crfTaskunsup-Llama-3.2-1B-Instruct-only_mask_w_item
This model is a fine-tuned version of ferrazzipietro/unsup-Llama-3.2-1B-Instruct-only_mask_w_item on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1071
- F1 Micro: 0.8088
- F1 Macro: 0.1816
- F1 Weighted: 0.8137
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: 64
- eval_batch_size: 64
- seed: 42
- distributed_type: multi-GPU
- 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 |
|---|---|---|---|---|---|---|
| 4.0625 | 0.0024 | 2 | 4.4219 | 0.0 | 0.0 | 0.0 |
| 4.0625 | 0.0047 | 4 | 4.4219 | 0.0 | 0.0 | 0.0 |
| 4.2031 | 0.0071 | 6 | 4.4219 | 0.0 | 0.0 | 0.0 |
| 4.2031 | 0.0095 | 8 | 4.4187 | 0.0 | 0.0 | 0.0 |
| 4.1813 | 0.0118 | 10 | 4.4094 | 0.0 | 0.0 | 0.0 |
| 4.1813 | 0.0142 | 12 | 4.3969 | 0.0 | 0.0 | 0.0 |
| 4.1813 | 0.0165 | 14 | 4.375 | 0.0 | 0.0 | 0.0 |
| 4.1 | 0.0189 | 16 | 4.3313 | 0.0 | 0.0 | 0.0 |
| 4.1 | 0.0213 | 18 | 4.2781 | 0.0 | 0.0 | 0.0 |
| 4.0375 | 0.0236 | 20 | 4.2156 | 0.0 | 0.0 | 0.0 |
| 4.0375 | 0.0260 | 22 | 4.1562 | 0.0 | 0.0 | 0.0 |
| 4.0375 | 0.0284 | 24 | 4.0750 | 0.0 | 0.0 | 0.0 |
| 3.8875 | 0.0307 | 26 | 3.9656 | 0.0 | 0.0 | 0.0 |
| 3.8875 | 0.0331 | 28 | 3.8531 | 0.0 | 0.0 | 0.0 |
| 3.7219 | 0.0355 | 30 | 3.7391 | 0.0 | 0.0 | 0.0 |
| 3.7219 | 0.0378 | 32 | 3.6000 | 0.0 | 0.0 | 0.0 |
| 3.7219 | 0.0402 | 34 | 3.4734 | 0.0 | 0.0 | 0.0 |
| 3.5125 | 0.0426 | 36 | 3.3344 | 0.0 | 0.0 | 0.0 |
| 3.5125 | 0.0449 | 38 | 3.1844 | 0.0 | 0.0 | 0.0 |
| 3.1875 | 0.0473 | 40 | 3.0187 | 0.0 | 0.0 | 0.0 |
| 3.1875 | 0.0496 | 42 | 2.8563 | 0.0 | 0.0 | 0.0 |
| 3.1875 | 0.0520 | 44 | 2.7016 | 0.0 | 0.0 | 0.0 |
| 2.9156 | 0.0544 | 46 | 2.5500 | 0.0 | 0.0 | 0.0 |
| 2.9156 | 0.0567 | 48 | 2.3891 | 0.0 | 0.0 | 0.0 |
| 2.675 | 0.0591 | 50 | 2.2359 | 0.0 | 0.0 | 0.0 |
| 2.675 | 0.0615 | 52 | 2.0734 | 0.0 | 0.0 | 0.0 |
| 2.675 | 0.0638 | 54 | 1.9680 | 0.215 | 0.0020 | 0.2818 |
| 2.3094 | 0.0662 | 56 | 1.8914 | 0.5217 | 0.0237 | 0.5179 |
| 2.3094 | 0.0686 | 58 | 1.8438 | 0.545 | 0.0311 | 0.5233 |
| 2.2188 | 0.0709 | 60 | 1.8039 | 0.5617 | 0.0352 | 0.5152 |
| 2.2188 | 0.0733 | 62 | 1.7664 | 0.5517 | 0.0439 | 0.5219 |
| 2.2188 | 0.0757 | 64 | 1.7344 | 0.59 | 0.0535 | 0.5382 |
| 2.1406 | 0.0780 | 66 | 1.7016 | 0.5933 | 0.0583 | 0.5531 |
| 2.1406 | 0.0804 | 68 | 1.6719 | 0.5867 | 0.0626 | 0.5666 |
| 2.0625 | 0.0827 | 70 | 1.6469 | 0.5983 | 0.0532 | 0.5418 |
| 2.0625 | 0.0851 | 72 | 1.6297 | 0.6067 | 0.0896 | 0.5935 |
| 2.0625 | 0.0875 | 74 | 1.6125 | 0.555 | 0.1247 | 0.5593 |
| 1.9625 | 0.0898 | 76 | 1.5906 | 0.6117 | 0.1005 | 0.5325 |
| 1.9625 | 0.0922 | 78 | 1.5734 | 0.5783 | 0.1120 | 0.5712 |
| 1.9281 | 0.0946 | 80 | 1.5586 | 0.6233 | 0.0769 | 0.5503 |
| 1.9281 | 0.0969 | 82 | 1.5469 | 0.6617 | 0.0694 | 0.6354 |
| 1.9281 | 0.0993 | 84 | 1.5383 | 0.6417 | 0.0581 | 0.5845 |
| 1.8938 | 0.1017 | 86 | 1.5273 | 0.655 | 0.0954 | 0.6505 |
| 1.8938 | 0.1040 | 88 | 1.5148 | 0.6783 | 0.1377 | 0.6800 |
| 1.9078 | 0.1064 | 90 | 1.5063 | 0.7233 | 0.1395 | 0.7171 |
| 1.9078 | 0.1087 | 92 | 1.4961 | 0.7117 | 0.1487 | 0.7139 |
| 1.9078 | 0.1111 | 94 | 1.4867 | 0.7183 | 0.1611 | 0.7249 |
| 1.8297 | 0.1135 | 96 | 1.4789 | 0.685 | 0.1515 | 0.6924 |
| 1.8297 | 0.1158 | 98 | 1.4711 | 0.6833 | 0.1244 | 0.6337 |
| 1.8188 | 0.1182 | 100 | 1.4625 | 0.555 | 0.1118 | 0.5319 |
| 1.8188 | 0.1206 | 102 | 1.4539 | 0.595 | 0.0819 | 0.4878 |
| 1.8188 | 0.1229 | 104 | 1.4453 | 0.6367 | 0.1241 | 0.6269 |
| 1.8359 | 0.1253 | 106 | 1.4383 | 0.745 | 0.1504 | 0.7305 |
| 1.8359 | 0.1277 | 108 | 1.4289 | 0.75 | 0.1660 | 0.7506 |
| 1.8578 | 0.1300 | 110 | 1.4219 | 0.73 | 0.2003 | 0.7408 |
| 1.8578 | 0.1324 | 112 | 1.4141 | 0.755 | 0.1278 | 0.7264 |
| 1.8578 | 0.1348 | 114 | 1.4039 | 0.7733 | 0.1380 | 0.7477 |
| 1.8281 | 0.1371 | 116 | 1.3961 | 0.6083 | 0.1227 | 0.5964 |
| 1.8281 | 0.1395 | 118 | 1.3891 | 0.7683 | 0.1372 | 0.7422 |
| 1.7516 | 0.1418 | 120 | 1.3828 | 0.785 | 0.1564 | 0.7798 |
| 1.7516 | 0.1442 | 122 | 1.3758 | 0.665 | 0.1466 | 0.6595 |
| 1.7516 | 0.1466 | 124 | 1.3727 | 0.575 | 0.0441 | 0.4349 |
| 1.7781 | 0.1489 | 126 | 1.3656 | 0.5583 | 0.2020 | 0.5434 |
| 1.7781 | 0.1513 | 128 | 1.3609 | 0.7683 | 0.2439 | 0.7727 |
| 1.7531 | 0.1537 | 130 | 1.3563 | 0.7633 | 0.2360 | 0.7595 |
| 1.7531 | 0.1560 | 132 | 1.3539 | 0.7733 | 0.2414 | 0.7701 |
| 1.7531 | 0.1584 | 134 | 1.3500 | 0.775 | 0.2307 | 0.7567 |
| 1.8156 | 0.1608 | 136 | 1.3477 | 0.6033 | 0.1889 | 0.5997 |
| 1.8156 | 0.1631 | 138 | 1.3430 | 0.7767 | 0.2241 | 0.7729 |
| 1.7109 | 0.1655 | 140 | 1.3398 | 0.7633 | 0.2300 | 0.7663 |
| 1.7109 | 0.1678 | 142 | 1.3367 | 0.79 | 0.1430 | 0.7772 |
| 1.7109 | 0.1702 | 144 | 1.3344 | 0.79 | 0.1459 | 0.7768 |
| 1.6938 | 0.1726 | 146 | 1.3305 | 0.7767 | 0.2409 | 0.7746 |
| 1.6938 | 0.1749 | 148 | 1.3289 | 0.7717 | 0.1690 | 0.7694 |
| 1.7172 | 0.1773 | 150 | 1.3250 | 0.7717 | 0.1686 | 0.7536 |
| 1.7172 | 0.1797 | 152 | 1.3203 | 0.785 | 0.1761 | 0.7872 |
| 1.7172 | 0.1820 | 154 | 1.3180 | 0.7533 | 0.1705 | 0.7548 |
| 1.7391 | 0.1844 | 156 | 1.3164 | 0.8017 | 0.1350 | 0.7806 |
| 1.7391 | 0.1868 | 158 | 1.3117 | 0.7433 | 0.2135 | 0.7428 |
| 1.6734 | 0.1891 | 160 | 1.3117 | 0.7783 | 0.1345 | 0.7539 |
| 1.6734 | 0.1915 | 162 | 1.3078 | 0.735 | 0.2393 | 0.7342 |
| 1.6734 | 0.1939 | 164 | 1.3062 | 0.8 | 0.2555 | 0.7899 |
| 1.6938 | 0.1962 | 166 | 1.3047 | 0.7567 | 0.2468 | 0.7516 |
| 1.6938 | 0.1986 | 168 | 1.3016 | 0.815 | 0.1964 | 0.8086 |
| 1.7047 | 0.2009 | 170 | 1.2992 | 0.7167 | 0.1982 | 0.7149 |
| 1.7047 | 0.2033 | 172 | 1.2992 | 0.7417 | 0.1340 | 0.7061 |
| 1.7047 | 0.2057 | 174 | 1.2930 | 0.6567 | 0.2484 | 0.6674 |
| 1.6547 | 0.2080 | 176 | 1.2922 | 0.7167 | 0.1438 | 0.6815 |
| 1.6547 | 0.2104 | 178 | 1.2930 | 0.6317 | 0.2850 | 0.6311 |
| 1.6391 | 0.2128 | 180 | 1.2898 | 0.745 | 0.2904 | 0.7302 |
| 1.6391 | 0.2151 | 182 | 1.2867 | 0.7883 | 0.2566 | 0.7856 |
| 1.6391 | 0.2175 | 184 | 1.2859 | 0.6333 | 0.2625 | 0.6366 |
| 1.6703 | 0.2199 | 186 | 1.2828 | 0.7083 | 0.1327 | 0.6650 |
| 1.6703 | 0.2222 | 188 | 1.2805 | 0.8033 | 0.2806 | 0.8019 |
| 1.6969 | 0.2246 | 190 | 1.2797 | 0.7633 | 0.2570 | 0.7690 |
| 1.6969 | 0.2270 | 192 | 1.2750 | 0.7933 | 0.2102 | 0.7792 |
| 1.6969 | 0.2293 | 194 | 1.2734 | 0.7617 | 0.1404 | 0.7520 |
| 1.6781 | 0.2317 | 196 | 1.2727 | 0.795 | 0.2099 | 0.7899 |
| 1.6781 | 0.2340 | 198 | 1.2711 | 0.7817 | 0.2124 | 0.7845 |
| 1.7109 | 0.2364 | 200 | 1.2680 | 0.7933 | 0.1541 | 0.7776 |
| 1.7109 | 0.2388 | 202 | 1.2672 | 0.7667 | 0.2424 | 0.7703 |
| 1.7109 | 0.2411 | 204 | 1.2656 | 0.7567 | 0.2193 | 0.7555 |
| 1.7016 | 0.2435 | 206 | 1.2609 | 0.7467 | 0.1854 | 0.7232 |
| 1.7016 | 0.2459 | 208 | 1.2609 | 0.79 | 0.2268 | 0.7862 |
| 1.6125 | 0.2482 | 210 | 1.2602 | 0.7767 | 0.1443 | 0.7609 |
| 1.6125 | 0.2506 | 212 | 1.2570 | 0.7717 | 0.2718 | 0.7803 |
| 1.6125 | 0.2530 | 214 | 1.2578 | 0.7883 | 0.2377 | 0.7852 |
| 1.6141 | 0.2553 | 216 | 1.2563 | 0.795 | 0.1889 | 0.7777 |
| 1.6141 | 0.2577 | 218 | 1.2547 | 0.6417 | 0.2363 | 0.6389 |
| 1.6016 | 0.2600 | 220 | 1.2539 | 0.655 | 0.1599 | 0.5769 |
| 1.6016 | 0.2624 | 222 | 1.2516 | 0.7667 | 0.2007 | 0.7768 |
| 1.6016 | 0.2648 | 224 | 1.2508 | 0.8033 | 0.2108 | 0.7953 |
| 1.6375 | 0.2671 | 226 | 1.2484 | 0.7783 | 0.2032 | 0.7788 |
| 1.6375 | 0.2695 | 228 | 1.2469 | 0.7817 | 0.3190 | 0.7850 |
| 1.5656 | 0.2719 | 230 | 1.2461 | 0.8017 | 0.1522 | 0.7881 |
| 1.5656 | 0.2742 | 232 | 1.2422 | 0.7833 | 0.2317 | 0.7595 |
| 1.5656 | 0.2766 | 234 | 1.2414 | 0.71 | 0.3450 | 0.7097 |
| 1.6172 | 0.2790 | 236 | 1.2414 | 0.785 | 0.2833 | 0.7758 |
| 1.6172 | 0.2813 | 238 | 1.2406 | 0.785 | 0.2899 | 0.7878 |
| 1.6422 | 0.2837 | 240 | 1.2383 | 0.67 | 0.2607 | 0.6872 |
| 1.6422 | 0.2861 | 242 | 1.2375 | 0.7833 | 0.2525 | 0.7692 |
| 1.6422 | 0.2884 | 244 | 1.2352 | 0.7933 | 0.1884 | 0.7836 |
| 1.5813 | 0.2908 | 246 | 1.2328 | 0.7283 | 0.1943 | 0.7334 |
| 1.5813 | 0.2931 | 248 | 1.2305 | 0.7583 | 0.2272 | 0.7625 |
| 1.6313 | 0.2955 | 250 | 1.2297 | 0.7683 | 0.1884 | 0.7584 |
| 1.6313 | 0.2979 | 252 | 1.2297 | 0.8133 | 0.1967 | 0.8082 |
| 1.6313 | 0.3002 | 254 | 1.2242 | 0.7183 | 0.1724 | 0.7205 |
| 1.6266 | 0.3026 | 256 | 1.2234 | 0.7783 | 0.1739 | 0.7579 |
| 1.6266 | 0.3050 | 258 | 1.2242 | 0.8133 | 0.1880 | 0.8020 |
| 1.6109 | 0.3073 | 260 | 1.2227 | 0.6933 | 0.2810 | 0.7028 |
| 1.6109 | 0.3097 | 262 | 1.2211 | 0.7733 | 0.2488 | 0.7673 |
| 1.6109 | 0.3121 | 264 | 1.2188 | 0.7983 | 0.1960 | 0.7909 |
| 1.6438 | 0.3144 | 266 | 1.2195 | 0.73 | 0.2530 | 0.7280 |
| 1.6438 | 0.3168 | 268 | 1.2195 | 0.79 | 0.1954 | 0.7726 |
| 1.6016 | 0.3191 | 270 | 1.2180 | 0.7233 | 0.1811 | 0.6812 |
| 1.6016 | 0.3215 | 272 | 1.2164 | 0.68 | 0.3456 | 0.6998 |
| 1.6016 | 0.3239 | 274 | 1.2156 | 0.7967 | 0.1848 | 0.7887 |
| 1.5859 | 0.3262 | 276 | 1.2133 | 0.8033 | 0.1411 | 0.7903 |
| 1.5859 | 0.3286 | 278 | 1.2133 | 0.695 | 0.3285 | 0.6915 |
| 1.6016 | 0.3310 | 280 | 1.2125 | 0.8017 | 0.1566 | 0.7907 |
| 1.6016 | 0.3333 | 282 | 1.2117 | 0.7733 | 0.2167 | 0.7529 |
| 1.6016 | 0.3357 | 284 | 1.2086 | 0.765 | 0.4120 | 0.7887 |
| 1.5984 | 0.3381 | 286 | 1.2086 | 0.765 | 0.3582 | 0.7688 |
| 1.5984 | 0.3404 | 288 | 1.2078 | 0.7467 | 0.1502 | 0.7225 |
| 1.6234 | 0.3428 | 290 | 1.2055 | 0.81 | 0.2482 | 0.8018 |
| 1.6234 | 0.3452 | 292 | 1.2062 | 0.7233 | 0.3071 | 0.7281 |
| 1.6234 | 0.3475 | 294 | 1.2047 | 0.8017 | 0.3260 | 0.7969 |
| 1.5781 | 0.3499 | 296 | 1.2023 | 0.755 | 0.2355 | 0.7261 |
| 1.5781 | 0.3522 | 298 | 1.2016 | 0.7367 | 0.3089 | 0.7440 |
| 1.5797 | 0.3546 | 300 | 1.2008 | 0.8083 | 0.2862 | 0.8017 |
| 1.5797 | 0.3570 | 302 | 1.2016 | 0.8033 | 0.2694 | 0.7933 |
| 1.5797 | 0.3593 | 304 | 1.1992 | 0.7917 | 0.3139 | 0.7955 |
| 1.5906 | 0.3617 | 306 | 1.1992 | 0.8183 | 0.3369 | 0.8181 |
| 1.5906 | 0.3641 | 308 | 1.1969 | 0.7783 | 0.3037 | 0.7668 |
| 1.5672 | 0.3664 | 310 | 1.1961 | 0.7683 | 0.2906 | 0.7641 |
| 1.5672 | 0.3688 | 312 | 1.1938 | 0.7883 | 0.3053 | 0.7940 |
| 1.5672 | 0.3712 | 314 | 1.1930 | 0.7917 | 0.3297 | 0.7997 |
| 1.6141 | 0.3735 | 316 | 1.1961 | 0.8083 | 0.2713 | 0.8099 |
| 1.6141 | 0.3759 | 318 | 1.1938 | 0.8233 | 0.2748 | 0.8227 |
| 1.5906 | 0.3783 | 320 | 1.1922 | 0.8317 | 0.2082 | 0.8245 |
| 1.5906 | 0.3806 | 322 | 1.1914 | 0.8233 | 0.2038 | 0.8155 |
| 1.5906 | 0.3830 | 324 | 1.1891 | 0.8033 | 0.2153 | 0.7944 |
| 1.55 | 0.3853 | 326 | 1.1891 | 0.82 | 0.2793 | 0.8169 |
| 1.55 | 0.3877 | 328 | 1.1875 | 0.825 | 0.2660 | 0.8264 |
| 1.5469 | 0.3901 | 330 | 1.1852 | 0.81 | 0.2145 | 0.8018 |
| 1.5469 | 0.3924 | 332 | 1.1828 | 0.83 | 0.2027 | 0.8270 |
| 1.5469 | 0.3948 | 334 | 1.1844 | 0.7633 | 0.3014 | 0.7728 |
| 1.6141 | 0.3972 | 336 | 1.1836 | 0.81 | 0.2604 | 0.8080 |
| 1.6141 | 0.3995 | 338 | 1.1820 | 0.8133 | 0.2709 | 0.8007 |
| 1.5203 | 0.4019 | 340 | 1.1812 | 0.815 | 0.2598 | 0.8145 |
| 1.5203 | 0.4043 | 342 | 1.1812 | 0.8267 | 0.2826 | 0.8250 |
| 1.5203 | 0.4066 | 344 | 1.1805 | 0.8217 | 0.2079 | 0.8132 |
| 1.5266 | 0.4090 | 346 | 1.1797 | 0.8383 | 0.2873 | 0.8348 |
| 1.5266 | 0.4113 | 348 | 1.1789 | 0.8283 | 0.2827 | 0.8247 |
| 1.5266 | 0.4137 | 350 | 1.1773 | 0.8217 | 0.3344 | 0.8277 |
| 1.5266 | 0.4161 | 352 | 1.1773 | 0.785 | 0.3459 | 0.7912 |
| 1.5266 | 0.4184 | 354 | 1.1766 | 0.78 | 0.2555 | 0.7662 |
| 1.5328 | 0.4208 | 356 | 1.1750 | 0.8267 | 0.3644 | 0.8345 |
| 1.5328 | 0.4232 | 358 | 1.1750 | 0.7833 | 0.3120 | 0.7908 |
| 1.575 | 0.4255 | 360 | 1.1734 | 0.8117 | 0.3331 | 0.8031 |
| 1.575 | 0.4279 | 362 | 1.1727 | 0.8133 | 0.2241 | 0.8033 |
| 1.575 | 0.4303 | 364 | 1.1734 | 0.81 | 0.2562 | 0.8094 |
| 1.4875 | 0.4326 | 366 | 1.1688 | 0.83 | 0.2568 | 0.8244 |
| 1.4875 | 0.4350 | 368 | 1.1703 | 0.8217 | 0.3187 | 0.8098 |
| 1.525 | 0.4374 | 370 | 1.1688 | 0.8083 | 0.2963 | 0.7933 |
| 1.525 | 0.4397 | 372 | 1.1680 | 0.81 | 0.3018 | 0.8135 |
| 1.525 | 0.4421 | 374 | 1.1680 | 0.82 | 0.3387 | 0.8255 |
| 1.5516 | 0.4444 | 376 | 1.1664 | 0.8217 | 0.1933 | 0.8165 |
| 1.5516 | 0.4468 | 378 | 1.1672 | 0.8283 | 0.1970 | 0.8248 |
| 1.5531 | 0.4492 | 380 | 1.1641 | 0.79 | 0.2042 | 0.7897 |
| 1.5531 | 0.4515 | 382 | 1.1641 | 0.825 | 0.2098 | 0.8241 |
| 1.5531 | 0.4539 | 384 | 1.1695 | 0.8033 | 0.2064 | 0.7960 |
| 1.5219 | 0.4563 | 386 | 1.1648 | 0.81 | 0.2080 | 0.8061 |
| 1.5219 | 0.4586 | 388 | 1.1641 | 0.775 | 0.1898 | 0.7812 |
| 1.5297 | 0.4610 | 390 | 1.1641 | 0.8317 | 0.2024 | 0.8296 |
| 1.5297 | 0.4634 | 392 | 1.1641 | 0.8183 | 0.2043 | 0.8105 |
| 1.5297 | 0.4657 | 394 | 1.1586 | 0.8267 | 0.3433 | 0.8242 |
| 1.5969 | 0.4681 | 396 | 1.1609 | 0.8333 | 0.4108 | 0.8347 |
| 1.5969 | 0.4704 | 398 | 1.1578 | 0.81 | 0.3430 | 0.8129 |
| 1.5031 | 0.4728 | 400 | 1.1562 | 0.8367 | 0.3295 | 0.8393 |
| 1.5031 | 0.4752 | 402 | 1.1562 | 0.8283 | 0.3088 | 0.8270 |
| 1.5031 | 0.4775 | 404 | 1.1562 | 0.8083 | 0.3038 | 0.8038 |
| 1.5 | 0.4799 | 406 | 1.1570 | 0.825 | 0.3134 | 0.8243 |
| 1.5 | 0.4823 | 408 | 1.1547 | 0.8367 | 0.3398 | 0.8327 |
| 1.5422 | 0.4846 | 410 | 1.1531 | 0.825 | 0.2037 | 0.8148 |
| 1.5422 | 0.4870 | 412 | 1.1508 | 0.83 | 0.2854 | 0.8247 |
| 1.5422 | 0.4894 | 414 | 1.1508 | 0.825 | 0.2823 | 0.8234 |
| 1.4641 | 0.4917 | 416 | 1.1508 | 0.8317 | 0.2161 | 0.8267 |
| 1.4641 | 0.4941 | 418 | 1.1500 | 0.845 | 0.2075 | 0.8378 |
| 1.4672 | 0.4965 | 420 | 1.1484 | 0.8383 | 0.2161 | 0.8315 |
| 1.4672 | 0.4988 | 422 | 1.1477 | 0.8317 | 0.2088 | 0.8311 |
| 1.4672 | 0.5012 | 424 | 1.1484 | 0.8433 | 0.2114 | 0.8379 |
| 1.4906 | 0.5035 | 426 | 1.1469 | 0.8383 | 0.2087 | 0.8336 |
| 1.4906 | 0.5059 | 428 | 1.1453 | 0.8367 | 0.3427 | 0.8340 |
| 1.4312 | 0.5083 | 430 | 1.1445 | 0.835 | 0.3644 | 0.8369 |
| 1.4312 | 0.5106 | 432 | 1.1430 | 0.8183 | 0.3586 | 0.8102 |
| 1.4312 | 0.5130 | 434 | 1.1437 | 0.8083 | 0.3457 | 0.7944 |
| 1.5156 | 0.5154 | 436 | 1.1430 | 0.8167 | 0.3230 | 0.8139 |
| 1.5156 | 0.5177 | 438 | 1.1437 | 0.8133 | 0.3397 | 0.8086 |
| 1.4047 | 0.5201 | 440 | 1.1406 | 0.7967 | 0.2871 | 0.7916 |
| 1.4047 | 0.5225 | 442 | 1.1414 | 0.8167 | 0.3462 | 0.8261 |
| 1.4047 | 0.5248 | 444 | 1.1391 | 0.8517 | 0.2971 | 0.8491 |
| 1.4656 | 0.5272 | 446 | 1.1383 | 0.8233 | 0.1707 | 0.8140 |
| 1.4656 | 0.5296 | 448 | 1.1367 | 0.8433 | 0.1737 | 0.8364 |
| 1.5188 | 0.5319 | 450 | 1.1367 | 0.8033 | 0.2754 | 0.8022 |
| 1.5188 | 0.5343 | 452 | 1.1359 | 0.8333 | 0.2406 | 0.8288 |
| 1.5188 | 0.5366 | 454 | 1.1359 | 0.775 | 0.1614 | 0.7594 |
| 1.5344 | 0.5390 | 456 | 1.1359 | 0.7933 | 0.1876 | 0.7907 |
| 1.5344 | 0.5414 | 458 | 1.1344 | 0.8217 | 0.3349 | 0.8316 |
| 1.4844 | 0.5437 | 460 | 1.1336 | 0.8233 | 0.2427 | 0.8314 |
| 1.4844 | 0.5461 | 462 | 1.1328 | 0.8417 | 0.2286 | 0.8409 |
| 1.4844 | 0.5485 | 464 | 1.1305 | 0.84 | 0.2080 | 0.8339 |
| 1.4422 | 0.5508 | 466 | 1.1305 | 0.8083 | 0.2631 | 0.8099 |
| 1.4422 | 0.5532 | 468 | 1.1305 | 0.8367 | 0.2677 | 0.8370 |
| 1.4281 | 0.5556 | 470 | 1.1289 | 0.8267 | 0.2807 | 0.8205 |
| 1.4281 | 0.5579 | 472 | 1.1281 | 0.8333 | 0.2121 | 0.8285 |
| 1.4281 | 0.5603 | 474 | 1.1289 | 0.8233 | 0.3411 | 0.8272 |
| 1.4672 | 0.5626 | 476 | 1.1297 | 0.8367 | 0.3335 | 0.8399 |
| 1.4672 | 0.5650 | 478 | 1.1281 | 0.82 | 0.2534 | 0.8165 |
| 1.475 | 0.5674 | 480 | 1.1289 | 0.8317 | 0.2345 | 0.8301 |
| 1.475 | 0.5697 | 482 | 1.1266 | 0.8167 | 0.2799 | 0.8214 |
| 1.475 | 0.5721 | 484 | 1.125 | 0.8217 | 0.3122 | 0.8221 |
| 1.4969 | 0.5745 | 486 | 1.1258 | 0.8483 | 0.2813 | 0.8427 |
| 1.4969 | 0.5768 | 488 | 1.1266 | 0.8467 | 0.2720 | 0.8390 |
| 1.5344 | 0.5792 | 490 | 1.125 | 0.8167 | 0.2587 | 0.8168 |
| 1.5344 | 0.5816 | 492 | 1.1242 | 0.8433 | 0.2700 | 0.8392 |
| 1.5344 | 0.5839 | 494 | 1.1234 | 0.8283 | 0.2950 | 0.8177 |
| 1.4859 | 0.5863 | 496 | 1.1227 | 0.84 | 0.2910 | 0.8391 |
| 1.4859 | 0.5887 | 498 | 1.1219 | 0.82 | 0.4235 | 0.8233 |
| 1.4719 | 0.5910 | 500 | 1.1219 | 0.8317 | 0.2951 | 0.8335 |
| 1.4719 | 0.5934 | 502 | 1.1219 | 0.8283 | 0.2417 | 0.8217 |
| 1.4719 | 0.5957 | 504 | 1.1195 | 0.7817 | 0.1851 | 0.7684 |
| 1.4609 | 0.5981 | 506 | 1.1187 | 0.825 | 0.3806 | 0.8258 |
| 1.4609 | 0.6005 | 508 | 1.1180 | 0.81 | 0.4153 | 0.8213 |
| 1.4625 | 0.6028 | 510 | 1.1172 | 0.83 | 0.3509 | 0.8387 |
| 1.4625 | 0.6052 | 512 | 1.1172 | 0.7933 | 0.2193 | 0.7804 |
| 1.4625 | 0.6076 | 514 | 1.1164 | 0.825 | 0.3029 | 0.8207 |
| 1.4281 | 0.6099 | 516 | 1.1141 | 0.835 | 0.3344 | 0.8379 |
| 1.4281 | 0.6123 | 518 | 1.1141 | 0.8283 | 0.4095 | 0.8313 |
| 1.4688 | 0.6147 | 520 | 1.1172 | 0.83 | 0.4038 | 0.8302 |
| 1.4688 | 0.6170 | 522 | 1.1141 | 0.8583 | 0.2886 | 0.8497 |
| 1.4688 | 0.6194 | 524 | 1.1148 | 0.845 | 0.2803 | 0.8368 |
| 1.4906 | 0.6217 | 526 | 1.1141 | 0.845 | 0.2849 | 0.8407 |
| 1.4906 | 0.6241 | 528 | 1.1125 | 0.825 | 0.3944 | 0.8329 |
| 1.4703 | 0.6265 | 530 | 1.1125 | 0.8 | 0.3843 | 0.8150 |
| 1.4703 | 0.6288 | 532 | 1.1117 | 0.8533 | 0.3486 | 0.8550 |
| 1.4703 | 0.6312 | 534 | 1.1117 | 0.81 | 0.2417 | 0.8024 |
| 1.4375 | 0.6336 | 536 | 1.1109 | 0.8467 | 0.3147 | 0.8398 |
| 1.4375 | 0.6359 | 538 | 1.1094 | 0.8317 | 0.2713 | 0.8293 |
| 1.4656 | 0.6383 | 540 | 1.1094 | 0.8367 | 0.2789 | 0.8370 |
| 1.4656 | 0.6407 | 542 | 1.1086 | 0.8417 | 0.2752 | 0.8364 |
| 1.4656 | 0.6430 | 544 | 1.1078 | 0.8383 | 0.2796 | 0.8285 |
| 1.4484 | 0.6454 | 546 | 1.1070 | 0.835 | 0.2848 | 0.8269 |
| 1.4484 | 0.6478 | 548 | 1.1070 | 0.8483 | 0.2645 | 0.8452 |
| 1.4781 | 0.6501 | 550 | 1.1070 | 0.825 | 0.3949 | 0.8263 |
| 1.4781 | 0.6525 | 552 | 1.1070 | 0.8467 | 0.2905 | 0.8451 |
| 1.4781 | 0.6548 | 554 | 1.1063 | 0.8183 | 0.2206 | 0.8090 |
| 1.4125 | 0.6572 | 556 | 1.1047 | 0.8533 | 0.2401 | 0.8507 |
| 1.4125 | 0.6596 | 558 | 1.1039 | 0.8533 | 0.2360 | 0.8513 |
| 1.4156 | 0.6619 | 560 | 1.1023 | 0.8483 | 0.2350 | 0.8469 |
| 1.4156 | 0.6643 | 562 | 1.1008 | 0.8533 | 0.2361 | 0.8509 |
| 1.4156 | 0.6667 | 564 | 1.1016 | 0.8517 | 0.2373 | 0.8511 |
| 1.4688 | 0.6690 | 566 | 1.1016 | 0.8433 | 0.2413 | 0.8451 |
| 1.4688 | 0.6714 | 568 | 1.1008 | 0.8317 | 0.3076 | 0.8361 |
| 1.4297 | 0.6738 | 570 | 1.1000 | 0.8467 | 0.2445 | 0.8502 |
| 1.4297 | 0.6761 | 572 | 1.1000 | 0.855 | 0.3046 | 0.8582 |
| 1.4297 | 0.6785 | 574 | 1.1000 | 0.8567 | 0.3144 | 0.8569 |
| 1.4094 | 0.6809 | 576 | 1.1000 | 0.855 | 0.3132 | 0.8550 |
| 1.4094 | 0.6832 | 578 | 1.0992 | 0.86 | 0.2941 | 0.8560 |
| 1.4469 | 0.6856 | 580 | 1.0969 | 0.8617 | 0.2925 | 0.8561 |
| 1.4469 | 0.6879 | 582 | 1.0977 | 0.855 | 0.2917 | 0.8502 |
| 1.4469 | 0.6903 | 584 | 1.0953 | 0.8567 | 0.2907 | 0.8504 |
| 1.4141 | 0.6927 | 586 | 1.0945 | 0.8633 | 0.2923 | 0.8566 |
| 1.4141 | 0.6950 | 588 | 1.0945 | 0.8483 | 0.2890 | 0.8431 |
| 1.4266 | 0.6974 | 590 | 1.0945 | 0.855 | 0.2892 | 0.8495 |
| 1.4266 | 0.6998 | 592 | 1.0945 | 0.8567 | 0.2912 | 0.8516 |
| 1.4266 | 0.7021 | 594 | 1.0938 | 0.86 | 0.3725 | 0.8562 |
| 1.4203 | 0.7045 | 596 | 1.0930 | 0.86 | 0.3595 | 0.8607 |
| 1.4203 | 0.7069 | 598 | 1.0930 | 0.8517 | 0.2848 | 0.8547 |
| 1.4031 | 0.7092 | 600 | 1.0922 | 0.84 | 0.2122 | 0.8436 |
| 1.4031 | 0.7116 | 602 | 1.0922 | 0.86 | 0.2448 | 0.8612 |
| 1.4031 | 0.7139 | 604 | 1.0922 | 0.8567 | 0.2485 | 0.8563 |
| 1.4047 | 0.7163 | 606 | 1.0922 | 0.8533 | 0.2562 | 0.8524 |
| 1.4047 | 0.7187 | 608 | 1.0922 | 0.8517 | 0.2591 | 0.8552 |
| 1.4609 | 0.7210 | 610 | 1.0922 | 0.8317 | 0.3164 | 0.8403 |
| 1.4609 | 0.7234 | 612 | 1.0922 | 0.8333 | 0.2897 | 0.8440 |
| 1.4609 | 0.7258 | 614 | 1.0922 | 0.8533 | 0.2346 | 0.8578 |
| 1.4641 | 0.7281 | 616 | 1.0922 | 0.855 | 0.2284 | 0.8546 |
| 1.4641 | 0.7305 | 618 | 1.0906 | 0.8517 | 0.2200 | 0.8497 |
| 1.4688 | 0.7329 | 620 | 1.0914 | 0.8267 | 0.2087 | 0.8250 |
| 1.4688 | 0.7352 | 622 | 1.0906 | 0.8417 | 0.2162 | 0.8370 |
| 1.4688 | 0.7376 | 624 | 1.0906 | 0.84 | 0.2167 | 0.8352 |
| 1.4344 | 0.7400 | 626 | 1.0898 | 0.8567 | 0.2120 | 0.8509 |
| 1.4344 | 0.7423 | 628 | 1.0891 | 0.86 | 0.2116 | 0.8552 |
| 1.3984 | 0.7447 | 630 | 1.0891 | 0.85 | 0.2107 | 0.8458 |
| 1.3984 | 0.7470 | 632 | 1.0891 | 0.85 | 0.2144 | 0.8493 |
| 1.3984 | 0.7494 | 634 | 1.0875 | 0.8483 | 0.2165 | 0.8491 |
| 1.4625 | 0.7518 | 636 | 1.0875 | 0.845 | 0.2150 | 0.8450 |
| 1.4625 | 0.7541 | 638 | 1.0883 | 0.8533 | 0.2245 | 0.8521 |
| 1.4094 | 0.7565 | 640 | 1.0867 | 0.8517 | 0.2961 | 0.8521 |
| 1.4094 | 0.7589 | 642 | 1.0859 | 0.8383 | 0.2928 | 0.8405 |
| 1.4094 | 0.7612 | 644 | 1.0859 | 0.84 | 0.2934 | 0.8417 |
| 1.3984 | 0.7636 | 646 | 1.0859 | 0.8567 | 0.2782 | 0.8529 |
| 1.3984 | 0.7660 | 648 | 1.0859 | 0.8417 | 0.1892 | 0.8336 |
| 1.4109 | 0.7683 | 650 | 1.0859 | 0.8517 | 0.2695 | 0.8502 |
| 1.4109 | 0.7707 | 652 | 1.0852 | 0.84 | 0.3360 | 0.8443 |
| 1.4109 | 0.7730 | 654 | 1.0852 | 0.8183 | 0.3722 | 0.8240 |
| 1.4359 | 0.7754 | 656 | 1.0859 | 0.8167 | 0.3631 | 0.8222 |
| 1.4359 | 0.7778 | 658 | 1.0852 | 0.8367 | 0.2786 | 0.8404 |
| 1.3672 | 0.7801 | 660 | 1.0852 | 0.8617 | 0.2409 | 0.8598 |
| 1.3672 | 0.7825 | 662 | 1.0836 | 0.845 | 0.2271 | 0.8386 |
| 1.3672 | 0.7849 | 664 | 1.0844 | 0.8517 | 0.2171 | 0.8463 |
| 1.3938 | 0.7872 | 666 | 1.0844 | 0.8567 | 0.2429 | 0.8561 |
| 1.3938 | 0.7896 | 668 | 1.0828 | 0.84 | 0.2289 | 0.8394 |
| 1.4031 | 0.7920 | 670 | 1.0820 | 0.8417 | 0.2375 | 0.8409 |
| 1.4031 | 0.7943 | 672 | 1.0828 | 0.8617 | 0.2409 | 0.8594 |
| 1.4031 | 0.7967 | 674 | 1.0828 | 0.8667 | 0.2408 | 0.8612 |
| 1.4547 | 0.7991 | 676 | 1.0828 | 0.87 | 0.2438 | 0.8653 |
| 1.4547 | 0.8014 | 678 | 1.0828 | 0.865 | 0.2427 | 0.8612 |
| 1.3609 | 0.8038 | 680 | 1.0812 | 0.8517 | 0.2300 | 0.8485 |
| 1.3609 | 0.8061 | 682 | 1.0805 | 0.8433 | 0.3011 | 0.8408 |
| 1.3609 | 0.8085 | 684 | 1.0805 | 0.8483 | 0.3023 | 0.8450 |
| 1.4266 | 0.8109 | 686 | 1.0812 | 0.8533 | 0.3140 | 0.8504 |
| 1.4266 | 0.8132 | 688 | 1.0812 | 0.86 | 0.3168 | 0.8574 |
| 1.3953 | 0.8156 | 690 | 1.0797 | 0.8583 | 0.2434 | 0.8543 |
| 1.3953 | 0.8180 | 692 | 1.0797 | 0.8483 | 0.2291 | 0.8428 |
| 1.3953 | 0.8203 | 694 | 1.0797 | 0.8533 | 0.2426 | 0.8485 |
| 1.3813 | 0.8227 | 696 | 1.0797 | 0.8633 | 0.3103 | 0.8611 |
| 1.3813 | 0.8251 | 698 | 1.0789 | 0.855 | 0.3885 | 0.8557 |
| 1.4 | 0.8274 | 700 | 1.0781 | 0.86 | 0.3913 | 0.8608 |
| 1.4 | 0.8298 | 702 | 1.0781 | 0.865 | 0.3949 | 0.8648 |
| 1.4 | 0.8322 | 704 | 1.0781 | 0.8633 | 0.3114 | 0.8622 |
| 1.3875 | 0.8345 | 706 | 1.0781 | 0.865 | 0.4031 | 0.8643 |
| 1.3875 | 0.8369 | 708 | 1.0781 | 0.8583 | 0.3914 | 0.8583 |
| 1.3797 | 0.8392 | 710 | 1.0781 | 0.855 | 0.3921 | 0.8566 |
| 1.3797 | 0.8416 | 712 | 1.0781 | 0.8483 | 0.3660 | 0.8512 |
| 1.3797 | 0.8440 | 714 | 1.0773 | 0.8367 | 0.3626 | 0.8397 |
| 1.4531 | 0.8463 | 716 | 1.0773 | 0.845 | 0.3512 | 0.8482 |
| 1.4531 | 0.8487 | 718 | 1.0773 | 0.8483 | 0.3492 | 0.8511 |
| 1.4203 | 0.8511 | 720 | 1.0773 | 0.8483 | 0.2957 | 0.8490 |
| 1.4203 | 0.8534 | 722 | 1.0773 | 0.845 | 0.2934 | 0.8489 |
| 1.4203 | 0.8558 | 724 | 1.0773 | 0.8533 | 0.3790 | 0.8557 |
| 1.3641 | 0.8582 | 726 | 1.0773 | 0.8583 | 0.3030 | 0.8604 |
| 1.3641 | 0.8605 | 728 | 1.0773 | 0.8583 | 0.3794 | 0.8602 |
| 1.3906 | 0.8629 | 730 | 1.0773 | 0.86 | 0.3008 | 0.8619 |
| 1.3906 | 0.8652 | 732 | 1.0773 | 0.8617 | 0.3768 | 0.8639 |
| 1.3906 | 0.8676 | 734 | 1.0773 | 0.8583 | 0.3776 | 0.8613 |
| 1.3859 | 0.8700 | 736 | 1.0773 | 0.8567 | 0.3566 | 0.8609 |
| 1.3859 | 0.8723 | 738 | 1.0773 | 0.8483 | 0.3568 | 0.8532 |
| 1.4172 | 0.8747 | 740 | 1.0773 | 0.8433 | 0.3473 | 0.8474 |
| 1.4172 | 0.8771 | 742 | 1.0773 | 0.8383 | 0.2748 | 0.8420 |
| 1.4172 | 0.8794 | 744 | 1.0773 | 0.8483 | 0.2924 | 0.8509 |
| 1.3672 | 0.8818 | 746 | 1.0773 | 0.8567 | 0.2951 | 0.8592 |
| 1.3672 | 0.8842 | 748 | 1.0766 | 0.86 | 0.2954 | 0.8622 |
| 1.3813 | 0.8865 | 750 | 1.0766 | 0.8633 | 0.3136 | 0.8641 |
| 1.3813 | 0.8889 | 752 | 1.0766 | 0.8617 | 0.2402 | 0.8629 |
| 1.3813 | 0.8913 | 754 | 1.0766 | 0.86 | 0.3126 | 0.8610 |
| 1.375 | 0.8936 | 756 | 1.0766 | 0.86 | 0.2400 | 0.8611 |
| 1.375 | 0.8960 | 758 | 1.0766 | 0.8633 | 0.2420 | 0.8646 |
| 1.3938 | 0.8983 | 760 | 1.0766 | 0.86 | 0.2290 | 0.8622 |
| 1.3938 | 0.9007 | 762 | 1.0766 | 0.86 | 0.2955 | 0.8621 |
| 1.3938 | 0.9031 | 764 | 1.0766 | 0.86 | 0.2416 | 0.8615 |
| 1.4187 | 0.9054 | 766 | 1.0766 | 0.8633 | 0.3133 | 0.8649 |
| 1.4187 | 0.9078 | 768 | 1.0766 | 0.86 | 0.3844 | 0.8612 |
| 1.3859 | 0.9102 | 770 | 1.0766 | 0.855 | 0.3009 | 0.8562 |
| 1.3859 | 0.9125 | 772 | 1.0766 | 0.8567 | 0.3106 | 0.8583 |
| 1.3859 | 0.9149 | 774 | 1.0766 | 0.8533 | 0.3759 | 0.8540 |
| 1.4016 | 0.9173 | 776 | 1.0766 | 0.8533 | 0.3064 | 0.8546 |
| 1.4016 | 0.9196 | 778 | 1.0766 | 0.8583 | 0.3075 | 0.8590 |
| 1.4625 | 0.9220 | 780 | 1.0766 | 0.8567 | 0.2964 | 0.8561 |
| 1.4625 | 0.9243 | 782 | 1.0766 | 0.855 | 0.2248 | 0.8538 |
| 1.4625 | 0.9267 | 784 | 1.0758 | 0.86 | 0.2948 | 0.8591 |
| 1.3531 | 0.9291 | 786 | 1.0758 | 0.855 | 0.2330 | 0.8547 |
| 1.3531 | 0.9314 | 788 | 1.0750 | 0.855 | 0.2919 | 0.8538 |
| 1.4187 | 0.9338 | 790 | 1.0758 | 0.8533 | 0.2939 | 0.8526 |
| 1.4187 | 0.9362 | 792 | 1.0750 | 0.8583 | 0.3036 | 0.8579 |
| 1.4187 | 0.9385 | 794 | 1.0750 | 0.8633 | 0.3961 | 0.8629 |
| 1.4344 | 0.9409 | 796 | 1.0750 | 0.8583 | 0.3078 | 0.8585 |
| 1.4344 | 0.9433 | 798 | 1.0750 | 0.8633 | 0.3961 | 0.8629 |
| 1.3984 | 0.9456 | 800 | 1.0750 | 0.86 | 0.3158 | 0.8598 |
| 1.3984 | 0.9480 | 802 | 1.0750 | 0.8617 | 0.3898 | 0.8619 |
| 1.3984 | 0.9504 | 804 | 1.0750 | 0.8633 | 0.3982 | 0.8631 |
| 1.4656 | 0.9527 | 806 | 1.0750 | 0.8667 | 0.4009 | 0.8667 |
| 1.4656 | 0.9551 | 808 | 1.0750 | 0.865 | 0.3984 | 0.8645 |
| 1.425 | 0.9574 | 810 | 1.0750 | 0.8633 | 0.3162 | 0.8632 |
| 1.425 | 0.9598 | 812 | 1.0750 | 0.8567 | 0.2443 | 0.8565 |
| 1.425 | 0.9622 | 814 | 1.0750 | 0.8633 | 0.3158 | 0.8636 |
| 1.4016 | 0.9645 | 816 | 1.0750 | 0.8633 | 0.3978 | 0.8635 |
| 1.4016 | 0.9669 | 818 | 1.0750 | 0.8617 | 0.3160 | 0.8613 |
| 1.4391 | 0.9693 | 820 | 1.0750 | 0.8617 | 0.3976 | 0.8619 |
| 1.4391 | 0.9716 | 822 | 1.0750 | 0.8667 | 0.3187 | 0.8667 |
| 1.4391 | 0.9740 | 824 | 1.0750 | 0.8683 | 0.4011 | 0.8683 |
| 1.3781 | 0.9764 | 826 | 1.0750 | 0.8617 | 0.3160 | 0.8614 |
| 1.3781 | 0.9787 | 828 | 1.0750 | 0.865 | 0.3985 | 0.8648 |
| 1.375 | 0.9811 | 830 | 1.0750 | 0.8617 | 0.3139 | 0.8612 |
| 1.375 | 0.9835 | 832 | 1.0750 | 0.8667 | 0.4009 | 0.8667 |
| 1.375 | 0.9858 | 834 | 1.0750 | 0.8667 | 0.3987 | 0.8664 |
| 1.3781 | 0.9882 | 836 | 1.0750 | 0.8667 | 0.3987 | 0.8664 |
| 1.3781 | 0.9905 | 838 | 1.0750 | 0.8633 | 0.3982 | 0.8631 |
| 1.4375 | 0.9929 | 840 | 1.0750 | 0.8633 | 0.3162 | 0.8632 |
| 1.4375 | 0.9953 | 842 | 1.0750 | 0.865 | 0.3903 | 0.8651 |
| 1.4375 | 0.9976 | 844 | 1.0750 | 0.8633 | 0.3162 | 0.8632 |
| 1.3625 | 1.0 | 846 | 1.0750 | 0.865 | 0.3184 | 0.8649 |
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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