crfTask-unsup-Qwen3-1.7B-datav3-all-only_mask
This model is a fine-tuned version of ferrazzipietro/unsup-Qwen3-1.7B-datav3-only_mask on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0433
- F1 Micro: 0.8748
- F1 Macro: 0.2076
- F1 Weighted: 0.8772
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: 0.0003
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-07 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 Micro | F1 Macro | F1 Weighted |
|---|---|---|---|---|---|---|
| 7.2188 | 0.0024 | 2 | 3.8002 | 0.0 | 0.0 | 0.0 |
| 7.2188 | 0.0047 | 4 | 3.8002 | 0.0 | 0.0 | 0.0 |
| 7.1289 | 0.0071 | 6 | 3.7993 | 0.0 | 0.0 | 0.0 |
| 7.1289 | 0.0095 | 8 | 3.7952 | 0.0 | 0.0 | 0.0 |
| 7.1469 | 0.0118 | 10 | 3.7862 | 0.0 | 0.0 | 0.0 |
| 7.1469 | 0.0142 | 12 | 3.7706 | 0.0 | 0.0 | 0.0 |
| 7.1469 | 0.0165 | 14 | 3.7426 | 0.0 | 0.0 | 0.0 |
| 7.1406 | 0.0189 | 16 | 3.7015 | 0.0 | 0.0 | 0.0 |
| 7.1406 | 0.0213 | 18 | 3.6595 | 0.0 | 0.0 | 0.0 |
| 6.9969 | 0.0236 | 20 | 3.6044 | 0.0 | 0.0 | 0.0 |
| 6.9969 | 0.0260 | 22 | 3.5493 | 0.0 | 0.0 | 0.0 |
| 6.9969 | 0.0284 | 24 | 3.4852 | 0.0 | 0.0 | 0.0 |
| 6.7781 | 0.0307 | 26 | 3.4137 | 0.0 | 0.0 | 0.0 |
| 6.7781 | 0.0331 | 28 | 3.3396 | 0.0 | 0.0 | 0.0 |
| 6.5312 | 0.0355 | 30 | 3.2615 | 0.0 | 0.0 | 0.0 |
| 6.5312 | 0.0378 | 32 | 3.1694 | 0.0 | 0.0 | 0.0 |
| 6.5312 | 0.0402 | 34 | 3.0789 | 0.0 | 0.0 | 0.0 |
| 6.1125 | 0.0426 | 36 | 2.9778 | 0.0 | 0.0 | 0.0 |
| 6.1125 | 0.0449 | 38 | 2.8734 | 0.0 | 0.0 | 0.0 |
| 5.8781 | 0.0473 | 40 | 2.7640 | 0.0 | 0.0 | 0.0 |
| 5.8781 | 0.0496 | 42 | 2.6513 | 0.0 | 0.0 | 0.0 |
| 5.8781 | 0.0520 | 44 | 2.5370 | 0.0 | 0.0 | 0.0 |
| 5.3094 | 0.0544 | 46 | 2.4235 | 0.0 | 0.0 | 0.0 |
| 5.3094 | 0.0567 | 48 | 2.3035 | 0.0 | 0.0 | 0.0 |
| 4.9156 | 0.0591 | 50 | 2.1809 | 0.0 | 0.0 | 0.0 |
| 4.9156 | 0.0615 | 52 | 2.0502 | 0.0 | 0.0 | 0.0 |
| 4.9156 | 0.0638 | 54 | 1.9445 | 0.0 | 0.0 | 0.0 |
| 4.4969 | 0.0662 | 56 | 1.8643 | 0.0 | 0.0 | 0.0 |
| 4.4969 | 0.0686 | 58 | 1.7911 | 0.0 | 0.0 | 0.0 |
| 4.0984 | 0.0709 | 60 | 1.7348 | 0.0883 | 0.0005 | 0.1497 |
| 4.0984 | 0.0733 | 62 | 1.6772 | 0.475 | 0.0151 | 0.4774 |
| 4.0984 | 0.0757 | 64 | 1.6410 | 0.4583 | 0.0179 | 0.4376 |
| 3.8828 | 0.0780 | 66 | 1.6139 | 0.4217 | 0.0493 | 0.3463 |
| 3.8828 | 0.0804 | 68 | 1.5958 | 0.4267 | 0.0650 | 0.3689 |
| 3.7766 | 0.0827 | 70 | 1.5769 | 0.5383 | 0.0880 | 0.4985 |
| 3.7766 | 0.0851 | 72 | 1.5613 | 0.5633 | 0.0775 | 0.4478 |
| 3.7766 | 0.0875 | 74 | 1.5436 | 0.515 | 0.0838 | 0.5228 |
| 3.7016 | 0.0898 | 76 | 1.5267 | 0.4433 | 0.0776 | 0.4091 |
| 3.7016 | 0.0922 | 78 | 1.5140 | 0.6233 | 0.0895 | 0.6001 |
| 3.6141 | 0.0946 | 80 | 1.5016 | 0.635 | 0.0699 | 0.6102 |
| 3.6141 | 0.0969 | 82 | 1.4885 | 0.6317 | 0.0908 | 0.6170 |
| 3.6141 | 0.0993 | 84 | 1.4774 | 0.6717 | 0.0968 | 0.6598 |
| 3.6047 | 0.1017 | 86 | 1.4655 | 0.6717 | 0.1287 | 0.6638 |
| 3.6047 | 0.1040 | 88 | 1.4548 | 0.6717 | 0.2119 | 0.6780 |
| 3.5438 | 0.1064 | 90 | 1.4465 | 0.6567 | 0.2205 | 0.6746 |
| 3.5438 | 0.1087 | 92 | 1.4363 | 0.6333 | 0.2050 | 0.5732 |
| 3.5438 | 0.1111 | 94 | 1.4260 | 0.66 | 0.2052 | 0.6540 |
| 3.5141 | 0.1135 | 96 | 1.4169 | 0.705 | 0.1662 | 0.6858 |
| 3.5141 | 0.1158 | 98 | 1.4062 | 0.6917 | 0.1766 | 0.6834 |
| 3.4719 | 0.1182 | 100 | 1.3984 | 0.6533 | 0.1819 | 0.6423 |
| 3.4719 | 0.1206 | 102 | 1.3886 | 0.6317 | 0.0884 | 0.5235 |
| 3.4719 | 0.1229 | 104 | 1.3803 | 0.6333 | 0.1224 | 0.6425 |
| 3.4922 | 0.1253 | 106 | 1.3725 | 0.72 | 0.1254 | 0.6974 |
| 3.4922 | 0.1277 | 108 | 1.3664 | 0.655 | 0.1045 | 0.5687 |
| 3.3281 | 0.1300 | 110 | 1.3598 | 0.53 | 0.1366 | 0.4976 |
| 3.3281 | 0.1324 | 112 | 1.3528 | 0.6417 | 0.0912 | 0.5430 |
| 3.3281 | 0.1348 | 114 | 1.3479 | 0.76 | 0.1472 | 0.7491 |
| 3.3125 | 0.1371 | 116 | 1.3446 | 0.51 | 0.1285 | 0.4853 |
| 3.3125 | 0.1395 | 118 | 1.3380 | 0.7667 | 0.1765 | 0.7557 |
| 3.375 | 0.1418 | 120 | 1.3326 | 0.7633 | 0.1745 | 0.7527 |
| 3.375 | 0.1442 | 122 | 1.3285 | 0.7033 | 0.1706 | 0.7115 |
| 3.375 | 0.1466 | 124 | 1.3244 | 0.7867 | 0.1325 | 0.7645 |
| 3.2531 | 0.1489 | 126 | 1.3215 | 0.6983 | 0.1283 | 0.7026 |
| 3.2531 | 0.1513 | 128 | 1.3187 | 0.7633 | 0.1280 | 0.7544 |
| 3.2922 | 0.1537 | 130 | 1.3150 | 0.6967 | 0.1105 | 0.6466 |
| 3.2922 | 0.1560 | 132 | 1.3129 | 0.64 | 0.2274 | 0.6554 |
| 3.2922 | 0.1584 | 134 | 1.3088 | 0.7183 | 0.2488 | 0.7290 |
| 3.3203 | 0.1608 | 136 | 1.3059 | 0.7717 | 0.2249 | 0.7678 |
| 3.3203 | 0.1631 | 138 | 1.3035 | 0.7367 | 0.2319 | 0.7417 |
| 3.3609 | 0.1655 | 140 | 1.3006 | 0.7867 | 0.2267 | 0.7875 |
| 3.3609 | 0.1678 | 142 | 1.2977 | 0.7867 | 0.2658 | 0.7839 |
| 3.3609 | 0.1702 | 144 | 1.2928 | 0.7017 | 0.3002 | 0.7167 |
| 3.2734 | 0.1726 | 146 | 1.2928 | 0.7883 | 0.2378 | 0.7900 |
| 3.2734 | 0.1749 | 148 | 1.2899 | 0.7833 | 0.2490 | 0.7652 |
| 3.225 | 0.1773 | 150 | 1.2858 | 0.7983 | 0.2475 | 0.7906 |
| 3.225 | 0.1797 | 152 | 1.2841 | 0.6317 | 0.2853 | 0.6307 |
| 3.225 | 0.1820 | 154 | 1.2808 | 0.765 | 0.2408 | 0.7645 |
| 3.15 | 0.1844 | 156 | 1.2780 | 0.7683 | 0.2245 | 0.7579 |
| 3.15 | 0.1868 | 158 | 1.2763 | 0.79 | 0.3254 | 0.7924 |
| 3.2859 | 0.1891 | 160 | 1.2747 | 0.7917 | 0.2970 | 0.7940 |
| 3.2859 | 0.1915 | 162 | 1.2730 | 0.7983 | 0.2407 | 0.7996 |
| 3.2859 | 0.1939 | 164 | 1.2697 | 0.8083 | 0.2508 | 0.8038 |
| 3.2406 | 0.1962 | 166 | 1.2685 | 0.7483 | 0.1819 | 0.7528 |
| 3.2406 | 0.1986 | 168 | 1.2673 | 0.795 | 0.1549 | 0.7808 |
| 3.125 | 0.2009 | 170 | 1.2636 | 0.7883 | 0.1630 | 0.7829 |
| 3.125 | 0.2033 | 172 | 1.2636 | 0.7883 | 0.1633 | 0.7845 |
| 3.125 | 0.2057 | 174 | 1.2603 | 0.8017 | 0.1663 | 0.7979 |
| 3.1594 | 0.2080 | 176 | 1.2599 | 0.8033 | 0.1672 | 0.7989 |
| 3.1594 | 0.2104 | 178 | 1.2578 | 0.7717 | 0.1808 | 0.7809 |
| 3.1969 | 0.2128 | 180 | 1.2562 | 0.795 | 0.1830 | 0.7968 |
| 3.1969 | 0.2151 | 182 | 1.2537 | 0.8133 | 0.2144 | 0.8161 |
| 3.1969 | 0.2175 | 184 | 1.2521 | 0.795 | 0.2550 | 0.7935 |
| 3.0406 | 0.2199 | 186 | 1.2504 | 0.8083 | 0.2599 | 0.8061 |
| 3.0406 | 0.2222 | 188 | 1.2484 | 0.7833 | 0.2586 | 0.7840 |
| 3.1203 | 0.2246 | 190 | 1.2488 | 0.73 | 0.1981 | 0.7079 |
| 3.1203 | 0.2270 | 192 | 1.2455 | 0.75 | 0.2150 | 0.7559 |
| 3.1203 | 0.2293 | 194 | 1.2438 | 0.775 | 0.2429 | 0.7899 |
| 3.1 | 0.2317 | 196 | 1.2430 | 0.7817 | 0.1826 | 0.7709 |
| 3.1 | 0.2340 | 198 | 1.2410 | 0.8117 | 0.1915 | 0.8072 |
| 3.1422 | 0.2364 | 200 | 1.2393 | 0.8167 | 0.1975 | 0.8189 |
| 3.1422 | 0.2388 | 202 | 1.2377 | 0.8283 | 0.1870 | 0.8268 |
| 3.1422 | 0.2411 | 204 | 1.2360 | 0.82 | 0.2008 | 0.8202 |
| 3.2547 | 0.2435 | 206 | 1.2344 | 0.8117 | 0.1956 | 0.8066 |
| 3.2547 | 0.2459 | 208 | 1.2319 | 0.8117 | 0.1940 | 0.8040 |
| 3.1625 | 0.2482 | 210 | 1.2303 | 0.825 | 0.1981 | 0.8209 |
| 3.1625 | 0.2506 | 212 | 1.2303 | 0.8283 | 0.2063 | 0.8222 |
| 3.1625 | 0.2530 | 214 | 1.2278 | 0.8217 | 0.1867 | 0.8167 |
| 3.0375 | 0.2553 | 216 | 1.2270 | 0.8283 | 0.1930 | 0.8219 |
| 3.0375 | 0.2577 | 218 | 1.2249 | 0.7983 | 0.2038 | 0.8067 |
| 3.1328 | 0.2600 | 220 | 1.2241 | 0.8167 | 0.1759 | 0.8133 |
| 3.1328 | 0.2624 | 222 | 1.2212 | 0.8117 | 0.2267 | 0.8111 |
| 3.1328 | 0.2648 | 224 | 1.2192 | 0.7933 | 0.3686 | 0.8085 |
| 3.0234 | 0.2671 | 226 | 1.2196 | 0.805 | 0.3841 | 0.8193 |
| 3.0234 | 0.2695 | 228 | 1.2175 | 0.7867 | 0.2882 | 0.7769 |
| 3.1234 | 0.2719 | 230 | 1.2150 | 0.81 | 0.3367 | 0.8126 |
| 3.1234 | 0.2742 | 232 | 1.2130 | 0.795 | 0.3656 | 0.8013 |
| 3.1234 | 0.2766 | 234 | 1.2113 | 0.825 | 0.2324 | 0.8193 |
| 3.1688 | 0.2790 | 236 | 1.2093 | 0.8133 | 0.1465 | 0.8025 |
| 3.1688 | 0.2813 | 238 | 1.2089 | 0.8117 | 0.1869 | 0.8206 |
| 3.0312 | 0.2837 | 240 | 1.2081 | 0.8 | 0.1820 | 0.8100 |
| 3.0312 | 0.2861 | 242 | 1.2068 | 0.8117 | 0.1719 | 0.8212 |
| 3.0312 | 0.2884 | 244 | 1.2048 | 0.8067 | 0.2084 | 0.8189 |
| 3.0531 | 0.2908 | 246 | 1.2031 | 0.8267 | 0.1539 | 0.8186 |
| 3.0531 | 0.2931 | 248 | 1.2023 | 0.82 | 0.1736 | 0.8166 |
| 3.05 | 0.2955 | 250 | 1.2002 | 0.8117 | 0.2456 | 0.8108 |
| 3.05 | 0.2979 | 252 | 1.2002 | 0.8133 | 0.1937 | 0.8016 |
| 3.05 | 0.3002 | 254 | 1.1994 | 0.8183 | 0.2110 | 0.8177 |
| 3.075 | 0.3026 | 256 | 1.1986 | 0.7667 | 0.2520 | 0.7815 |
| 3.075 | 0.3050 | 258 | 1.1949 | 0.8267 | 0.2717 | 0.8193 |
| 3.0094 | 0.3073 | 260 | 1.1937 | 0.8183 | 0.2617 | 0.8205 |
| 3.0094 | 0.3097 | 262 | 1.1933 | 0.8017 | 0.2551 | 0.8016 |
| 3.0094 | 0.3121 | 264 | 1.1945 | 0.8233 | 0.2619 | 0.8189 |
| 3.0875 | 0.3144 | 266 | 1.1920 | 0.8217 | 0.2548 | 0.8132 |
| 3.0875 | 0.3168 | 268 | 1.1912 | 0.815 | 0.3049 | 0.8157 |
| 2.9734 | 0.3191 | 270 | 1.1908 | 0.8183 | 0.3787 | 0.8242 |
| 2.9734 | 0.3215 | 272 | 1.1900 | 0.8233 | 0.2144 | 0.8195 |
| 2.9734 | 0.3239 | 274 | 1.1871 | 0.8217 | 0.2814 | 0.8290 |
| 2.9641 | 0.3262 | 276 | 1.1859 | 0.8067 | 0.3515 | 0.8179 |
| 2.9641 | 0.3286 | 278 | 1.1854 | 0.8433 | 0.2255 | 0.8411 |
| 3.0266 | 0.3310 | 280 | 1.1830 | 0.8333 | 0.1822 | 0.8245 |
| 3.0266 | 0.3333 | 282 | 1.1813 | 0.8283 | 0.1912 | 0.8202 |
| 3.0266 | 0.3357 | 284 | 1.1817 | 0.835 | 0.2268 | 0.8255 |
| 3.0891 | 0.3381 | 286 | 1.1797 | 0.83 | 0.2145 | 0.8209 |
| 3.0891 | 0.3404 | 288 | 1.1793 | 0.7967 | 0.2592 | 0.8064 |
| 2.9562 | 0.3428 | 290 | 1.1780 | 0.8117 | 0.3364 | 0.8193 |
| 2.9562 | 0.3452 | 292 | 1.1776 | 0.815 | 0.1619 | 0.8033 |
| 2.9562 | 0.3475 | 294 | 1.1768 | 0.8267 | 0.2274 | 0.8245 |
| 2.9797 | 0.3499 | 296 | 1.1748 | 0.825 | 0.2616 | 0.8285 |
| 2.9797 | 0.3522 | 298 | 1.1721 | 0.8367 | 0.2827 | 0.8361 |
| 3.0469 | 0.3546 | 300 | 1.1713 | 0.8467 | 0.1970 | 0.8362 |
| 3.0469 | 0.3570 | 302 | 1.1708 | 0.8317 | 0.2427 | 0.8292 |
| 3.0469 | 0.3593 | 304 | 1.1696 | 0.8483 | 0.3231 | 0.8452 |
| 2.9953 | 0.3617 | 306 | 1.1692 | 0.8433 | 0.3221 | 0.8376 |
| 2.9953 | 0.3641 | 308 | 1.1682 | 0.835 | 0.3991 | 0.8366 |
| 2.9266 | 0.3664 | 310 | 1.1671 | 0.8417 | 0.3445 | 0.8467 |
| 2.9266 | 0.3688 | 312 | 1.1663 | 0.8433 | 0.2781 | 0.8410 |
| 2.9266 | 0.3712 | 314 | 1.1651 | 0.8333 | 0.2085 | 0.8389 |
| 2.9562 | 0.3735 | 316 | 1.1643 | 0.835 | 0.2106 | 0.8389 |
| 2.9562 | 0.3759 | 318 | 1.1622 | 0.84 | 0.1517 | 0.8324 |
| 2.9438 | 0.3783 | 320 | 1.1614 | 0.8233 | 0.1603 | 0.8200 |
| 2.9438 | 0.3806 | 322 | 1.1614 | 0.8433 | 0.1625 | 0.8333 |
| 2.9438 | 0.3830 | 324 | 1.1610 | 0.8417 | 0.1753 | 0.8329 |
| 2.9547 | 0.3853 | 326 | 1.1602 | 0.7733 | 0.1697 | 0.7770 |
| 2.9547 | 0.3877 | 328 | 1.1589 | 0.7883 | 0.1717 | 0.7975 |
| 2.9328 | 0.3901 | 330 | 1.1552 | 0.795 | 0.1720 | 0.7870 |
| 2.9328 | 0.3924 | 332 | 1.1540 | 0.79 | 0.1622 | 0.7976 |
| 2.9328 | 0.3948 | 334 | 1.1536 | 0.7617 | 0.3109 | 0.7834 |
| 2.9406 | 0.3972 | 336 | 1.1528 | 0.82 | 0.1902 | 0.8141 |
| 2.9406 | 0.3995 | 338 | 1.1528 | 0.83 | 0.1820 | 0.8192 |
| 2.9172 | 0.4019 | 340 | 1.1519 | 0.825 | 0.2571 | 0.8239 |
| 2.9172 | 0.4043 | 342 | 1.1515 | 0.8267 | 0.2587 | 0.8243 |
| 2.9172 | 0.4066 | 344 | 1.1503 | 0.835 | 0.1704 | 0.8257 |
| 2.9531 | 0.4090 | 346 | 1.1495 | 0.8333 | 0.1960 | 0.8280 |
| 2.9531 | 0.4113 | 348 | 1.1486 | 0.8267 | 0.3985 | 0.8262 |
| 2.8281 | 0.4137 | 350 | 1.1462 | 0.83 | 0.2517 | 0.8210 |
| 2.8281 | 0.4161 | 352 | 1.1454 | 0.83 | 0.2392 | 0.8211 |
| 2.8281 | 0.4184 | 354 | 1.1449 | 0.8183 | 0.3558 | 0.8186 |
| 2.9109 | 0.4208 | 356 | 1.1433 | 0.8417 | 0.3368 | 0.8395 |
| 2.9109 | 0.4232 | 358 | 1.1421 | 0.8317 | 0.2469 | 0.8296 |
| 2.9844 | 0.4255 | 360 | 1.1425 | 0.835 | 0.3341 | 0.8412 |
| 2.9844 | 0.4279 | 362 | 1.1408 | 0.8083 | 0.3733 | 0.8204 |
| 2.9844 | 0.4303 | 364 | 1.1400 | 0.8167 | 0.3645 | 0.8271 |
| 2.9266 | 0.4326 | 366 | 1.1396 | 0.82 | 0.2971 | 0.8275 |
| 2.9266 | 0.4350 | 368 | 1.1396 | 0.825 | 0.3082 | 0.8350 |
| 2.8109 | 0.4374 | 370 | 1.1384 | 0.8267 | 0.3222 | 0.8362 |
| 2.8109 | 0.4397 | 372 | 1.1384 | 0.83 | 0.2690 | 0.8373 |
| 2.8109 | 0.4421 | 374 | 1.1380 | 0.8433 | 0.2092 | 0.8425 |
| 2.8438 | 0.4444 | 376 | 1.1351 | 0.845 | 0.2074 | 0.8445 |
| 2.8438 | 0.4468 | 378 | 1.1351 | 0.85 | 0.2138 | 0.8498 |
| 2.9328 | 0.4492 | 380 | 1.1334 | 0.8333 | 0.2345 | 0.8380 |
| 2.9328 | 0.4515 | 382 | 1.1330 | 0.8367 | 0.2481 | 0.8417 |
| 2.9328 | 0.4539 | 384 | 1.1326 | 0.845 | 0.2494 | 0.8476 |
| 2.9188 | 0.4563 | 386 | 1.1318 | 0.8317 | 0.3148 | 0.8387 |
| 2.9188 | 0.4586 | 388 | 1.1310 | 0.825 | 0.3678 | 0.8338 |
| 2.8766 | 0.4610 | 390 | 1.1301 | 0.85 | 0.2840 | 0.8472 |
| 2.8766 | 0.4634 | 392 | 1.1314 | 0.855 | 0.2738 | 0.8504 |
| 2.8766 | 0.4657 | 394 | 1.1310 | 0.8467 | 0.2478 | 0.8395 |
| 2.875 | 0.4681 | 396 | 1.1295 | 0.8417 | 0.2482 | 0.8362 |
| 2.875 | 0.4704 | 398 | 1.1279 | 0.8033 | 0.2590 | 0.8045 |
| 2.6984 | 0.4728 | 400 | 1.1291 | 0.8367 | 0.2545 | 0.8375 |
| 2.6984 | 0.4752 | 402 | 1.1266 | 0.8483 | 0.1668 | 0.8400 |
| 2.6984 | 0.4775 | 404 | 1.1258 | 0.845 | 0.1769 | 0.8391 |
| 2.8312 | 0.4799 | 406 | 1.1254 | 0.8467 | 0.2465 | 0.8490 |
| 2.8312 | 0.4823 | 408 | 1.1242 | 0.84 | 0.2294 | 0.8430 |
| 2.9016 | 0.4846 | 410 | 1.1238 | 0.8417 | 0.1879 | 0.8378 |
| 2.9016 | 0.4870 | 412 | 1.1238 | 0.845 | 0.1917 | 0.8436 |
| 2.9016 | 0.4894 | 414 | 1.1238 | 0.82 | 0.2502 | 0.8299 |
| 2.975 | 0.4917 | 416 | 1.1221 | 0.8267 | 0.3258 | 0.8383 |
| 2.975 | 0.4941 | 418 | 1.1217 | 0.84 | 0.1952 | 0.8362 |
| 2.7266 | 0.4965 | 420 | 1.1201 | 0.8517 | 0.3006 | 0.8545 |
| 2.7266 | 0.4988 | 422 | 1.1205 | 0.805 | 0.3351 | 0.8167 |
| 2.7266 | 0.5012 | 424 | 1.1205 | 0.8367 | 0.2817 | 0.8376 |
| 2.9531 | 0.5035 | 426 | 1.1229 | 0.8467 | 0.2071 | 0.8368 |
| 2.9531 | 0.5059 | 428 | 1.1182 | 0.85 | 0.2075 | 0.8410 |
| 2.8172 | 0.5083 | 430 | 1.1184 | 0.8417 | 0.2714 | 0.8369 |
| 2.8172 | 0.5106 | 432 | 1.1172 | 0.85 | 0.3272 | 0.8458 |
| 2.8172 | 0.5130 | 434 | 1.1172 | 0.8583 | 0.3351 | 0.8532 |
| 2.8375 | 0.5154 | 436 | 1.1153 | 0.8467 | 0.3342 | 0.8409 |
| 2.8375 | 0.5177 | 438 | 1.1153 | 0.855 | 0.3376 | 0.8515 |
| 2.7828 | 0.5201 | 440 | 1.1149 | 0.83 | 0.3948 | 0.8367 |
| 2.7828 | 0.5225 | 442 | 1.1137 | 0.8467 | 0.3287 | 0.8509 |
| 2.7828 | 0.5248 | 444 | 1.1129 | 0.8667 | 0.2904 | 0.8670 |
| 2.6688 | 0.5272 | 446 | 1.1133 | 0.8583 | 0.2824 | 0.8589 |
| 2.6688 | 0.5296 | 448 | 1.1116 | 0.8483 | 0.3003 | 0.8523 |
| 2.9078 | 0.5319 | 450 | 1.1137 | 0.8467 | 0.3000 | 0.8467 |
| 2.9078 | 0.5343 | 452 | 1.1088 | 0.8333 | 0.2975 | 0.8353 |
| 2.9078 | 0.5366 | 454 | 1.1100 | 0.8633 | 0.2347 | 0.8623 |
| 2.8422 | 0.5390 | 456 | 1.1083 | 0.8483 | 0.2072 | 0.8466 |
| 2.8422 | 0.5414 | 458 | 1.1081 | 0.8467 | 0.2262 | 0.8467 |
| 2.8937 | 0.5437 | 460 | 1.1065 | 0.855 | 0.2314 | 0.8604 |
| 2.8937 | 0.5461 | 462 | 1.1069 | 0.8533 | 0.2310 | 0.8578 |
| 2.8937 | 0.5485 | 464 | 1.1057 | 0.8483 | 0.2263 | 0.8577 |
| 2.7672 | 0.5508 | 466 | 1.1061 | 0.85 | 0.2867 | 0.8599 |
| 2.7672 | 0.5532 | 468 | 1.1057 | 0.8567 | 0.2853 | 0.8613 |
| 2.8141 | 0.5556 | 470 | 1.1044 | 0.8667 | 0.3622 | 0.8679 |
| 2.8141 | 0.5579 | 472 | 1.1022 | 0.86 | 0.3066 | 0.8588 |
| 2.8141 | 0.5603 | 474 | 1.1016 | 0.8683 | 0.2397 | 0.8663 |
| 2.7359 | 0.5626 | 476 | 1.1009 | 0.8767 | 0.3071 | 0.8713 |
| 2.7359 | 0.5650 | 478 | 1.1012 | 0.8717 | 0.3158 | 0.8698 |
| 2.8 | 0.5674 | 480 | 1.1012 | 0.8683 | 0.3121 | 0.8657 |
| 2.8 | 0.5697 | 482 | 1.1009 | 0.8483 | 0.3069 | 0.8518 |
| 2.8 | 0.5721 | 484 | 1.1001 | 0.8367 | 0.3740 | 0.8424 |
| 2.7328 | 0.5745 | 486 | 1.1007 | 0.8567 | 0.3316 | 0.8593 |
| 2.7328 | 0.5768 | 488 | 1.1007 | 0.86 | 0.3357 | 0.8624 |
| 2.6234 | 0.5792 | 490 | 1.0989 | 0.855 | 0.3051 | 0.8583 |
| 2.6234 | 0.5816 | 492 | 1.0981 | 0.855 | 0.3108 | 0.8601 |
| 2.6234 | 0.5839 | 494 | 1.0972 | 0.8167 | 0.3646 | 0.8292 |
| 2.7547 | 0.5863 | 496 | 1.0964 | 0.8467 | 0.3107 | 0.8547 |
| 2.7547 | 0.5887 | 498 | 1.0956 | 0.8383 | 0.2381 | 0.8393 |
| 2.7563 | 0.5910 | 500 | 1.0960 | 0.8533 | 0.2391 | 0.8566 |
| 2.7563 | 0.5934 | 502 | 1.0956 | 0.8483 | 0.2421 | 0.8560 |
| 2.7563 | 0.5957 | 504 | 1.0954 | 0.8317 | 0.2417 | 0.8411 |
| 2.725 | 0.5981 | 506 | 1.0946 | 0.85 | 0.2150 | 0.8552 |
| 2.725 | 0.6005 | 508 | 1.0940 | 0.875 | 0.2875 | 0.8728 |
| 2.7656 | 0.6028 | 510 | 1.0933 | 0.8683 | 0.2174 | 0.8635 |
| 2.7656 | 0.6052 | 512 | 1.0919 | 0.8733 | 0.2745 | 0.8691 |
| 2.7656 | 0.6076 | 514 | 1.0915 | 0.8583 | 0.3526 | 0.8574 |
| 2.8125 | 0.6099 | 516 | 1.0915 | 0.8683 | 0.3834 | 0.8671 |
| 2.8125 | 0.6123 | 518 | 1.0913 | 0.8683 | 0.3448 | 0.8634 |
| 2.8516 | 0.6147 | 520 | 1.0907 | 0.8667 | 0.3747 | 0.8635 |
| 2.8516 | 0.6170 | 522 | 1.0903 | 0.85 | 0.3650 | 0.8523 |
| 2.8516 | 0.6194 | 524 | 1.0907 | 0.8483 | 0.4239 | 0.8528 |
| 2.8016 | 0.6217 | 526 | 1.0900 | 0.8617 | 0.3686 | 0.8644 |
| 2.8016 | 0.6241 | 528 | 1.0896 | 0.86 | 0.4157 | 0.8616 |
| 2.7594 | 0.6265 | 530 | 1.0880 | 0.865 | 0.4308 | 0.8678 |
| 2.7594 | 0.6288 | 532 | 1.0874 | 0.8667 | 0.4322 | 0.8701 |
| 2.7594 | 0.6312 | 534 | 1.0866 | 0.865 | 0.4315 | 0.8692 |
| 2.7594 | 0.6336 | 536 | 1.0866 | 0.8683 | 0.4394 | 0.8725 |
| 2.7594 | 0.6359 | 538 | 1.0855 | 0.8717 | 0.3476 | 0.8774 |
| 2.6875 | 0.6383 | 540 | 1.0851 | 0.8667 | 0.3488 | 0.8749 |
| 2.6875 | 0.6407 | 542 | 1.0839 | 0.8717 | 0.4280 | 0.8791 |
| 2.6875 | 0.6430 | 544 | 1.0826 | 0.87 | 0.4305 | 0.8794 |
| 2.6406 | 0.6454 | 546 | 1.0829 | 0.8633 | 0.3696 | 0.8714 |
| 2.6406 | 0.6478 | 548 | 1.0837 | 0.865 | 0.4290 | 0.8741 |
| 2.7141 | 0.6501 | 550 | 1.0841 | 0.8233 | 0.4069 | 0.8356 |
| 2.7141 | 0.6525 | 552 | 1.0826 | 0.8617 | 0.4180 | 0.8660 |
| 2.7141 | 0.6548 | 554 | 1.0814 | 0.88 | 0.3112 | 0.8802 |
| 2.7281 | 0.6572 | 556 | 1.0810 | 0.875 | 0.3133 | 0.8738 |
| 2.7281 | 0.6596 | 558 | 1.0816 | 0.875 | 0.3127 | 0.8744 |
| 2.7297 | 0.6619 | 560 | 1.0816 | 0.865 | 0.3327 | 0.8672 |
| 2.7297 | 0.6643 | 562 | 1.0798 | 0.8633 | 0.4073 | 0.8675 |
| 2.7297 | 0.6667 | 564 | 1.0804 | 0.87 | 0.3444 | 0.8741 |
| 2.7469 | 0.6690 | 566 | 1.0800 | 0.865 | 0.3437 | 0.8692 |
| 2.7469 | 0.6714 | 568 | 1.0792 | 0.87 | 0.2288 | 0.8718 |
| 2.7953 | 0.6738 | 570 | 1.0796 | 0.8583 | 0.3327 | 0.8625 |
| 2.7953 | 0.6761 | 572 | 1.0775 | 0.86 | 0.2922 | 0.8627 |
| 2.7953 | 0.6785 | 574 | 1.0775 | 0.86 | 0.2278 | 0.8626 |
| 2.7453 | 0.6809 | 576 | 1.0767 | 0.8717 | 0.2305 | 0.8722 |
| 2.7453 | 0.6832 | 578 | 1.0773 | 0.875 | 0.2309 | 0.8754 |
| 2.7703 | 0.6856 | 580 | 1.0767 | 0.8667 | 0.2271 | 0.8680 |
| 2.7703 | 0.6879 | 582 | 1.0775 | 0.8667 | 0.3379 | 0.8727 |
| 2.7703 | 0.6903 | 584 | 1.0759 | 0.8683 | 0.2921 | 0.8734 |
| 2.8438 | 0.6927 | 586 | 1.0750 | 0.865 | 0.4168 | 0.8719 |
| 2.8438 | 0.6950 | 588 | 1.0757 | 0.8667 | 0.4187 | 0.8737 |
| 2.8 | 0.6974 | 590 | 1.0746 | 0.8717 | 0.3711 | 0.8759 |
| 2.8 | 0.6998 | 592 | 1.0750 | 0.875 | 0.3014 | 0.8780 |
| 2.8 | 0.7021 | 594 | 1.0746 | 0.8617 | 0.2895 | 0.8645 |
| 2.675 | 0.7045 | 596 | 1.0738 | 0.87 | 0.4441 | 0.8712 |
| 2.675 | 0.7069 | 598 | 1.0732 | 0.8683 | 0.4743 | 0.8689 |
| 2.8078 | 0.7092 | 600 | 1.0720 | 0.8767 | 0.4803 | 0.8769 |
| 2.8078 | 0.7116 | 602 | 1.0720 | 0.8767 | 0.4796 | 0.8772 |
| 2.8078 | 0.7139 | 604 | 1.0724 | 0.8767 | 0.4795 | 0.8771 |
| 2.6359 | 0.7163 | 606 | 1.0724 | 0.8717 | 0.4777 | 0.8737 |
| 2.6359 | 0.7187 | 608 | 1.0709 | 0.8567 | 0.5353 | 0.8618 |
| 2.7875 | 0.7210 | 610 | 1.0709 | 0.8617 | 0.5325 | 0.8663 |
| 2.7875 | 0.7234 | 612 | 1.0705 | 0.8483 | 0.5293 | 0.8548 |
| 2.7875 | 0.7258 | 614 | 1.0705 | 0.8417 | 0.4963 | 0.8492 |
| 2.7359 | 0.7281 | 616 | 1.0701 | 0.8617 | 0.5002 | 0.8658 |
| 2.7359 | 0.7305 | 618 | 1.0695 | 0.875 | 0.3665 | 0.8755 |
| 2.6578 | 0.7329 | 620 | 1.0697 | 0.875 | 0.3884 | 0.8733 |
| 2.6578 | 0.7352 | 622 | 1.0691 | 0.8783 | 0.4144 | 0.8765 |
| 2.6578 | 0.7376 | 624 | 1.0693 | 0.8783 | 0.4107 | 0.8785 |
| 2.7406 | 0.7400 | 626 | 1.0687 | 0.875 | 0.4103 | 0.8759 |
| 2.7406 | 0.7423 | 628 | 1.0687 | 0.8667 | 0.4079 | 0.8695 |
| 2.6719 | 0.7447 | 630 | 1.0683 | 0.87 | 0.3835 | 0.8730 |
| 2.6719 | 0.7470 | 632 | 1.0676 | 0.8683 | 0.3840 | 0.8697 |
| 2.6719 | 0.7494 | 634 | 1.0672 | 0.8733 | 0.3079 | 0.8737 |
| 2.5906 | 0.7518 | 636 | 1.0660 | 0.8733 | 0.3076 | 0.8747 |
| 2.5906 | 0.7541 | 638 | 1.0648 | 0.8733 | 0.3076 | 0.8747 |
| 2.6156 | 0.7565 | 640 | 1.0656 | 0.8717 | 0.3131 | 0.8740 |
| 2.6156 | 0.7589 | 642 | 1.0660 | 0.8617 | 0.3630 | 0.8665 |
| 2.6156 | 0.7612 | 644 | 1.0658 | 0.8783 | 0.5018 | 0.8820 |
| 2.6875 | 0.7636 | 646 | 1.0652 | 0.8667 | 0.4980 | 0.8715 |
| 2.6875 | 0.7660 | 648 | 1.0650 | 0.87 | 0.4998 | 0.8739 |
| 2.6938 | 0.7683 | 650 | 1.0646 | 0.8817 | 0.4430 | 0.8827 |
| 2.6938 | 0.7707 | 652 | 1.0635 | 0.88 | 0.4737 | 0.8800 |
| 2.6938 | 0.7730 | 654 | 1.0639 | 0.8783 | 0.4735 | 0.8784 |
| 2.7281 | 0.7754 | 656 | 1.0635 | 0.8833 | 0.5350 | 0.8841 |
| 2.7281 | 0.7778 | 658 | 1.0619 | 0.885 | 0.4727 | 0.8828 |
| 2.6703 | 0.7801 | 660 | 1.0619 | 0.8883 | 0.4745 | 0.8851 |
| 2.6703 | 0.7825 | 662 | 1.0621 | 0.885 | 0.4733 | 0.8821 |
| 2.6703 | 0.7849 | 664 | 1.0623 | 0.8867 | 0.5354 | 0.8861 |
| 2.5938 | 0.7872 | 666 | 1.0621 | 0.88 | 0.5353 | 0.8803 |
| 2.5938 | 0.7896 | 668 | 1.0621 | 0.8783 | 0.5025 | 0.8795 |
| 2.7563 | 0.7920 | 670 | 1.0615 | 0.885 | 0.5032 | 0.8852 |
| 2.7563 | 0.7943 | 672 | 1.0615 | 0.88 | 0.3626 | 0.8796 |
| 2.7563 | 0.7967 | 674 | 1.0613 | 0.8817 | 0.3834 | 0.8805 |
| 2.6984 | 0.7991 | 676 | 1.0613 | 0.885 | 0.3864 | 0.8841 |
| 2.6984 | 0.8014 | 678 | 1.0609 | 0.8833 | 0.3856 | 0.8830 |
| 2.7422 | 0.8038 | 680 | 1.0609 | 0.8733 | 0.3825 | 0.8745 |
| 2.7422 | 0.8061 | 682 | 1.0604 | 0.8733 | 0.3836 | 0.8738 |
| 2.7422 | 0.8085 | 684 | 1.0598 | 0.8733 | 0.3828 | 0.8747 |
| 2.6422 | 0.8109 | 686 | 1.0600 | 0.8717 | 0.3822 | 0.8727 |
| 2.6422 | 0.8132 | 688 | 1.0588 | 0.8733 | 0.3841 | 0.8747 |
| 2.6922 | 0.8156 | 690 | 1.0592 | 0.8717 | 0.3593 | 0.8742 |
| 2.6922 | 0.8180 | 692 | 1.0588 | 0.8767 | 0.3659 | 0.8801 |
| 2.6922 | 0.8203 | 694 | 1.0592 | 0.8783 | 0.4476 | 0.8826 |
| 2.6688 | 0.8227 | 696 | 1.0586 | 0.875 | 0.4472 | 0.8803 |
| 2.6688 | 0.8251 | 698 | 1.0586 | 0.8783 | 0.4476 | 0.8835 |
| 2.6875 | 0.8274 | 700 | 1.0576 | 0.875 | 0.4466 | 0.8807 |
| 2.6875 | 0.8298 | 702 | 1.0580 | 0.875 | 0.4466 | 0.8809 |
| 2.6875 | 0.8322 | 704 | 1.0574 | 0.875 | 0.4489 | 0.8821 |
| 2.6797 | 0.8345 | 706 | 1.0576 | 0.8767 | 0.4461 | 0.8830 |
| 2.6797 | 0.8369 | 708 | 1.0580 | 0.8783 | 0.4477 | 0.8838 |
| 2.5172 | 0.8392 | 710 | 1.0572 | 0.8733 | 0.4464 | 0.8790 |
| 2.5172 | 0.8416 | 712 | 1.0563 | 0.8767 | 0.4460 | 0.8826 |
| 2.5172 | 0.8440 | 714 | 1.0563 | 0.88 | 0.4476 | 0.8863 |
| 2.6531 | 0.8463 | 716 | 1.0559 | 0.8783 | 0.4475 | 0.8833 |
| 2.6531 | 0.8487 | 718 | 1.0563 | 0.8783 | 0.4470 | 0.8835 |
| 2.5344 | 0.8511 | 720 | 1.0563 | 0.88 | 0.4470 | 0.8837 |
| 2.5344 | 0.8534 | 722 | 1.0565 | 0.8833 | 0.4482 | 0.8865 |
| 2.5344 | 0.8558 | 724 | 1.0563 | 0.8833 | 0.4476 | 0.8859 |
| 2.7156 | 0.8582 | 726 | 1.0565 | 0.8883 | 0.4489 | 0.8908 |
| 2.7156 | 0.8605 | 728 | 1.0561 | 0.8817 | 0.4461 | 0.8840 |
| 2.5641 | 0.8629 | 730 | 1.0555 | 0.8817 | 0.4441 | 0.8838 |
| 2.5641 | 0.8652 | 732 | 1.0553 | 0.88 | 0.4439 | 0.8822 |
| 2.5641 | 0.8676 | 734 | 1.0549 | 0.8767 | 0.4444 | 0.8782 |
| 2.6656 | 0.8700 | 736 | 1.0549 | 0.88 | 0.4444 | 0.8818 |
| 2.6656 | 0.8723 | 738 | 1.0549 | 0.88 | 0.4455 | 0.8811 |
| 2.5875 | 0.8747 | 740 | 1.0543 | 0.88 | 0.4444 | 0.8820 |
| 2.5875 | 0.8771 | 742 | 1.0543 | 0.8783 | 0.4434 | 0.8807 |
| 2.5875 | 0.8794 | 744 | 1.0543 | 0.885 | 0.4467 | 0.8855 |
| 2.7297 | 0.8818 | 746 | 1.0543 | 0.8783 | 0.4458 | 0.8790 |
| 2.7297 | 0.8842 | 748 | 1.0543 | 0.8833 | 0.4477 | 0.8847 |
| 2.6109 | 0.8865 | 750 | 1.0543 | 0.8833 | 0.4464 | 0.8839 |
| 2.6109 | 0.8889 | 752 | 1.0543 | 0.885 | 0.4461 | 0.8877 |
| 2.6109 | 0.8913 | 754 | 1.0543 | 0.885 | 0.4474 | 0.8869 |
| 2.65 | 0.8936 | 756 | 1.0543 | 0.8783 | 0.4399 | 0.8820 |
| 2.65 | 0.8960 | 758 | 1.0543 | 0.875 | 0.4421 | 0.8787 |
| 2.6984 | 0.8983 | 760 | 1.0539 | 0.8767 | 0.4428 | 0.8797 |
| 2.6984 | 0.9007 | 762 | 1.0535 | 0.8767 | 0.4414 | 0.8804 |
| 2.6984 | 0.9031 | 764 | 1.0539 | 0.8767 | 0.4428 | 0.8797 |
| 2.7406 | 0.9054 | 766 | 1.0535 | 0.8767 | 0.4423 | 0.8803 |
| 2.7406 | 0.9078 | 768 | 1.0539 | 0.8733 | 0.4418 | 0.8771 |
| 2.6859 | 0.9102 | 770 | 1.0539 | 0.8783 | 0.4413 | 0.8814 |
| 2.6859 | 0.9125 | 772 | 1.0535 | 0.8733 | 0.4433 | 0.8768 |
| 2.6859 | 0.9149 | 774 | 1.0539 | 0.8733 | 0.4407 | 0.8769 |
| 2.5891 | 0.9173 | 776 | 1.0539 | 0.8783 | 0.4447 | 0.8801 |
| 2.5891 | 0.9196 | 778 | 1.0535 | 0.8783 | 0.4448 | 0.8817 |
| 2.7844 | 0.9220 | 780 | 1.0539 | 0.8717 | 0.4395 | 0.8761 |
| 2.7844 | 0.9243 | 782 | 1.0535 | 0.8767 | 0.4435 | 0.8792 |
| 2.7844 | 0.9267 | 784 | 1.0535 | 0.875 | 0.4426 | 0.8779 |
| 2.6375 | 0.9291 | 786 | 1.0535 | 0.8767 | 0.4432 | 0.8789 |
| 2.6375 | 0.9314 | 788 | 1.0530 | 0.8783 | 0.4429 | 0.8809 |
| 2.7188 | 0.9338 | 790 | 1.0535 | 0.8767 | 0.4439 | 0.8785 |
| 2.7188 | 0.9362 | 792 | 1.0535 | 0.8767 | 0.4406 | 0.8802 |
| 2.7188 | 0.9385 | 794 | 1.0530 | 0.88 | 0.4444 | 0.8818 |
| 2.6203 | 0.9409 | 796 | 1.0535 | 0.8817 | 0.4450 | 0.8828 |
| 2.6203 | 0.9433 | 798 | 1.0535 | 0.8783 | 0.4434 | 0.8802 |
| 2.6313 | 0.9456 | 800 | 1.0530 | 0.8817 | 0.4438 | 0.8836 |
| 2.6313 | 0.9480 | 802 | 1.0530 | 0.8767 | 0.4424 | 0.8789 |
| 2.6313 | 0.9504 | 804 | 1.0526 | 0.8817 | 0.4450 | 0.8828 |
| 2.7656 | 0.9527 | 806 | 1.0530 | 0.875 | 0.4403 | 0.8783 |
| 2.7656 | 0.9551 | 808 | 1.0535 | 0.88 | 0.4436 | 0.8818 |
| 2.7047 | 0.9574 | 810 | 1.0530 | 0.8817 | 0.4450 | 0.8827 |
| 2.7047 | 0.9598 | 812 | 1.0522 | 0.8783 | 0.4434 | 0.8803 |
| 2.7047 | 0.9622 | 814 | 1.0530 | 0.8817 | 0.4456 | 0.8825 |
| 2.7062 | 0.9645 | 816 | 1.0526 | 0.8783 | 0.4421 | 0.8810 |
| 2.7062 | 0.9669 | 818 | 1.0530 | 0.88 | 0.4448 | 0.8811 |
| 2.6453 | 0.9693 | 820 | 1.0526 | 0.8833 | 0.4458 | 0.8842 |
| 2.6453 | 0.9716 | 822 | 1.0526 | 0.875 | 0.4436 | 0.8767 |
| 2.6453 | 0.9740 | 824 | 1.0530 | 0.88 | 0.4436 | 0.8821 |
| 2.6234 | 0.9764 | 826 | 1.0526 | 0.8767 | 0.4432 | 0.8787 |
| 2.6234 | 0.9787 | 828 | 1.0526 | 0.8833 | 0.4479 | 0.8844 |
| 2.6562 | 0.9811 | 830 | 1.0526 | 0.88 | 0.4449 | 0.8814 |
| 2.6562 | 0.9835 | 832 | 1.0526 | 0.8783 | 0.4451 | 0.8793 |
| 2.6562 | 0.9858 | 834 | 1.0526 | 0.88 | 0.4449 | 0.8814 |
| 2.7266 | 0.9882 | 836 | 1.0522 | 0.88 | 0.4436 | 0.8821 |
| 2.7266 | 0.9905 | 838 | 1.0530 | 0.875 | 0.4424 | 0.8774 |
| 2.7297 | 0.9929 | 840 | 1.0522 | 0.8783 | 0.4434 | 0.8805 |
| 2.7297 | 0.9953 | 842 | 1.0530 | 0.8783 | 0.4442 | 0.8802 |
| 2.7297 | 0.9976 | 844 | 1.0526 | 0.8783 | 0.4434 | 0.8803 |
| 2.4734 | 1.0 | 846 | 1.0526 | 0.8817 | 0.4451 | 0.8830 |
Framework versions
- PEFT 0.18.1
- Transformers 4.51.0
- Pytorch 2.8.0+cu128
- Datasets 3.6.0
- Tokenizers 0.21.0
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