0.5133 | 0.3882 | 0.8254 |
0.0657 | 164.0 | 1148 | 0.9919 | 0.3112 | 0.5211 | 0.3897 | 0.8236 |
0.0657 | 165.0 | 1155 | 0.9790 | 0.3095 | 0.5144 | 0.3865 | 0.8215 |
0.0657 | 166.0 | 1162 | 0.9739 | 0.31 | 0.5167 | 0.3875 | 0.8216 |
0.0657 | 167.0 | 1169 | 0.9832 | 0.2967 | 0.5167 | 0.3770 | 0.8202 |
0.0657 | 168.0 | 1176 | 0.9788 | 0.3096 | 0.5178 | 0.3875 | 0.8218 |
0.0657 | 169.0 | 1183 | 0.9765 | 0.2968 | 0.5078 | 0.3746 | 0.8199 |
0.0657 | 170.0 | 1190 | 0.9855 | 0.3023 | 0.5156 | 0.3811 | 0.8187 |
0.0657 | 171.0 | 1197 | 0.9797 | 0.3128 | 0.5189 | 0.3903 | 0.8252 |
0.0657 | 172.0 | 1204 | 0.9766 | 0.3079 | 0.5211 | 0.3871 | 0.8204 |
0.0657 | 173.0 | 1211 | 0.9693 | 0.3084 | 0.5167 | 0.3862 | 0.8234 |
0.0657 | 174.0 | 1218 | 0.9892 | 0.3076 | 0.5189 | 0.3863 | 0.8248 |
0.0657 | 175.0 | 1225 | 0.9850 | 0.3070 | 0.5133 | 0.3842 | 0.8223 |
0.0657 | 176.0 | 1232 | 0.9956 | 0.3158 | 0.5189 | 0.3926 | 0.8201 |
0.0657 | 177.0 | 1239 | 0.9919 | 0.3178 | 0.5156 | 0.3932 | 0.8213 |
0.0657 | 178.0 | 1246 | 1.0016 | 0.3069 | 0.5156 | 0.3847 | 0.8227 |
0.0657 | 179.0 | 1253 | 1.0104 | 0.2991 | 0.5111 | 0.3774 | 0.8197 |
0.0657 | 180.0 | 1260 | 0.9953 | 0.3103 | 0.5233 | 0.3896 | 0.8225 |
0.0657 | 181.0 | 1267 | 1.0140 | 0.2981 | 0.5144 | 0.3775 | 0.8184 |
0.0657 | 182.0 | 1274 | 0.9918 | 0.3074 | 0.5133 | 0.3845 | 0.8224 |
0.0657 | 183.0 | 1281 | 1.0138 | 0.3047 | 0.5122 | 0.3821 | 0.8215 |
0.0657 | 184.0 | 1288 | 0.9915 | 0.3070 | 0.5222 | 0.3867 | 0.8229 |
0.0657 | 185.0 | 1295 | 0.9954 | 0.2993 | 0.5111 | 0.3775 | 0.8213 |
0.0657 | 186.0 | 1302 | 1.0051 | 0.2922 | 0.4978 | 0.3683 | 0.8217 |
0.0657 | 187.0 | 1309 | 1.0040 | 0.3018 | 0.5178 | 0.3813 | 0.8235 |
0.0657 | 188.0 | 1316 | 1.0105 | 0.3165 | 0.5211 | 0.3938 | 0.8235 |
0.0657 | 189.0 | 1323 | 0.9985 | 0.3064 | 0.5233 | 0.3865 | 0.8213 |
0.0657 | 190.0 | 1330 | 1.0056 | 0.3054 | 0.5111 | 0.3824 | 0.8223 |
0.0657 | 191.0 | 1337 | 0.9902 | 0.3008 | 0.5133 | 0.3793 | 0.8222 |
0.0657 | 192.0 | 1344 | 1.0168 | 0.3003 | 0.5144 | 0.3792 | 0.8216 |
0.0657 | 193.0 | 1351 | 0.9967 | 0.3095 | 0.5144 | 0.3865 | 0.8222 |
0.0657 | 194.0 | 1358 | 1.0256 | 0.2988 | 0.5133 | 0.3778 | 0.8193 |
0.0657 | 195.0 | 1365 | 1.0031 | 0.2996 | 0.52 | 0.3802 | 0.8240 |
0.0657 | 196.0 | 1372 | 1.0174 | 0.3133 | 0.5167 | 0.3901 | 0.8243 |
0.0657 | 197.0 | 1379 | 1.0119 | 0.3091 | 0.5244 | 0.3890 | 0.8225 |
0.0657 | 198.0 | 1386 | 1.0050 | 0.3181 | 0.5189 | 0.3944 | 0.8248 |
0.0657 | 199.0 | 1393 | 1.0206 | 0.3026 | 0.5211 | 0.3829 | 0.8208 |
0.0657 | 200.0 | 1400 | 1.0157 | 0.3036 | 0.5111 | 0.3810 | 0.8221 |
0.0657 | 201.0 | 1407 | 1.0210 | 0.3040 | 0.5178 | 0.3831 | 0.8201 |
0.0657 | 202.0 | 1414 | 1.0225 | 0.3094 | 0.5167 | 0.3870 | 0.8218 |
0.0657 | 203.0 | 1421 | 1.0212 | 0.3095 | 0.5189 | 0.3877 | 0.8213 |
0.0657 | 204.0 | 1428 | 1.0247 | 0.3057 | 0.5167 | 0.3841 | 0.8208 |
0.0657 | 205.0 | 1435 | 1.0229 | 0.3037 | 0.5133 | 0.3817 | 0.8211 |
0.0657 | 206.0 | 1442 | 1.0188 | 0.3014 | 0.5178 | 0.3810 | 0.8215 |
0.0657 | 207.0 | 1449 | 1.0258 | 0.3065 | 0.5211 | 0.3860 | 0.8201 |
0.0657 | 208.0 | 1456 | 1.0339 | 0.3095 | 0.5156 | 0.3868 | 0.8210 |
0.0657 | 209.0 | 1463 | 1.0323 | 0.3105 | 0.5144 | 0.3873 | 0.8220 |
0.0657 | 210.0 | 1470 | 1.0317 | 0.3063 | 0.5167 | 0.3846 | 0.8221 |
0.0657 | 211.0 | 1477 | 1.0285 | 0.2981 | 0.52 | 0.3789 | 0.8206 |
0.0657 | 212.0 | 1484 | 1.0241 | 0.3098 | 0.5167 | 0.3873 | 0.8245 |
0.0657 | 213.0 | 1491 | 1.0311 | 0.3036 | 0.5211 | 0.3836 | 0.8226 |
0.0657 | 214.0 | 1498 | 1.0370 | 0.3005 | 0.5144 | 0.3794 | 0.8239 |
0.0235 | 215.0 | 1505 | 1.0228 | 0.3046 | 0.5222 | 0.3848 | 0.8218 |
0.0235 | 216.0 | 1512 | 1.0250 | 0.3099 | 0.52 | 0.3884 | 0.8231 |
0.0235 | 217.0 | 1519 | 1.0320 | 0.3124 | 0.52 | 0.3903 | 0.8216 |
0.0235 | 218.0 | 1526 | 1.0330 | 0.3059 | 0.5244 | 0.3864 | 0.8220 |
0.0235 | 219.0 | 1533 | 1.0475 | 0.3055 | 0.5122 | 0.3827 | 0.8201 |
0.0235 | 220.0 | 1540 | 1.0430 | 0.3092 | 0.5222 | 0.3884 | 0.8199 |
0.0235 | 221.0 | 1547 | 1.0283 | 0.3114 | 0.52 | 0.3895 | 0.8225 |
0.0235 | 222.0 | 1554 | 1.0338 | 0.2991 | 0.5244 | 0.3810 | 0.8227 |
0.0235 | 223.0 | 1561 | 1.0440 | 0.3002 | 0.5167 | 0.3797 | 0.8198 |
0.0235 | 224.0 | 1568 | 1.0311 | 0.3023 | 0.5156 | 0.3811 | 0.8215 |
0.0235 | 225.0 | 1575 | 1.0442 | 0.3094 | 0.5222 | 0.3886 | 0.8209 |
0.0235 | 226.0 | 1582 | 1.0439 | 0.3096 | 0.5222 | 0.3888 | 0.8193 |
0.0235 | 227.0 | 1589 | 1.0492 | 0.3015 | 0.5233 | 0.3826 | 0.8207 |
0.0235 | 228.0 | 1596 | 1.0434 | 0.3016 | 0.5167 | 0.3808 | 0.8212 |
0.0235 | 229.0 | 1603 | 1.0431 | 0.3019 | 0.5122 | 0.3799 | 0.8222 |
0.0235 | 230.0 | 1610 | 1.0516 | 0.3141 | 0.5189 | 0.3913 | 0.8226 |
0.0235 | 231.0 | 1617 | 1.0405 | 0.3097 | 0.5189 | 0.3879 | 0.8219 |
0.0235 | 232.0 | 1624 | 1.0383 | 0.3030 | 0.5178 | 0.3823 | 0.8223 |
0.0235 | 233.0 | 1631 | 1.0460 | 0.3128 | 0.5189 | 0.3903 | 0.8203 |
0.0235 | 234.0 | 1638 | 1.0370 | 0.3124 | 0.5244 | 0.3915 | 0.8245 |
0.0235 | 235.0 | 1645 | 1.0414 | 0.3019 | 0.5233 | 0.3829 | 0.8210 |
0.0235 | 236.0 | 1652 | 1.0528 | 0.2989 | 0.52 | 0.3796 | 0.8211 |
0.0235 | 237.0 | 1659 | 1.0547 | 0.3012 | 0.5144 | 0.3800 | 0.8227 |
0.0235 | 238.0 | 1666 | 1.0515 | 0.3181 | 0.5256 | 0.3963 | 0.8195 |
0.0235 | 239.0 | 1673 | 1.0456 | 0.3039 | 0.5156 | 0.3824 | 0.8248 |
0.0235 | 240.0 | 1680 | 1.0373 | 0.2996 | 0.5222 | 0.3807 | 0.8223 |
0.0235 | 241.0 | 1687 | 1.0379 | 0.3091 | 0.5189 | 0.3874 | 0.8241 |
0.0235 | 242.0 | 1694 | 1.0477 | 0.3077 | 0.52 | 0.3866 | 0.8202 |
0.0235 | 243.0 | 1701 | 1.0346 | 0.3116 | 0.5144 | 0.3881 | 0.8222 |
0.0235 | 244.0 | 1708 | 1.0500 | 0.3061 | 0.5211 | 0.3857 | 0.8206 |
0.0235 | 245.0 | 1715 | 1.0471 | 0.3093 | 0.5189 | 0.3876 | 0.8231 |
0.0235 | 246.0 | 1722 | 1.0390 | 0.3072 | 0.5178 | 0.3856 | 0.8241 |
0.0235 | 247.0 | 1729 | 1.0510 | 0.3022 | 0.5133 | 0.3804 | 0.8218 |
0.0235 | 248.0 | 1736 | 1.0556 | 0.3015 | 0.5156 | 0.3805 | 0.8195 |
0.0235 | 249.0 | 1743 | 1.0531 | 0.3100 | 0.5178 | 0.3878 | 0.8218 |
0.0235 | 250.0 | 1750 | 1.0507 | 0.3002 | 0.5167 | 0.3797 | 0.8226 |
0.0235 | 251.0 | 1757 | 1.0468 | 0.3077 | 0.52 | 0.3866 | 0.8232 |
0.0235 | 252.0 | 1764 | 1.0476 | 0.3097 | 0.5244 | 0.3894 | 0.8228 |
0.0235 | 253.0 | 1771 | 1.0596 | 0.3066 | 0.5178 | 0.3851 | 0.8218 |
0.0235 | 254.0 | 1778 | 1.0467 | 0.3077 | 0.5211 | 0.3870 | 0.8230 |
0.0235 | 255.0 | 1785 | 1.0417 | 0.3091 | 0.5189 | 0.3874 | 0.8239 |
0.0235 | 256.0 | 1792 | 1.0428 | 0.3062 | 0.5189 | 0.3852 | 0.8241 |
0.0235 | 257.0 | 1799 | 1.0555 | 0.3147 | 0.5178 | 0.3914 | 0.8251 |
0.0235 | 258.0 | 1806 | 1.0426 | 0.3176 | 0.5222 | 0.3950 | 0.8247 |
0.0235 | 259.0 | 1813 | 1.0482 | 0.3120 | 0.5211 | 0.3903 | 0.8214 |
0.0235 | 260.0 | 1820 | 1.0522 | 0.3085 | 0.52 | 0.3873 | 0.8231 |
0.0235 | 261.0 | 1827 | 1.0539 | 0.3048 | 0.5222 | 0.3849 | 0.8223 |
0.0235 | 262.0 | 1834 | 1.0511 | 0.3072 | 0.5222 | 0.3868 | 0.8224 |
0.0235 | 263.0 | 1841 | 1.0586 | 0.3093 | 0.52 | 0.3879 | 0.8228 |
0.0235 | 264.0 | 1848 | 1.0604 | 0.3098 | 0.5211 | 0.3886 | 0.8220 |
0.0235 | 265.0 | 1855 | 1.0549 | 0.3125 | 0.5267 | 0.3922 | 0.8223 |
0.0235 | 266.0 | 1862 | 1.0573 | 0.3092 | 0.5222 | 0.3884 | 0.8226 |
0.0235 | 267.0 | 1869 | 1.0589 | 0.3086 | 0.5178 | 0.3867 | 0.8221 |
0.0235 | 268.0 | 1876 | 1.0611 | 0.3064 | 0.5222 | 0.3862 | 0.8216 |
0.0235 | 269.0 | 1883 | 1.0623 | 0.3085 | 0.52 | 0.3873 | 0.8228 |
0.0235 | 270.0 | 1890 | 1.0591 | 0.3108 | 0.52 | 0.3890 | 0.8225 |
0.0235 | 271.0 | 1897 | 1.0571 | 0.3074 | 0.5222 | 0.3870 | 0.8213 |
0.0235 | 272.0 | 1904 | 1.0552 | 0.3071 | 0.52 | 0.3861 | 0.8207 |
0.0235 | 273.0 | 1911 | 1.0637 | 0.3037 | 0.52 | 0.3834 | 0.8207 |
0.0235 | 274.0 | 1918 | 1.0663 | 0.3022 | 0.5211 | 0.3825 | 0.8211 |
0.0235 | 275.0 | 1925 | 1.0577 | 0.2991 | 0.5178 | 0.3792 | 0.8216 |
0.0235 | 276.0 | 1932 | 1.0520 | 0.3047 | 0.5167 | 0.3833 | 0.8231 |
0.0235 | 277.0 | 1939 | 1.0552 | 0.3060 | 0.5178 | 0.3846 | 0.8232 |
0.0235 | 278.0 | 1946 | 1.0607 | 0.3036 | 0.5189 | 0.3831 | 0.8229 |
0.0235 | 279.0 | 1953 | 1.0592 | 0.3016 | 0.5211 | 0.3821 | 0.8218 |
0.0235 | 280.0 | 1960 | 1.0595 | 0.2990 | 0.5189 | 0.3794 | 0.8231 |
0.0235 | 281.0 | 1967 | 1.0615 | 0.3046 | 0.5178 | 0.3835 | 0.8213 |
0.0235 | 282.0 | 1974 | 1.0585 | 0.3034 | 0.5189 | 0.3829 | 0.8207 |
0.0235 | 283.0 | 1981 | 1.0577 | 0.3051 | 0.5167 | 0.3837 | 0.8220 |
0.0235 | 284.0 | 1988 | 1.0631 | 0.3108 | 0.52 | 0.3890 | 0.8225 |
0.0235 | 285.0 | 1995 | 1.0631 | 0.3091 | 0.52 | 0.3877 | 0.8213 |
0.0144 | 286.0 | 2002 | 1.0593 | 0.3067 | 0.5167 | 0.3849 | 0.8204 |
0.0144 | 287.0 | 2009 | 1.0559 | 0.3100 | 0.5178 | 0.3878 | 0.8209 |
0.0144 | 288.0 | 2016 | 1.0553 | 0.3060 | 0.5178 | 0.3846 | 0.8218 |
0.0144 | 289.0 | 2023 | 1.0558 | 0.3035 | 0.52 | 0.3833 | 0.8225 |
0.0144 | 290.0 | 2030 | 1.0593 | 0.3001 | 0.5178 | 0.3799 | 0.8220 |
0.0144 | 291.0 | 2037 | 1.0605 | 0.3031 | 0.52 | 0.3830 | 0.8220 |
0.0144 | 292.0 | 2044 | 1.0617 | 0.3051 | 0.5211 | 0.3849 | 0.8224 |
0.0144 | 293.0 | 2051 | 1.0606 | 0.3029 | 0.5189 | 0.3825 | 0.8220 |
0.0144 | 294.0 | 2058 | 1.0589 | 0.3001 | 0.5178 | 0.3799 | 0.8220 |
0.0144 | 295.0 | 2065 | 1.0585 | 0.3028 | 0.5178 | 0.3821 | 0.8224 |
0.0144 | 296.0 | 2072 | 1.0589 | 0.3061 | 0.52 | 0.3853 | 0.8226 |
0.0144 | 297.0 | 2079 | 1.0582 | 0.3060 | 0.5189 | 0.3850 | 0.8228 |
0.0144 | 298.0 | 2086 | 1.0582 | 0.3058 | 0.5189 | 0.3848 | 0.8226 |
0.0144 | 299.0 | 2093 | 1.0583 | 0.3056 | 0.5189 | 0.3847 | 0.8225 |
0.0144 | 300.0 | 2100 | 1.0583 | 0.3056 | 0.5189 | 0.3847 | 0.8225 |
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.0
- Datasets 2.8.0
- Tokenizers 0.12.1