{ "best_metric": 0.97535, "best_model_checkpoint": "models/camembert-allocine/checkpoint-5500", "epoch": 3.0, "global_step": 7500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.0000000000000001e-07, "loss": 0.6935, "step": 1 }, { "epoch": 0.0, "learning_rate": 1.0000000000000002e-06, "loss": 0.6941, "step": 10 }, { "epoch": 0.01, "learning_rate": 2.0000000000000003e-06, "loss": 0.6928, "step": 20 }, { "epoch": 0.01, "learning_rate": 3e-06, "loss": 0.6896, "step": 30 }, { "epoch": 0.02, "learning_rate": 4.000000000000001e-06, "loss": 0.6895, "step": 40 }, { "epoch": 0.02, "learning_rate": 5e-06, "loss": 0.6849, "step": 50 }, { "epoch": 0.02, "learning_rate": 6e-06, "loss": 0.6782, "step": 60 }, { "epoch": 0.03, "learning_rate": 7.000000000000001e-06, "loss": 0.6604, "step": 70 }, { "epoch": 0.03, "learning_rate": 8.000000000000001e-06, "loss": 0.6061, "step": 80 }, { "epoch": 0.04, "learning_rate": 9e-06, "loss": 0.499, "step": 90 }, { "epoch": 0.04, "learning_rate": 1e-05, "loss": 0.401, "step": 100 }, { "epoch": 0.04, "learning_rate": 1.1000000000000001e-05, "loss": 0.3412, "step": 110 }, { "epoch": 0.05, "learning_rate": 1.2e-05, "loss": 0.315, "step": 120 }, { "epoch": 0.05, "learning_rate": 1.3000000000000001e-05, "loss": 0.2725, "step": 130 }, { "epoch": 0.06, "learning_rate": 1.4000000000000001e-05, "loss": 0.224, "step": 140 }, { "epoch": 0.06, "learning_rate": 1.5e-05, "loss": 0.2441, "step": 150 }, { "epoch": 0.06, "learning_rate": 1.6000000000000003e-05, "loss": 0.2135, "step": 160 }, { "epoch": 0.07, "learning_rate": 1.7000000000000003e-05, "loss": 0.1807, "step": 170 }, { "epoch": 0.07, "learning_rate": 1.8e-05, "loss": 0.1957, "step": 180 }, { "epoch": 0.08, "learning_rate": 1.9e-05, "loss": 0.1938, "step": 190 }, { "epoch": 0.08, "learning_rate": 2e-05, "loss": 0.1525, "step": 200 }, { "epoch": 0.08, "learning_rate": 2.1e-05, "loss": 0.2019, "step": 210 }, { "epoch": 0.09, "learning_rate": 2.2000000000000003e-05, "loss": 0.1541, "step": 220 }, { "epoch": 0.09, "learning_rate": 2.3000000000000003e-05, "loss": 0.1988, "step": 230 }, { "epoch": 0.1, "learning_rate": 2.4e-05, "loss": 0.1404, "step": 240 }, { "epoch": 0.1, "learning_rate": 2.5e-05, "loss": 0.1522, "step": 250 }, { "epoch": 0.1, "learning_rate": 2.6000000000000002e-05, "loss": 0.2005, "step": 260 }, { "epoch": 0.11, "learning_rate": 2.7000000000000002e-05, "loss": 0.1869, "step": 270 }, { "epoch": 0.11, "learning_rate": 2.8000000000000003e-05, "loss": 0.1432, "step": 280 }, { "epoch": 0.12, "learning_rate": 2.9e-05, "loss": 0.1347, "step": 290 }, { "epoch": 0.12, "learning_rate": 3e-05, "loss": 0.1426, "step": 300 }, { "epoch": 0.12, "learning_rate": 3.1e-05, "loss": 0.1813, "step": 310 }, { "epoch": 0.13, "learning_rate": 3.2000000000000005e-05, "loss": 0.1467, "step": 320 }, { "epoch": 0.13, "learning_rate": 3.3e-05, "loss": 0.1573, "step": 330 }, { "epoch": 0.14, "learning_rate": 3.4000000000000007e-05, "loss": 0.1327, "step": 340 }, { "epoch": 0.14, "learning_rate": 3.5e-05, "loss": 0.1489, "step": 350 }, { "epoch": 0.14, "learning_rate": 3.6e-05, "loss": 0.1574, "step": 360 }, { "epoch": 0.15, "learning_rate": 3.7e-05, "loss": 0.1114, "step": 370 }, { "epoch": 0.15, "learning_rate": 3.8e-05, "loss": 0.185, "step": 380 }, { "epoch": 0.16, "learning_rate": 3.9000000000000006e-05, "loss": 0.1243, "step": 390 }, { "epoch": 0.16, "learning_rate": 4e-05, "loss": 0.1322, "step": 400 }, { "epoch": 0.16, "learning_rate": 4.1e-05, "loss": 0.0885, "step": 410 }, { "epoch": 0.17, "learning_rate": 4.2e-05, "loss": 0.1102, "step": 420 }, { "epoch": 0.17, "learning_rate": 4.3e-05, "loss": 0.1712, "step": 430 }, { "epoch": 0.18, "learning_rate": 4.4000000000000006e-05, "loss": 0.1227, "step": 440 }, { "epoch": 0.18, "learning_rate": 4.5e-05, "loss": 0.1395, "step": 450 }, { "epoch": 0.18, "learning_rate": 4.600000000000001e-05, "loss": 0.1377, "step": 460 }, { "epoch": 0.19, "learning_rate": 4.7e-05, "loss": 0.1266, "step": 470 }, { "epoch": 0.19, "learning_rate": 4.8e-05, "loss": 0.1347, "step": 480 }, { "epoch": 0.2, "learning_rate": 4.9e-05, "loss": 0.1257, "step": 490 }, { "epoch": 0.2, "learning_rate": 5e-05, "loss": 0.1276, "step": 500 }, { "epoch": 0.2, "eval_accuracy": 0.9623, "eval_f1": 0.9621637896427138, "eval_loss": 0.1187000721693039, "eval_precision": 0.9462100276352151, "eval_recall": 0.9786647611269906, "eval_runtime": 143.7296, "eval_samples_per_second": 139.15, "eval_steps_per_second": 8.697, "step": 500 }, { "epoch": 0.2, "learning_rate": 4.992857142857143e-05, "loss": 0.1576, "step": 510 }, { "epoch": 0.21, "learning_rate": 4.985714285714286e-05, "loss": 0.1211, "step": 520 }, { "epoch": 0.21, "learning_rate": 4.978571428571429e-05, "loss": 0.1075, "step": 530 }, { "epoch": 0.22, "learning_rate": 4.971428571428572e-05, "loss": 0.0756, "step": 540 }, { "epoch": 0.22, "learning_rate": 4.964285714285715e-05, "loss": 0.11, "step": 550 }, { "epoch": 0.22, "learning_rate": 4.957142857142857e-05, "loss": 0.0851, "step": 560 }, { "epoch": 0.23, "learning_rate": 4.9500000000000004e-05, "loss": 0.1322, "step": 570 }, { "epoch": 0.23, "learning_rate": 4.942857142857143e-05, "loss": 0.1639, "step": 580 }, { "epoch": 0.24, "learning_rate": 4.935714285714286e-05, "loss": 0.1211, "step": 590 }, { "epoch": 0.24, "learning_rate": 4.928571428571429e-05, "loss": 0.1551, "step": 600 }, { "epoch": 0.24, "learning_rate": 4.921428571428572e-05, "loss": 0.1461, "step": 610 }, { "epoch": 0.25, "learning_rate": 4.9142857142857144e-05, "loss": 0.1033, "step": 620 }, { "epoch": 0.25, "learning_rate": 4.9071428571428574e-05, "loss": 0.1334, "step": 630 }, { "epoch": 0.26, "learning_rate": 4.9e-05, "loss": 0.1236, "step": 640 }, { "epoch": 0.26, "learning_rate": 4.892857142857143e-05, "loss": 0.122, "step": 650 }, { "epoch": 0.26, "learning_rate": 4.885714285714286e-05, "loss": 0.1161, "step": 660 }, { "epoch": 0.27, "learning_rate": 4.878571428571429e-05, "loss": 0.111, "step": 670 }, { "epoch": 0.27, "learning_rate": 4.8714285714285714e-05, "loss": 0.0982, "step": 680 }, { "epoch": 0.28, "learning_rate": 4.8642857142857145e-05, "loss": 0.1537, "step": 690 }, { "epoch": 0.28, "learning_rate": 4.8571428571428576e-05, "loss": 0.0897, "step": 700 }, { "epoch": 0.28, "learning_rate": 4.85e-05, "loss": 0.0882, "step": 710 }, { "epoch": 0.29, "learning_rate": 4.842857142857143e-05, "loss": 0.1019, "step": 720 }, { "epoch": 0.29, "learning_rate": 4.835714285714286e-05, "loss": 0.121, "step": 730 }, { "epoch": 0.3, "learning_rate": 4.828571428571429e-05, "loss": 0.141, "step": 740 }, { "epoch": 0.3, "learning_rate": 4.8214285714285716e-05, "loss": 0.1218, "step": 750 }, { "epoch": 0.3, "learning_rate": 4.8142857142857147e-05, "loss": 0.1323, "step": 760 }, { "epoch": 0.31, "learning_rate": 4.807142857142857e-05, "loss": 0.1311, "step": 770 }, { "epoch": 0.31, "learning_rate": 4.8e-05, "loss": 0.1214, "step": 780 }, { "epoch": 0.32, "learning_rate": 4.7928571428571425e-05, "loss": 0.1176, "step": 790 }, { "epoch": 0.32, "learning_rate": 4.785714285714286e-05, "loss": 0.1178, "step": 800 }, { "epoch": 0.32, "learning_rate": 4.7785714285714287e-05, "loss": 0.1299, "step": 810 }, { "epoch": 0.33, "learning_rate": 4.771428571428572e-05, "loss": 0.1121, "step": 820 }, { "epoch": 0.33, "learning_rate": 4.764285714285715e-05, "loss": 0.0961, "step": 830 }, { "epoch": 0.34, "learning_rate": 4.757142857142857e-05, "loss": 0.0881, "step": 840 }, { "epoch": 0.34, "learning_rate": 4.75e-05, "loss": 0.1506, "step": 850 }, { "epoch": 0.34, "learning_rate": 4.742857142857143e-05, "loss": 0.0964, "step": 860 }, { "epoch": 0.35, "learning_rate": 4.7357142857142864e-05, "loss": 0.1096, "step": 870 }, { "epoch": 0.35, "learning_rate": 4.728571428571429e-05, "loss": 0.1127, "step": 880 }, { "epoch": 0.36, "learning_rate": 4.721428571428572e-05, "loss": 0.1004, "step": 890 }, { "epoch": 0.36, "learning_rate": 4.714285714285714e-05, "loss": 0.1168, "step": 900 }, { "epoch": 0.36, "learning_rate": 4.707142857142857e-05, "loss": 0.0914, "step": 910 }, { "epoch": 0.37, "learning_rate": 4.7e-05, "loss": 0.0927, "step": 920 }, { "epoch": 0.37, "learning_rate": 4.6928571428571435e-05, "loss": 0.1838, "step": 930 }, { "epoch": 0.38, "learning_rate": 4.685714285714286e-05, "loss": 0.1216, "step": 940 }, { "epoch": 0.38, "learning_rate": 4.678571428571429e-05, "loss": 0.0978, "step": 950 }, { "epoch": 0.38, "learning_rate": 4.671428571428571e-05, "loss": 0.1531, "step": 960 }, { "epoch": 0.39, "learning_rate": 4.6642857142857144e-05, "loss": 0.1033, "step": 970 }, { "epoch": 0.39, "learning_rate": 4.6571428571428575e-05, "loss": 0.1049, "step": 980 }, { "epoch": 0.4, "learning_rate": 4.6500000000000005e-05, "loss": 0.1052, "step": 990 }, { "epoch": 0.4, "learning_rate": 4.642857142857143e-05, "loss": 0.1013, "step": 1000 }, { "epoch": 0.4, "eval_accuracy": 0.9683, "eval_f1": 0.9674738354196594, "eval_loss": 0.09167405217885971, "eval_precision": 0.9724628712871287, "eval_recall": 0.9625357288689261, "eval_runtime": 143.8255, "eval_samples_per_second": 139.057, "eval_steps_per_second": 8.691, "step": 1000 }, { "epoch": 0.4, "learning_rate": 4.635714285714286e-05, "loss": 0.12, "step": 1010 }, { "epoch": 0.41, "learning_rate": 4.628571428571429e-05, "loss": 0.1522, "step": 1020 }, { "epoch": 0.41, "learning_rate": 4.6214285714285715e-05, "loss": 0.1069, "step": 1030 }, { "epoch": 0.42, "learning_rate": 4.6142857142857145e-05, "loss": 0.1176, "step": 1040 }, { "epoch": 0.42, "learning_rate": 4.607142857142857e-05, "loss": 0.1285, "step": 1050 }, { "epoch": 0.42, "learning_rate": 4.600000000000001e-05, "loss": 0.1146, "step": 1060 }, { "epoch": 0.43, "learning_rate": 4.592857142857143e-05, "loss": 0.0579, "step": 1070 }, { "epoch": 0.43, "learning_rate": 4.585714285714286e-05, "loss": 0.1004, "step": 1080 }, { "epoch": 0.44, "learning_rate": 4.5785714285714285e-05, "loss": 0.1088, "step": 1090 }, { "epoch": 0.44, "learning_rate": 4.5714285714285716e-05, "loss": 0.0889, "step": 1100 }, { "epoch": 0.44, "learning_rate": 4.564285714285714e-05, "loss": 0.0992, "step": 1110 }, { "epoch": 0.45, "learning_rate": 4.557142857142858e-05, "loss": 0.1041, "step": 1120 }, { "epoch": 0.45, "learning_rate": 4.55e-05, "loss": 0.1211, "step": 1130 }, { "epoch": 0.46, "learning_rate": 4.542857142857143e-05, "loss": 0.1122, "step": 1140 }, { "epoch": 0.46, "learning_rate": 4.5357142857142856e-05, "loss": 0.0959, "step": 1150 }, { "epoch": 0.46, "learning_rate": 4.528571428571429e-05, "loss": 0.0772, "step": 1160 }, { "epoch": 0.47, "learning_rate": 4.521428571428572e-05, "loss": 0.1671, "step": 1170 }, { "epoch": 0.47, "learning_rate": 4.514285714285714e-05, "loss": 0.1093, "step": 1180 }, { "epoch": 0.48, "learning_rate": 4.507142857142858e-05, "loss": 0.1037, "step": 1190 }, { "epoch": 0.48, "learning_rate": 4.5e-05, "loss": 0.1003, "step": 1200 }, { "epoch": 0.48, "learning_rate": 4.4928571428571434e-05, "loss": 0.1099, "step": 1210 }, { "epoch": 0.49, "learning_rate": 4.485714285714286e-05, "loss": 0.081, "step": 1220 }, { "epoch": 0.49, "learning_rate": 4.478571428571429e-05, "loss": 0.1598, "step": 1230 }, { "epoch": 0.5, "learning_rate": 4.471428571428571e-05, "loss": 0.0956, "step": 1240 }, { "epoch": 0.5, "learning_rate": 4.464285714285715e-05, "loss": 0.094, "step": 1250 }, { "epoch": 0.5, "learning_rate": 4.4571428571428574e-05, "loss": 0.1015, "step": 1260 }, { "epoch": 0.51, "learning_rate": 4.4500000000000004e-05, "loss": 0.1213, "step": 1270 }, { "epoch": 0.51, "learning_rate": 4.442857142857143e-05, "loss": 0.0803, "step": 1280 }, { "epoch": 0.52, "learning_rate": 4.435714285714286e-05, "loss": 0.1084, "step": 1290 }, { "epoch": 0.52, "learning_rate": 4.428571428571428e-05, "loss": 0.0804, "step": 1300 }, { "epoch": 0.52, "learning_rate": 4.4214285714285714e-05, "loss": 0.0706, "step": 1310 }, { "epoch": 0.53, "learning_rate": 4.4142857142857144e-05, "loss": 0.1034, "step": 1320 }, { "epoch": 0.53, "learning_rate": 4.4071428571428575e-05, "loss": 0.0871, "step": 1330 }, { "epoch": 0.54, "learning_rate": 4.4000000000000006e-05, "loss": 0.0836, "step": 1340 }, { "epoch": 0.54, "learning_rate": 4.392857142857143e-05, "loss": 0.0856, "step": 1350 }, { "epoch": 0.54, "learning_rate": 4.385714285714286e-05, "loss": 0.0981, "step": 1360 }, { "epoch": 0.55, "learning_rate": 4.3785714285714284e-05, "loss": 0.1054, "step": 1370 }, { "epoch": 0.55, "learning_rate": 4.371428571428572e-05, "loss": 0.0895, "step": 1380 }, { "epoch": 0.56, "learning_rate": 4.3642857142857146e-05, "loss": 0.0943, "step": 1390 }, { "epoch": 0.56, "learning_rate": 4.3571428571428576e-05, "loss": 0.0527, "step": 1400 }, { "epoch": 0.56, "learning_rate": 4.35e-05, "loss": 0.0798, "step": 1410 }, { "epoch": 0.57, "learning_rate": 4.342857142857143e-05, "loss": 0.0954, "step": 1420 }, { "epoch": 0.57, "learning_rate": 4.3357142857142855e-05, "loss": 0.1228, "step": 1430 }, { "epoch": 0.58, "learning_rate": 4.328571428571429e-05, "loss": 0.0912, "step": 1440 }, { "epoch": 0.58, "learning_rate": 4.3214285714285716e-05, "loss": 0.081, "step": 1450 }, { "epoch": 0.58, "learning_rate": 4.314285714285715e-05, "loss": 0.1376, "step": 1460 }, { "epoch": 0.59, "learning_rate": 4.307142857142857e-05, "loss": 0.1039, "step": 1470 }, { "epoch": 0.59, "learning_rate": 4.3e-05, "loss": 0.121, "step": 1480 }, { "epoch": 0.6, "learning_rate": 4.292857142857143e-05, "loss": 0.0621, "step": 1490 }, { "epoch": 0.6, "learning_rate": 4.2857142857142856e-05, "loss": 0.1254, "step": 1500 }, { "epoch": 0.6, "eval_accuracy": 0.9701, "eval_f1": 0.9697979797979798, "eval_loss": 0.08888383954763412, "eval_precision": 0.9597161135545782, "eval_recall": 0.9800939158840343, "eval_runtime": 143.8997, "eval_samples_per_second": 138.986, "eval_steps_per_second": 8.687, "step": 1500 }, { "epoch": 0.6, "learning_rate": 4.278571428571429e-05, "loss": 0.1127, "step": 1510 }, { "epoch": 0.61, "learning_rate": 4.271428571428572e-05, "loss": 0.0865, "step": 1520 }, { "epoch": 0.61, "learning_rate": 4.264285714285715e-05, "loss": 0.1063, "step": 1530 }, { "epoch": 0.62, "learning_rate": 4.257142857142857e-05, "loss": 0.0945, "step": 1540 }, { "epoch": 0.62, "learning_rate": 4.25e-05, "loss": 0.1045, "step": 1550 }, { "epoch": 0.62, "learning_rate": 4.242857142857143e-05, "loss": 0.0997, "step": 1560 }, { "epoch": 0.63, "learning_rate": 4.2357142857142864e-05, "loss": 0.1338, "step": 1570 }, { "epoch": 0.63, "learning_rate": 4.228571428571429e-05, "loss": 0.125, "step": 1580 }, { "epoch": 0.64, "learning_rate": 4.221428571428572e-05, "loss": 0.11, "step": 1590 }, { "epoch": 0.64, "learning_rate": 4.214285714285714e-05, "loss": 0.0997, "step": 1600 }, { "epoch": 0.64, "learning_rate": 4.2071428571428574e-05, "loss": 0.0786, "step": 1610 }, { "epoch": 0.65, "learning_rate": 4.2e-05, "loss": 0.1165, "step": 1620 }, { "epoch": 0.65, "learning_rate": 4.192857142857143e-05, "loss": 0.0917, "step": 1630 }, { "epoch": 0.66, "learning_rate": 4.185714285714286e-05, "loss": 0.1007, "step": 1640 }, { "epoch": 0.66, "learning_rate": 4.178571428571429e-05, "loss": 0.0941, "step": 1650 }, { "epoch": 0.66, "learning_rate": 4.1714285714285714e-05, "loss": 0.1163, "step": 1660 }, { "epoch": 0.67, "learning_rate": 4.1642857142857144e-05, "loss": 0.1007, "step": 1670 }, { "epoch": 0.67, "learning_rate": 4.1571428571428575e-05, "loss": 0.1057, "step": 1680 }, { "epoch": 0.68, "learning_rate": 4.15e-05, "loss": 0.0845, "step": 1690 }, { "epoch": 0.68, "learning_rate": 4.1428571428571437e-05, "loss": 0.1117, "step": 1700 }, { "epoch": 0.68, "learning_rate": 4.135714285714286e-05, "loss": 0.1128, "step": 1710 }, { "epoch": 0.69, "learning_rate": 4.128571428571429e-05, "loss": 0.1154, "step": 1720 }, { "epoch": 0.69, "learning_rate": 4.1214285714285715e-05, "loss": 0.1067, "step": 1730 }, { "epoch": 0.7, "learning_rate": 4.1142857142857146e-05, "loss": 0.0921, "step": 1740 }, { "epoch": 0.7, "learning_rate": 4.107142857142857e-05, "loss": 0.0756, "step": 1750 }, { "epoch": 0.7, "learning_rate": 4.1e-05, "loss": 0.0892, "step": 1760 }, { "epoch": 0.71, "learning_rate": 4.092857142857143e-05, "loss": 0.1378, "step": 1770 }, { "epoch": 0.71, "learning_rate": 4.085714285714286e-05, "loss": 0.085, "step": 1780 }, { "epoch": 0.72, "learning_rate": 4.0785714285714286e-05, "loss": 0.094, "step": 1790 }, { "epoch": 0.72, "learning_rate": 4.0714285714285717e-05, "loss": 0.0891, "step": 1800 }, { "epoch": 0.72, "learning_rate": 4.064285714285714e-05, "loss": 0.1294, "step": 1810 }, { "epoch": 0.73, "learning_rate": 4.057142857142857e-05, "loss": 0.1448, "step": 1820 }, { "epoch": 0.73, "learning_rate": 4.05e-05, "loss": 0.1177, "step": 1830 }, { "epoch": 0.74, "learning_rate": 4.042857142857143e-05, "loss": 0.0911, "step": 1840 }, { "epoch": 0.74, "learning_rate": 4.035714285714286e-05, "loss": 0.1022, "step": 1850 }, { "epoch": 0.74, "learning_rate": 4.028571428571429e-05, "loss": 0.1287, "step": 1860 }, { "epoch": 0.75, "learning_rate": 4.021428571428572e-05, "loss": 0.107, "step": 1870 }, { "epoch": 0.75, "learning_rate": 4.014285714285714e-05, "loss": 0.0787, "step": 1880 }, { "epoch": 0.76, "learning_rate": 4.007142857142857e-05, "loss": 0.1115, "step": 1890 }, { "epoch": 0.76, "learning_rate": 4e-05, "loss": 0.0864, "step": 1900 }, { "epoch": 0.76, "learning_rate": 3.9928571428571434e-05, "loss": 0.1156, "step": 1910 }, { "epoch": 0.77, "learning_rate": 3.985714285714286e-05, "loss": 0.0898, "step": 1920 }, { "epoch": 0.77, "learning_rate": 3.978571428571429e-05, "loss": 0.0928, "step": 1930 }, { "epoch": 0.78, "learning_rate": 3.971428571428571e-05, "loss": 0.1011, "step": 1940 }, { "epoch": 0.78, "learning_rate": 3.964285714285714e-05, "loss": 0.0862, "step": 1950 }, { "epoch": 0.78, "learning_rate": 3.9571428571428574e-05, "loss": 0.0858, "step": 1960 }, { "epoch": 0.79, "learning_rate": 3.9500000000000005e-05, "loss": 0.0593, "step": 1970 }, { "epoch": 0.79, "learning_rate": 3.942857142857143e-05, "loss": 0.156, "step": 1980 }, { "epoch": 0.8, "learning_rate": 3.935714285714286e-05, "loss": 0.0998, "step": 1990 }, { "epoch": 0.8, "learning_rate": 3.928571428571429e-05, "loss": 0.1004, "step": 2000 }, { "epoch": 0.8, "eval_accuracy": 0.97155, "eval_f1": 0.9709025824597288, "eval_loss": 0.07919494062662125, "eval_precision": 0.9727431089250947, "eval_recall": 0.9690690077582687, "eval_runtime": 144.0168, "eval_samples_per_second": 138.873, "eval_steps_per_second": 8.68, "step": 2000 }, { "epoch": 0.8, "learning_rate": 3.9214285714285714e-05, "loss": 0.11, "step": 2010 }, { "epoch": 0.81, "learning_rate": 3.9142857142857145e-05, "loss": 0.1417, "step": 2020 }, { "epoch": 0.81, "learning_rate": 3.9071428571428575e-05, "loss": 0.09, "step": 2030 }, { "epoch": 0.82, "learning_rate": 3.9000000000000006e-05, "loss": 0.0834, "step": 2040 }, { "epoch": 0.82, "learning_rate": 3.892857142857143e-05, "loss": 0.0806, "step": 2050 }, { "epoch": 0.82, "learning_rate": 3.885714285714286e-05, "loss": 0.1456, "step": 2060 }, { "epoch": 0.83, "learning_rate": 3.8785714285714285e-05, "loss": 0.0933, "step": 2070 }, { "epoch": 0.83, "learning_rate": 3.8714285714285715e-05, "loss": 0.074, "step": 2080 }, { "epoch": 0.84, "learning_rate": 3.8642857142857146e-05, "loss": 0.0742, "step": 2090 }, { "epoch": 0.84, "learning_rate": 3.857142857142858e-05, "loss": 0.1136, "step": 2100 }, { "epoch": 0.84, "learning_rate": 3.85e-05, "loss": 0.0839, "step": 2110 }, { "epoch": 0.85, "learning_rate": 3.842857142857143e-05, "loss": 0.0984, "step": 2120 }, { "epoch": 0.85, "learning_rate": 3.8357142857142855e-05, "loss": 0.074, "step": 2130 }, { "epoch": 0.86, "learning_rate": 3.8285714285714286e-05, "loss": 0.0982, "step": 2140 }, { "epoch": 0.86, "learning_rate": 3.821428571428572e-05, "loss": 0.0817, "step": 2150 }, { "epoch": 0.86, "learning_rate": 3.814285714285715e-05, "loss": 0.0818, "step": 2160 }, { "epoch": 0.87, "learning_rate": 3.807142857142857e-05, "loss": 0.0855, "step": 2170 }, { "epoch": 0.87, "learning_rate": 3.8e-05, "loss": 0.0753, "step": 2180 }, { "epoch": 0.88, "learning_rate": 3.792857142857143e-05, "loss": 0.0952, "step": 2190 }, { "epoch": 0.88, "learning_rate": 3.785714285714286e-05, "loss": 0.1329, "step": 2200 }, { "epoch": 0.88, "learning_rate": 3.778571428571429e-05, "loss": 0.0793, "step": 2210 }, { "epoch": 0.89, "learning_rate": 3.771428571428572e-05, "loss": 0.0841, "step": 2220 }, { "epoch": 0.89, "learning_rate": 3.764285714285715e-05, "loss": 0.1033, "step": 2230 }, { "epoch": 0.9, "learning_rate": 3.757142857142857e-05, "loss": 0.1023, "step": 2240 }, { "epoch": 0.9, "learning_rate": 3.7500000000000003e-05, "loss": 0.1064, "step": 2250 }, { "epoch": 0.9, "learning_rate": 3.742857142857143e-05, "loss": 0.0712, "step": 2260 }, { "epoch": 0.91, "learning_rate": 3.735714285714286e-05, "loss": 0.0812, "step": 2270 }, { "epoch": 0.91, "learning_rate": 3.728571428571428e-05, "loss": 0.0941, "step": 2280 }, { "epoch": 0.92, "learning_rate": 3.721428571428572e-05, "loss": 0.0872, "step": 2290 }, { "epoch": 0.92, "learning_rate": 3.7142857142857143e-05, "loss": 0.0823, "step": 2300 }, { "epoch": 0.92, "learning_rate": 3.7071428571428574e-05, "loss": 0.0981, "step": 2310 }, { "epoch": 0.93, "learning_rate": 3.7e-05, "loss": 0.0975, "step": 2320 }, { "epoch": 0.93, "learning_rate": 3.692857142857143e-05, "loss": 0.0938, "step": 2330 }, { "epoch": 0.94, "learning_rate": 3.685714285714286e-05, "loss": 0.1076, "step": 2340 }, { "epoch": 0.94, "learning_rate": 3.678571428571429e-05, "loss": 0.1094, "step": 2350 }, { "epoch": 0.94, "learning_rate": 3.671428571428572e-05, "loss": 0.0873, "step": 2360 }, { "epoch": 0.95, "learning_rate": 3.6642857142857145e-05, "loss": 0.096, "step": 2370 }, { "epoch": 0.95, "learning_rate": 3.6571428571428576e-05, "loss": 0.0948, "step": 2380 }, { "epoch": 0.96, "learning_rate": 3.65e-05, "loss": 0.0732, "step": 2390 }, { "epoch": 0.96, "learning_rate": 3.642857142857143e-05, "loss": 0.0766, "step": 2400 }, { "epoch": 0.96, "learning_rate": 3.6357142857142854e-05, "loss": 0.1156, "step": 2410 }, { "epoch": 0.97, "learning_rate": 3.628571428571429e-05, "loss": 0.0823, "step": 2420 }, { "epoch": 0.97, "learning_rate": 3.6214285714285716e-05, "loss": 0.0863, "step": 2430 }, { "epoch": 0.98, "learning_rate": 3.6142857142857146e-05, "loss": 0.0995, "step": 2440 }, { "epoch": 0.98, "learning_rate": 3.607142857142857e-05, "loss": 0.0843, "step": 2450 }, { "epoch": 0.98, "learning_rate": 3.6e-05, "loss": 0.1004, "step": 2460 }, { "epoch": 0.99, "learning_rate": 3.5928571428571425e-05, "loss": 0.0807, "step": 2470 }, { "epoch": 0.99, "learning_rate": 3.585714285714286e-05, "loss": 0.1013, "step": 2480 }, { "epoch": 1.0, "learning_rate": 3.5785714285714286e-05, "loss": 0.0728, "step": 2490 }, { "epoch": 1.0, "learning_rate": 3.571428571428572e-05, "loss": 0.1149, "step": 2500 }, { "epoch": 1.0, "eval_accuracy": 0.9727, "eval_f1": 0.9722758200467146, "eval_loss": 0.07623879611492157, "eval_precision": 0.9672661143665386, "eval_recall": 0.9773376888525929, "eval_runtime": 144.3048, "eval_samples_per_second": 138.595, "eval_steps_per_second": 8.662, "step": 2500 }, { "epoch": 1.0, "learning_rate": 3.564285714285715e-05, "loss": 0.0565, "step": 2510 }, { "epoch": 1.01, "learning_rate": 3.557142857142857e-05, "loss": 0.0491, "step": 2520 }, { "epoch": 1.01, "learning_rate": 3.55e-05, "loss": 0.0437, "step": 2530 }, { "epoch": 1.02, "learning_rate": 3.5428571428571426e-05, "loss": 0.0413, "step": 2540 }, { "epoch": 1.02, "learning_rate": 3.5357142857142864e-05, "loss": 0.0885, "step": 2550 }, { "epoch": 1.02, "learning_rate": 3.528571428571429e-05, "loss": 0.0708, "step": 2560 }, { "epoch": 1.03, "learning_rate": 3.521428571428572e-05, "loss": 0.0559, "step": 2570 }, { "epoch": 1.03, "learning_rate": 3.514285714285714e-05, "loss": 0.0744, "step": 2580 }, { "epoch": 1.04, "learning_rate": 3.507142857142857e-05, "loss": 0.1189, "step": 2590 }, { "epoch": 1.04, "learning_rate": 3.5e-05, "loss": 0.0642, "step": 2600 }, { "epoch": 1.04, "learning_rate": 3.4928571428571434e-05, "loss": 0.0489, "step": 2610 }, { "epoch": 1.05, "learning_rate": 3.485714285714286e-05, "loss": 0.0724, "step": 2620 }, { "epoch": 1.05, "learning_rate": 3.478571428571429e-05, "loss": 0.0659, "step": 2630 }, { "epoch": 1.06, "learning_rate": 3.471428571428571e-05, "loss": 0.0704, "step": 2640 }, { "epoch": 1.06, "learning_rate": 3.4642857142857144e-05, "loss": 0.067, "step": 2650 }, { "epoch": 1.06, "learning_rate": 3.4571428571428574e-05, "loss": 0.0769, "step": 2660 }, { "epoch": 1.07, "learning_rate": 3.45e-05, "loss": 0.0436, "step": 2670 }, { "epoch": 1.07, "learning_rate": 3.442857142857143e-05, "loss": 0.037, "step": 2680 }, { "epoch": 1.08, "learning_rate": 3.435714285714286e-05, "loss": 0.0582, "step": 2690 }, { "epoch": 1.08, "learning_rate": 3.428571428571429e-05, "loss": 0.0721, "step": 2700 }, { "epoch": 1.08, "learning_rate": 3.4214285714285714e-05, "loss": 0.0517, "step": 2710 }, { "epoch": 1.09, "learning_rate": 3.4142857142857145e-05, "loss": 0.0628, "step": 2720 }, { "epoch": 1.09, "learning_rate": 3.407142857142857e-05, "loss": 0.0336, "step": 2730 }, { "epoch": 1.1, "learning_rate": 3.4000000000000007e-05, "loss": 0.0706, "step": 2740 }, { "epoch": 1.1, "learning_rate": 3.392857142857143e-05, "loss": 0.0592, "step": 2750 }, { "epoch": 1.1, "learning_rate": 3.385714285714286e-05, "loss": 0.0371, "step": 2760 }, { "epoch": 1.11, "learning_rate": 3.3785714285714285e-05, "loss": 0.0399, "step": 2770 }, { "epoch": 1.11, "learning_rate": 3.3714285714285716e-05, "loss": 0.0688, "step": 2780 }, { "epoch": 1.12, "learning_rate": 3.364285714285714e-05, "loss": 0.0441, "step": 2790 }, { "epoch": 1.12, "learning_rate": 3.357142857142857e-05, "loss": 0.0748, "step": 2800 }, { "epoch": 1.12, "learning_rate": 3.35e-05, "loss": 0.0674, "step": 2810 }, { "epoch": 1.13, "learning_rate": 3.342857142857143e-05, "loss": 0.048, "step": 2820 }, { "epoch": 1.13, "learning_rate": 3.3357142857142856e-05, "loss": 0.0591, "step": 2830 }, { "epoch": 1.14, "learning_rate": 3.3285714285714286e-05, "loss": 0.0531, "step": 2840 }, { "epoch": 1.14, "learning_rate": 3.321428571428572e-05, "loss": 0.0686, "step": 2850 }, { "epoch": 1.14, "learning_rate": 3.314285714285714e-05, "loss": 0.0838, "step": 2860 }, { "epoch": 1.15, "learning_rate": 3.307142857142858e-05, "loss": 0.0522, "step": 2870 }, { "epoch": 1.15, "learning_rate": 3.3e-05, "loss": 0.0731, "step": 2880 }, { "epoch": 1.16, "learning_rate": 3.292857142857143e-05, "loss": 0.083, "step": 2890 }, { "epoch": 1.16, "learning_rate": 3.285714285714286e-05, "loss": 0.0674, "step": 2900 }, { "epoch": 1.16, "learning_rate": 3.278571428571429e-05, "loss": 0.0663, "step": 2910 }, { "epoch": 1.17, "learning_rate": 3.271428571428571e-05, "loss": 0.0508, "step": 2920 }, { "epoch": 1.17, "learning_rate": 3.264285714285714e-05, "loss": 0.0453, "step": 2930 }, { "epoch": 1.18, "learning_rate": 3.257142857142857e-05, "loss": 0.0885, "step": 2940 }, { "epoch": 1.18, "learning_rate": 3.2500000000000004e-05, "loss": 0.0624, "step": 2950 }, { "epoch": 1.18, "learning_rate": 3.242857142857143e-05, "loss": 0.0683, "step": 2960 }, { "epoch": 1.19, "learning_rate": 3.235714285714286e-05, "loss": 0.0414, "step": 2970 }, { "epoch": 1.19, "learning_rate": 3.228571428571428e-05, "loss": 0.0502, "step": 2980 }, { "epoch": 1.2, "learning_rate": 3.221428571428571e-05, "loss": 0.0723, "step": 2990 }, { "epoch": 1.2, "learning_rate": 3.2142857142857144e-05, "loss": 0.0574, "step": 3000 }, { "epoch": 1.2, "eval_accuracy": 0.9733, "eval_f1": 0.9728851426830506, "eval_loss": 0.08491361886262894, "eval_precision": 0.967872297433825, "eval_recall": 0.9779501837484688, "eval_runtime": 143.6357, "eval_samples_per_second": 139.241, "eval_steps_per_second": 8.703, "step": 3000 }, { "epoch": 1.2, "learning_rate": 3.2071428571428575e-05, "loss": 0.0557, "step": 3010 }, { "epoch": 1.21, "learning_rate": 3.2000000000000005e-05, "loss": 0.0725, "step": 3020 }, { "epoch": 1.21, "learning_rate": 3.192857142857143e-05, "loss": 0.0385, "step": 3030 }, { "epoch": 1.22, "learning_rate": 3.185714285714286e-05, "loss": 0.0617, "step": 3040 }, { "epoch": 1.22, "learning_rate": 3.1785714285714284e-05, "loss": 0.0701, "step": 3050 }, { "epoch": 1.22, "learning_rate": 3.1714285714285715e-05, "loss": 0.0396, "step": 3060 }, { "epoch": 1.23, "learning_rate": 3.1642857142857145e-05, "loss": 0.0699, "step": 3070 }, { "epoch": 1.23, "learning_rate": 3.1571428571428576e-05, "loss": 0.0897, "step": 3080 }, { "epoch": 1.24, "learning_rate": 3.15e-05, "loss": 0.0548, "step": 3090 }, { "epoch": 1.24, "learning_rate": 3.142857142857143e-05, "loss": 0.0585, "step": 3100 }, { "epoch": 1.24, "learning_rate": 3.1357142857142855e-05, "loss": 0.0447, "step": 3110 }, { "epoch": 1.25, "learning_rate": 3.1285714285714285e-05, "loss": 0.0511, "step": 3120 }, { "epoch": 1.25, "learning_rate": 3.1214285714285716e-05, "loss": 0.0925, "step": 3130 }, { "epoch": 1.26, "learning_rate": 3.114285714285715e-05, "loss": 0.0486, "step": 3140 }, { "epoch": 1.26, "learning_rate": 3.107142857142857e-05, "loss": 0.0983, "step": 3150 }, { "epoch": 1.26, "learning_rate": 3.1e-05, "loss": 0.0499, "step": 3160 }, { "epoch": 1.27, "learning_rate": 3.092857142857143e-05, "loss": 0.0446, "step": 3170 }, { "epoch": 1.27, "learning_rate": 3.0857142857142856e-05, "loss": 0.0739, "step": 3180 }, { "epoch": 1.28, "learning_rate": 3.078571428571429e-05, "loss": 0.0494, "step": 3190 }, { "epoch": 1.28, "learning_rate": 3.071428571428572e-05, "loss": 0.0454, "step": 3200 }, { "epoch": 1.28, "learning_rate": 3.064285714285715e-05, "loss": 0.0686, "step": 3210 }, { "epoch": 1.29, "learning_rate": 3.057142857142857e-05, "loss": 0.053, "step": 3220 }, { "epoch": 1.29, "learning_rate": 3.05e-05, "loss": 0.0569, "step": 3230 }, { "epoch": 1.3, "learning_rate": 3.042857142857143e-05, "loss": 0.07, "step": 3240 }, { "epoch": 1.3, "learning_rate": 3.0357142857142857e-05, "loss": 0.0395, "step": 3250 }, { "epoch": 1.3, "learning_rate": 3.0285714285714288e-05, "loss": 0.0537, "step": 3260 }, { "epoch": 1.31, "learning_rate": 3.021428571428572e-05, "loss": 0.0792, "step": 3270 }, { "epoch": 1.31, "learning_rate": 3.0142857142857146e-05, "loss": 0.0661, "step": 3280 }, { "epoch": 1.32, "learning_rate": 3.0071428571428573e-05, "loss": 0.0864, "step": 3290 }, { "epoch": 1.32, "learning_rate": 3e-05, "loss": 0.0585, "step": 3300 }, { "epoch": 1.32, "learning_rate": 2.9928571428571428e-05, "loss": 0.0613, "step": 3310 }, { "epoch": 1.33, "learning_rate": 2.9857142857142862e-05, "loss": 0.0802, "step": 3320 }, { "epoch": 1.33, "learning_rate": 2.978571428571429e-05, "loss": 0.0416, "step": 3330 }, { "epoch": 1.34, "learning_rate": 2.9714285714285717e-05, "loss": 0.0431, "step": 3340 }, { "epoch": 1.34, "learning_rate": 2.9642857142857144e-05, "loss": 0.0397, "step": 3350 }, { "epoch": 1.34, "learning_rate": 2.957142857142857e-05, "loss": 0.0487, "step": 3360 }, { "epoch": 1.35, "learning_rate": 2.95e-05, "loss": 0.0181, "step": 3370 }, { "epoch": 1.35, "learning_rate": 2.9428571428571426e-05, "loss": 0.062, "step": 3380 }, { "epoch": 1.36, "learning_rate": 2.935714285714286e-05, "loss": 0.0544, "step": 3390 }, { "epoch": 1.36, "learning_rate": 2.9285714285714288e-05, "loss": 0.0445, "step": 3400 }, { "epoch": 1.36, "learning_rate": 2.9214285714285715e-05, "loss": 0.0718, "step": 3410 }, { "epoch": 1.37, "learning_rate": 2.9142857142857146e-05, "loss": 0.0539, "step": 3420 }, { "epoch": 1.37, "learning_rate": 2.9071428571428573e-05, "loss": 0.0693, "step": 3430 }, { "epoch": 1.38, "learning_rate": 2.9e-05, "loss": 0.0527, "step": 3440 }, { "epoch": 1.38, "learning_rate": 2.8928571428571434e-05, "loss": 0.0507, "step": 3450 }, { "epoch": 1.38, "learning_rate": 2.885714285714286e-05, "loss": 0.051, "step": 3460 }, { "epoch": 1.39, "learning_rate": 2.878571428571429e-05, "loss": 0.0748, "step": 3470 }, { "epoch": 1.39, "learning_rate": 2.8714285714285716e-05, "loss": 0.0761, "step": 3480 }, { "epoch": 1.4, "learning_rate": 2.8642857142857144e-05, "loss": 0.0482, "step": 3490 }, { "epoch": 1.4, "learning_rate": 2.857142857142857e-05, "loss": 0.0394, "step": 3500 }, { "epoch": 1.4, "eval_accuracy": 0.97175, "eval_f1": 0.9715236127211331, "eval_loss": 0.10262948274612427, "eval_precision": 0.9594823295171727, "eval_recall": 0.9838709677419355, "eval_runtime": 143.9773, "eval_samples_per_second": 138.911, "eval_steps_per_second": 8.682, "step": 3500 }, { "epoch": 1.4, "learning_rate": 2.8499999999999998e-05, "loss": 0.0865, "step": 3510 }, { "epoch": 1.41, "learning_rate": 2.8428571428571432e-05, "loss": 0.0864, "step": 3520 }, { "epoch": 1.41, "learning_rate": 2.835714285714286e-05, "loss": 0.0397, "step": 3530 }, { "epoch": 1.42, "learning_rate": 2.8285714285714287e-05, "loss": 0.0672, "step": 3540 }, { "epoch": 1.42, "learning_rate": 2.8214285714285714e-05, "loss": 0.0818, "step": 3550 }, { "epoch": 1.42, "learning_rate": 2.814285714285714e-05, "loss": 0.0534, "step": 3560 }, { "epoch": 1.43, "learning_rate": 2.8071428571428572e-05, "loss": 0.0692, "step": 3570 }, { "epoch": 1.43, "learning_rate": 2.8000000000000003e-05, "loss": 0.0672, "step": 3580 }, { "epoch": 1.44, "learning_rate": 2.792857142857143e-05, "loss": 0.0511, "step": 3590 }, { "epoch": 1.44, "learning_rate": 2.785714285714286e-05, "loss": 0.0561, "step": 3600 }, { "epoch": 1.44, "learning_rate": 2.778571428571429e-05, "loss": 0.0598, "step": 3610 }, { "epoch": 1.45, "learning_rate": 2.7714285714285716e-05, "loss": 0.0845, "step": 3620 }, { "epoch": 1.45, "learning_rate": 2.7642857142857143e-05, "loss": 0.0652, "step": 3630 }, { "epoch": 1.46, "learning_rate": 2.757142857142857e-05, "loss": 0.0541, "step": 3640 }, { "epoch": 1.46, "learning_rate": 2.7500000000000004e-05, "loss": 0.0589, "step": 3650 }, { "epoch": 1.46, "learning_rate": 2.742857142857143e-05, "loss": 0.0451, "step": 3660 }, { "epoch": 1.47, "learning_rate": 2.735714285714286e-05, "loss": 0.0766, "step": 3670 }, { "epoch": 1.47, "learning_rate": 2.7285714285714286e-05, "loss": 0.0479, "step": 3680 }, { "epoch": 1.48, "learning_rate": 2.7214285714285714e-05, "loss": 0.0691, "step": 3690 }, { "epoch": 1.48, "learning_rate": 2.714285714285714e-05, "loss": 0.0606, "step": 3700 }, { "epoch": 1.48, "learning_rate": 2.7071428571428575e-05, "loss": 0.0692, "step": 3710 }, { "epoch": 1.49, "learning_rate": 2.7000000000000002e-05, "loss": 0.0451, "step": 3720 }, { "epoch": 1.49, "learning_rate": 2.692857142857143e-05, "loss": 0.0628, "step": 3730 }, { "epoch": 1.5, "learning_rate": 2.6857142857142857e-05, "loss": 0.0745, "step": 3740 }, { "epoch": 1.5, "learning_rate": 2.6785714285714288e-05, "loss": 0.0616, "step": 3750 }, { "epoch": 1.5, "learning_rate": 2.6714285714285715e-05, "loss": 0.0728, "step": 3760 }, { "epoch": 1.51, "learning_rate": 2.6642857142857142e-05, "loss": 0.0512, "step": 3770 }, { "epoch": 1.51, "learning_rate": 2.6571428571428576e-05, "loss": 0.0511, "step": 3780 }, { "epoch": 1.52, "learning_rate": 2.6500000000000004e-05, "loss": 0.036, "step": 3790 }, { "epoch": 1.52, "learning_rate": 2.642857142857143e-05, "loss": 0.0438, "step": 3800 }, { "epoch": 1.52, "learning_rate": 2.635714285714286e-05, "loss": 0.0602, "step": 3810 }, { "epoch": 1.53, "learning_rate": 2.6285714285714286e-05, "loss": 0.0585, "step": 3820 }, { "epoch": 1.53, "learning_rate": 2.6214285714285713e-05, "loss": 0.0728, "step": 3830 }, { "epoch": 1.54, "learning_rate": 2.6142857142857147e-05, "loss": 0.0711, "step": 3840 }, { "epoch": 1.54, "learning_rate": 2.6071428571428574e-05, "loss": 0.0699, "step": 3850 }, { "epoch": 1.54, "learning_rate": 2.6000000000000002e-05, "loss": 0.0606, "step": 3860 }, { "epoch": 1.55, "learning_rate": 2.592857142857143e-05, "loss": 0.0543, "step": 3870 }, { "epoch": 1.55, "learning_rate": 2.5857142857142856e-05, "loss": 0.0592, "step": 3880 }, { "epoch": 1.56, "learning_rate": 2.5785714285714284e-05, "loss": 0.0604, "step": 3890 }, { "epoch": 1.56, "learning_rate": 2.5714285714285714e-05, "loss": 0.0377, "step": 3900 }, { "epoch": 1.56, "learning_rate": 2.5642857142857145e-05, "loss": 0.0789, "step": 3910 }, { "epoch": 1.57, "learning_rate": 2.5571428571428572e-05, "loss": 0.0526, "step": 3920 }, { "epoch": 1.57, "learning_rate": 2.5500000000000003e-05, "loss": 0.0564, "step": 3930 }, { "epoch": 1.58, "learning_rate": 2.542857142857143e-05, "loss": 0.0671, "step": 3940 }, { "epoch": 1.58, "learning_rate": 2.5357142857142858e-05, "loss": 0.0451, "step": 3950 }, { "epoch": 1.58, "learning_rate": 2.5285714285714285e-05, "loss": 0.0567, "step": 3960 }, { "epoch": 1.59, "learning_rate": 2.521428571428572e-05, "loss": 0.0727, "step": 3970 }, { "epoch": 1.59, "learning_rate": 2.5142857142857147e-05, "loss": 0.0538, "step": 3980 }, { "epoch": 1.6, "learning_rate": 2.5071428571428574e-05, "loss": 0.0394, "step": 3990 }, { "epoch": 1.6, "learning_rate": 2.5e-05, "loss": 0.0401, "step": 4000 }, { "epoch": 1.6, "eval_accuracy": 0.9698, "eval_f1": 0.9697182392459642, "eval_loss": 0.10654732584953308, "eval_precision": 0.952807881773399, "eval_recall": 0.9872396896692528, "eval_runtime": 143.8494, "eval_samples_per_second": 139.034, "eval_steps_per_second": 8.69, "step": 4000 }, { "epoch": 1.6, "learning_rate": 2.492857142857143e-05, "loss": 0.0522, "step": 4010 }, { "epoch": 1.61, "learning_rate": 2.485714285714286e-05, "loss": 0.0955, "step": 4020 }, { "epoch": 1.61, "learning_rate": 2.4785714285714287e-05, "loss": 0.0654, "step": 4030 }, { "epoch": 1.62, "learning_rate": 2.4714285714285714e-05, "loss": 0.0525, "step": 4040 }, { "epoch": 1.62, "learning_rate": 2.4642857142857145e-05, "loss": 0.0636, "step": 4050 }, { "epoch": 1.62, "learning_rate": 2.4571428571428572e-05, "loss": 0.0665, "step": 4060 }, { "epoch": 1.63, "learning_rate": 2.45e-05, "loss": 0.0909, "step": 4070 }, { "epoch": 1.63, "learning_rate": 2.442857142857143e-05, "loss": 0.0334, "step": 4080 }, { "epoch": 1.64, "learning_rate": 2.4357142857142857e-05, "loss": 0.0505, "step": 4090 }, { "epoch": 1.64, "learning_rate": 2.4285714285714288e-05, "loss": 0.0477, "step": 4100 }, { "epoch": 1.64, "learning_rate": 2.4214285714285715e-05, "loss": 0.0515, "step": 4110 }, { "epoch": 1.65, "learning_rate": 2.4142857142857146e-05, "loss": 0.0435, "step": 4120 }, { "epoch": 1.65, "learning_rate": 2.4071428571428573e-05, "loss": 0.0518, "step": 4130 }, { "epoch": 1.66, "learning_rate": 2.4e-05, "loss": 0.0401, "step": 4140 }, { "epoch": 1.66, "learning_rate": 2.392857142857143e-05, "loss": 0.0504, "step": 4150 }, { "epoch": 1.66, "learning_rate": 2.385714285714286e-05, "loss": 0.0436, "step": 4160 }, { "epoch": 1.67, "learning_rate": 2.3785714285714286e-05, "loss": 0.0539, "step": 4170 }, { "epoch": 1.67, "learning_rate": 2.3714285714285717e-05, "loss": 0.0539, "step": 4180 }, { "epoch": 1.68, "learning_rate": 2.3642857142857144e-05, "loss": 0.0535, "step": 4190 }, { "epoch": 1.68, "learning_rate": 2.357142857142857e-05, "loss": 0.036, "step": 4200 }, { "epoch": 1.68, "learning_rate": 2.35e-05, "loss": 0.0427, "step": 4210 }, { "epoch": 1.69, "learning_rate": 2.342857142857143e-05, "loss": 0.0452, "step": 4220 }, { "epoch": 1.69, "learning_rate": 2.3357142857142857e-05, "loss": 0.0801, "step": 4230 }, { "epoch": 1.7, "learning_rate": 2.3285714285714287e-05, "loss": 0.0835, "step": 4240 }, { "epoch": 1.7, "learning_rate": 2.3214285714285715e-05, "loss": 0.0533, "step": 4250 }, { "epoch": 1.7, "learning_rate": 2.3142857142857145e-05, "loss": 0.0924, "step": 4260 }, { "epoch": 1.71, "learning_rate": 2.3071428571428573e-05, "loss": 0.0522, "step": 4270 }, { "epoch": 1.71, "learning_rate": 2.3000000000000003e-05, "loss": 0.0789, "step": 4280 }, { "epoch": 1.72, "learning_rate": 2.292857142857143e-05, "loss": 0.0463, "step": 4290 }, { "epoch": 1.72, "learning_rate": 2.2857142857142858e-05, "loss": 0.0468, "step": 4300 }, { "epoch": 1.72, "learning_rate": 2.278571428571429e-05, "loss": 0.0781, "step": 4310 }, { "epoch": 1.73, "learning_rate": 2.2714285714285716e-05, "loss": 0.0635, "step": 4320 }, { "epoch": 1.73, "learning_rate": 2.2642857142857143e-05, "loss": 0.0933, "step": 4330 }, { "epoch": 1.74, "learning_rate": 2.257142857142857e-05, "loss": 0.0461, "step": 4340 }, { "epoch": 1.74, "learning_rate": 2.25e-05, "loss": 0.0739, "step": 4350 }, { "epoch": 1.74, "learning_rate": 2.242857142857143e-05, "loss": 0.0615, "step": 4360 }, { "epoch": 1.75, "learning_rate": 2.2357142857142856e-05, "loss": 0.05, "step": 4370 }, { "epoch": 1.75, "learning_rate": 2.2285714285714287e-05, "loss": 0.0409, "step": 4380 }, { "epoch": 1.76, "learning_rate": 2.2214285714285714e-05, "loss": 0.0484, "step": 4390 }, { "epoch": 1.76, "learning_rate": 2.214285714285714e-05, "loss": 0.0763, "step": 4400 }, { "epoch": 1.76, "learning_rate": 2.2071428571428572e-05, "loss": 0.0358, "step": 4410 }, { "epoch": 1.77, "learning_rate": 2.2000000000000003e-05, "loss": 0.0648, "step": 4420 }, { "epoch": 1.77, "learning_rate": 2.192857142857143e-05, "loss": 0.0657, "step": 4430 }, { "epoch": 1.78, "learning_rate": 2.185714285714286e-05, "loss": 0.0663, "step": 4440 }, { "epoch": 1.78, "learning_rate": 2.1785714285714288e-05, "loss": 0.0485, "step": 4450 }, { "epoch": 1.78, "learning_rate": 2.1714285714285715e-05, "loss": 0.0797, "step": 4460 }, { "epoch": 1.79, "learning_rate": 2.1642857142857146e-05, "loss": 0.0536, "step": 4470 }, { "epoch": 1.79, "learning_rate": 2.1571428571428574e-05, "loss": 0.0765, "step": 4480 }, { "epoch": 1.8, "learning_rate": 2.15e-05, "loss": 0.0694, "step": 4490 }, { "epoch": 1.8, "learning_rate": 2.1428571428571428e-05, "loss": 0.0458, "step": 4500 }, { "epoch": 1.8, "eval_accuracy": 0.9744, "eval_f1": 0.9739334080032583, "eval_loss": 0.08336396515369415, "eval_precision": 0.9714604915701808, "eval_recall": 0.9764189465087791, "eval_runtime": 143.9739, "eval_samples_per_second": 138.914, "eval_steps_per_second": 8.682, "step": 4500 }, { "epoch": 1.8, "learning_rate": 2.135714285714286e-05, "loss": 0.0456, "step": 4510 }, { "epoch": 1.81, "learning_rate": 2.1285714285714286e-05, "loss": 0.0534, "step": 4520 }, { "epoch": 1.81, "learning_rate": 2.1214285714285713e-05, "loss": 0.0756, "step": 4530 }, { "epoch": 1.82, "learning_rate": 2.1142857142857144e-05, "loss": 0.0359, "step": 4540 }, { "epoch": 1.82, "learning_rate": 2.107142857142857e-05, "loss": 0.0574, "step": 4550 }, { "epoch": 1.82, "learning_rate": 2.1e-05, "loss": 0.0754, "step": 4560 }, { "epoch": 1.83, "learning_rate": 2.092857142857143e-05, "loss": 0.0748, "step": 4570 }, { "epoch": 1.83, "learning_rate": 2.0857142857142857e-05, "loss": 0.0521, "step": 4580 }, { "epoch": 1.84, "learning_rate": 2.0785714285714288e-05, "loss": 0.057, "step": 4590 }, { "epoch": 1.84, "learning_rate": 2.0714285714285718e-05, "loss": 0.0367, "step": 4600 }, { "epoch": 1.84, "learning_rate": 2.0642857142857146e-05, "loss": 0.0442, "step": 4610 }, { "epoch": 1.85, "learning_rate": 2.0571428571428573e-05, "loss": 0.0726, "step": 4620 }, { "epoch": 1.85, "learning_rate": 2.05e-05, "loss": 0.0356, "step": 4630 }, { "epoch": 1.86, "learning_rate": 2.042857142857143e-05, "loss": 0.0633, "step": 4640 }, { "epoch": 1.86, "learning_rate": 2.0357142857142858e-05, "loss": 0.0509, "step": 4650 }, { "epoch": 1.86, "learning_rate": 2.0285714285714286e-05, "loss": 0.0533, "step": 4660 }, { "epoch": 1.87, "learning_rate": 2.0214285714285716e-05, "loss": 0.0256, "step": 4670 }, { "epoch": 1.87, "learning_rate": 2.0142857142857144e-05, "loss": 0.0411, "step": 4680 }, { "epoch": 1.88, "learning_rate": 2.007142857142857e-05, "loss": 0.0755, "step": 4690 }, { "epoch": 1.88, "learning_rate": 2e-05, "loss": 0.0909, "step": 4700 }, { "epoch": 1.88, "learning_rate": 1.992857142857143e-05, "loss": 0.0696, "step": 4710 }, { "epoch": 1.89, "learning_rate": 1.9857142857142856e-05, "loss": 0.0548, "step": 4720 }, { "epoch": 1.89, "learning_rate": 1.9785714285714287e-05, "loss": 0.0481, "step": 4730 }, { "epoch": 1.9, "learning_rate": 1.9714285714285714e-05, "loss": 0.0629, "step": 4740 }, { "epoch": 1.9, "learning_rate": 1.9642857142857145e-05, "loss": 0.0899, "step": 4750 }, { "epoch": 1.9, "learning_rate": 1.9571428571428572e-05, "loss": 0.0659, "step": 4760 }, { "epoch": 1.91, "learning_rate": 1.9500000000000003e-05, "loss": 0.058, "step": 4770 }, { "epoch": 1.91, "learning_rate": 1.942857142857143e-05, "loss": 0.0493, "step": 4780 }, { "epoch": 1.92, "learning_rate": 1.9357142857142858e-05, "loss": 0.1113, "step": 4790 }, { "epoch": 1.92, "learning_rate": 1.928571428571429e-05, "loss": 0.0505, "step": 4800 }, { "epoch": 1.92, "learning_rate": 1.9214285714285716e-05, "loss": 0.0239, "step": 4810 }, { "epoch": 1.93, "learning_rate": 1.9142857142857143e-05, "loss": 0.0626, "step": 4820 }, { "epoch": 1.93, "learning_rate": 1.9071428571428574e-05, "loss": 0.0559, "step": 4830 }, { "epoch": 1.94, "learning_rate": 1.9e-05, "loss": 0.0814, "step": 4840 }, { "epoch": 1.94, "learning_rate": 1.892857142857143e-05, "loss": 0.0688, "step": 4850 }, { "epoch": 1.94, "learning_rate": 1.885714285714286e-05, "loss": 0.1068, "step": 4860 }, { "epoch": 1.95, "learning_rate": 1.8785714285714286e-05, "loss": 0.0828, "step": 4870 }, { "epoch": 1.95, "learning_rate": 1.8714285714285714e-05, "loss": 0.0782, "step": 4880 }, { "epoch": 1.96, "learning_rate": 1.864285714285714e-05, "loss": 0.0679, "step": 4890 }, { "epoch": 1.96, "learning_rate": 1.8571428571428572e-05, "loss": 0.0679, "step": 4900 }, { "epoch": 1.96, "learning_rate": 1.85e-05, "loss": 0.0425, "step": 4910 }, { "epoch": 1.97, "learning_rate": 1.842857142857143e-05, "loss": 0.0721, "step": 4920 }, { "epoch": 1.97, "learning_rate": 1.835714285714286e-05, "loss": 0.0578, "step": 4930 }, { "epoch": 1.98, "learning_rate": 1.8285714285714288e-05, "loss": 0.0463, "step": 4940 }, { "epoch": 1.98, "learning_rate": 1.8214285714285715e-05, "loss": 0.075, "step": 4950 }, { "epoch": 1.98, "learning_rate": 1.8142857142857146e-05, "loss": 0.0584, "step": 4960 }, { "epoch": 1.99, "learning_rate": 1.8071428571428573e-05, "loss": 0.0427, "step": 4970 }, { "epoch": 1.99, "learning_rate": 1.8e-05, "loss": 0.064, "step": 4980 }, { "epoch": 2.0, "learning_rate": 1.792857142857143e-05, "loss": 0.0736, "step": 4990 }, { "epoch": 2.0, "learning_rate": 1.785714285714286e-05, "loss": 0.0554, "step": 5000 }, { "epoch": 2.0, "eval_accuracy": 0.97195, "eval_f1": 0.9717337632891621, "eval_loss": 0.0872604101896286, "eval_precision": 0.9594070241766989, "eval_recall": 0.9843813801551654, "eval_runtime": 143.7319, "eval_samples_per_second": 139.148, "eval_steps_per_second": 8.697, "step": 5000 }, { "epoch": 2.0, "learning_rate": 1.7785714285714286e-05, "loss": 0.0211, "step": 5010 }, { "epoch": 2.01, "learning_rate": 1.7714285714285713e-05, "loss": 0.0437, "step": 5020 }, { "epoch": 2.01, "learning_rate": 1.7642857142857144e-05, "loss": 0.0519, "step": 5030 }, { "epoch": 2.02, "learning_rate": 1.757142857142857e-05, "loss": 0.0269, "step": 5040 }, { "epoch": 2.02, "learning_rate": 1.75e-05, "loss": 0.0335, "step": 5050 }, { "epoch": 2.02, "learning_rate": 1.742857142857143e-05, "loss": 0.0119, "step": 5060 }, { "epoch": 2.03, "learning_rate": 1.7357142857142856e-05, "loss": 0.0249, "step": 5070 }, { "epoch": 2.03, "learning_rate": 1.7285714285714287e-05, "loss": 0.0057, "step": 5080 }, { "epoch": 2.04, "learning_rate": 1.7214285714285715e-05, "loss": 0.0567, "step": 5090 }, { "epoch": 2.04, "learning_rate": 1.7142857142857145e-05, "loss": 0.031, "step": 5100 }, { "epoch": 2.04, "learning_rate": 1.7071428571428573e-05, "loss": 0.0433, "step": 5110 }, { "epoch": 2.05, "learning_rate": 1.7000000000000003e-05, "loss": 0.0288, "step": 5120 }, { "epoch": 2.05, "learning_rate": 1.692857142857143e-05, "loss": 0.0212, "step": 5130 }, { "epoch": 2.06, "learning_rate": 1.6857142857142858e-05, "loss": 0.039, "step": 5140 }, { "epoch": 2.06, "learning_rate": 1.6785714285714285e-05, "loss": 0.0187, "step": 5150 }, { "epoch": 2.06, "learning_rate": 1.6714285714285716e-05, "loss": 0.0079, "step": 5160 }, { "epoch": 2.07, "learning_rate": 1.6642857142857143e-05, "loss": 0.0235, "step": 5170 }, { "epoch": 2.07, "learning_rate": 1.657142857142857e-05, "loss": 0.0397, "step": 5180 }, { "epoch": 2.08, "learning_rate": 1.65e-05, "loss": 0.0444, "step": 5190 }, { "epoch": 2.08, "learning_rate": 1.642857142857143e-05, "loss": 0.0309, "step": 5200 }, { "epoch": 2.08, "learning_rate": 1.6357142857142856e-05, "loss": 0.0346, "step": 5210 }, { "epoch": 2.09, "learning_rate": 1.6285714285714287e-05, "loss": 0.0268, "step": 5220 }, { "epoch": 2.09, "learning_rate": 1.6214285714285714e-05, "loss": 0.0296, "step": 5230 }, { "epoch": 2.1, "learning_rate": 1.614285714285714e-05, "loss": 0.0434, "step": 5240 }, { "epoch": 2.1, "learning_rate": 1.6071428571428572e-05, "loss": 0.0433, "step": 5250 }, { "epoch": 2.1, "learning_rate": 1.6000000000000003e-05, "loss": 0.0326, "step": 5260 }, { "epoch": 2.11, "learning_rate": 1.592857142857143e-05, "loss": 0.036, "step": 5270 }, { "epoch": 2.11, "learning_rate": 1.5857142857142857e-05, "loss": 0.0131, "step": 5280 }, { "epoch": 2.12, "learning_rate": 1.5785714285714288e-05, "loss": 0.0188, "step": 5290 }, { "epoch": 2.12, "learning_rate": 1.5714285714285715e-05, "loss": 0.0509, "step": 5300 }, { "epoch": 2.12, "learning_rate": 1.5642857142857143e-05, "loss": 0.0366, "step": 5310 }, { "epoch": 2.13, "learning_rate": 1.5571428571428573e-05, "loss": 0.0369, "step": 5320 }, { "epoch": 2.13, "learning_rate": 1.55e-05, "loss": 0.0513, "step": 5330 }, { "epoch": 2.14, "learning_rate": 1.5428571428571428e-05, "loss": 0.0795, "step": 5340 }, { "epoch": 2.14, "learning_rate": 1.535714285714286e-05, "loss": 0.0248, "step": 5350 }, { "epoch": 2.14, "learning_rate": 1.5285714285714286e-05, "loss": 0.0213, "step": 5360 }, { "epoch": 2.15, "learning_rate": 1.5214285714285715e-05, "loss": 0.0321, "step": 5370 }, { "epoch": 2.15, "learning_rate": 1.5142857142857144e-05, "loss": 0.0154, "step": 5380 }, { "epoch": 2.16, "learning_rate": 1.5071428571428573e-05, "loss": 0.0287, "step": 5390 }, { "epoch": 2.16, "learning_rate": 1.5e-05, "loss": 0.059, "step": 5400 }, { "epoch": 2.16, "learning_rate": 1.4928571428571431e-05, "loss": 0.0867, "step": 5410 }, { "epoch": 2.17, "learning_rate": 1.4857142857142858e-05, "loss": 0.0419, "step": 5420 }, { "epoch": 2.17, "learning_rate": 1.4785714285714286e-05, "loss": 0.0209, "step": 5430 }, { "epoch": 2.18, "learning_rate": 1.4714285714285713e-05, "loss": 0.0386, "step": 5440 }, { "epoch": 2.18, "learning_rate": 1.4642857142857144e-05, "loss": 0.0127, "step": 5450 }, { "epoch": 2.18, "learning_rate": 1.4571428571428573e-05, "loss": 0.0339, "step": 5460 }, { "epoch": 2.19, "learning_rate": 1.45e-05, "loss": 0.0267, "step": 5470 }, { "epoch": 2.19, "learning_rate": 1.442857142857143e-05, "loss": 0.0399, "step": 5480 }, { "epoch": 2.2, "learning_rate": 1.4357142857142858e-05, "loss": 0.0292, "step": 5490 }, { "epoch": 2.2, "learning_rate": 1.4285714285714285e-05, "loss": 0.0516, "step": 5500 }, { "epoch": 2.2, "eval_accuracy": 0.97535, "eval_f1": 0.9749045558666326, "eval_loss": 0.09278112649917603, "eval_precision": 0.9722814498933902, "eval_recall": 0.9775418538178848, "eval_runtime": 143.6458, "eval_samples_per_second": 139.231, "eval_steps_per_second": 8.702, "step": 5500 }, { "epoch": 2.2, "learning_rate": 1.4214285714285716e-05, "loss": 0.0535, "step": 5510 }, { "epoch": 2.21, "learning_rate": 1.4142857142857143e-05, "loss": 0.0389, "step": 5520 }, { "epoch": 2.21, "learning_rate": 1.407142857142857e-05, "loss": 0.0132, "step": 5530 }, { "epoch": 2.22, "learning_rate": 1.4000000000000001e-05, "loss": 0.0167, "step": 5540 }, { "epoch": 2.22, "learning_rate": 1.392857142857143e-05, "loss": 0.0493, "step": 5550 }, { "epoch": 2.22, "learning_rate": 1.3857142857142858e-05, "loss": 0.0288, "step": 5560 }, { "epoch": 2.23, "learning_rate": 1.3785714285714285e-05, "loss": 0.0268, "step": 5570 }, { "epoch": 2.23, "learning_rate": 1.3714285714285716e-05, "loss": 0.0357, "step": 5580 }, { "epoch": 2.24, "learning_rate": 1.3642857142857143e-05, "loss": 0.0294, "step": 5590 }, { "epoch": 2.24, "learning_rate": 1.357142857142857e-05, "loss": 0.0409, "step": 5600 }, { "epoch": 2.24, "learning_rate": 1.3500000000000001e-05, "loss": 0.0237, "step": 5610 }, { "epoch": 2.25, "learning_rate": 1.3428571428571429e-05, "loss": 0.0338, "step": 5620 }, { "epoch": 2.25, "learning_rate": 1.3357142857142858e-05, "loss": 0.0343, "step": 5630 }, { "epoch": 2.26, "learning_rate": 1.3285714285714288e-05, "loss": 0.0194, "step": 5640 }, { "epoch": 2.26, "learning_rate": 1.3214285714285716e-05, "loss": 0.0397, "step": 5650 }, { "epoch": 2.26, "learning_rate": 1.3142857142857143e-05, "loss": 0.0194, "step": 5660 }, { "epoch": 2.27, "learning_rate": 1.3071428571428574e-05, "loss": 0.048, "step": 5670 }, { "epoch": 2.27, "learning_rate": 1.3000000000000001e-05, "loss": 0.0276, "step": 5680 }, { "epoch": 2.28, "learning_rate": 1.2928571428571428e-05, "loss": 0.0299, "step": 5690 }, { "epoch": 2.28, "learning_rate": 1.2857142857142857e-05, "loss": 0.0256, "step": 5700 }, { "epoch": 2.28, "learning_rate": 1.2785714285714286e-05, "loss": 0.0334, "step": 5710 }, { "epoch": 2.29, "learning_rate": 1.2714285714285715e-05, "loss": 0.0523, "step": 5720 }, { "epoch": 2.29, "learning_rate": 1.2642857142857143e-05, "loss": 0.04, "step": 5730 }, { "epoch": 2.3, "learning_rate": 1.2571428571428573e-05, "loss": 0.0467, "step": 5740 }, { "epoch": 2.3, "learning_rate": 1.25e-05, "loss": 0.0511, "step": 5750 }, { "epoch": 2.3, "learning_rate": 1.242857142857143e-05, "loss": 0.0487, "step": 5760 }, { "epoch": 2.31, "learning_rate": 1.2357142857142857e-05, "loss": 0.015, "step": 5770 }, { "epoch": 2.31, "learning_rate": 1.2285714285714286e-05, "loss": 0.0387, "step": 5780 }, { "epoch": 2.32, "learning_rate": 1.2214285714285715e-05, "loss": 0.0204, "step": 5790 }, { "epoch": 2.32, "learning_rate": 1.2142857142857144e-05, "loss": 0.0283, "step": 5800 }, { "epoch": 2.32, "learning_rate": 1.2071428571428573e-05, "loss": 0.0226, "step": 5810 }, { "epoch": 2.33, "learning_rate": 1.2e-05, "loss": 0.0207, "step": 5820 }, { "epoch": 2.33, "learning_rate": 1.192857142857143e-05, "loss": 0.0334, "step": 5830 }, { "epoch": 2.34, "learning_rate": 1.1857142857142858e-05, "loss": 0.0186, "step": 5840 }, { "epoch": 2.34, "learning_rate": 1.1785714285714286e-05, "loss": 0.0445, "step": 5850 }, { "epoch": 2.34, "learning_rate": 1.1714285714285715e-05, "loss": 0.0208, "step": 5860 }, { "epoch": 2.35, "learning_rate": 1.1642857142857144e-05, "loss": 0.047, "step": 5870 }, { "epoch": 2.35, "learning_rate": 1.1571428571428573e-05, "loss": 0.0281, "step": 5880 }, { "epoch": 2.36, "learning_rate": 1.1500000000000002e-05, "loss": 0.0429, "step": 5890 }, { "epoch": 2.36, "learning_rate": 1.1428571428571429e-05, "loss": 0.0265, "step": 5900 }, { "epoch": 2.36, "learning_rate": 1.1357142857142858e-05, "loss": 0.0303, "step": 5910 }, { "epoch": 2.37, "learning_rate": 1.1285714285714285e-05, "loss": 0.0363, "step": 5920 }, { "epoch": 2.37, "learning_rate": 1.1214285714285714e-05, "loss": 0.0451, "step": 5930 }, { "epoch": 2.38, "learning_rate": 1.1142857142857143e-05, "loss": 0.0206, "step": 5940 }, { "epoch": 2.38, "learning_rate": 1.107142857142857e-05, "loss": 0.0397, "step": 5950 }, { "epoch": 2.38, "learning_rate": 1.1000000000000001e-05, "loss": 0.0476, "step": 5960 }, { "epoch": 2.39, "learning_rate": 1.092857142857143e-05, "loss": 0.0217, "step": 5970 }, { "epoch": 2.39, "learning_rate": 1.0857142857142858e-05, "loss": 0.0162, "step": 5980 }, { "epoch": 2.4, "learning_rate": 1.0785714285714287e-05, "loss": 0.0196, "step": 5990 }, { "epoch": 2.4, "learning_rate": 1.0714285714285714e-05, "loss": 0.0355, "step": 6000 }, { "epoch": 2.4, "eval_accuracy": 0.97435, "eval_f1": 0.9740843647385704, "eval_loss": 0.10171904414892197, "eval_precision": 0.9641964196419642, "eval_recall": 0.9841772151898734, "eval_runtime": 143.9823, "eval_samples_per_second": 138.906, "eval_steps_per_second": 8.682, "step": 6000 }, { "epoch": 2.4, "learning_rate": 1.0642857142857143e-05, "loss": 0.0197, "step": 6010 }, { "epoch": 2.41, "learning_rate": 1.0571428571428572e-05, "loss": 0.0271, "step": 6020 }, { "epoch": 2.41, "learning_rate": 1.05e-05, "loss": 0.0288, "step": 6030 }, { "epoch": 2.42, "learning_rate": 1.0428571428571428e-05, "loss": 0.0257, "step": 6040 }, { "epoch": 2.42, "learning_rate": 1.0357142857142859e-05, "loss": 0.0075, "step": 6050 }, { "epoch": 2.42, "learning_rate": 1.0285714285714286e-05, "loss": 0.0075, "step": 6060 }, { "epoch": 2.43, "learning_rate": 1.0214285714285715e-05, "loss": 0.0532, "step": 6070 }, { "epoch": 2.43, "learning_rate": 1.0142857142857143e-05, "loss": 0.0349, "step": 6080 }, { "epoch": 2.44, "learning_rate": 1.0071428571428572e-05, "loss": 0.043, "step": 6090 }, { "epoch": 2.44, "learning_rate": 1e-05, "loss": 0.0648, "step": 6100 }, { "epoch": 2.44, "learning_rate": 9.928571428571428e-06, "loss": 0.0374, "step": 6110 }, { "epoch": 2.45, "learning_rate": 9.857142857142857e-06, "loss": 0.0238, "step": 6120 }, { "epoch": 2.45, "learning_rate": 9.785714285714286e-06, "loss": 0.0489, "step": 6130 }, { "epoch": 2.46, "learning_rate": 9.714285714285715e-06, "loss": 0.0255, "step": 6140 }, { "epoch": 2.46, "learning_rate": 9.642857142857144e-06, "loss": 0.0156, "step": 6150 }, { "epoch": 2.46, "learning_rate": 9.571428571428572e-06, "loss": 0.02, "step": 6160 }, { "epoch": 2.47, "learning_rate": 9.5e-06, "loss": 0.0311, "step": 6170 }, { "epoch": 2.47, "learning_rate": 9.42857142857143e-06, "loss": 0.0208, "step": 6180 }, { "epoch": 2.48, "learning_rate": 9.357142857142857e-06, "loss": 0.0185, "step": 6190 }, { "epoch": 2.48, "learning_rate": 9.285714285714286e-06, "loss": 0.0241, "step": 6200 }, { "epoch": 2.48, "learning_rate": 9.214285714285715e-06, "loss": 0.0528, "step": 6210 }, { "epoch": 2.49, "learning_rate": 9.142857142857144e-06, "loss": 0.0251, "step": 6220 }, { "epoch": 2.49, "learning_rate": 9.071428571428573e-06, "loss": 0.0282, "step": 6230 }, { "epoch": 2.5, "learning_rate": 9e-06, "loss": 0.0298, "step": 6240 }, { "epoch": 2.5, "learning_rate": 8.92857142857143e-06, "loss": 0.0134, "step": 6250 }, { "epoch": 2.5, "learning_rate": 8.857142857142857e-06, "loss": 0.0437, "step": 6260 }, { "epoch": 2.51, "learning_rate": 8.785714285714286e-06, "loss": 0.0379, "step": 6270 }, { "epoch": 2.51, "learning_rate": 8.714285714285715e-06, "loss": 0.0317, "step": 6280 }, { "epoch": 2.52, "learning_rate": 8.642857142857144e-06, "loss": 0.0121, "step": 6290 }, { "epoch": 2.52, "learning_rate": 8.571428571428573e-06, "loss": 0.026, "step": 6300 }, { "epoch": 2.52, "learning_rate": 8.500000000000002e-06, "loss": 0.0338, "step": 6310 }, { "epoch": 2.53, "learning_rate": 8.428571428571429e-06, "loss": 0.0351, "step": 6320 }, { "epoch": 2.53, "learning_rate": 8.357142857142858e-06, "loss": 0.0243, "step": 6330 }, { "epoch": 2.54, "learning_rate": 8.285714285714285e-06, "loss": 0.024, "step": 6340 }, { "epoch": 2.54, "learning_rate": 8.214285714285714e-06, "loss": 0.031, "step": 6350 }, { "epoch": 2.54, "learning_rate": 8.142857142857143e-06, "loss": 0.0263, "step": 6360 }, { "epoch": 2.55, "learning_rate": 8.07142857142857e-06, "loss": 0.0506, "step": 6370 }, { "epoch": 2.55, "learning_rate": 8.000000000000001e-06, "loss": 0.0175, "step": 6380 }, { "epoch": 2.56, "learning_rate": 7.928571428571429e-06, "loss": 0.0467, "step": 6390 }, { "epoch": 2.56, "learning_rate": 7.857142857142858e-06, "loss": 0.0422, "step": 6400 }, { "epoch": 2.56, "learning_rate": 7.785714285714287e-06, "loss": 0.0575, "step": 6410 }, { "epoch": 2.57, "learning_rate": 7.714285714285714e-06, "loss": 0.0292, "step": 6420 }, { "epoch": 2.57, "learning_rate": 7.642857142857143e-06, "loss": 0.0486, "step": 6430 }, { "epoch": 2.58, "learning_rate": 7.571428571428572e-06, "loss": 0.0328, "step": 6440 }, { "epoch": 2.58, "learning_rate": 7.5e-06, "loss": 0.0381, "step": 6450 }, { "epoch": 2.58, "learning_rate": 7.428571428571429e-06, "loss": 0.0159, "step": 6460 }, { "epoch": 2.59, "learning_rate": 7.3571428571428565e-06, "loss": 0.0434, "step": 6470 }, { "epoch": 2.59, "learning_rate": 7.285714285714286e-06, "loss": 0.0195, "step": 6480 }, { "epoch": 2.6, "learning_rate": 7.214285714285715e-06, "loss": 0.021, "step": 6490 }, { "epoch": 2.6, "learning_rate": 7.142857142857143e-06, "loss": 0.0227, "step": 6500 }, { "epoch": 2.6, "eval_accuracy": 0.9748, "eval_f1": 0.9743119266055046, "eval_loss": 0.09828508645296097, "eval_precision": 0.9729234527687296, "eval_recall": 0.9757043691302573, "eval_runtime": 143.7114, "eval_samples_per_second": 139.168, "eval_steps_per_second": 8.698, "step": 6500 }, { "epoch": 2.6, "learning_rate": 7.071428571428572e-06, "loss": 0.0114, "step": 6510 }, { "epoch": 2.61, "learning_rate": 7.000000000000001e-06, "loss": 0.0125, "step": 6520 }, { "epoch": 2.61, "learning_rate": 6.928571428571429e-06, "loss": 0.0335, "step": 6530 }, { "epoch": 2.62, "learning_rate": 6.857142857142858e-06, "loss": 0.0545, "step": 6540 }, { "epoch": 2.62, "learning_rate": 6.785714285714285e-06, "loss": 0.0198, "step": 6550 }, { "epoch": 2.62, "learning_rate": 6.714285714285714e-06, "loss": 0.0249, "step": 6560 }, { "epoch": 2.63, "learning_rate": 6.642857142857144e-06, "loss": 0.034, "step": 6570 }, { "epoch": 2.63, "learning_rate": 6.5714285714285714e-06, "loss": 0.0379, "step": 6580 }, { "epoch": 2.64, "learning_rate": 6.5000000000000004e-06, "loss": 0.0301, "step": 6590 }, { "epoch": 2.64, "learning_rate": 6.428571428571429e-06, "loss": 0.037, "step": 6600 }, { "epoch": 2.64, "learning_rate": 6.357142857142858e-06, "loss": 0.0284, "step": 6610 }, { "epoch": 2.65, "learning_rate": 6.285714285714287e-06, "loss": 0.0276, "step": 6620 }, { "epoch": 2.65, "learning_rate": 6.214285714285715e-06, "loss": 0.0375, "step": 6630 }, { "epoch": 2.66, "learning_rate": 6.142857142857143e-06, "loss": 0.0453, "step": 6640 }, { "epoch": 2.66, "learning_rate": 6.071428571428572e-06, "loss": 0.017, "step": 6650 }, { "epoch": 2.66, "learning_rate": 6e-06, "loss": 0.0163, "step": 6660 }, { "epoch": 2.67, "learning_rate": 5.928571428571429e-06, "loss": 0.047, "step": 6670 }, { "epoch": 2.67, "learning_rate": 5.857142857142857e-06, "loss": 0.0387, "step": 6680 }, { "epoch": 2.68, "learning_rate": 5.785714285714286e-06, "loss": 0.0244, "step": 6690 }, { "epoch": 2.68, "learning_rate": 5.7142857142857145e-06, "loss": 0.0282, "step": 6700 }, { "epoch": 2.68, "learning_rate": 5.642857142857143e-06, "loss": 0.0527, "step": 6710 }, { "epoch": 2.69, "learning_rate": 5.571428571428572e-06, "loss": 0.0312, "step": 6720 }, { "epoch": 2.69, "learning_rate": 5.500000000000001e-06, "loss": 0.027, "step": 6730 }, { "epoch": 2.7, "learning_rate": 5.428571428571429e-06, "loss": 0.0435, "step": 6740 }, { "epoch": 2.7, "learning_rate": 5.357142857142857e-06, "loss": 0.0183, "step": 6750 }, { "epoch": 2.7, "learning_rate": 5.285714285714286e-06, "loss": 0.0194, "step": 6760 }, { "epoch": 2.71, "learning_rate": 5.214285714285714e-06, "loss": 0.0339, "step": 6770 }, { "epoch": 2.71, "learning_rate": 5.142857142857143e-06, "loss": 0.013, "step": 6780 }, { "epoch": 2.72, "learning_rate": 5.071428571428571e-06, "loss": 0.044, "step": 6790 }, { "epoch": 2.72, "learning_rate": 5e-06, "loss": 0.0303, "step": 6800 }, { "epoch": 2.72, "learning_rate": 4.9285714285714286e-06, "loss": 0.0213, "step": 6810 }, { "epoch": 2.73, "learning_rate": 4.857142857142858e-06, "loss": 0.0118, "step": 6820 }, { "epoch": 2.73, "learning_rate": 4.785714285714286e-06, "loss": 0.0198, "step": 6830 }, { "epoch": 2.74, "learning_rate": 4.714285714285715e-06, "loss": 0.0353, "step": 6840 }, { "epoch": 2.74, "learning_rate": 4.642857142857143e-06, "loss": 0.0162, "step": 6850 }, { "epoch": 2.74, "learning_rate": 4.571428571428572e-06, "loss": 0.0217, "step": 6860 }, { "epoch": 2.75, "learning_rate": 4.5e-06, "loss": 0.0574, "step": 6870 }, { "epoch": 2.75, "learning_rate": 4.428571428571428e-06, "loss": 0.0323, "step": 6880 }, { "epoch": 2.76, "learning_rate": 4.357142857142857e-06, "loss": 0.0278, "step": 6890 }, { "epoch": 2.76, "learning_rate": 4.285714285714286e-06, "loss": 0.0359, "step": 6900 }, { "epoch": 2.76, "learning_rate": 4.2142857142857145e-06, "loss": 0.0287, "step": 6910 }, { "epoch": 2.77, "learning_rate": 4.142857142857143e-06, "loss": 0.0323, "step": 6920 }, { "epoch": 2.77, "learning_rate": 4.071428571428572e-06, "loss": 0.0305, "step": 6930 }, { "epoch": 2.78, "learning_rate": 4.000000000000001e-06, "loss": 0.0114, "step": 6940 }, { "epoch": 2.78, "learning_rate": 3.928571428571429e-06, "loss": 0.031, "step": 6950 }, { "epoch": 2.78, "learning_rate": 3.857142857142857e-06, "loss": 0.0227, "step": 6960 }, { "epoch": 2.79, "learning_rate": 3.785714285714286e-06, "loss": 0.0301, "step": 6970 }, { "epoch": 2.79, "learning_rate": 3.7142857142857146e-06, "loss": 0.0187, "step": 6980 }, { "epoch": 2.8, "learning_rate": 3.642857142857143e-06, "loss": 0.0405, "step": 6990 }, { "epoch": 2.8, "learning_rate": 3.5714285714285714e-06, "loss": 0.0359, "step": 7000 }, { "epoch": 2.8, "eval_accuracy": 0.97465, "eval_f1": 0.9743330127069305, "eval_loss": 0.0989721491932869, "eval_precision": 0.966455759766998, "eval_recall": 0.9823397305022458, "eval_runtime": 144.719, "eval_samples_per_second": 138.199, "eval_steps_per_second": 8.637, "step": 7000 }, { "epoch": 2.8, "learning_rate": 3.5000000000000004e-06, "loss": 0.0325, "step": 7010 }, { "epoch": 2.81, "learning_rate": 3.428571428571429e-06, "loss": 0.0177, "step": 7020 }, { "epoch": 2.81, "learning_rate": 3.357142857142857e-06, "loss": 0.0463, "step": 7030 }, { "epoch": 2.82, "learning_rate": 3.2857142857142857e-06, "loss": 0.0338, "step": 7040 }, { "epoch": 2.82, "learning_rate": 3.2142857142857143e-06, "loss": 0.036, "step": 7050 }, { "epoch": 2.82, "learning_rate": 3.1428571428571433e-06, "loss": 0.0384, "step": 7060 }, { "epoch": 2.83, "learning_rate": 3.0714285714285715e-06, "loss": 0.0441, "step": 7070 }, { "epoch": 2.83, "learning_rate": 3e-06, "loss": 0.0358, "step": 7080 }, { "epoch": 2.84, "learning_rate": 2.9285714285714287e-06, "loss": 0.0317, "step": 7090 }, { "epoch": 2.84, "learning_rate": 2.8571428571428573e-06, "loss": 0.0246, "step": 7100 }, { "epoch": 2.84, "learning_rate": 2.785714285714286e-06, "loss": 0.0244, "step": 7110 }, { "epoch": 2.85, "learning_rate": 2.7142857142857144e-06, "loss": 0.0172, "step": 7120 }, { "epoch": 2.85, "learning_rate": 2.642857142857143e-06, "loss": 0.0177, "step": 7130 }, { "epoch": 2.86, "learning_rate": 2.5714285714285716e-06, "loss": 0.0256, "step": 7140 }, { "epoch": 2.86, "learning_rate": 2.5e-06, "loss": 0.0286, "step": 7150 }, { "epoch": 2.86, "learning_rate": 2.428571428571429e-06, "loss": 0.0361, "step": 7160 }, { "epoch": 2.87, "learning_rate": 2.3571428571428574e-06, "loss": 0.0075, "step": 7170 }, { "epoch": 2.87, "learning_rate": 2.285714285714286e-06, "loss": 0.0225, "step": 7180 }, { "epoch": 2.88, "learning_rate": 2.214285714285714e-06, "loss": 0.0121, "step": 7190 }, { "epoch": 2.88, "learning_rate": 2.142857142857143e-06, "loss": 0.0264, "step": 7200 }, { "epoch": 2.88, "learning_rate": 2.0714285714285713e-06, "loss": 0.0243, "step": 7210 }, { "epoch": 2.89, "learning_rate": 2.0000000000000003e-06, "loss": 0.0163, "step": 7220 }, { "epoch": 2.89, "learning_rate": 1.9285714285714285e-06, "loss": 0.0232, "step": 7230 }, { "epoch": 2.9, "learning_rate": 1.8571428571428573e-06, "loss": 0.031, "step": 7240 }, { "epoch": 2.9, "learning_rate": 1.7857142857142857e-06, "loss": 0.041, "step": 7250 }, { "epoch": 2.9, "learning_rate": 1.7142857142857145e-06, "loss": 0.0237, "step": 7260 }, { "epoch": 2.91, "learning_rate": 1.6428571428571429e-06, "loss": 0.0494, "step": 7270 }, { "epoch": 2.91, "learning_rate": 1.5714285714285717e-06, "loss": 0.0588, "step": 7280 }, { "epoch": 2.92, "learning_rate": 1.5e-06, "loss": 0.0147, "step": 7290 }, { "epoch": 2.92, "learning_rate": 1.4285714285714286e-06, "loss": 0.0343, "step": 7300 }, { "epoch": 2.92, "learning_rate": 1.3571428571428572e-06, "loss": 0.028, "step": 7310 }, { "epoch": 2.93, "learning_rate": 1.2857142857142858e-06, "loss": 0.0238, "step": 7320 }, { "epoch": 2.93, "learning_rate": 1.2142857142857144e-06, "loss": 0.0233, "step": 7330 }, { "epoch": 2.94, "learning_rate": 1.142857142857143e-06, "loss": 0.0241, "step": 7340 }, { "epoch": 2.94, "learning_rate": 1.0714285714285716e-06, "loss": 0.0322, "step": 7350 }, { "epoch": 2.94, "learning_rate": 1.0000000000000002e-06, "loss": 0.0297, "step": 7360 }, { "epoch": 2.95, "learning_rate": 9.285714285714287e-07, "loss": 0.007, "step": 7370 }, { "epoch": 2.95, "learning_rate": 8.571428571428572e-07, "loss": 0.0426, "step": 7380 }, { "epoch": 2.96, "learning_rate": 7.857142857142858e-07, "loss": 0.0241, "step": 7390 }, { "epoch": 2.96, "learning_rate": 7.142857142857143e-07, "loss": 0.0234, "step": 7400 }, { "epoch": 2.96, "learning_rate": 6.428571428571429e-07, "loss": 0.04, "step": 7410 }, { "epoch": 2.97, "learning_rate": 5.714285714285715e-07, "loss": 0.0163, "step": 7420 }, { "epoch": 2.97, "learning_rate": 5.000000000000001e-07, "loss": 0.0136, "step": 7430 }, { "epoch": 2.98, "learning_rate": 4.285714285714286e-07, "loss": 0.018, "step": 7440 }, { "epoch": 2.98, "learning_rate": 3.5714285714285716e-07, "loss": 0.0194, "step": 7450 }, { "epoch": 2.98, "learning_rate": 2.8571428571428575e-07, "loss": 0.0215, "step": 7460 }, { "epoch": 2.99, "learning_rate": 2.142857142857143e-07, "loss": 0.028, "step": 7470 }, { "epoch": 2.99, "learning_rate": 1.4285714285714287e-07, "loss": 0.0237, "step": 7480 }, { "epoch": 3.0, "learning_rate": 7.142857142857144e-08, "loss": 0.0144, "step": 7490 }, { "epoch": 3.0, "learning_rate": 0.0, "loss": 0.0384, "step": 7500 }, { "epoch": 3.0, "eval_accuracy": 0.97455, "eval_f1": 0.9742369792984765, "eval_loss": 0.10010936111211777, "eval_precision": 0.9661680554161228, "eval_recall": 0.9824418129848917, "eval_runtime": 143.9014, "eval_samples_per_second": 138.984, "eval_steps_per_second": 8.687, "step": 7500 }, { "epoch": 3.0, "step": 7500, "total_flos": 9.043732950372576e+16, "train_loss": 0.07549678431898356, "train_runtime": 12137.3214, "train_samples_per_second": 39.547, "train_steps_per_second": 0.618 }, { "epoch": 3.0, "eval_accuracy": 0.97535, "eval_f1": 0.9749045558666326, "eval_loss": 0.09278112649917603, "eval_precision": 0.9722814498933902, "eval_recall": 0.9775418538178848, "eval_runtime": 144.2966, "eval_samples_per_second": 138.603, "eval_steps_per_second": 8.663, "step": 7500 } ], "max_steps": 7500, "num_train_epochs": 3, "total_flos": 9.043732950372576e+16, "trial_name": null, "trial_params": null }