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End of training

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README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1038
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- - Num Input Tokens Seen: 76152160
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  ## Model description
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@@ -53,292 +53,293 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
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  |:-------------:|:------:|:----:|:---------------:|:-----------------:|
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  | No log | 0 | 0 | 1.3909 | 0 |
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- | 1.6335 | 0.0035 | 5 | 1.3904 | 265264 |
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- | 1.622 | 0.0070 | 10 | 1.3796 | 529520 |
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- | 1.5616 | 0.0105 | 15 | 1.3493 | 789912 |
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- | 1.4771 | 0.0140 | 20 | 1.3048 | 1051936 |
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- | 1.4482 | 0.0174 | 25 | 1.2593 | 1310816 |
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- | 1.2366 | 0.0209 | 30 | 1.2277 | 1575464 |
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- | 1.205 | 0.0244 | 35 | 1.1954 | 1844176 |
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- | 1.1595 | 0.0279 | 40 | 1.1877 | 2101088 |
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- | 1.1075 | 0.0314 | 45 | 1.2079 | 2358008 |
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- | 0.9717 | 0.0349 | 50 | 1.2192 | 2622960 |
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- | 0.8649 | 0.0384 | 55 | 1.2430 | 2900296 |
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- | 0.6741 | 0.0419 | 60 | 1.2808 | 3162936 |
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- | 0.6088 | 0.0453 | 65 | 1.2750 | 3426256 |
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- | 0.5466 | 0.0488 | 70 | 1.2739 | 3687984 |
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- | 0.4352 | 0.0523 | 75 | 1.2766 | 3956072 |
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- | 0.3651 | 0.0558 | 80 | 1.2627 | 4222280 |
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- | 0.4407 | 0.0593 | 85 | 1.2419 | 4490176 |
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- | 0.4192 | 0.0628 | 90 | 1.2448 | 4757240 |
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- | 0.3062 | 0.0663 | 95 | 1.2267 | 5025816 |
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- | 0.3112 | 0.0698 | 100 | 1.2124 | 5283528 |
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- | 0.2991 | 0.0732 | 105 | 1.2096 | 5542616 |
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- | 0.3083 | 0.0767 | 110 | 1.2180 | 5801264 |
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- | 0.2697 | 0.0802 | 115 | 1.2119 | 6076072 |
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- | 0.2169 | 0.0837 | 120 | 1.2046 | 6341608 |
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- | 0.2624 | 0.0872 | 125 | 1.2023 | 6605168 |
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- | 0.1965 | 0.0907 | 130 | 1.2020 | 6874640 |
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- | 0.2709 | 0.0942 | 135 | 1.2018 | 7136960 |
83
- | 0.2237 | 0.0977 | 140 | 1.1901 | 7398024 |
84
- | 0.1973 | 0.1011 | 145 | 1.1966 | 7665200 |
85
- | 0.2071 | 0.1046 | 150 | 1.1827 | 7929616 |
86
- | 0.268 | 0.1081 | 155 | 1.1982 | 8192768 |
87
- | 0.1654 | 0.1116 | 160 | 1.1955 | 8458944 |
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- | 0.2108 | 0.1151 | 165 | 1.1858 | 8721632 |
89
- | 0.2272 | 0.1186 | 170 | 1.1951 | 8989592 |
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- | 0.2106 | 0.1221 | 175 | 1.1778 | 9253224 |
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- | 0.1706 | 0.1256 | 180 | 1.1830 | 9530992 |
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- | 0.2324 | 0.1290 | 185 | 1.1872 | 9795664 |
93
- | 0.189 | 0.1325 | 190 | 1.1764 | 10062896 |
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- | 0.2099 | 0.1360 | 195 | 1.1816 | 10332024 |
95
- | 0.1786 | 0.1395 | 200 | 1.1858 | 10593000 |
96
- | 0.1921 | 0.1430 | 205 | 1.1741 | 10860952 |
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- | 0.2308 | 0.1465 | 210 | 1.1782 | 11123072 |
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- | 0.2099 | 0.1500 | 215 | 1.1704 | 11393152 |
99
- | 0.1098 | 0.1535 | 220 | 1.1730 | 11663680 |
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- | 0.1734 | 0.1570 | 225 | 1.1834 | 11923280 |
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- | 0.2554 | 0.1604 | 230 | 1.1687 | 12190352 |
102
- | 0.2023 | 0.1639 | 235 | 1.1790 | 12451824 |
103
- | 0.1721 | 0.1674 | 240 | 1.1711 | 12717744 |
104
- | 0.1527 | 0.1709 | 245 | 1.1674 | 12981208 |
105
- | 0.1508 | 0.1744 | 250 | 1.1722 | 13246192 |
106
- | 0.245 | 0.1779 | 255 | 1.1683 | 13516936 |
107
- | 0.127 | 0.1814 | 260 | 1.1690 | 13775424 |
108
- | 0.1797 | 0.1849 | 265 | 1.1731 | 14051952 |
109
- | 0.1174 | 0.1883 | 270 | 1.1666 | 14317336 |
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- | 0.1984 | 0.1918 | 275 | 1.1680 | 14578840 |
111
- | 0.1501 | 0.1953 | 280 | 1.1664 | 14843080 |
112
- | 0.1468 | 0.1988 | 285 | 1.1643 | 15108696 |
113
- | 0.1391 | 0.2023 | 290 | 1.1662 | 15377712 |
114
- | 0.1242 | 0.2058 | 295 | 1.1690 | 15643664 |
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- | 0.2058 | 0.2093 | 300 | 1.1623 | 15904872 |
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- | 0.1263 | 0.2128 | 305 | 1.1607 | 16167640 |
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- | 0.1244 | 0.2162 | 310 | 1.1670 | 16430328 |
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- | 0.1891 | 0.2197 | 315 | 1.1577 | 16693176 |
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- | 0.1042 | 0.2232 | 320 | 1.1596 | 16957704 |
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- | 0.1125 | 0.2267 | 325 | 1.1597 | 17225152 |
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- | 0.1481 | 0.2302 | 330 | 1.1567 | 17487800 |
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- | 0.1469 | 0.2337 | 335 | 1.1578 | 17756544 |
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- | 0.2201 | 0.2372 | 340 | 1.1549 | 18013952 |
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- | 0.1572 | 0.2407 | 345 | 1.1539 | 18278648 |
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- | 0.1809 | 0.2441 | 350 | 1.1560 | 18549424 |
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- | 0.1714 | 0.2476 | 355 | 1.1536 | 18809728 |
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- | 0.1317 | 0.2511 | 360 | 1.1541 | 19083128 |
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- | 0.1413 | 0.2546 | 365 | 1.1575 | 19346464 |
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- | 0.1489 | 0.2581 | 370 | 1.1506 | 19610352 |
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- | 0.1807 | 0.2616 | 375 | 1.1557 | 19876488 |
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- | 0.1268 | 0.2651 | 380 | 1.1511 | 20145576 |
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- | 0.0999 | 0.2686 | 385 | 1.1480 | 20406568 |
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- | 0.1462 | 0.2720 | 390 | 1.1480 | 20673400 |
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- | 0.2487 | 0.2755 | 395 | 1.1498 | 20933272 |
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- | 0.1891 | 0.2790 | 400 | 1.1498 | 21203336 |
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- | 0.1258 | 0.2825 | 405 | 1.1494 | 21463128 |
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- | 0.2041 | 0.2860 | 410 | 1.1456 | 21727312 |
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- | 0.1538 | 0.2895 | 415 | 1.1470 | 21991800 |
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- | 0.1854 | 0.2930 | 420 | 1.1516 | 22259128 |
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- | 0.1756 | 0.2965 | 425 | 1.1449 | 22527368 |
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- | 0.1609 | 0.3000 | 430 | 1.1496 | 22797736 |
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- | 0.1281 | 0.3034 | 435 | 1.1490 | 23065120 |
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- | 0.1733 | 0.3069 | 440 | 1.1419 | 23332824 |
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- | 0.1267 | 0.3104 | 445 | 1.1475 | 23596656 |
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- | 0.1899 | 0.3139 | 450 | 1.1503 | 23858872 |
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- | 0.1488 | 0.3174 | 455 | 1.1445 | 24128464 |
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- | 0.2237 | 0.3209 | 460 | 1.1402 | 24398456 |
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- | 0.1103 | 0.3244 | 465 | 1.1457 | 24674592 |
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- | 0.1947 | 0.3279 | 470 | 1.1457 | 24942816 |
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- | 0.1473 | 0.3313 | 475 | 1.1414 | 25208880 |
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- | 0.1941 | 0.3348 | 480 | 1.1405 | 25476880 |
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- | 0.1516 | 0.3383 | 485 | 1.1412 | 25742280 |
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- | 0.1136 | 0.3418 | 490 | 1.1412 | 26011456 |
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- | 0.1652 | 0.3453 | 495 | 1.1417 | 26276776 |
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- | 0.1915 | 0.3488 | 500 | 1.1402 | 26548176 |
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- | 0.1144 | 0.3523 | 505 | 1.1398 | 26811736 |
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- | 0.1495 | 0.3558 | 510 | 1.1396 | 27074568 |
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- | 0.0938 | 0.3592 | 515 | 1.1388 | 27336872 |
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- | 0.1582 | 0.3627 | 520 | 1.1397 | 27600664 |
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- | 0.1563 | 0.3662 | 525 | 1.1374 | 27869688 |
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- | 0.1637 | 0.3697 | 530 | 1.1369 | 28136912 |
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- | 0.1926 | 0.3732 | 535 | 1.1376 | 28397024 |
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- | 0.1246 | 0.3767 | 540 | 1.1424 | 28663128 |
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- | 0.124 | 0.3802 | 545 | 1.1405 | 28928160 |
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- | 0.1651 | 0.3837 | 550 | 1.1357 | 29193256 |
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- | 0.1705 | 0.3871 | 555 | 1.1370 | 29469488 |
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- | 0.1742 | 0.3906 | 560 | 1.1381 | 29736456 |
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- | 0.1332 | 0.3941 | 565 | 1.1356 | 30004776 |
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- | 0.1699 | 0.3976 | 570 | 1.1376 | 30269160 |
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- | 0.1459 | 0.4011 | 575 | 1.1376 | 30536768 |
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- | 0.1499 | 0.4046 | 580 | 1.1324 | 30797352 |
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- | 0.1346 | 0.4081 | 585 | 1.1336 | 31057984 |
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- | 0.129 | 0.4116 | 590 | 1.1361 | 31325216 |
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- | 0.1389 | 0.4150 | 595 | 1.1332 | 31595480 |
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- | 0.1412 | 0.4185 | 600 | 1.1334 | 31857336 |
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- | 0.2066 | 0.4220 | 605 | 1.1332 | 32127984 |
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- | 0.1311 | 0.4255 | 610 | 1.1337 | 32397688 |
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- | 0.1676 | 0.4290 | 615 | 1.1317 | 32665408 |
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- | 0.1461 | 0.4325 | 620 | 1.1331 | 32927392 |
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- | 0.1319 | 0.4360 | 625 | 1.1311 | 33190440 |
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- | 0.1646 | 0.4395 | 630 | 1.1301 | 33455856 |
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- | 0.1153 | 0.4430 | 635 | 1.1315 | 33710760 |
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- | 0.15 | 0.4464 | 640 | 1.1326 | 33974104 |
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- | 0.1542 | 0.4499 | 645 | 1.1311 | 34239680 |
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- | 0.159 | 0.4534 | 650 | 1.1315 | 34496864 |
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- | 0.1548 | 0.4569 | 655 | 1.1315 | 34763840 |
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- | 0.1949 | 0.4604 | 660 | 1.1275 | 35033312 |
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- | 0.1225 | 0.4639 | 665 | 1.1271 | 35302976 |
189
- | 0.1075 | 0.4674 | 670 | 1.1299 | 35564864 |
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- | 0.1672 | 0.4709 | 675 | 1.1292 | 35826896 |
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- | 0.1726 | 0.4743 | 680 | 1.1284 | 36091984 |
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- | 0.1091 | 0.4778 | 685 | 1.1269 | 36361816 |
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- | 0.1787 | 0.4813 | 690 | 1.1281 | 36633880 |
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- | 0.2382 | 0.4848 | 695 | 1.1266 | 36897128 |
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- | 0.1621 | 0.4883 | 700 | 1.1262 | 37166912 |
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- | 0.1219 | 0.4918 | 705 | 1.1264 | 37432672 |
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- | 0.1246 | 0.4953 | 710 | 1.1245 | 37701560 |
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- | 0.1244 | 0.4988 | 715 | 1.1267 | 37970272 |
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- | 0.1594 | 0.5022 | 720 | 1.1272 | 38234632 |
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- | 0.1719 | 0.5057 | 725 | 1.1248 | 38500864 |
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- | 0.2219 | 0.5092 | 730 | 1.1243 | 38772848 |
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- | 0.2507 | 0.5127 | 735 | 1.1269 | 39039088 |
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- | 0.1579 | 0.5162 | 740 | 1.1248 | 39308664 |
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- | 0.1591 | 0.5197 | 745 | 1.1242 | 39571480 |
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- | 0.2021 | 0.5232 | 750 | 1.1238 | 39840248 |
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- | 0.1743 | 0.5267 | 755 | 1.1256 | 40108832 |
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- | 0.1233 | 0.5301 | 760 | 1.1240 | 40376032 |
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- | 0.0994 | 0.5336 | 765 | 1.1227 | 40644888 |
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- | 0.1611 | 0.5371 | 770 | 1.1249 | 40908112 |
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- | 0.2003 | 0.5406 | 775 | 1.1235 | 41179560 |
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- | 0.1634 | 0.5441 | 780 | 1.1212 | 41440016 |
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- | 0.1453 | 0.5476 | 785 | 1.1224 | 41705792 |
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- | 0.2001 | 0.5511 | 790 | 1.1260 | 41973864 |
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- | 0.0966 | 0.5546 | 795 | 1.1230 | 42238800 |
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- | 0.1117 | 0.5581 | 800 | 1.1218 | 42503920 |
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- | 0.1329 | 0.5615 | 805 | 1.1227 | 42764056 |
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- | 0.1201 | 0.5650 | 810 | 1.1205 | 43034552 |
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- | 0.1335 | 0.5685 | 815 | 1.1230 | 43291144 |
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- | 0.1374 | 0.5720 | 820 | 1.1230 | 43552240 |
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- | 0.1848 | 0.5755 | 825 | 1.1220 | 43822248 |
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- | 0.1219 | 0.5790 | 830 | 1.1198 | 44088592 |
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- | 0.1587 | 0.5825 | 835 | 1.1190 | 44352464 |
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- | 0.2018 | 0.5860 | 840 | 1.1219 | 44618272 |
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- | 0.1012 | 0.5894 | 845 | 1.1228 | 44884504 |
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- | 0.1689 | 0.5929 | 850 | 1.1199 | 45145128 |
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- | 0.1059 | 0.5964 | 855 | 1.1189 | 45409224 |
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- | 0.1455 | 0.5999 | 860 | 1.1197 | 45679272 |
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- | 0.0694 | 0.6034 | 865 | 1.1194 | 45950112 |
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- | 0.1902 | 0.6069 | 870 | 1.1209 | 46218208 |
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- | 0.1812 | 0.6104 | 875 | 1.1201 | 46487616 |
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- | 0.1626 | 0.6139 | 880 | 1.1172 | 46748944 |
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- | 0.096 | 0.6173 | 885 | 1.1183 | 47009152 |
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- | 0.1288 | 0.6208 | 890 | 1.1194 | 47280744 |
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- | 0.1101 | 0.6243 | 895 | 1.1195 | 47545352 |
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- | 0.1378 | 0.6278 | 900 | 1.1195 | 47814864 |
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- | 0.1172 | 0.6313 | 905 | 1.1187 | 48080808 |
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- | 0.1363 | 0.6348 | 910 | 1.1183 | 48349280 |
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- | 0.1101 | 0.6383 | 915 | 1.1194 | 48620456 |
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- | 0.1411 | 0.6418 | 920 | 1.1189 | 48886456 |
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- | 0.1156 | 0.6452 | 925 | 1.1181 | 49150432 |
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- | 0.1821 | 0.6487 | 930 | 1.1200 | 49412392 |
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- | 0.1125 | 0.6522 | 935 | 1.1188 | 49682696 |
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- | 0.1048 | 0.6557 | 940 | 1.1180 | 49948680 |
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- | 0.0824 | 0.6592 | 945 | 1.1176 | 50216176 |
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- | 0.1427 | 0.6627 | 950 | 1.1169 | 50489944 |
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- | 0.186 | 0.6662 | 955 | 1.1180 | 50759736 |
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- | 0.2481 | 0.6697 | 960 | 1.1186 | 51023448 |
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- | 0.1163 | 0.6731 | 965 | 1.1179 | 51283016 |
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- | 0.1322 | 0.6766 | 970 | 1.1173 | 51543336 |
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- | 0.1411 | 0.6801 | 975 | 1.1186 | 51808904 |
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- | 0.182 | 0.6836 | 980 | 1.1168 | 52070888 |
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- | 0.1972 | 0.6871 | 985 | 1.1164 | 52333312 |
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- | 0.17 | 0.6906 | 990 | 1.1177 | 52600672 |
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- | 0.137 | 0.6941 | 995 | 1.1164 | 52870784 |
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- | 0.1906 | 0.6976 | 1000 | 1.1137 | 53138192 |
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- | 0.1769 | 0.7011 | 1005 | 1.1139 | 53407448 |
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- | 0.1233 | 0.7045 | 1010 | 1.1141 | 53676296 |
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- | 0.1227 | 0.7080 | 1015 | 1.1150 | 53941152 |
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- | 0.1432 | 0.7115 | 1020 | 1.1140 | 54205752 |
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- | 0.1228 | 0.7150 | 1025 | 1.1116 | 54467160 |
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- | 0.0864 | 0.7185 | 1030 | 1.1139 | 54738952 |
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- | 0.1125 | 0.7220 | 1035 | 1.1149 | 55005232 |
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- | 0.196 | 0.7255 | 1040 | 1.1128 | 55271256 |
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- | 0.1382 | 0.7290 | 1045 | 1.1113 | 55536416 |
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- | 0.1006 | 0.7324 | 1050 | 1.1157 | 55797424 |
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- | 0.1389 | 0.7359 | 1055 | 1.1151 | 56066880 |
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- | 0.2355 | 0.7394 | 1060 | 1.1137 | 56333520 |
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- | 0.1486 | 0.7429 | 1065 | 1.1126 | 56595848 |
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- | 0.116 | 0.7464 | 1070 | 1.1125 | 56861976 |
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- | 0.1151 | 0.7499 | 1075 | 1.1154 | 57125656 |
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- | 0.0951 | 0.7534 | 1080 | 1.1146 | 57389504 |
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- | 0.0787 | 0.7569 | 1085 | 1.1114 | 57655800 |
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- | 0.1477 | 0.7603 | 1090 | 1.1104 | 57923624 |
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- | 0.1156 | 0.7638 | 1095 | 1.1139 | 58188808 |
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- | 0.1177 | 0.7673 | 1100 | 1.1137 | 58450392 |
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- | 0.1342 | 0.7708 | 1105 | 1.1102 | 58711432 |
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- | 0.1254 | 0.7743 | 1110 | 1.1110 | 58979616 |
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- | 0.1598 | 0.7778 | 1115 | 1.1128 | 59240552 |
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- | 0.1482 | 0.7813 | 1120 | 1.1129 | 59505736 |
280
- | 0.1407 | 0.7848 | 1125 | 1.1132 | 59760680 |
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- | 0.1267 | 0.7882 | 1130 | 1.1123 | 60029656 |
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- | 0.1646 | 0.7917 | 1135 | 1.1128 | 60300680 |
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- | 0.1653 | 0.7952 | 1140 | 1.1133 | 60568280 |
284
- | 0.1418 | 0.7987 | 1145 | 1.1116 | 60834856 |
285
- | 0.1253 | 0.8022 | 1150 | 1.1110 | 61096016 |
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- | 0.1718 | 0.8057 | 1155 | 1.1118 | 61370616 |
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- | 0.1613 | 0.8092 | 1160 | 1.1107 | 61635696 |
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- | 0.1818 | 0.8127 | 1165 | 1.1112 | 61901944 |
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- | 0.2125 | 0.8161 | 1170 | 1.1103 | 62167944 |
290
- | 0.1432 | 0.8196 | 1175 | 1.1123 | 62433440 |
291
- | 0.1304 | 0.8231 | 1180 | 1.1135 | 62699952 |
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- | 0.1346 | 0.8266 | 1185 | 1.1115 | 62964840 |
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- | 0.1394 | 0.8301 | 1190 | 1.1106 | 63239200 |
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- | 0.0875 | 0.8336 | 1195 | 1.1106 | 63510800 |
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- | 0.0908 | 0.8371 | 1200 | 1.1107 | 63776448 |
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- | 0.1791 | 0.8406 | 1205 | 1.1110 | 64035136 |
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- | 0.1111 | 0.8441 | 1210 | 1.1098 | 64298496 |
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- | 0.1449 | 0.8475 | 1215 | 1.1099 | 64568864 |
299
- | 0.0927 | 0.8510 | 1220 | 1.1096 | 64828248 |
300
- | 0.1184 | 0.8545 | 1225 | 1.1105 | 65097160 |
301
- | 0.1134 | 0.8580 | 1230 | 1.1096 | 65360720 |
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- | 0.137 | 0.8615 | 1235 | 1.1079 | 65618128 |
303
- | 0.1902 | 0.8650 | 1240 | 1.1089 | 65881112 |
304
- | 0.0928 | 0.8685 | 1245 | 1.1101 | 66146016 |
305
- | 0.1157 | 0.8720 | 1250 | 1.1104 | 66403760 |
306
- | 0.1252 | 0.8754 | 1255 | 1.1090 | 66667576 |
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- | 0.1246 | 0.8789 | 1260 | 1.1086 | 66936136 |
308
- | 0.071 | 0.8824 | 1265 | 1.1105 | 67201944 |
309
- | 0.1103 | 0.8859 | 1270 | 1.1116 | 67473424 |
310
- | 0.1637 | 0.8894 | 1275 | 1.1109 | 67736232 |
311
- | 0.1647 | 0.8929 | 1280 | 1.1089 | 68004328 |
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- | 0.108 | 0.8964 | 1285 | 1.1093 | 68257848 |
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- | 0.138 | 0.8999 | 1290 | 1.1094 | 68528304 |
314
- | 0.127 | 0.9033 | 1295 | 1.1094 | 68794728 |
315
- | 0.1024 | 0.9068 | 1300 | 1.1076 | 69068984 |
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- | 0.1781 | 0.9103 | 1305 | 1.1081 | 69335832 |
317
- | 0.0999 | 0.9138 | 1310 | 1.1084 | 69600344 |
318
- | 0.1854 | 0.9173 | 1315 | 1.1080 | 69860304 |
319
- | 0.214 | 0.9208 | 1320 | 1.1065 | 70124608 |
320
- | 0.164 | 0.9243 | 1325 | 1.1058 | 70387744 |
321
- | 0.1006 | 0.9278 | 1330 | 1.1061 | 70656296 |
322
- | 0.1319 | 0.9312 | 1335 | 1.1085 | 70919480 |
323
- | 0.1377 | 0.9347 | 1340 | 1.1079 | 71183312 |
324
- | 0.1027 | 0.9382 | 1345 | 1.1066 | 71457232 |
325
- | 0.1108 | 0.9417 | 1350 | 1.1062 | 71718440 |
326
- | 0.0757 | 0.9452 | 1355 | 1.1080 | 71984784 |
327
- | 0.1517 | 0.9487 | 1360 | 1.1078 | 72244848 |
328
- | 0.219 | 0.9522 | 1365 | 1.1053 | 72507952 |
329
- | 0.1911 | 0.9557 | 1370 | 1.1045 | 72772808 |
330
- | 0.1306 | 0.9591 | 1375 | 1.1064 | 73036664 |
331
- | 0.1457 | 0.9626 | 1380 | 1.1068 | 73302280 |
332
- | 0.1485 | 0.9661 | 1385 | 1.1049 | 73568576 |
333
- | 0.1622 | 0.9696 | 1390 | 1.1053 | 73839240 |
334
- | 0.1118 | 0.9731 | 1395 | 1.1101 | 74110880 |
335
- | 0.1263 | 0.9766 | 1400 | 1.1073 | 74373336 |
336
- | 0.1481 | 0.9801 | 1405 | 1.1043 | 74644872 |
337
- | 0.15 | 0.9836 | 1410 | 1.1059 | 74912200 |
338
- | 0.1295 | 0.9871 | 1415 | 1.1064 | 75181024 |
339
- | 0.1734 | 0.9905 | 1420 | 1.1063 | 75456792 |
340
- | 0.2327 | 0.9940 | 1425 | 1.1052 | 75723432 |
341
- | 0.1585 | 0.9975 | 1430 | 1.1034 | 75990824 |
 
342
 
343
 
344
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.0984
21
+ - Num Input Tokens Seen: 76782856
22
 
23
  ## Model description
24
 
 
53
  | Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
54
  |:-------------:|:------:|:----:|:---------------:|:-----------------:|
55
  | No log | 0 | 0 | 1.3909 | 0 |
56
+ | 1.6453 | 0.0035 | 5 | 1.3906 | 259240 |
57
+ | 1.5833 | 0.0069 | 10 | 1.3797 | 529800 |
58
+ | 1.6978 | 0.0104 | 15 | 1.3496 | 797808 |
59
+ | 1.5875 | 0.0139 | 20 | 1.3053 | 1060152 |
60
+ | 1.3919 | 0.0174 | 25 | 1.2601 | 1327568 |
61
+ | 1.3483 | 0.0208 | 30 | 1.2284 | 1596672 |
62
+ | 1.2488 | 0.0243 | 35 | 1.1949 | 1865008 |
63
+ | 1.1389 | 0.0278 | 40 | 1.1896 | 2131824 |
64
+ | 1.0689 | 0.0313 | 45 | 1.2223 | 2398440 |
65
+ | 0.9179 | 0.0347 | 50 | 1.2383 | 2669800 |
66
+ | 0.7536 | 0.0382 | 55 | 1.2621 | 2942936 |
67
+ | 0.6764 | 0.0417 | 60 | 1.3037 | 3212096 |
68
+ | 0.5676 | 0.0452 | 65 | 1.3123 | 3484464 |
69
+ | 0.5606 | 0.0486 | 70 | 1.2797 | 3745816 |
70
+ | 0.3639 | 0.0521 | 75 | 1.2963 | 4017496 |
71
+ | 0.3165 | 0.0556 | 80 | 1.2406 | 4292208 |
72
+ | 0.2976 | 0.0591 | 85 | 1.2438 | 4561360 |
73
+ | 0.2959 | 0.0625 | 90 | 1.2285 | 4822824 |
74
+ | 0.2696 | 0.0660 | 95 | 1.2187 | 5093680 |
75
+ | 0.2144 | 0.0695 | 100 | 1.2105 | 5358792 |
76
+ | 0.2618 | 0.0730 | 105 | 1.2045 | 5620144 |
77
+ | 0.385 | 0.0764 | 110 | 1.2117 | 5894904 |
78
+ | 0.1695 | 0.0799 | 115 | 1.2058 | 6159632 |
79
+ | 0.1663 | 0.0834 | 120 | 1.1961 | 6428520 |
80
+ | 0.1969 | 0.0869 | 125 | 1.1889 | 6695048 |
81
+ | 0.1977 | 0.0903 | 130 | 1.1924 | 6962208 |
82
+ | 0.2226 | 0.0938 | 135 | 1.1895 | 7232176 |
83
+ | 0.2204 | 0.0973 | 140 | 1.1913 | 7501408 |
84
+ | 0.2473 | 0.1008 | 145 | 1.1866 | 7763208 |
85
+ | 0.1407 | 0.1042 | 150 | 1.1842 | 8033336 |
86
+ | 0.2291 | 0.1077 | 155 | 1.1815 | 8300520 |
87
+ | 0.2194 | 0.1112 | 160 | 1.1806 | 8568256 |
88
+ | 0.1911 | 0.1146 | 165 | 1.1818 | 8836048 |
89
+ | 0.1388 | 0.1181 | 170 | 1.1802 | 9113320 |
90
+ | 0.1651 | 0.1216 | 175 | 1.1741 | 9377776 |
91
+ | 0.1803 | 0.1251 | 180 | 1.1778 | 9647312 |
92
+ | 0.2031 | 0.1285 | 185 | 1.1709 | 9908016 |
93
+ | 0.2055 | 0.1320 | 190 | 1.1682 | 10176520 |
94
+ | 0.1837 | 0.1355 | 195 | 1.1685 | 10439024 |
95
+ | 0.0697 | 0.1390 | 200 | 1.1730 | 10706280 |
96
+ | 0.1426 | 0.1424 | 205 | 1.1754 | 10977536 |
97
+ | 0.1801 | 0.1459 | 210 | 1.1686 | 11249016 |
98
+ | 0.2272 | 0.1494 | 215 | 1.1702 | 11517184 |
99
+ | 0.2112 | 0.1529 | 220 | 1.1613 | 11787544 |
100
+ | 0.0994 | 0.1563 | 225 | 1.1652 | 12056344 |
101
+ | 0.2244 | 0.1598 | 230 | 1.1607 | 12320072 |
102
+ | 0.1794 | 0.1633 | 235 | 1.1616 | 12587592 |
103
+ | 0.1554 | 0.1668 | 240 | 1.1662 | 12849800 |
104
+ | 0.1929 | 0.1702 | 245 | 1.1588 | 13119568 |
105
+ | 0.1799 | 0.1737 | 250 | 1.1582 | 13384248 |
106
+ | 0.1797 | 0.1772 | 255 | 1.1619 | 13651872 |
107
+ | 0.1775 | 0.1807 | 260 | 1.1551 | 13916536 |
108
+ | 0.2294 | 0.1841 | 265 | 1.1609 | 14186752 |
109
+ | 0.145 | 0.1876 | 270 | 1.1570 | 14455592 |
110
+ | 0.175 | 0.1911 | 275 | 1.1573 | 14728760 |
111
+ | 0.1398 | 0.1946 | 280 | 1.1557 | 14989992 |
112
+ | 0.1515 | 0.1980 | 285 | 1.1542 | 15252080 |
113
+ | 0.194 | 0.2015 | 290 | 1.1544 | 15524072 |
114
+ | 0.2019 | 0.2050 | 295 | 1.1529 | 15789008 |
115
+ | 0.1781 | 0.2085 | 300 | 1.1523 | 16058360 |
116
+ | 0.1474 | 0.2119 | 305 | 1.1588 | 16331456 |
117
+ | 0.1502 | 0.2154 | 310 | 1.1499 | 16600584 |
118
+ | 0.1529 | 0.2189 | 315 | 1.1487 | 16877288 |
119
+ | 0.2112 | 0.2223 | 320 | 1.1512 | 17141648 |
120
+ | 0.1404 | 0.2258 | 325 | 1.1511 | 17411552 |
121
+ | 0.1322 | 0.2293 | 330 | 1.1480 | 17676088 |
122
+ | 0.1329 | 0.2328 | 335 | 1.1450 | 17944616 |
123
+ | 0.132 | 0.2362 | 340 | 1.1507 | 18214264 |
124
+ | 0.1692 | 0.2397 | 345 | 1.1470 | 18482320 |
125
+ | 0.1344 | 0.2432 | 350 | 1.1468 | 18752728 |
126
+ | 0.1738 | 0.2467 | 355 | 1.1474 | 19013392 |
127
+ | 0.1838 | 0.2501 | 360 | 1.1447 | 19276112 |
128
+ | 0.1396 | 0.2536 | 365 | 1.1491 | 19541200 |
129
+ | 0.1596 | 0.2571 | 370 | 1.1440 | 19813544 |
130
+ | 0.1257 | 0.2606 | 375 | 1.1430 | 20070744 |
131
+ | 0.1421 | 0.2640 | 380 | 1.1422 | 20339256 |
132
+ | 0.1725 | 0.2675 | 385 | 1.1456 | 20605512 |
133
+ | 0.1461 | 0.2710 | 390 | 1.1406 | 20863560 |
134
+ | 0.1689 | 0.2745 | 395 | 1.1434 | 21124400 |
135
+ | 0.1478 | 0.2779 | 400 | 1.1411 | 21384032 |
136
+ | 0.2111 | 0.2814 | 405 | 1.1449 | 21643360 |
137
+ | 0.1655 | 0.2849 | 410 | 1.1392 | 21910168 |
138
+ | 0.1004 | 0.2884 | 415 | 1.1371 | 22172528 |
139
+ | 0.2003 | 0.2918 | 420 | 1.1415 | 22434704 |
140
+ | 0.1566 | 0.2953 | 425 | 1.1368 | 22709336 |
141
+ | 0.1888 | 0.2988 | 430 | 1.1364 | 22977120 |
142
+ | 0.1835 | 0.3023 | 435 | 1.1374 | 23242112 |
143
+ | 0.1069 | 0.3057 | 440 | 1.1388 | 23498664 |
144
+ | 0.1634 | 0.3092 | 445 | 1.1361 | 23769760 |
145
+ | 0.0829 | 0.3127 | 450 | 1.1359 | 24035360 |
146
+ | 0.0695 | 0.3162 | 455 | 1.1374 | 24305936 |
147
+ | 0.1527 | 0.3196 | 460 | 1.1377 | 24572752 |
148
+ | 0.0992 | 0.3231 | 465 | 1.1337 | 24842184 |
149
+ | 0.1155 | 0.3266 | 470 | 1.1336 | 25097912 |
150
+ | 0.1488 | 0.3300 | 475 | 1.1344 | 25369768 |
151
+ | 0.1626 | 0.3335 | 480 | 1.1320 | 25639864 |
152
+ | 0.1399 | 0.3370 | 485 | 1.1335 | 25904256 |
153
+ | 0.2143 | 0.3405 | 490 | 1.1346 | 26169136 |
154
+ | 0.2551 | 0.3439 | 495 | 1.1348 | 26436600 |
155
+ | 0.1078 | 0.3474 | 500 | 1.1312 | 26696080 |
156
+ | 0.1527 | 0.3509 | 505 | 1.1333 | 26961208 |
157
+ | 0.1384 | 0.3544 | 510 | 1.1309 | 27219168 |
158
+ | 0.1126 | 0.3578 | 515 | 1.1301 | 27480744 |
159
+ | 0.1966 | 0.3613 | 520 | 1.1290 | 27745176 |
160
+ | 0.1169 | 0.3648 | 525 | 1.1281 | 28009360 |
161
+ | 0.1249 | 0.3683 | 530 | 1.1275 | 28280216 |
162
+ | 0.1873 | 0.3717 | 535 | 1.1303 | 28547240 |
163
+ | 0.1156 | 0.3752 | 540 | 1.1302 | 28815640 |
164
+ | 0.1723 | 0.3787 | 545 | 1.1275 | 29085352 |
165
+ | 0.1123 | 0.3822 | 550 | 1.1279 | 29351288 |
166
+ | 0.1303 | 0.3856 | 555 | 1.1308 | 29618680 |
167
+ | 0.1672 | 0.3891 | 560 | 1.1296 | 29885856 |
168
+ | 0.159 | 0.3926 | 565 | 1.1259 | 30151680 |
169
+ | 0.1476 | 0.3961 | 570 | 1.1267 | 30411912 |
170
+ | 0.1154 | 0.3995 | 575 | 1.1286 | 30674296 |
171
+ | 0.0964 | 0.4030 | 580 | 1.1273 | 30940496 |
172
+ | 0.1529 | 0.4065 | 585 | 1.1243 | 31206600 |
173
+ | 0.0861 | 0.4100 | 590 | 1.1237 | 31475320 |
174
+ | 0.1007 | 0.4134 | 595 | 1.1272 | 31748912 |
175
+ | 0.1689 | 0.4169 | 600 | 1.1244 | 32010968 |
176
+ | 0.1012 | 0.4204 | 605 | 1.1212 | 32285720 |
177
+ | 0.1835 | 0.4239 | 610 | 1.1248 | 32551880 |
178
+ | 0.172 | 0.4273 | 615 | 1.1248 | 32811184 |
179
+ | 0.113 | 0.4308 | 620 | 1.1232 | 33077144 |
180
+ | 0.1075 | 0.4343 | 625 | 1.1216 | 33347384 |
181
+ | 0.2072 | 0.4377 | 630 | 1.1224 | 33617960 |
182
+ | 0.1484 | 0.4412 | 635 | 1.1210 | 33878560 |
183
+ | 0.1226 | 0.4447 | 640 | 1.1214 | 34139352 |
184
+ | 0.1424 | 0.4482 | 645 | 1.1211 | 34405416 |
185
+ | 0.1684 | 0.4516 | 650 | 1.1234 | 34675056 |
186
+ | 0.1741 | 0.4551 | 655 | 1.1223 | 34952496 |
187
+ | 0.1605 | 0.4586 | 660 | 1.1187 | 35212824 |
188
+ | 0.1227 | 0.4621 | 665 | 1.1207 | 35475200 |
189
+ | 0.1021 | 0.4655 | 670 | 1.1237 | 35736896 |
190
+ | 0.1438 | 0.4690 | 675 | 1.1198 | 36015768 |
191
+ | 0.1151 | 0.4725 | 680 | 1.1201 | 36284160 |
192
+ | 0.1057 | 0.4760 | 685 | 1.1215 | 36552368 |
193
+ | 0.145 | 0.4794 | 690 | 1.1193 | 36815240 |
194
+ | 0.1695 | 0.4829 | 695 | 1.1181 | 37075072 |
195
+ | 0.1017 | 0.4864 | 700 | 1.1193 | 37340672 |
196
+ | 0.117 | 0.4899 | 705 | 1.1208 | 37611736 |
197
+ | 0.1332 | 0.4933 | 710 | 1.1193 | 37875664 |
198
+ | 0.1019 | 0.4968 | 715 | 1.1176 | 38142808 |
199
+ | 0.1125 | 0.5003 | 720 | 1.1209 | 38412576 |
200
+ | 0.1838 | 0.5038 | 725 | 1.1199 | 38686288 |
201
+ | 0.1261 | 0.5072 | 730 | 1.1183 | 38951240 |
202
+ | 0.1631 | 0.5107 | 735 | 1.1163 | 39223568 |
203
+ | 0.1148 | 0.5142 | 740 | 1.1167 | 39500312 |
204
+ | 0.1167 | 0.5177 | 745 | 1.1173 | 39763128 |
205
+ | 0.1754 | 0.5211 | 750 | 1.1177 | 40026280 |
206
+ | 0.0911 | 0.5246 | 755 | 1.1157 | 40299288 |
207
+ | 0.1737 | 0.5281 | 760 | 1.1152 | 40560008 |
208
+ | 0.1902 | 0.5315 | 765 | 1.1168 | 40826504 |
209
+ | 0.0982 | 0.5350 | 770 | 1.1155 | 41095488 |
210
+ | 0.1197 | 0.5385 | 775 | 1.1170 | 41364376 |
211
+ | 0.1502 | 0.5420 | 780 | 1.1170 | 41637520 |
212
+ | 0.14 | 0.5454 | 785 | 1.1154 | 41900864 |
213
+ | 0.169 | 0.5489 | 790 | 1.1140 | 42170832 |
214
+ | 0.1243 | 0.5524 | 795 | 1.1151 | 42436808 |
215
+ | 0.1312 | 0.5559 | 800 | 1.1168 | 42708488 |
216
+ | 0.0869 | 0.5593 | 805 | 1.1147 | 42977088 |
217
+ | 0.1679 | 0.5628 | 810 | 1.1142 | 43242944 |
218
+ | 0.1334 | 0.5663 | 815 | 1.1151 | 43505280 |
219
+ | 0.1058 | 0.5698 | 820 | 1.1139 | 43771480 |
220
+ | 0.0766 | 0.5732 | 825 | 1.1133 | 44036256 |
221
+ | 0.1414 | 0.5767 | 830 | 1.1147 | 44302448 |
222
+ | 0.1097 | 0.5802 | 835 | 1.1141 | 44565816 |
223
+ | 0.15 | 0.5837 | 840 | 1.1153 | 44830288 |
224
+ | 0.1069 | 0.5871 | 845 | 1.1133 | 45094712 |
225
+ | 0.1397 | 0.5906 | 850 | 1.1148 | 45364736 |
226
+ | 0.1168 | 0.5941 | 855 | 1.1148 | 45629184 |
227
+ | 0.1643 | 0.5976 | 860 | 1.1118 | 45894200 |
228
+ | 0.1411 | 0.6010 | 865 | 1.1126 | 46163032 |
229
+ | 0.1426 | 0.6045 | 870 | 1.1132 | 46420792 |
230
+ | 0.1124 | 0.6080 | 875 | 1.1125 | 46689776 |
231
+ | 0.1665 | 0.6115 | 880 | 1.1134 | 46962560 |
232
+ | 0.1294 | 0.6149 | 885 | 1.1120 | 47224120 |
233
+ | 0.0987 | 0.6184 | 890 | 1.1098 | 47488104 |
234
+ | 0.1803 | 0.6219 | 895 | 1.1123 | 47761664 |
235
+ | 0.1065 | 0.6254 | 900 | 1.1133 | 48025424 |
236
+ | 0.1266 | 0.6288 | 905 | 1.1112 | 48295024 |
237
+ | 0.1368 | 0.6323 | 910 | 1.1097 | 48562064 |
238
+ | 0.1187 | 0.6358 | 915 | 1.1107 | 48834312 |
239
+ | 0.1107 | 0.6392 | 920 | 1.1098 | 49104304 |
240
+ | 0.0922 | 0.6427 | 925 | 1.1109 | 49364480 |
241
+ | 0.1475 | 0.6462 | 930 | 1.1108 | 49633208 |
242
+ | 0.1359 | 0.6497 | 935 | 1.1107 | 49900224 |
243
+ | 0.1054 | 0.6531 | 940 | 1.1103 | 50162168 |
244
+ | 0.1633 | 0.6566 | 945 | 1.1093 | 50424792 |
245
+ | 0.1458 | 0.6601 | 950 | 1.1089 | 50690664 |
246
+ | 0.1463 | 0.6636 | 955 | 1.1095 | 50960320 |
247
+ | 0.1265 | 0.6670 | 960 | 1.1102 | 51224304 |
248
+ | 0.1101 | 0.6705 | 965 | 1.1097 | 51493008 |
249
+ | 0.1343 | 0.6740 | 970 | 1.1084 | 51765072 |
250
+ | 0.15 | 0.6775 | 975 | 1.1090 | 52028408 |
251
+ | 0.087 | 0.6809 | 980 | 1.1098 | 52299504 |
252
+ | 0.0849 | 0.6844 | 985 | 1.1112 | 52561968 |
253
+ | 0.182 | 0.6879 | 990 | 1.1090 | 52842040 |
254
+ | 0.1282 | 0.6914 | 995 | 1.1067 | 53115192 |
255
+ | 0.2152 | 0.6948 | 1000 | 1.1083 | 53380920 |
256
+ | 0.1491 | 0.6983 | 1005 | 1.1085 | 53652824 |
257
+ | 0.1541 | 0.7018 | 1010 | 1.1057 | 53918616 |
258
+ | 0.1696 | 0.7053 | 1015 | 1.1087 | 54185648 |
259
+ | 0.1031 | 0.7087 | 1020 | 1.1117 | 54451312 |
260
+ | 0.1274 | 0.7122 | 1025 | 1.1091 | 54717184 |
261
+ | 0.1489 | 0.7157 | 1030 | 1.1071 | 54982624 |
262
+ | 0.1583 | 0.7192 | 1035 | 1.1072 | 55243168 |
263
+ | 0.1219 | 0.7226 | 1040 | 1.1080 | 55510800 |
264
+ | 0.1996 | 0.7261 | 1045 | 1.1059 | 55775848 |
265
+ | 0.143 | 0.7296 | 1050 | 1.1049 | 56045256 |
266
+ | 0.1711 | 0.7331 | 1055 | 1.1059 | 56304240 |
267
+ | 0.1012 | 0.7365 | 1060 | 1.1081 | 56573776 |
268
+ | 0.2096 | 0.7400 | 1065 | 1.1080 | 56836232 |
269
+ | 0.1923 | 0.7435 | 1070 | 1.1069 | 57101816 |
270
+ | 0.1474 | 0.7469 | 1075 | 1.1060 | 57371896 |
271
+ | 0.1008 | 0.7504 | 1080 | 1.1055 | 57630288 |
272
+ | 0.1554 | 0.7539 | 1085 | 1.1066 | 57893096 |
273
+ | 0.1386 | 0.7574 | 1090 | 1.1042 | 58163448 |
274
+ | 0.172 | 0.7608 | 1095 | 1.1038 | 58433704 |
275
+ | 0.1123 | 0.7643 | 1100 | 1.1043 | 58694928 |
276
+ | 0.1065 | 0.7678 | 1105 | 1.1057 | 58960912 |
277
+ | 0.1274 | 0.7713 | 1110 | 1.1052 | 59231656 |
278
+ | 0.1784 | 0.7747 | 1115 | 1.1041 | 59498952 |
279
+ | 0.1118 | 0.7782 | 1120 | 1.1050 | 59766192 |
280
+ | 0.0999 | 0.7817 | 1125 | 1.1070 | 60034984 |
281
+ | 0.1701 | 0.7852 | 1130 | 1.1068 | 60298864 |
282
+ | 0.1304 | 0.7886 | 1135 | 1.1046 | 60554536 |
283
+ | 0.1136 | 0.7921 | 1140 | 1.1044 | 60825952 |
284
+ | 0.1477 | 0.7956 | 1145 | 1.1059 | 61093632 |
285
+ | 0.1574 | 0.7991 | 1150 | 1.1040 | 61354432 |
286
+ | 0.1067 | 0.8025 | 1155 | 1.1033 | 61629080 |
287
+ | 0.1084 | 0.8060 | 1160 | 1.1041 | 61888184 |
288
+ | 0.1059 | 0.8095 | 1165 | 1.1044 | 62157080 |
289
+ | 0.0936 | 0.8130 | 1170 | 1.1043 | 62428792 |
290
+ | 0.1162 | 0.8164 | 1175 | 1.1048 | 62696264 |
291
+ | 0.1279 | 0.8199 | 1180 | 1.1050 | 62965832 |
292
+ | 0.1186 | 0.8234 | 1185 | 1.1049 | 63235528 |
293
+ | 0.1847 | 0.8269 | 1190 | 1.1028 | 63503776 |
294
+ | 0.1189 | 0.8303 | 1195 | 1.1030 | 63777592 |
295
+ | 0.1636 | 0.8338 | 1200 | 1.1044 | 64042352 |
296
+ | 0.1422 | 0.8373 | 1205 | 1.1037 | 64306016 |
297
+ | 0.1387 | 0.8408 | 1210 | 1.1016 | 64566472 |
298
+ | 0.1087 | 0.8442 | 1215 | 1.1013 | 64833320 |
299
+ | 0.1555 | 0.8477 | 1220 | 1.1044 | 65098616 |
300
+ | 0.132 | 0.8512 | 1225 | 1.1043 | 65367832 |
301
+ | 0.1313 | 0.8546 | 1230 | 1.1020 | 65636640 |
302
+ | 0.1466 | 0.8581 | 1235 | 1.1021 | 65900088 |
303
+ | 0.1255 | 0.8616 | 1240 | 1.1014 | 66162344 |
304
+ | 0.0911 | 0.8651 | 1245 | 1.1022 | 66429904 |
305
+ | 0.2198 | 0.8685 | 1250 | 1.1034 | 66695232 |
306
+ | 0.1598 | 0.8720 | 1255 | 1.1013 | 66968480 |
307
+ | 0.1646 | 0.8755 | 1260 | 1.1021 | 67233232 |
308
+ | 0.1366 | 0.8790 | 1265 | 1.1022 | 67504992 |
309
+ | 0.1414 | 0.8824 | 1270 | 1.1005 | 67770472 |
310
+ | 0.083 | 0.8859 | 1275 | 1.1003 | 68040968 |
311
+ | 0.1556 | 0.8894 | 1280 | 1.1020 | 68317000 |
312
+ | 0.108 | 0.8929 | 1285 | 1.1015 | 68579544 |
313
+ | 0.1578 | 0.8963 | 1290 | 1.1030 | 68847648 |
314
+ | 0.1366 | 0.8998 | 1295 | 1.1031 | 69114512 |
315
+ | 0.128 | 0.9033 | 1300 | 1.1004 | 69381320 |
316
+ | 0.0771 | 0.9068 | 1305 | 1.0987 | 69643160 |
317
+ | 0.112 | 0.9102 | 1310 | 1.1014 | 69904128 |
318
+ | 0.133 | 0.9137 | 1315 | 1.1014 | 70170896 |
319
+ | 0.1518 | 0.9172 | 1320 | 1.1006 | 70440888 |
320
+ | 0.1505 | 0.9207 | 1325 | 1.1015 | 70703464 |
321
+ | 0.136 | 0.9241 | 1330 | 1.1011 | 70968968 |
322
+ | 0.1939 | 0.9276 | 1335 | 1.0989 | 71236808 |
323
+ | 0.1456 | 0.9311 | 1340 | 1.0991 | 71504536 |
324
+ | 0.177 | 0.9346 | 1345 | 1.0995 | 71769160 |
325
+ | 0.0874 | 0.9380 | 1350 | 1.0995 | 72033360 |
326
+ | 0.1561 | 0.9415 | 1355 | 1.0997 | 72301896 |
327
+ | 0.1228 | 0.9450 | 1360 | 1.0997 | 72561256 |
328
+ | 0.2018 | 0.9485 | 1365 | 1.0993 | 72841832 |
329
+ | 0.1272 | 0.9519 | 1370 | 1.1000 | 73103080 |
330
+ | 0.1272 | 0.9554 | 1375 | 1.1011 | 73365168 |
331
+ | 0.1899 | 0.9589 | 1380 | 1.0984 | 73632632 |
332
+ | 0.1296 | 0.9623 | 1385 | 1.0982 | 73904920 |
333
+ | 0.1082 | 0.9658 | 1390 | 1.0994 | 74170664 |
334
+ | 0.1441 | 0.9693 | 1395 | 1.0994 | 74437648 |
335
+ | 0.1612 | 0.9728 | 1400 | 1.0992 | 74706752 |
336
+ | 0.1589 | 0.9762 | 1405 | 1.0998 | 74968824 |
337
+ | 0.1802 | 0.9797 | 1410 | 1.0997 | 75238720 |
338
+ | 0.1315 | 0.9832 | 1415 | 1.0990 | 75502440 |
339
+ | 0.121 | 0.9867 | 1420 | 1.0996 | 75769552 |
340
+ | 0.0828 | 0.9901 | 1425 | 1.1007 | 76032424 |
341
+ | 0.1775 | 0.9936 | 1430 | 1.1000 | 76301624 |
342
+ | 0.1629 | 0.9971 | 1435 | 1.0987 | 76569472 |
343
 
344
 
345
  ### Framework versions
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